Retail Business Datasafe

Lead Research Organisation: University College London
Department Name: Geography

Abstract

Today, 'Big' customer retail market data are created in many areas, including grocery retailing, energy, health and wellbeing, insurance, mobile communications and retail banking. Such data represent ever greater proportions of the total data collected about citizens and are almost exclusively accumulated by the private sector. Analysis of such sources can offer many new insights into contemporary lifestyles.

Our vision is to create a service that will open up the data resources routinely collected by the retail business sector to academic research, training and capacity building. Crucially, this will be done in ways that users in academia, business and government will find efficient, effective and safe to use. Retail Business Datasafe (RBDS) will allow users to access new sources of data from organisations, and receive authoritative advice on such data and their quality and the ways in which they can be linked to official surveys, administrative data or social media sources. There will also be a full and novel range of related Big Data research training and capacity building activities, developed in close association with the retail industry.

RBDS will provide focus for ESRC's interests in the retail sector and its commitments to capacity building in relation to Big Data research skills. It will also develop a wider service role for other social science research that will benefit from the availability of consumer data.
RBDS will do this by building upon the recent achievements of the ESRC Retail Research and Data Initiative, in order to develop a sustainable national partnership between the academic, retail and government sectors. This will foster the co-production of skills and knowledge and see the wider deployment of consumer data in academic, business and government research. As such, RBDS will be a strategic and complementary initiative to the ESRC's investments in Big Data centres for administrative and social media data by collating different retail datasets safely and anonymously for research purposes.

In this radical and transformative initiative, RBDS will work with retailers to devise and implement data services that provide safe and effective access for the academic, business and government communities, and engage the retail industry in problems of common concern. The work will build on the recommendations of the Administrative Data Taskforce (ADT) with respect to release, security and anonymisation. It will also link to best practices for scientific analysis and visualisation of retail data in the United States, propelling the UK to world leadership in reuse of consumer data for the public good.

The advent of Big Data in social science applications has led to a growing need for capacity to undertake research using large, complex and linked datasets. To this end, RBDS will develop a range of advanced training and CPD initiatives that will foster collaboration with a full range of academic disciplines, and provide businesses with access to researchers and skills through knowledge exchange opportunities.
RBDS will also facilitate linkage of data generated and held by the UKDS and other ESRC Big Data centres with those from the private sector. A fundamental problem with Big Data arising from retail transactions, in common with many sources, is that their provenance is unknown. RBDS will thus develop methods and use other Data Centre investments to assess the robustness and reliability of retailer data relative to administrative and other official data sources.

RDBS will work with the UK Data Service (UKDS) to preserve data that will provide retailers and academics alike with insights into medium and long term trends in retailing. Its split site location will be shared by the UCL Chorley Institute (an open plan office environment dedicated to multidisciplinary research), in dedicated refurbished space at the University of Liverpool and in the Oxford Institute of Retail Management.

Planned Impact

RBDS will establish an unique and internationally leading collaboration with the retail sector. This will benefit anyone who needs retail data for their research activities, whether interested in the form and function of the retail sector itself (INTERNAL IMPACT) or its wider impacts upon society, for example in health, planning, transport, education provision or policing (EXTERNAL IMPACT).

Academics working in geography, planning, political science, civil engineering/transport, psychology, social medicine, economics or sociology will use the RBDS as their first port of call when needing to source reliable, frequently updated and comprehensive 'Big' retail data of known and acceptable provenance. This will facilitate a step change in the volume and quality of empirical research about retailing and establish UK leadership in this collaborative endeavour.

The best retail data centre in the world will be of obvious benefit to the retail industry, which is worth £300 billion to the UK annually and employs 1 in 9 working people. Benefits will accrue to large and small (SME) retailers alike that access RBDS facilities. These benefits will be augmented where retail businesses enter into collaborative research with academics in different disciplines: this will become much more of a norm with heightened awareness of academic interests in the wake of RBDS outreach activities.

The retail sector is an integral element of a vibrant and fair society. World-leading retail data provision will also benefit users in local and central government, third sector organisations, the NHS, transport companies, law enforcement, and education and training who need to factor in retail's influences upon individual behaviour and lifestyle. Through the supply of the best data to end users in these sectors, RBDS will have wide economic and societal impacts upon planning for retail provision. Likely impacts will include: better understanding the contribution of the retail sector for health and wll-being; improving the effectiveness of public service delivery at the local, regional and national levels; developing energy conservation initiatives; influencing public policy towards the retail sector, nurturing its recovery and contributing to national wealth creation; developing new thinking about the role of the retail sector in urban regeneration and land use change; and rethinking the ways in which third sector and other organisations can use the retail sector to the common good.

The internationally leading service products created by RBDS will develop new knowledge through research in quantitative methods, specifically in establishing the provenance of Big Data and their linkage to official, administrative and social media sources. The international link with best practices in the U.S. will ensure that the impacts of these methodological develoments is felt far beyond the UK.

The predominantly quantitative nature of datasets produced will increase UK capacity in quantitative methods and Big Data analytics, and make this increased capacity more relevant to the needs of the retail industry. At the undergraduate level, RBDS data will reinforce the activities of the Nuffield/ESRC Q-Step centres (including that based at UCL). Continuation of the highly successful Retail Research Masters industrial collaborations will further develop postgraduate training capacity. Channeling resources into the multidisciplinary DTC cohorts at Liverpool and UCL will establish retailing as a prominent ingredient in Ph.D. programmes for the first time in the UK. The programme of short courses will help inculcate quantitative analysis skills that are relevant in recruitment to the retail industry (e.g. retail insight and management) as well as the academic and research sector.

Organisations

 
Title Access to Healthy Assets and Hazards flyer 
Description Promotional material for the 'Access to Healthy Assets and Hazards' CDRC data product 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'Access to Healthy Assets and Hazards' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
 
Title Book cover graphic 
Description The cover of "The Routledge Handbook of Census Resrouces, Methods and Applications" was created from CDRC Maps. 
Type Of Art Artwork 
Year Produced 2018 
Impact The graphic was used on the front cover of the book. 
 
Title CDRC 2017 Calendar 
Description A calendar of 14 CDRC maps and research visualisations created to promote the CDRC service particularly to local authorities. 
Type Of Art Artefact (including digital) 
Year Produced 2016 
Impact This calendar was sent to 400 local authority Chief Execs (200) data partners, prospective data partners and other key contacts, to promote CDRC Maps and CDRC data. The calendar was very well received with positive feedback via social media. 
 
Title CDRC Retail Centres flyer 
Description Promotional material for the CDRC Retail Centres data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'CDRC Retail Centres' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/Retail.pdf
 
Title CDRC leaflet 
Description This is an A4 size CDRC leaflet that outlines the CDRC services and activities. The CDRC leaflet is available here: https://www.cdrc.ac.uk/wp-content/uploads/2020/01/CDRCLeaflet.pdf 
Type Of Art Artefact (including digital) 
Year Produced 2019 
Impact The CDRC leaflet was produced for and disseminated at the DUG Conference 2019. The number of attendees at the conference were 102 and each attendee received a leaflet within their conference folders. The imidiate impact of this was that 102 attendees increased their knoweldge on what the activities and services of the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/01/CDRCLeaflet.pdf
 
Title Ethnicity Estimator flyer 
Description Promotional material for the Ethnicity Estimator data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'Ethnicity Estimator' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/Ethnicity-Estimator.pdf
 
Title Internet User Classification flyer 
Description Promotional material for the Internet User Classification data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of 'Internet User Classification' and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/IUC.pdf
 
Title London Output Area Classification flyer 
Description Promotional material for London Output Area Classification data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'London Output Area Classification' and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/LOAC_PAL.pdf
 
Title London Workplace Zone Classification flyer 
Description Promotional material for the London Workplace Zone Classification data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'London Workplace Zone Classification' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/LWZC.pdf
 
Title Maps creation by Prof. James Cheshire 
Description Maps were created for the Museum of the City of New York. Work was displayed at the New Bedford Whaling Museum and Swiss Museum of Design. 
Type Of Art Artwork 
Year Produced 2019 
Impact To discuss the significance and meaning of the 2020 Census for New York City's future and consider the deeper implications (political, cultural, social) of determining "who we are" as New Yorkers. 
URL https://www.mcny.org/whoweare
 
Title Output Area Classification flyer 
Description Promotional material for the Output Area Classification data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'Output Area Classification' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/OAC.pdf
 
Title Population Churn Index flyer 
Description Promotional material for the Population Churn Index data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'Population Churn Index' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/Population-Churn-Index.pdf
 
Title Promotional material for the Social Mobility and Neighbourhood Change flyer 
Description Promotional material for the Social Mobility and Neighbourhood Change data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'ASocial Mobility and Neighbourhood Change' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/Social-Mobility-and-Neighbourhoud-Change-Indices.p...
 
Title Residential Mobility and Migration flyer 
Description Promotional material for the Residential Mobility and Migration data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'Residential Mobility and Migration' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/Residential-Mobility-and-Migration.pdf
 
Title UK Classification of Workplace flyer 
Description Promotional material for the UK Classification of Workplaces data product. 
Type Of Art Artefact (including digital) 
Year Produced 2020 
Impact The flyer describes visually and in an accessible way the objectives of the 'UK Classification of Workplaces' CDRC product and its characteristics and potentials in contributing to research. The flyer will be made available to more than 20,000 users of the CDRC Data Portal (data.cdrc.ac.uk). It will be used to promote the core CDRC Data Products. It will reach several hundreds of thousands of visitors (estimate based on similar CDRC activities in the past) also via highly popular CDRC-related websites such as World Names and GB Names (no URL is available as of March 2020, as the plan is to launch both websites in April 2020), which have attracted media attention and was a source for driving new user applications to the CDRC. 
URL https://www.cdrc.ac.uk/wp-content/uploads/2020/03/COWZ.pdf
 
Description Consumer data arise from the everyday interactions between individuals and customer-facing organisations. Today they account for a high and increasing real share of all of the data that are collected about citizens. Uniquely, the Consumer Data Research Centre grant based at UCL and the Universities of Liverpool and Oxford (CDRC-ULO) has demonstrated that consumer data can become an integral part of the UK's social science data infrastructure and make an important contribution to the developing e-Infrastructure RoadMap. Exemplar data products include:
- Linked Consumer Registers of the UK adult population, 1997-2016, enabling modelling of neighbourhood measures of population churn and social and spatial mobility.
- A nationwide Internet User Classification of adoption and use of new information and communications technologies.
- Neighbourhood measures of Access to Healthy Assets and Hazards.
- A nationwide network of retail centre footfall estimates, for use alongside consumer catchments and retail area classifications.
- A widely used tool for estimating the ethnic composition of local communities developed in collaboration with the Office for National Statistics, using a unique blend of consumer and social survey consumer sources.
This research has fed the development of the very popular maps.cdrc.ac.uk website (>270k users; > 1.6 million page views, Feb 2020) and the associated data.cdrc.ac.uk portal. Together these sites present a unique blend of consumer, administrative and conventional statistical sources which are key to understanding what is going on in modern Britain. These vertically integrated research resources are made available through the three-tier data service provided by CDRC-ULO and CDRC-Leeds (a partner data centre established under Phase 2 of ESRC's Big Data initiative).
The three-tiers comprise:
- Open Tier, available to any user (approx. 20k registered users, and 1.7 million page views, as of 28/2/20);
- Safeguarded Tier, available upon successful application for research for the public good;
- Secure Tier available to accredited researchers following successful application with access to these data restricted to one of CDRC's secure lab facilities.
A total of 331 initial applications have been received for CDRC-ULO Safeguarded and Secure managed data of which 163 projects have been approved. This has enabled users of the service to conduct path breaking research including
- use of customer loyalty datasets to indicate susceptibility to life threatening disease;
- improving our ability to predict the incidence of severe 'flu episodes and determining the geographical predictors of medication usage across England;
- investigation of paths into home ownership, factors affecting insurance claims behaviour and why people become financially excluded;
- establishing the nature of the relationship between footfall and violence levels to assist police and public health teams;
- deployment of smart card data to devise socially inclusive public transport strategies;
- devising time-of-day population statistics for use in the health, emergency/crisis response and national security sectors.
Exploitation Route In association with CDRC-Leeds, CDRC-ULO has had a transformative impact upon the adoption and use of consumer data, alone or in combination with other official statistical and administrative sources. CDRC-ULO's contribution to this activity has resulted in 163 approved safeguarded/secure tier projects from 62 institutions (as of 28th Feb 2020). In addition, CDRC-ULO's highly successful Masters Dissertation Scheme has offered 121 industrial projects since 2014 with successful applicants coming from 18 universities and 8 disciplines working on projects with 61 businesses. Between 2014-19, 713 applications have been received. Together these initiatives have enabled CDRC-ULO to both chart the emergence and evolution of new forms and sources of Big Data, engage postgraduate students and junior researchers in their deployment and use, and enable established researchers to undertake substantial research projects using data sources that have hitherto remained unavailable to academic research. Details of past successfully completed projects can be found at https://www.cdrc.ac.uk/mds/archive/.
CDRC-ULO has established and maintained data supply relations with the retailing, wider business and third sectors, and has developed world-leading expertise in the creation and maintenance of data infrastructure based in large part upon such sources. At the time of writing, this has led to end user adoption and use of CDRC-ULO data products by users beyond academia in local and metropolitan government, regional transport provision, third sector social inequality studies, regional theatre productions and ethnic minority engagement with sport.
Sectors Agriculture, Food and Drink,Communities and Social Services/Policy,Creative Economy,Digital/Communication/Information Technologies (including Software),Education,Energy,Environment,Financial Services, and Management Consultancy,Healthcare,Leisure Activities, including Sports, Recreation and Tourism,Government, Democracy and Justice,Culture, Heritage, Museums and Collections,Retail,Security and Diplomacy,Transport,Other

URL https://maps.cdrc.ac.uk/
 
Description The availability of CDRC-ULO consumer data are having a transformative effect upon end users in social policy, medicine, public health, transport, personal finance, and local authority planning. These transformations are achieved through our end users making use of the indicators CDRC-ULO has compiled showing what is going on in modern Britain, by visualising the UK's consumer landscape, and by creating innovative software solutions for integrating and augmenting the UK's mixed Big Data economy (data.cdrc.ac.uk). For example: · CDRC's successful and pioneering 'Ladder of Engagement' model has created positive benefits for the 61 organisations and 121 dissertations that have made up the Masters Dissertation Scheme nationwide, and the 14 organisations that have co-funded 20 Ph.D. students at CDRC-ULO. The Masters scheme has attracted a record 28 collaborations in the 2020 round, which together will accelerate business sector collaboration with academia and which will each have positive impacts in terms of applied problem-solving. 7 (5 At Liverpool and 2 at UCL) new co-funded Ph.D.s will begin in September 2020. · CDRC's London geodemographic data products and maps include output area classifications (LOAC, TOAC, LWPZ), population churn and modelled ethnicity and are being utilised within the public sector for decision making by the Greater London Authority (as well as a number of the Capital's constituent Boroughs) and for planning purposes by Transport for London. · CDRC-ULO has co-produced data with strategic partner Local Data Company (LDC) and leveraged £300K investment from the £150K ESRC funding assigned to this collaboration, with nearly 900 sensors improving retailer understanding of footfall as well as providing data for multiple academic users. · CDRC Open geodemographic classifications provide local authorities (including those in London, Northumberland, Leicestershire, East Sussex, Kingston and Southampton) with free classifications for use in resource allocation and neighbourhood profiling that are alternatives to commercial solutions - which might otherwise cost taxpayers many hundreds of thousands of pounds. Most of these classifications are fully Open - that is, the methodology is fully documented and end users can (and have) amended the underlying software and code to develop their own bespoke classifications; Collaboration with the Office for National Statistics (ONS), resulted in co-creation of the ONS Output Area Classification, which has been used, inter alia, to ascertain the accuracy of sample estimates from the ONS Children's Dental Health Survey and Integrated Household Survey. CDRC-ULO data products will continue to have impacts upon end user organisations, indicatively: - The Local Trust utilised annual neighbourhood turnover data to contextualise its National Lottery-funded Big Local Areas; - The Book of Mormon theatre production utilised the Internet User Classification to predict patterns of show ticket purchase and to plan outdoor advertising for its UK regional productions; - Neighbourhood turnover and residential mobility analysis ready data were used by the Trust for London to develop and evaluate London's 'Poverty Profile'; - Liverpool City Region Combined Authority and Aberdeen Asset Management used retail centre and catchment data to inform a regenerations strategy for the Albert Docks. - Cobalt Housing's growth strategy for social housing in Liverpool was informed by linked consumer register statistics; - CDRC-ULO maps platforms appear in the GCSE and A-Level Geography Curriculums; - CDRC-UOL tutorials have been downloaded 61,210 times and are widely used in undergraduate and postgraduate teaching across the UK; - A customised version of the Internet User Classification has been created with a partner 'High Street Retailer' for their internal operational planning; - CDRC's access to Healthy Assets and Hazards classification has been used by Public Health England within their Fingertips tool that is available to all local authorities in England; - CDRC mapping technology has been used in the Scottish Index of Multiple Deprivation's mapping tool, Southwark Council interactive map showing traffic count measurements, and England & Wales Cricket Board's South Asian heatmap as part of their youth engagement strategy; and CDRC software has been used by the Greater London Authority to estimate the changing distributions of ethnic minorities across the Capital, in order to better cater for community needs and integration. This has also been used by Birmingham Women's and Children's NHS Foundation to better understand the incidence of tumours in children and by Public Health England to trace the probable origins of new bacterial strains carried by humans. It was also used by Camden Council to demonstrate even-handedness in the rehousing of residents from similarly clad structures to Grenfell Tower. The CDRC-ULO service has responded to strong and growing demands from local authorities, schools, the private sector and not-for-profits for access to its data holdings. Since our launch in October 2015 data.cdrc.ac.uk has received in excess of 1.7 million page views and more than 20k users have registered to download data (>370k dataset downloads). Local authorities and schools are key users of our data. Maps.cdrc.ac.uk has received >1.6 million page views attracting >270k users. Examples of specific end uses for CDRC's data brokering service or analysis ready data products include: • use of customer loyalty datasets to indicate susceptibility to life threatening disease by health care professionals; • integrated analysis of smart card and statistical data by a regional transport provider to devise socially inclusive public transport strategies; • use of footfall data alongside other consumer and survey data by retailers to better understand micro-site location in high streets and other retail areas; • devising time-of-day population statistics for use in the health, emergency/crisis response and national security sectors. CDRC-ULO coordinates a full programme of short courses and online tutorials. It has engaged with 100+ external organisations since launch, of whom 25 are actively sharing data with the service (some providing multiple data products). Interaction with external organisations is achieved using externally provided data in PhD and Masters Research Dissertations. Organisations have partnered with CDRC-ULO to access world-class research expertise and to work on collaborative projects focused on finding solutions to practical business problems.
First Year Of Impact 2014
Sector Agriculture, Food and Drink,Communities and Social Services/Policy,Creative Economy,Digital/Communication/Information Technologies (including Software),Education,Energy,Environment,Financial Services, and Management Consultancy,Healthcare,Leisure Activities, including Sports, Recreation and Tourism,Government, Democracy and Justice,Culture, Heritage, Museums and Collections,Retail,Transport,Other
Impact Types Societal,Economic,Policy & public services

 
Description A market segment evaluation of an energy supplier in UK
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The MSc project access the market share of this supply associated with house type and tenures in UK in order to define its business strategy
 
Description Advising Children's Society on mapping and data
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Children's Society now better informed about the commissioning and requirements of mapping platforms and the data they can contain.
 
Description An Introduction to Small Area Statistics and Geodemographic Segmentation - London
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT training course was open to people working in the public and private sectors as well as academics and private individuals. It was attended by people from RAC Foundation, Trafford Housing Trust, Which?, County and District Councils, university researchers and students. The course was runs as a mix of lectures and practical tasks. It can be inferred that the upskilIing of individuals to make more effective use of their data using R and QGIS software would give them the skills to understanding on how to obtain and analyse small area data. Numbers of delegates: 15
 
Description An Introduction to spatial Data Analysis and Visualisation in R
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact An online open tutorial series designed to provide an accessible introduction to techniques for handling, analysing and visualising spatial data in R. The practical series uses open data which has been made readily available for each tutorial and demonstrates a range of techniques useful in social sciences including multivariate analysis, mapping and spatial interpolation. The course has been downloaded xxx
URL https://data.cdrc.ac.uk/tutorial
 
Description Big Data - Science and Technology Select Committee Inquiry
Geographic Reach National 
Policy Influence Type Gave evidence to a government review
URL http://www.publications.parliament.uk/pa/cm201516/cmselect/cmsctech/468/46802.htm
 
Description Confident Spatial Analysis - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 14
 
Description Confident Spatial Analysis - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at UCL. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of three one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 20
 
Description Confident Spatial Analysis - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact Confident spatial analysis using R and GeoDa This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at UCL. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of two one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 24
 
Description Confident Spatial Analysis - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 6
 
Description Confident Spatial Analysis - Southampton
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at Southampton University. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of three one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 16
 
Description Confident Spatial Analysis and Statistics in R & GeoDa - 24/5/2019
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. Course provides an understanding of how RStudio manages spatial data and be able to use RStudio for a range of spatial analysis.
 
Description Confident Spatial Analysis and Statistics in R and GeoDa
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact This one day course was delivered at the University of Liverpool in London and attended by practitioners from across local government and education. Feedback from the event was very positive, with delegates stating they felt more confident with their knowledge and use of RStudio and how to apply this to their work in order to successfully prepare and analyse spatial data.
 
Description Confident spatial analysis using R and GeoDa - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 15
 
Description Empty housing innovation lab
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The Empty Housing Innovation Lab was hosted in collaboration with the Student Data Labs. The aim was for attendees to suggest solutions to London's housing crisis using data provided by the CDRC. The event generated a lot of interest and a number of interesting suggestions were generated. We subsequently had a number of enquiries from postgraduate students in particular wanting to utilise our data in their own research. Number of delegates: +20
 
Description Evaluating Linkage Quality for the Analysis of Linked Data
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact This one day course was hosted at the University of Oxford for the first time due to popular demand garnered through word of mouth and social media. Arranged jointly with the Administrative Data Research Centre England (ADRC-E) the course was attended by practitioners from across local government and education. Feedback was very positive, with delegates stating they felt more confident with their knowledge of data linkage and how best to evaluate the quality of data when conducting their own research.
 
Description Gave written evidence for the Public Administration and Constitutional Affairs Committee's Governance of Statistics inquiry
Geographic Reach National 
Policy Influence Type Participation in a advisory committee
Impact I was asked to give written evidence to the Public Administration and Constitutional Affairs Committee's Governance of Statistics inquiry. I answered the following three questions based upon the CDRC's relationship with the Office for National Statistics: 1) To what extent could new information improve public service delivery, contribute to the richness of existing official statistics or produce new statistics? 2) If you have had any dealings with UKSA / ONS or government departments, how would you characterise their interest in new data sources, either as producers of data or users? 3) Do you have any comments on the governance of UKSA / ONS and its culture?
URL http://data.parliament.uk/writtenevidence/committeeevidence.svc/evidencedocument/public-administrati...
 
Description Health Indicators used by Public Health England
Geographic Reach National 
Policy Influence Type Citation in other policy documents
URL https://fingertips.phe.org.uk/profile/wider-determinants/data#page/3/gid/1938133043/pat/6/par/E12000...
 
Description Home Office Research Methods Briefing
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact By providing an overview of methods that I use in my research practice, I have broaden the knowledge of research methods for Home Office data analysts.
 
Description Influence on retail sector policy: UK
Geographic Reach National 
Policy Influence Type Participation in a advisory committee
Impact Participation in ministerial round table on the future of UK High Streets.
 
Description Influence on retail sector real estate investment, Europe
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact Co-director of training programme for high potential retail managers in which my expertise on 'consumer data' and changes in the nature of retail real estate is used to create project outcomes for the participants which will affect their future decision-making in their businesses. This programme is now in its 12th year.
URL http://www.oxfordsummerschool.co.uk/masters
 
Description Influence on retail sector real estate investment, UK
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact Achieved through the delivery of research findings in an annual 3-day residential training course provided to retail practitioners from the UK, Europe, North America and Asia. This programme is now in its 31st year.
URL http://www.sbs.ox.ac.uk/faculty-research/oxirm/workshops-and-training/rla
 
Description Influence on retail sector strategy, UK Department of Business
Geographic Reach National 
Policy Influence Type Participation in advisory committee
 
Description Intermediate R for Spatial Analysis - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT training course was open to people working in the public and private sectors as well as academics and private individuals. It was attended by people from xxx, university researchers and students. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio & GeoDa software would give them the skills to prepare and analyse spatial data and understand how spatial data is managed in R. Numbers of delegates: 15
 
Description Introduction to Data Linkage
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact This one day course was hosted at the University of Oxford for the first time due to popular demand garnered through word of mouth and social media. Arranged jointly with the Administrative Data Research Centre England (ADRC-E) the course was attended by practitioners from across local government and education. Feedback was very positive, with delegates stating they felt more confident with their knowledge of data linkage and how to apply this practically to research. This was a one-day course, with the opportunity to register for a follow up course in order to develop the skills gained further; uptake for the second course was high.
 
Description Introduction to Python
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals - by introducing them to the nascent field of Geographic Data Science using the industry standard, the Python programming language - would supply them with useful strategies to learn more from their spatial data. This would give them the skills to solve practical problems with spatial data (e.g. design, manipulation, exploration, and modelling). Numbers of delegates: 8
 
Description Introduction to QGIS: Understanding and Presenting Spatial Data - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals.It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 13
 
Description Introduction to QGIS: Understanding and Presenting Spatial Data - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 9
 
Description Introduction to QGIS: Understanding and Presenting Spatial Data - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 2
 
Description Introduction to QGIS: Understanding and presenting spatial data - Liverpool
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was attended by people from Food Standards Agency, Rochdale Borough council, Cardiff Harbour Authority, Health and Safety Executive, Epic Housing, Wellcome Trust Centre and university researchers and students. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 16
 
Description Introduction to QGIS: Understanding and presenting spatial data - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 10
 
Description Introduction to QGIS: Understanding and presenting spatial data - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at UCL. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of three one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 19
 
Description Introduction to QGIS: Understanding and presenting spatial data - Southampton
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at Southampton University. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of three one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 14
 
Description Introduction to Spatial Data & Using R as a GIS
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This short course was delivered at the University of Liverpool in London and attended by practitioners from across local government and education. Feedback from the event was very positive, with delegates stating they felt more confident with their knowledge and use of R and how to apply this to their work in order to successfully build a map from data. This was a one-day course, with the opportunity to register for a follow up course to develop the skills gained further; approximately 9 of the 15 delegates chose to pursue the follow up course.
 
Description Introduction to Spatial Data & Using R as a GIS - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at UCL. The IT based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of two one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 24
 
Description Introduction to Spatial Data and Using R as a GIS, UCL London
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 18
 
Description Introduction to Spatial Data and Using R as a GIS, University of Southampton
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. This course taught users how to use R to import, manage and process spatial data, it also covers the process of making choropleth maps, as well as some basic spatial analysis. In addition it covers the use of loops to make multiple maps quickly and easily, one of the major benefits of using a scripting language to make maps, rather than traditional graphic point-and-click interface. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 12
 
Description Introduction to Using R as a GIS - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 14
 
Description Introduction to Using R for Spatial Analysis - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 15
 
Description Introduction to Using R for Spatial Analysis - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using the free open source GIS program QGIS software would give them the skills to import and display spatial data, create choropleth maps and explain appropriate methods of visualising spatial data. Numbers of delegates: 10
 
Description Introduction to Using R for Spatial Analysis - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 5
 
Description Introduction to Using R for Spatial Analysis - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 17
 
Description Introduction to Using R for spatial analysis - Liverpool
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 15
 
Description Introduction to spatial data and using R as a GIS - Liverpool
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was attended by people from British Geographical Survey, Health and Safety Executive, Public Health England, Epic Housing, and university researchers and students. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 16
 
Description Introduction to spatial data and using R as a GIS - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at UCL. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of three one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 22
 
Description Introduction to spatial data and using R as a GIS - Oxford
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT training course was open to people working in the public and private sectors as well as academics and private individuals. It was attended by people from the Food Standards Agency, Public Health England, Oxford City Council, Halliburton, Codename consulting, university researchers and students. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. We had an increase in interest following this training course for more advanced training of participating delegates. Numbers of delegates: 20
 
Description Introduction to spatial data and using R as a GIS - Southampton
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact This course was run as part of a collaboration with ADRC_E and delivered by ClearMapping Company at Southampton University. The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It was one of three one-day training courses that could be taken separately or in conjunction with each other. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 26
 
Description Introduction to spatial data using R as a GIS - London
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using RStudio software would give them the skills to load and manage spatial data, create maps, use classifications for choropleth maps, and create multiple maps using loops. Numbers of delegates: 18
 
Description LDC / CDRC Thought Leadership event
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact This workshop was run as part of a collaboration between CDRC, Oxford Institute of Retail Management (OXIRM), Saïd Business School, University of Oxford and Local Data Company (LDC), a CDRC data partner. The workshop invited academics and practitioners working with LDC to discuss what a future research agenda might look like that works for both practitioners and academics. University research team share their findings with a mixed audience of academics and practitioners followed by a discussion of the practical implications of the work. It was also used to build awareness with LDC clients and other commercial stakeholders, showcase CDRC work in general, promote the Centre and encourage usage of the service. It was attended by people from Local Data Company, EE, Sainsburys, Luminar, NewRiver Retail, Boots, Legacy Portfolio, The Retail Practice, MindFolio, Lloyds Bank, Mitchells & Butlers, AO, Right Move, Segro, Bayfield Training, and university researchers. Number of delegates: 33
 
Description Letters to House of Lords supporting proposed amendments by the Royal Statistical Society to the Digital Economy Bill
Geographic Reach National 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
 
Description Lloyds of London
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact Advised on the training needs and opportunities for employees at Lloyds of London.
 
Description London Fire Brigade
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact A MSc study has been conducted to evaluate the best for fire engine in London by using their GPS tracks and the fire incident data.
 
Description London First - Opportunity Areas Report
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Citation in other policy documents
 
Description Marketing development of Bosch
Geographic Reach National 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact We analyse the market segmentations of their products associated with house tenures, which will help them to define marketing strategies
 
Description Member of Advisory Panel on Public Sector Information (APPSI)
Geographic Reach National 
Policy Influence Type Participation in a advisory committee
Impact APPSI's statutory function is to consider and review recommendations made by the Office of Public Sector Information, following a complaint made under the Re-Use of Public Sector Information Regulations 2005. Paul was an independent member of the Advisory Panel and provided innovative input on ways to re-use public sector information and address concerns raised by the public.
 
Description Most downloaded National Centre for Research Methods ePrint
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
URL http://eprints.ncrm.ac.uk/3295/
 
Description Online training resource: An Introduction to Spatial Data Analysis and Visualisation in R
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact The CDRC launched an 'Online Tutorials' facility in 2017. The tutorial series provides a free online resource introducing techniques for handling, analysing and visualising data. Key target audiences are academics, researchers, data scientists and industry specialists, amongst others - although the scope of the resource itself extends to international audiences from various fields, as made apparent by CDRC's analytics. The first tutorial - 'An Introduction to Spatial Data Analysis and Visualisation in R' - has generated almost 30000 views.
URL https://data.cdrc.ac.uk/tutorial/an-introduction-to-spatial-data-analysis-and-visualisation-in-r
 
Description Online training resource: Geographic Data Science in Python
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
URL https://data.cdrc.ac.uk/tutorial/geographic-data-science-in-python
 
Description Oxford Retail Futures Conference 2018: Understanding outcomes of data-driven research in retailing
Geographic Reach Europe 
Policy Influence Type Influenced training of practitioners or researchers
Impact This conference was run as part of a collaboration with Oxford Institute of Retail Management (OXIRM), Saïd Business School, University of Oxford. The conference invites academic researchers to present their latest research. Topics are organised in a number of panels, and a Q&A / discussion is facilitated by a dedicated host after each panel session. This established annual conference was harvested to promote the Centre and encourage usage of its data and services. Conference contributions included research from six European countries (The Netherlands, Switzerland, Finland, Italy, Portugal and UK), with delegates from academia and business with a wide range of backgrounds attending (including economics, geography, urban planning, marketing and behavioural science). This year's delegates included people from claranet, pgw Ltd, university researchers and students. Numbers of delegates: 34
 
Description Oxford Retail Futures Conference: Public Policy in Retail and Supply Chain Management
Geographic Reach Europe 
Policy Influence Type Influenced training of practitioners or researchers
Impact This conference was run as part of a collaboration with Oxford Institute of Retail Management (OXIRM), Saïd Business School, University of Oxford. The conference invites academic researchers to present their latest research. Topics are organised in a number of panels, and a Q&A / discussion is facilitated by a dedicated host after each panel session. This established annual conference is harvested to promote the Centre and encourage usage of its data and services. This year's delegates included people from PGW, Blackstone Gates, Dinalog, Blogres, university researchers and students. Numbers of delegates: 34
 
Description Oxford Retail Futures Conference: The changing role of place in a digital world
Geographic Reach Multiple continents/international 
Policy Influence Type Influenced training of practitioners or researchers
Impact This conference was run as part of a collaboration with Oxford Institute of Retail Management (OXIRM), Saïd Business School, University of Oxford. The conference invites academic researchers to present their latest research. Topics are organised in a number of panels, and a Q&A / discussion is facilitated by a dedicated host after each panel session. This established annual conference is harvested to promote the Centre and encourage usage of its data and services. This year's delegates included people from Hema, PGW, Couvenda, ECE Projektmanagement, CBRE Global Investors, university researchers and students. Number of delegates: 48
 
Description Parking Tickets in Camden Council
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Gave evidence to a government review
Impact We highlighted the parking tickets hot spots and their trends, which has high impact of the councils' income
 
Description Practical Data Science with Python
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The one day course was delivered at the University of Liverpool in London and attended by practitioners from across the fields of local government and education. Feedback from the event was very positive, with delegates stating they felt more confident with their knowledge and use of data science/python and how to apply it to modern industry.
 
Description Predictive Policing
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The tools generated by the Crime, Policing and Citizenship has been in trail with Metropolitan Police. The predictive crime heatmap will be used by London police force, and is in trail with Kent Police
 
Description Public Health England
Geographic Reach National 
Policy Influence Type Gave evidence to a government review
Impact MSc projects working with Public Health England (PHE) to evaluate the impact of social media on sexual health campaign. It founds that community tweets has powerful influence of the campaign. This will provide guide to PHE to better arrange the campaign which may increase in survival and quality of life if more people join the HVI test during the campaign week.
 
Description Public Health England on their sexual health campain
Geographic Reach National 
Policy Influence Type Implementation circular/rapid advice/letter to e.g. Ministry of Health
Impact WE examined the impact of PHE's health campaign via social media, suggesting the high impacts coming from community twitter account owner
 
Description Retail Futures Conference: Data analytics (2016)
Geographic Reach Europe 
Policy Influence Type Influenced training of practitioners or researchers
Impact This conference was run as part of a collaboration with Oxford Institute of Retail Management (OXIRM), Saïd Business School, University of Oxford. The conference invites academic researchers to present their latest research. Topics are organised in a number of panels, and a Q&A / discussion is facilitated by a dedicated host after each panel session. This established annual conference is harvested to promote the Centre and encourage usage of its data and services. This year's delegates included people from Mindshare UK, Walgreens Boots Alliance, pgw Ltd., GI Solutions Group, university researchers and students. Numbers of delegates: 21
 
Description The British Academy and Royal Society Call for Evidence Data Governance
Geographic Reach National 
Policy Influence Type Participation in a national consultation
 
Description The Retail Leaders Forum
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact This workshop was run as part of a collaboration between CDRC, Oxford Institute of Retail Management (OXIRM), Saïd Business School, University of Oxford and Local Data Company (LDC), a CDRC data partner. The workshop invited academics and practitioners to discuss what a future research agenda might look like that works for both practitioners and academics University research team share their findings with a mixed audience of academics and practitioners followed by a discussion of the practical implications of the work. It was also used to showcase CDRC work in general, promote the Centre and encourage usage of the service. The workshop attended by people from Local Data Company, LEON, Tesco, Dixons Carphone, Pizza Hut, Tristan Capital Partners, Peel, British Land, PwC, The Retail Practice, Revo, Clarks, Mitchells and Butlers, NewRiver, Maybe*, Barbour ABI and university researchers. Number of delegates: 29
 
Description UK Open Data Mission to Taiwan
Geographic Reach Europe 
Policy Influence Type Participation in advisory committee
Impact In order to further strengthen exchanges and practical collaborations between the UK and Taiwan, the UK's Open Data Institute (ODI) is leading a six-member mission to Taiwan on 18 March to 20 March. The mission will build upon the letter of intent to work together on open data collaboration signed in December 2013 between the ODI and Taiwan's Open Data Alliance. Organised by the British Trade & Cultural Office (BTCO), the UK Open Data mission consists of start-up open data companies and researchers who meet with key stakeholders in Taiwan and host the "Taiwan-UK Open Data Summit" at the GIS Taipei Tech Convention Centre in Taipei tomorrow (19 March) in collaboration with Industrial Development Bureau of the Ministry of Economic Affairs and the Taipei Computer Association. The latest Open Data developments, covering policy, research and commercial applications will be addressed at the Summit.
URL https://www.gov.uk/government/world-location-news/uk-open-data-mission-visits-taiwan
 
Description Using Spatial Data from Social Media
Geographic Reach National 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals on how best to show and analyse Twitter data in a GIS would be a great resource for research in a wide range of different social science areas. Numbers of delegates: 13
 
Description Webmapping
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Influenced training of practitioners or researchers
Impact The IT Lab-based training course was open to people working in the public and private sectors as well as academics and private individuals. It can be inferred that the upskilIing of individuals to make more effective use of their data using the MapBox would give them the skills to display and better communicate spatial information. Numbers of delegates: 9
 
Description APSA Travel Grant
Amount $250 (USD)
Organisation American Political Science Association 
Sector Charity/Non Profit
Country United States
Start 08/2017 
End 08/2017
 
Description Additional Capital Funding - Northern Regional Data Facility
Amount £309,681 (GBP)
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 02/2016 
End 02/2019
 
Description Bartlett Innovation Fund
Amount £10,000 (GBP)
Organisation University College London 
Sector Academic/University
Country United Kingdom
Start 05/2018 
End 07/2018
 
Description ESRC Big Data Network Phase 3 Research Grants
Amount £157,905 (GBP)
Funding ID ES/P010741/1 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 02/2017 
End 02/2018
 
Description ESRC UCL, Bloomsbury and East London Doctoral Training Partnership: 2 Co-funded studentships
Amount £107,000 (GBP)
Organisation University College London 
Sector Academic/University
Country United Kingdom
Start 09/2018 
End 09/2021
 
Description ESRC additional capital funding 2016
Amount £301,680 (GBP)
Funding ID ES/L011840/1 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 02/2016 
End 03/2016
 
Description New visualization methods for profiling datasets and analysis pipelines
Amount £10,500 (GBP)
Organisation Alan Turing Institute 
Sector Academic/University
Country United Kingdom
Start 01/2019 
End 07/2019
 
Description PhD Enrichment Scheme
Amount £732 (GBP)
Organisation Alan Turing Institute 
Sector Academic/University
Country United Kingdom
Start 01/2019 
End 09/2019
 
Description Prototype Project: Landslide susceptibility mapping in data-poor environments
Amount £9,587 (GBP)
Organisation Economic and Social Research Council 
Department ESRC-DFID Joint Fund
Sector Public
Country United Kingdom
Start 04/2015 
End 05/2015
 
Description Q-Step Transition Funding. Nuffield Foundation funding to continue the successful UCL Q-Step Centre.
Amount £120,000 (GBP)
Organisation Nuffield Foundation 
Sector Charity/Non Profit
Country United Kingdom
Start  
 
Description Retail Business Datasafe
Amount £7,635,199 (GBP)
Funding ID ES/L011840/1 
Organisation Economic and Social Research Council 
Sector Public
Country United Kingdom
Start 02/2014 
End 11/2020
 
Description Sea and Currents Fund' for initiatives with global partners 2016
Amount B3,000 (PAB)
Funding ID 156780 
Organisation University College London 
Department UCL Global Engagement Office
Sector Academic/University
Country United Kingdom
Start 06/2016 
End 09/2016
 
Description The Mead Fund
Amount £350 (GBP)
Organisation University College London 
Department Department of Geography
Sector Academic/University
Country United Kingdom
Start 03/2017 
End 03/2017
 
Description UCL Research Catalyst Awards
Amount £1,480 (GBP)
Organisation University College London 
Sector Academic/University
Country United Kingdom
Start 09/2017 
End 09/2017
 
Description Women In Machine Learning Workshop
Amount $300 (USD)
Organisation Women In Machine Learning 
Sector Charity/Non Profit
Country United States
Start 12/2016 
End 12/2016
 
Description Women In Machine Learning Workshop
Amount $750 (USD)
Organisation Women In Machine Learning 
Sector Charity/Non Profit
Country United States
Start 12/2017 
End 12/2017
 
Description Yusuf Ali Travel Bursary
Amount £600 (GBP)
Organisation University College London 
Sector Academic/University
Country United Kingdom
Start 06/2017 
End 07/2017
 
Title A deep learning approach to infer employment status of passengers by using smart card data 
Description A deep learning architecture, called a thresholding multi-channel convolutional neural network, was developed to predict an individual's employment status from their oyster card data 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2019 
Provided To Others? Yes  
Impact This method has been used to analyse demographic profiles 
URL https://ieeexplore.ieee.org/document/8645820
 
Title Accessibility Estimator 
Description The accssibility estimator provides codes and detailed descriptions of steps to measure dynamic public transport accessibility to a range of urban services at high temporal and spatial resolutions. The tool builds on and links existing Open Source tools including OneBusAway GTFS converter (https://github.com/OneBusAway/onebusaway-uk), OpenStreetMap (https://www.openstreetmap.org), Python geospatial libraries and the OpenTripPlanner (see http://www.opentripplanner.org/) routing engine. Our solution accepts commonly used UK-wide administrative datasets as input data, notably ATCO-CIF bus timetables, Ordnance Survey ITN transport network data, OS Points of Interest and NAPTAN databases. As a result, our accessibility estimator provide a novel, integrated processing solution tailored to the data and resarch environment of UK transport authorities, thus adding value to existing research infrastructure. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? Yes  
Impact Using the accessibility estimator, we were able to develop the first dynamic accessibility measures for the West Midlands Combined Authority (WMCA). Such measures are valuable for transport planning and urban research and were received by our partners, Transport for West Midlands, with great interest. The work is transferable to most other UK transport authorities, which operate within very similar data and research environments. We are hoping to extend this work to develop further, policy-relevant and novel indicators measuring accessibility vis-a-vis mobility needs in a dynamic way. 
URL https://github.com/ESRC-CDRC/ihm_accessibility/wiki
 
Title Data linkage pilot 
Description A github repository documenting the steps and data needs to link smartcard data transactions recorded according to the UK-wide ITCO format. Using this repository, it will be possible for the first time to turn ITCO public transport smartcard transaction data into research resources under certain conditions, adding value to exisiting research infrastructures held by transport authorities. The repository is a pilot and consitutes a first step towards potentially generating a robust, generalisable and scalable toolset to process 'big' smartcard data over long time horizons for research purposes. 
Type Of Material Improvements to research infrastructure 
Year Produced 2018 
Provided To Others? Yes  
Impact The pilot framework enabled us to model origin-destination flows of different types of bus passengers at different times of the day over a period of 2.5 years. This model informed our partners, Transport for West Midlands (TfWM), about the detailed usage of the concessionary scheme for the region's public transport network and contextualise part of the observed decline in bus patronage. TfWM had not been able to analyse the data in this way before due to the absence of such methods. The pilot is transferable to other UK transport authorities collecting data under the ITCO format to help them understand trends in public transport patronage. 
URL https://github.com/jktulu/ihm_transit_data_linkage/wiki
 
Title Graph Deep Learning for Crime Incident Hotspot Prediction 
Description First deep learning method to predict crime hotspot on road networks 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2019 
Provided To Others? Yes  
Impact The method has been used to predict other incidents such as fire and traffic. 
URL https://doi.org/10.1016/j.compenvurbsys.2019.101403
 
Title Graph Deep Learning for Traffic Prediction 
Description A deep learning method to prediction traffic flow and speed on road networks 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2019 
Provided To Others? Yes  
Impact This could be used in transport management system for real-time traffic prediction 
URL https://doi.org/10.1111/mice.12450
 
Title Profiling urban places using social media data 
Description We develop a framework to derive name, boundaries and functions of urban space based upon geotagged social media data to improve the understanding of urban space 
Type Of Material Model of mechanisms or symptoms - human 
Year Produced 2017 
Provided To Others? Yes  
Impact This can be used for targeted advertisement 
URL https://www.tandfonline.com/doi/full/10.1080/19475683.2017.1382571
 
Title A classification of Multi-dimensional Open Data of Urban Morphology (MODUM) 
Description The MODUM classification is a national classification for England and Wales at the Output Area level (2011 Census Geography), describing the typology of neighbourhoods based on a number of built environment and urban morphology attributes. The classification groups neighbourhoods into 8 distinct clusters, each described by a pen portrait. More details can be found in the relevant academic paper (Alexiou, A., Singleton, A., and Longley, P.A., 2016. A Classification of Multidimensional Open Data for Urban Morphology. Built Environment, Volume 42:3, pp. 382-395). The development of MODUM illustrates that the production and analysis of a classification using Big and Open data can offer unique insights into some aspects of geodemographic structure of urban areas. The results capture through the multidimensionality of the data both microscopic and macroscopic identifiers of urban morphology. It is currently freely available to download through the Consumer Data Research Centre website. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Following the publication, a number of potential users have been interested in the product in the past, which they acquired through personal communication. Purposes vary, but most commonly the classification would be used as a simplified structure of the physical properties of geographic space that can be used to explore correlations with other spatial phenomena, potentially in a variety of applications, from real estate and house prices to health and wellbeing. Since it has been made available online, it could be used by urban planners and investors in the built environment to identify the areas in which the physical preconditions exist for neighbourhood renewal or upscaling, although individual impacts would be difficult to identify. 
URL https://data.cdrc.ac.uk/dataset/cdrc-2016-classification-of-multidimensional-open-data-for-urban-mor...
 
Title Airbnb Property Rentals and Reviews (supplied by AirDNA) 
Description This data profile describes a dataset held by the CDRC which has been supplied by AirDNA LLC. AirDNA provides data and analytics to vacation rental entrepreneurs and investors. By tracking the daily performance of over 4.5 million listings across 60,000 markets worldwide, AirDNA presents market reports and other data products that feature occupancy rates, seasonal demand, and revenue generated by short-term rentals. The dataset includes: Total historical data (monthly and daily listing performance) for London, UK and Leeds, UK Total host data for London, UK and Leeds, UK Property data for London, UK and Leeds, UK Total review data for London, UK and Leeds, UK Access is available on application through the CDRC. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact Data being using by one project and 2 projects are in the application process. 
URL https://data.cdrc.ac.uk/dataset/airbnb-property-rentals-and-reviews-supplied-airdna
 
Title Appliances Online Retail Data 
Description Appliances Online consumer, product, delivery and transaction data available for the period Jan 2013-Feb 2016, national coverage. This data product includes 3 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact These data have been used in the CDRC Internet User Classification 2018. 3 initial applications received - 1 approved, 2 withdrawn/rejected (as of 14/2/19). 
URL https://data.cdrc.ac.uk/dataset/appliances-online-delivery-data
 
Title Appliances Online Transaction Data 
Description Appliances Online transaction data are provided at the MSOA level for England and Wales and Intermediate Zone level for Scotland. The data provides information about total transaction frequencies and total transactions by both product category and time band for the period Jan 2013 - Feb 2016. This data is available through an application to the CDRC 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact This data set has had 5 initial applications, with 3 completed and 2 in progress. 
URL https://data.cdrc.ac.uk/dataset/appliances-online-transaction-data
 
Title British Population Survey 
Description British Population Survey (BPS), face to face market research surveys taken monthly from 2008-2015 with 6000-8000 records a month covering internet use; supermarket preference and geodemographics. Available at unit postcode and LSOA. This data product includes 1 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact These data have been used in the CDRC Internet User Classification 2018. 12 initial applications received - 2 completed, 2 applications in progress, 2 applications not started, 1 application rejected, 1 application waiting for full proposal, 4 withdrawn. 
URL https://data.cdrc.ac.uk/product/british-population-survey
 
Title Broadband Speed 
Description This data includes the average fixed-line broadband speed by output area, based on 2016, 2017 and 2018 data released by Ofcom. The source data file is linked below. Data files include measures of data coverage and performance. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact No applications received to date. 
URL http://data.cdrc.ac.uk/dataset/broadband-speed
 
Title CACI 
Description Consumer registers including names and addresses of adults in the UK annually 2014 - 2018. This data product includes 1 controlled dataset and is available on application through the CDRC. A CDRC created Data Profile is also available (NDA required). This product is nolonger available through the CDRC service but has been incorporated into the Linked Consumer Registers product. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact Data used to create CDRC indexes on stability and churn. Data being used by 1 CDRC PhD student. 3 initial applications received - 2 now completed, (1 withdrawn as of 14/2/19). Data nolonger available to CDRC users, replaced with the Linked Consumer Registers product which incorporates these data. 
URL https://data.cdrc.ac.uk/product/linked-consumer-registers
 
Title CDRC 2011 Output Area Classification (OAC) Geodata Pack 
Description The 2011 Area Classification for Output Areas (2011 OAC) is a UK geodemographic classification produced as a collaboration between the Office for National Statistics and University of Liverpool. This geodata pack contains 484 datasets. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact For further information regarding the 2011 OAC please visit: http://www.ons.gov.uk/ons/guide-method/geography/products/area-classifications/ns-area-classifications/ns-2011-area-classifications/index.html or http://www.opengeodemographics.com OAC is available as a CDRC interactive map at https://maps.cdrc.ac.uk/#/geodemographics/oac11/default/BTTTFTT/10/-0.1500/51.5200/ OAC has been downloaded 3,194 times (Oct 2015 - Feb 2018). Local authorities across the UK also make use of this classification. This is evident by CDRC's web traffic statistics. 
URL https://data.cdrc.ac.uk/dataset/cdrc-2011-oac-geodata-pack-uk
 
Title CDRC 2014 Internet User Classification (IUC) Geodata Pack 
Description The 2014 Internet User Classification (IUC) is a UK geodemographic of Internet use and engagement. This geodata pack contains 327 datasets. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact IUC 2014 is available as an interactive map at https://maps.cdrc.ac.uk/#/geodemographics/iuc14/default/BTTTFTT/10/-0.1500/51.5200/ The IUC 2014 has been downloaded 1,342 times (Oct 2015 - Feb 2018). The IUC is used by a number of CDRC data partners in modelling of consumer behaviour, development of a data partner organisation tailored version of the IUC is scheduled for April 2018 and will have the value demonstrated through a live application within the organisation. 
 
Title CDRC Estimated Change in the Rateable Value of Retail Premises 
Description These data provide the output of a model that explores the variable impact of the recession on current retail business rates. Regionally adjusted values are presented at the local authority scale for England; alongside retail centre adjusted values for a series of case study locations. These data were generated for a report produced in collaboration with the Local Data Company. Ancillary data used within the model were supplied by the Valuation Office Agency and Colliers International Ltd. This data product contains 1 dataset. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact This dataset has been downloaded 182 (Oct 2015 - Feb 2018) 
URL https://data.cdrc.ac.uk/dataset/cdrc-estimated-change-in-the-rateable-value-of-retail-premises
 
Title CDRC Individual Income Estimates (PAYE) 
Description This geodata pack provides the individual income from Pay As You Earn (PAYE) and benefits for tax year ending 2016. This geodata pack contains 92 datasets. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact These data have been created to use in the Internet User Classification 2018. This dataset has been downloaded 15 times (during Feb 2018). 
URL https://data.cdrc.ac.uk/product/cdrc-individual-income-estimates-paye
 
Title CDRC Internet User Mapbook 
Description This geodata pack provides estimates of Internet engagement.The estimates were derived from the 2013 Oxford Internet Survey and created in collaboration with the Oxford Internet Institute. This geodata pack contains 326 datasets. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact Singleton, A.D., Riddlesden, D., Blank, G., Graham, M. (2015) Internet User Map Book. University of Liverpool: Consumer Data Research Centre (CDRC). The Internet User Mapbook has been downloaded 252 times (Oct 2015 - Feb 2018). 
URL https://data.cdrc.ac.uk/product/cdrc-internet-user-mapbook
 
Title CDRC Linked Consumer Registers (1997-2016) 
Description The linked consumer registers created by the CDRC contain the names and addresses for adults in the UK in annual snapshots between 1997 and 2017. They are compiled from reported outputs from linking public versions of the electoral roll and consumer registers (supplied by DataTalk and CACI). The data represent a near-complete coverage of the adult population at an individual level. This is a controlled data product available upon application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact No applications received to date 
URL https://data.cdrc.ac.uk/dataset/linked-consumer-registers-1997-2016
 
Title CDRC Maps 
Description CDRC Maps is a data visualisation tool using open data available through the CDRC Datastore. As of 31st Dec 2018 115 maps on geodemographics, indicators and metrics are available through this open data service. 
Type Of Material Data analysis technique 
Year Produced 2015 
Provided To Others? Yes  
Impact CDRC Maps has had 200,945 visitors and 583,184 page views since its launch (to 31st Dec 2018) and maps have appeared in a number of national, regional and online media. 
URL https://maps.cdrc.ac.uk
 
Title CDRC Modelled Ethnicity Proportions 1997-2016 
Description This dataset created by the CDRC combines historical electoral roll and consumer register data (on surnames, forenames and locations) between 1997 and 2016 with a special aggregated metric derived from ONS data which lists the most frequently selected second-level ethnicity category for most common forenames and surnames. This is a safeguarded data product available upon application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Since product launched in September 2018 9 initial applications have been received (6 underway, 2 are in progress and 1 withdrawn (as at 26/2/19)). Used in 10 applications. 
URL https://data.cdrc.ac.uk/dataset/modelled-ethnicity-proportions
 
Title CDRC Retail Centres and Catchments 
Description This CDRC created set of 7 datasets contains data on retail centre boundaries; retail centre centroids, retail centre comparison catchments, retail centre convenience catchments, maps pre and post recession town centre statistics, maps retail centre locations 2004 and retail centre typology 2018. These were created using an innovative new methodology that utilises data extracts supplied by the Local Data Company (LDC). 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact These data have been used to create the CDRC Retail Areas and Catchments Indicator. The catchment boundaries are in use by the Local Data Company (LDC) and integrated into their modelling platform. The code used to define the retail centre boundaries was used by countdown supermarkets in New Zealand. 
URL https://data.cdrc.ac.uk/product/cdrc-retail-centres-and-catchments
 
Title CDRC SmartStreetSensor Atlas 
Description The SmartStreetSensor Footfall Atlas is a CDRC derived product based on the Local Data Company - UCL SmartStreetSensor Footfall Data. The Atlas contains information about every sensor installed by LDC in the UK since July 2015 until 31st December 2017 along with relevant metadata for the network of sensors. This data product includes 1 safeguarded dataset and is available on application through the CDRC. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact 2 applications received and withdrawn. 
URL https://data.cdrc.ac.uk/product/smartstreetsensor-footfall-atlas
 
Title CDRC Value Added Open Data Products 
Description CDRC have added value to a range of open datasets for our stakeholders to access. Twenty seven products have been created containing 8624 datasets. These include: Borders Geodata CDRC 2011 Census Data Packs CDRC 2011 Census Data Packs for Northern Ireland CDRC 2011 Census Data Packs for Scotland CDRC 2011 Census Open Atlas CDRC 2011 Residence-Workplace Geodata Pack CDRC 2011 Transport Map Book CDRC 2015 Energy Estimate Geodata Pack CDRC 2015 Flooding Risk CDRC 2015 OS Geodata Pack CDRC 2017 OS Open Greenspace Geodata Pack CDRC Council Tax Bands CDRC Fixed Broadband and Network Infrastructure CDRC Index of Multiple Deprivation Data Packs CDRC Mid-Year Population Estimates CDRC Outstanding Residential Mortgage Lending by Postcode Lending by Postcode Sector CDRC Price Paid Data per Property Type at the LSOA scale CDRC Wifi Hotspots Child Health Electricity Domestic Consumption Energy Performance Certificates (EPC): Ratings by Output Area Gas Domestic Consumption Life Exectancy OS Open Map - Local Population Open Data Top Metrics Transport in London 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact CDRC Open Data service have 13,627 registered users (as at 31st Dec 2018) and data has been downloaded 250,531 times (including CDRC Value Added, CDRC created data products and online tutorials) 
URL https://data.cdrc.ac.uk/
 
Title CGA 2017 Alcohol on trade outlet index and volume estimations 
Description The CGA datasets contain details of alcohol on trade premises along with volume estimations by band (beer, spirits, cider, wines) in England, Wales and Scotland for 2017. This safeguarded data product is available upon application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Since product launch 2 initial applications have been received, approved and are in progress. 
URL https://data.cdrc.ac.uk/dataset/cga-2017-alcohol-on-trade-outlet-index-and-volume-estimations
 
Title Cluttons Real Estate Indices 
Description These indices record changes in sales and rental values for residential properties and commercial office spaces for the various London markets where Cluttons operate. The data were collected from 1996 to 2017 and are represented as indices where 100 is the equivalent value at the start of the data collection period for each market. This data product includes 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact No impact to date 1 initial application received - withdrawn as of 14/2/19 
URL https://data.cdrc.ac.uk/dataset/cluttons-real-estate-indices
 
Title DataTalk Consumer Registers 
Description The Datatalk Consumer Registers data product contains a compiled list of records of the entire UK adult population including full names and addresses (including postcodes) for each year from 2003 to 2012. This data product includes 1 controlled dataset and is available on application through the CDRC. A CDRC created Data Profile is also available on request. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Data used to create CDRC Population Churn and Modelled Ethnicity Proportions as well as Linked Consumer Registers. Data being used by 1 CDRC PhD student. 3 initial applications received - 2 approved and completed, (1 withdrawn as of 14/2/19). Data nolonger available to CDRC users, replaced with the Linked Consumer Registers product which incorporates these data. 
URL https://data.cdrc.ac.uk/product/linked-consumer-registers
 
Title DataTalk Electoral Roll 
Description The Electoral Roll Data - Historical contains the records from the electoral roll published in 1998-2002. This data product includes 5 controlled datasets (one for each year) and is available on application through the CDRC. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Data used to create CDRC Population Churn and Modelled Ethnicity Proportions as well as Linked Consumer Registers. Data being used by 1 CDRC PhD student. 3 initial applications received - 2 approved and completed, (1 withdrawn as of 14/2/19). Data nolonger available to CDRC users, replaced with the Linked Consumer Registers product which incorporates these data. 
URL https://data.cdrc.ac.uk/product/linked-consumer-registers
 
Title Domestic Energy Provider 
Description Domestic energy provider smart meter gas and electric data for the year 2015 in Great Britain. This data product includes 1 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available (NDA required). 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact Data being used by 2 CDRC PhD students (1 completed). 14 initial applications received (Applications closed = 1 Applications completed = 2 Applications not started = 2 Applications on hold = 1 Applications rejected = 1 Applications reviewed = 1 Applications waiting for full proposal - 1 Applications withdrawn = 5 (as of March 2019) 
URL https://data.cdrc.ac.uk/product/domestic-energy-provider
 
Title Dwelling Ages and Prices 
Description Small area datasets related to residential properties that are mapped on CDRC Maps, including dwelling age periods and house prices (at LSOA resolution). From the VOA and the ONS. For sub-national level median housing price geodata packs at the individual Local Authority District (LAD), Local Enterprise Partnership (LEP) or Combined Authority (CA), please visit https://data.cdrc.ac.uk/geodata-packs 
Type Of Material Database/Collection of data 
Year Produced 2020 
Provided To Others? Yes  
Impact No impact yet 
URL https://data.cdrc.ac.uk/dataset/dwelling-ages-and-prices
 
Title FCA Financial Lives Survey 
Description Anonymised individual responses from the Financial Conduct Authority's 2017 Financial Lives Survey. Includes approximately 13,000 records. This data product includes 1 safeguarded dataset and is available on application through the CDRC. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact CDRC facilitating access to Financial Conduct Authority Financial Lives Survey to participants of FCA DataSprint event (March 2018). 46 initial applications received Applications closed = 1 Applications completed = 1 Applications in progress = 15 Applications not started = 1 Applications rejected = 3 Applications in review = 2 Applications in revisions = 2 Applications waiting for a full proposal = 6 Applications withdrawn = 13 applications with other status = 2 
URL https://data.cdrc.ac.uk/dataset/fca-fls-2017-data
 
Title Family Restaurant Transaction Data 
Description This is a dataset on sales by time and date from an established family restaurant chain held by the CDRC which has been supplied by Didobi Ltd. The transactions have been aggregated (volume and value) for 26 selected restaurants into 15-minute slots during all opening hours from 26 Dec 2016 and 21 Dec 2017. All sites are proximal to SmartStreetSensors. This is a safeguarded data product available upon application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Since product launch 2 initial applications have been received, both approved and are in progress. 
URL https://data.cdrc.ac.uk/dataset/family-restaurant-transaction-data-dine-in-and-take-away
 
Title Fast Food Restaurant Transaction Data 
Description This is a dataset on sales by time and date from an established fast food restaurant held by the CDRC which has been supplied to the CDRC by Didobi Ltd. The transactions have been aggregated (volume and value) for 11 selected restaurants into 1 hour slots during all opening hours from 26 Dec 2016 and 21 Dec 2017. All sites are proximal to SmartStreetSensors. This safeguarded data product is available upon application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Since launch 3 initial applications have been received, 2 are in progress and 1 application is waiting for a full proposal. 
URL https://data.cdrc.ac.uk/dataset/fast-food-restaurant-transaction-data-volume-and-values
 
Title Food Hygiene Rating Scheme (FHRS) Ratings 
Description The data provides the food hygiene rating or inspection result given to a business and reflect the standards of food hygiene found on the date of inspection or visit by the local authority. Businesses include restaurants, pubs, cafés, takeaways, hotels and other places consumers eat, as well as supermarkets and other food shops. The data are held on behalf of local authorities participating in either the Food Standards Agencies: * National Food Hygiene Rating Scheme (FHRS) in England, Northern Ireland and Wales, or * the Food Hygiene Information Scheme (FHIS) in Scotland Data are only available for local authority areas running either of these schemes. FHRS Data Supply 1 (Snapshot as at 5 March 2019). Extracted and supplied by Fusion Data Science. 
Type Of Material Database/Collection of data 
Year Produced 2019 
Provided To Others? Yes  
Impact No impact yet 
URL https://data.cdrc.ac.uk/dataset/food-hygiene-rating-scheme-fhrs-ratings
 
Title Fusion Data Science Business Census 
Description This data product contains information on companies registered in the UK with Companies House as of 31st March of a particular year since 2012. This is an open data product. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Open data product available through CDRC Open tier as of April 2018 
URL https://data.cdrc.ac.uk/dataset/business-census
 
Title Geodata packages 
Description The geodata packages summarise the most important indicators developed in this project at the level of Lower Level Super Output Areas (LSOAs). The indicators include a typology of passengers travelling under the English National Concessionary Scheme (ENCTS) and their distribution throughout the West Midlands Combined Authority (WMCA), the number of ENCTS eligible residents throughout the region in the past and forecast into the future, travel times by bus to a range of points of interest (supermarkets, retail centres, GP practices, hospitals, railway stations), the number of ENCTS boardings per month and LSOA, and monthly origin-destination flows of ENCTS passengers (2014-2016). These datasets can be downloaded as Open Data from the data catalogue of the ESRC Consumer Data Research Centre (CDRC, data.cdrc.ac.uk) and are mapped on CDRC Maps (maps.cdrc.ac.uk). 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact The resarch data can be downloaded and accessed by anyone interested in issues of social inclusion and transport in the WMCA. The launch of the data have been announced in the CDRC network. CDRC data and maps are highly accessed resources attracting a large number of diverse users. As a result, the data outputs are highly visible and accessible to the public. No specific, expressed queries in relation to the data outputs have been recorded as yet. 
URL https://maps.cdrc.ac.uk/#/indicators/wm_c1/default/BTTTFFT/12/-1.9500/52.4900/
 
Title High Street Retailer 
Description High Street Retailer store space, store location, customer, transactions with and without retail loyalty card available for the period 2012-2017, national coverage. This data product includes 5 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available (NDA required). 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact Data being used by 3 CDRC PhD students (1 now completed). 26 initial applications received - 11 approved, 2 applications in progress, 4 withdrawn (as of 14/2/19) 4 applications received between 27 November 2019 and 6 February 2020. 
URL https://data.cdrc.ac.uk/product/high-street-retailer-data
 
Title Huq device location dataset 
Description This dataset provided by Huq Industries Ltd gives the location traces of mobile devices within Bristol and Greater London during the last 6 months of 2016. This is a controlled dataset available upon application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact initial applications have been received and are in progress. 
URL https://data.cdrc.ac.uk/dataset/huq-device-location-dataset
 
Title Index of Access to Healthy Assets and Hazard 
Description The AHAH index explores the geography of how the environment impacts our health, conflating a range of open and consumer data to create a new composite indicator available at multiple scales of geography. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact The index has been picked up by public health England; and is being used within their fingertips tool which is available to all local authorities in England. Additionally David Bayliss from PHE is visiting UoL as a researcher to develop further collaboration around the use and development of this tool. AHAH has also been downloaded 678 times (Jul 2017-Feb 2018) 
URL https://maps.cdrc.ac.uk/#/indicators/ahah/
 
Title Internet User Classification 2018 
Description This Geodata pack provides a number of files associated with the 2018 Internet User Classification (IUC). The IUC is a bespoke classification that describes how people living in different parts of Great Britain interact with the Internet. It provides aggregate population profiles of Internet use and engagement at the Lower Super Output Area (LSOA) and Data Zone (DZ) level (2011 Census Geography). It has been developed in order to update and expand to the previous (2014) IUC and as such includes wider and more comprehensive data, built from a range of consumer, survey and open data collected by the CDRC. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact No impact to date 
URL https://data.cdrc.ac.uk/dataset/internet-user-classification-2018
 
Title Local Data Company - retail unit 
Description Local Data Company retail type or vacancy, retail unit address and retail type of vacancy classification data for 5 time periods in summer: 2009 (peak recession), 2014 (post recesision), 2015, 2016, 2017, 2018. This data product includes 2 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created profile is also available. 
Type Of Material Database/Collection of data 
Year Produced 2015 
Provided To Others? Yes  
Impact Data used to create CDRC retail areas and catchments and in the Internet User Classification 2018. Data being used by 3 CDRC PhD students. 19 applications received - 1 application completed, 6 applications in progress, 6 withdrawn 1 application not started, 2 application under review, 3 application waiting for a full proposal. 
URL https://data.cdrc.ac.uk/product/local-data-company-retail-data
 
Title Location Sciences Mobile Devices Movement Data 
Description This product was provided by Location Sciences and records location traces of mobile devices of anonymised users within England (90% of the data fall within the England boundary) during the period Mar 2017- Feb 2018 inclusively. This data product included 1 controlled dataset and is available on application through the CDRC. Due to a change in management this agreement was not extended and these data are nolonger available to the CDRC service as of 14th Feb 2019. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact No impact to date. 3 applications received, 1 in progress, 1 withdrawn and 1 waiting for a full proposal 
 
Title London Classification of Workplace Zones (LCoWZ) 
Description The London Workplace Zones Classification (LWZC) 2017 is a geodemographic classification based on various datasources including the 2011 UK Census. It uses data from 2011 census and other sources to segment London's workplace zones into categories based on workers' and businesses' characteristics. A total of 92 variables were used to classify the 8,154 workplace zones in London. This database contains 1 dataset. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Technical report produced with the project sponsors, the Greater London Authority (GLA): Singleton, A., Longley, P.A., Duckenfield, T. 'London Workplace Zones Classification Technical Report' produced with the Greater London Authority'. LWCZ is available as interactive map at https://maps.cdrc.ac.uk/#/geodemographics/lcowz17/default/BTTTFTT/10/-0.1271/51.5274/. 
URL https://data.london.gov.uk/dataset/london-workplace-zone-classification
 
Title London Output Area Classification (LOAC) 
Description This 2011 Census based output area classification was customised to fit the extent of London. Data includes the lookup and various descriptive materials. 
Type Of Material Database/Collection of data 
Year Produced 2014 
Provided To Others? Yes  
Impact Disseminated through the Greater London Authority website, and was a launch product at redesign. Attracted much attention on Twitter, 37 retweets and 21 favourites. 
URL http://www.opengeodemographics.com/
 
Title OOMap 
Description The Bicycle Sharing System Docking Stations data product contains historical, frequently observed individual docking station numbers of bikes and free spaces, aggregated summaries and docking station location information, for 55 bicycle sharing systems (BSS) in cities and city groups across the world. This data product includes 51 safeguarded datasets (available on application through the CDRC) and 4 open datasets. CDRC created Data Profiles are also available. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Data product released early 2018. 27 initial applications received for safeguarded products - 10 approved, 5 applications in progress, 12 withdrawn/rejected (as of 14/2/19). CDRC researcher Oliver O'Brien used two datasets, as part of a significant data contribution for a Guardian newspaper online article looking at the recent rise and fall of dockless bikeshare systems in various English cities. Oliver was also interviewed for the article, and contributed commentary and insight into the success of the systems, based on his observations of the data on CDRC Data and elsewhere during the course of his research. The datasets used were: https://data.cdrc.ac.uk/dataset/ofo-uk https://data.cdrc.ac.uk/dataset/london-bss The Guardian article can be viewed at https://www.theguardian.com/cities/2019/feb/22/life-cycle-is-it-the-end-for-britains-dockless-bike-schemes 46 user applications (Applications closed = 2 Applications completed = 4 Applications in progress = 9 Applications not started = 2 Applications rejected = 2 Applications waiting for full proposal = 5 Applications withdrawn = 22) 
URL https://data.cdrc.ac.uk/product/bicycle-sharing-system-docking-stations
 
Title Regional Transport Provider 
Description Regional Transport Provider ticket counts, assets, travel demand, vehicle postition & transport infrastructure data. This data product includes 2 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available (NDA required). 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact Data being used by 2 CDRC PhD students. 9 applications received - 3 completed, 3 applications in progress, 1 not started, 1 in review, 1 withdrawn. 
URL https://data.cdrc.ac.uk/product/regional-transport-provider-data
 
Title Registry Trust CCJs 
Description Aggregated County Court Judgement Records from 2001 for England and Wales and from 2008 for Scotland. This data product includes 1 safeguarded dataset and is available on application through the CDRC. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact 2 CDRC user initial applications to access the data have been received - 1 now completed, (1 application withdrawn as of 14/2/19). 
URL https://data.cdrc.ac.uk/product/county-court-judgements-ccjs
 
Title Shop Direct 
Description Shop Direct transactions and products data for 2015, national coverage. This data product includes 1 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available. 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact These data have been used in the CDRC Internet User Classification 2018. 6 applications have been received - 1 application is in review, 5 withdrawn. 
URL https://data.cdrc.ac.uk/product/shop-direct-retail-data
 
Title SmartStreetSensor footfall 
Description The LDC SmartStreetSensor footfall data produced in partnership with the CDRC includes details of passive WiFi signal probing from a sensor network across Great Britain. These data are used as a proxy for estimating footfall at retail locations. Aggregated footfall count data products have been created for researchers and local authorities . This data product includes 1 controlled and 2 safeguarded datasets and is available on application through the CDRC. A CDRC created Data Profile is also available. 
Type Of Material Database/Collection of data 
Year Produced 2017 
Provided To Others? Yes  
Impact Data being used by 4 CDRC PhD students. 34 applications received - 9 completed approved,11 applications in progress, 9 withdrawn, 1 rejected, 1 not started, 1 in review, 2 waiting for full proposal 
URL https://data.cdrc.ac.uk/product/ldc-smartstreetsensor-footfall-data
 
Title Speedchecker Broadband Internet Speed Tests 
Description This dataset provided by Speedchecker Ltd https://www.broadbandspeedchecker.co.uk/ includes individual readings of Internet speed from online speed tests, as well as other information such as Internet latency and ISPs, between 2011 and 2018. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact No applications received to date. Data used in Internet User Classification. 
URL https://data.cdrc.ac.uk/dataset/speedchecker-broadband-speed-tests
 
Title Temporal Output Area Classification and Uncertainty Measures 
Description The database contains a 2001 - 2011 output area classification; alongside uncertainty measures derived from secondary data sources. 
Type Of Material Database/Collection of data 
Year Produced 2014 
Provided To Others? Yes  
Impact None yet, although a key finding from this research has highlighted the difficulty in mixing census and secondary small area estimates. 
URL https://github.com/alexsingleton/temporal-oac
 
Title West Midlands Bus Based Accessibility Data Set 
Description Data is open access according to: https://opendefinition.org/od/2.1/en/ Data set is accessibility estimates to selected POIs (retail centres, supermarkets, clinics, GPs, hospitals, railway stations) based on bus timetables and the ITN road network at OA level 2010-2016. Supermarkets are categorised by size, each category also includes any larger categories. Travel time is the mean minimum time to reach each of the specific POIs across a 24 hour period calculated at 30 minute intervals. The tables also include the percentage change in mean travel time from the value 12 months previous, where this is available. The first table is based on a Tuesday and the second is based on a Saturday. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact The data set is used to generate the maps for accessibility indicators at https://maps.cdrc.ac.uk/#/indicators/wmchg_all/default/BTTTFFT/10/-1.9000/52.5000/ 
URL https://data.cdrc.ac.uk/dataset/west-midlands-bus-based-accessibility
 
Title Youth Banking Card Provider 
Description The Youth Banking Card Provider dataset holds basic geodemographic information from each young user (6-18 years) and detailed information about their spending habits using a pre-paid debit card. This data product includes 1 controlled and 1 safeguarded dataset and is available on application through the CDRC. A CDRC created Data Profile is also available (NDA required). 
Type Of Material Database/Collection of data 
Year Produced 2016 
Provided To Others? Yes  
Impact 3 Initial applications have been received - 1 approved and 2 withdrawn (as of 14/2/19) CDRC researcher Guy Lansley accessing more recent data for research at partner's premises. 
URL https://data.cdrc.ac.uk/product/youth-banking-card-provider-transactions-and-earning-data
 
Title sensor 
Description This index created by the CDRC provides an estimate of the proportion of households that have changed between the end of 2016 and the start of each of each year going back to 1998. The estimates were built from linking administrative and consumer data, including electoral registers, consumer registers and land registry house sale data. This data enables researchers to explore annual variations in neighbourhood change at a small area geography. Crucially it also enables researchers to focus on yearly data rather than relying on decadal census data to estimate change. It is even possible to observe trends that have occurred since the collection of the most recent census. This is a safeguarded data product available by application. 
Type Of Material Database/Collection of data 
Year Produced 2018 
Provided To Others? Yes  
Impact Since product made available in September 2018, 15 initial applications have been received, 1 completed, 8 in progress, 3 withdrawn, 1 not started, 2 waiting for a full proposal. 
URL https://data.cdrc.ac.uk/dataset/cdrc-population-churn-index
 
Description ARUP UBEL Doctoral Training Partnership co-funded studentship 
Organisation Arup Group
Country United Kingdom 
Sector Private 
PI Contribution Negotiated co-funded '+3' studentship and data to be made available to student.
Collaborator Contribution Financial support, data and commercial expertise and supervision to be made available for ESRC UBEL Doctoral Training Partnership '+3' studentship.
Impact '+3' co-funded ESRC UBEL DTP student recruited and began September 2018
Start Year 2018
 
Description AXA PPP 
Organisation AXA
Department AXA PPP Healthcare
Country United Kingdom 
Sector Private 
PI Contribution The Retail Research Masters Research initiative gives masters level students the opportunity to conduct their dissertation with the co-supervision of a retail organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Demographics Users Group conference and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK retail companies, or businesses which handle retail data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this.
Impact Olga Tregubova (2014) European Union Government Open Data in Market Research: Exploring Current Discussion among Stakeholders on Opportunity, Accessibility, Usability and Desired Outcomes. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2014
 
Description Appliances Online 
Organisation Appliances Online Ltd
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC service. Short research project for Appliances Online investigating trends in delivery data and failed deliveries.
Collaborator Contribution Provision of data, online delivery; online consumer and transaction data to CDRC Secure and Safeguarded service for the purposes of social science research.
Impact CDRC Data Licence Agreement for 3 secure -Product; online delivery; online consumer and 1 safeguarded datasets - transaction data to available through CDRC Service. Data used in CDRC Internet User Classification 2017. CDRC Case Study: Pavlis, M., Singleton, A. 'Deriving the Spatial Extent of Retail Centres' 3 initial applications received (1 approved, 2 withdrawn/rejected) as of 14/2/19
Start Year 2016
 
Description Argos 
Organisation Home Retail Group (Argos)
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Radoslaw Kowalski (2015) Topic modelling online customer reviews; Duncan Clayton-Stead (2016) An analysis of Argos concession store performance located in Homebase and Sainsbury's stores across the UK. Natalia Gil (2016) The performance of Argos concessions in other stores. Masters projects resulted in inputs into partner's strategic decision making.
Start Year 2015
 
Description BT PLC 
Organisation BT Group
Department Diagnostic Technology, Service Technology & Analytics
Country United Kingdom 
Sector Private 
PI Contribution The Masters Dissertation Scheme gives Masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre (CDRC) facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading businesses at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact One 2020 project - Identification, prediction and potential resolution of fault location/type, impacting the delivery of Internet connectivity to domestic users at home
Start Year 2019
 
Description Barbour ABI 
Organisation Barbour ABI
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Matthew Grove (2017) An evaluation of the relationships between construction developments and retail vacancy (project in partnership with LDC). Barbour ABI went on to recruit the student. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2017
 
Description Barclays plc 
Organisation Barclays
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2019 projects: Predicting the potential sales at new locations - utilising transactional datasets; Correlation of Social Media Data and spending activity in the UK
Start Year 2019
 
Description British Gas 
Organisation British Gas
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Demographics Users Group conference and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Nicholas Samson (2014) Can smart meters save consumers and British Gas money and carbon by pinpointing which consumers are most likely and best placed to install insulation in their homes? - CDRC dissertation first prize winner; Anastasia Ushakova (2015) Can we identify vulnerable energy customers from smart meter data? - CDRC dissertation runner up prize winner. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2014
 
Description CACI Ltd 
Organisation CACI International Inc
Department CACI Ltd
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC service. Also involved in the Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution To provide the Consumer Register datasets for 2014-2019 for the purposes of social science research. Member of CDRC Advisory Board. Also partner in the Masters Research Dissertation Programme where representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Member of CDRC Advisory Board. CDRC Data Licence Agreement for Consumer Registers data available to approved CDRC Users through Secure tier of CDRC service. Agreement not extended beyond Feb 2019. Data will nolonger be available through CDRC Service. Data used in CDRC Linked Consumer Registers https://data.cdrc.ac.uk/product/linked-consumer-registers controlled product Population Churn https://data.cdrc.ac.uk/product/cdrc-population-churn-index and Modelled Ethnicity Proportions https://data.cdrc.ac.uk/dataset/modelled-ethnicity-proportions safeguarded products Data used by CDRC PhD student Guy Lansley for thesis 'Big Data: Geodemographics and Representation' CDRC case study: Lansley, G., Li, W., Longley, P.A. 'Representing Population Dynamics from Administrative and Consumer Registers' https://www.cdrc.ac.uk/wp-content/uploads/2017/03/Areas-and-Activities.pdf. CDRC Masters Research Dissertation Programme: Yiqao Huang (2015) Shopping centre's turnover estimation using microsimulation: an exploratory research in Inverness; Eirini Milaiou (2016) Topic extraction and document classification on textual survey data with unsupervised modelling techniques. One 2020 project - Creating Small Area Populations.
Start Year 2015
 
Description CBRE 
Organisation CBRE Group, Inc.
Country United States 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2018 Masters Research Dissertation Programme project: Runsang Yu (2018) Understanding footfall: using GPS data to define four shopping areas in London; Christopher Storey (2018) Assessing retail space use using mobile location histories Masters projects resulted in inputs into partner's strategic decision making.
Start Year 2018
 
Description CDRC 105: The Impact of Housing Market Investors: Theory and Evidence from the UK 
Organisation Imperial College London
Department Imperial College Business School
Country United Kingdom 
Sector Academic/University 
PI Contribution CDRC-Leeds managed project for access Whenfresh/Zoopla data. Managed BPSS checks and supported analysis in UCL secure lab.
Collaborator Contribution Undertaking analysis for CDRC approved project 105 The Impact of Housing Market Investors: Theory and Evidence from the UK
Impact CDRC approved user working in UCL secure lab
Start Year 2018
 
Description CDRC User Application 004: Exploring geographical patterns in medication usage 
Organisation University of Liverpool
Department Department of Chemistry
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC controlled High Street Retailer data for project 004 Exploring geographical patterns in medication usage submitted by Mark Green, University of Liverpool. Application approved and User Agreements fully executed with research team. Supporting project team data analysis in lab.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer controlled data for Exploring geographical patterns in medication usage project. Have amended proposal in light of review comments, completed required SURE training and signed the CDRC User agreements. Analysis underway.
Impact Approved CDRC User application 004 and User Agreements.
Start Year 2016
 
Description CDRC User Application 005: Looking towards financial literacy: An analysis of you people's spending - their attitudes and outcomes 
Organisation Newcastle University
Department Institute of Cellular Medicine
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC controlled Youth Banking Card Provider data for project 005 An analysis of young people's spending - their attitudes and outcomes submitted by Dr Thanos Verousis, Newcastle University. Application approved.
Collaborator Contribution Submitted application to CDRC Secure Service for access to Youth Banking Card Provider controlled data for An analysis of you people's spending - their attitudes and outcomes project. Applicants ESRC SDAI funding application unsuccessful so research did not begin.
Impact Approved CDRC User application 005
Start Year 2016
 
Description CDRC User Application 008: Centro transport data: Changes in bus usage by elderly concessions 
Organisation Digital Catapult
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Processed and managed data access application and review process to CDRC controlled High Street Retailer and Shop Direct data for project 008 Centro transport data: Changes in bus usage by elderly concessions submitted by Justin Grace, Digital Catapult. Application approved by CDRC Research Approvals Group.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer and Shop Direct controlled data for Centro transport data: Changes in bus usage by elderly concessions project. Amended proposal in light of review comments, completed required SURE training. Following approval applicants withdrew the project due to changes in Digital Catapult's strategic direction.
Impact Approved CDRC User application 008. Through collaboration were introduced to Transport for West Midlands who subsequently collaborated with CDRC on co-funded PhD studentship, data provision and research.
Start Year 2016
 
Description CDRC User Application 013: Multi-source Biosurveillance 
Organisation University of Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC controlled High Street Retailer data for project 013 Multi-source Biosurveillance submitted by Professor Simon Maskell, University of Liverpool. Application approved by CDRC Research Approvals Group and User Agreements fully executed with research team. Supporting project team data analysis in lab.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer controlled data for Multi-source Biosurveillance project. Amended proposal in light of review comments, research team completed required SURE training and CDRC User Agreements in place. Analysis underway in lab.
Impact Approved CDRC User application 013 and User Agreements
Start Year 2016
 
Description CDRC User Application 017: Inclusive and healthy mobility: Understanding trends in concessionary travel in the West Midlands 
Organisation University College London
Department Research Department of Practice and Policy
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC controlled Regional Transport Provider data for project 017 Inclusive and healthy mobility: Understanding trends in concessionary travel in the West Midlands submitted by Dr Jens Kandt, UCL. Application approved by CDRC Research Approvals Group. Provided letter of support for applicants ESRC New Forms of Data funding application.. Supporting project team's data analysis in lab.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer controlled data for Inclusive and healthy mobility: Understanding trends in concessionary travel in the West Midlands project. Amended proposal in light of review comments and completed required SURE training and signed CDRC User Agreements. Received funding for project under ESRC New forms of data call. Analysis underway.
Impact Approved CDRC User Application 017 and User Agreements. Applicant's project funded under ESRC New Forms of Data call.
Start Year 2016
 
Description CDRC User Application 018: Understanding self-management behaviours of cancer patients using consumer data 
Organisation Imperial College London
Country United Kingdom 
Sector Academic/University 
PI Contribution Negotiated access to controlled data under a Data Licence Agreement amendment with High Street Retailer for project 018 Understanding self-management behaviours of cancer patients using consumer data. Processed and managed data access application and review process for applicant. Application approved by CDRC Research Approvals Group and User Agreements fully executed with research team. Supported project team's data analysis in lab. Supported and presented Users end of project meeting.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer data for Understanding self-management behaviours of cancer patients using consumer data project. Amended proposal in light of review comments, research team completed required SURE training and BPSS clearance for access to Secure Lab and signed CDRC User Agreements. Analysis complete.
Impact Approved CDRC User application 018. Data Licence Agreement amendment with data partner for project specific data. CDRC User Agreements. Project meeting with key stakeholders including CDRC arranged to discuss developing research and submitted funding requests with support from CDRC. CDRC User Case Study https://www.cdrc.ac.uk/wp-content/uploads/2018/05/James-Flanagan-user-case-study.pdf. Flanagan JM, Skrobanski H, Shi X, Hirst Y. Assessing self-management behaviours of ovarian cancer patients before their diagnosis using commercial data: a proof of concept study. JMIR Preprints. 19/03/2018:10447. DOI: 10.2196/preprints.10447. URL: http://preprints.jmir.org/preprint/10447
Start Year 2016
 
Description CDRC User Application 018: Understanding self-management behaviours of cancer patients using consumer data 
Organisation Wellcome Trust
Department Wellcome Trust Cente for Neuroimaging
Country United Kingdom 
Sector Academic/University 
PI Contribution Negotiated access to controlled data under a Data Licence Agreement amendment with High Street Retailer for project 018 Understanding self-management behaviours of cancer patients using consumer data. Processed and managed data access application and review process for applicant. Application approved by CDRC Research Approvals Group and User Agreements fully executed with research team. Supported project team's data analysis in lab. Supported and presented Users end of project meeting.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer data for Understanding self-management behaviours of cancer patients using consumer data project. Amended proposal in light of review comments, research team completed required SURE training and BPSS clearance for access to Secure Lab and signed CDRC User Agreements. Analysis complete.
Impact Approved CDRC User application 018. Data Licence Agreement amendment with data partner for project specific data. CDRC User Agreements. Project meeting with key stakeholders including CDRC arranged to discuss developing research and submitted funding requests with support from CDRC. CDRC User Case Study https://www.cdrc.ac.uk/wp-content/uploads/2018/05/James-Flanagan-user-case-study.pdf. Flanagan JM, Skrobanski H, Shi X, Hirst Y. Assessing self-management behaviours of ovarian cancer patients before their diagnosis using commercial data: a proof of concept study. JMIR Preprints. 19/03/2018:10447. DOI: 10.2196/preprints.10447. URL: http://preprints.jmir.org/preprint/10447
Start Year 2016
 
Description CDRC User Application 021: Housing Market Indicators 
Organisation University of Liverpool
Department Department of Geography and Planning
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC controlled WhenFresh/Zoopla data for project 021 Housing Market Indicators. Application approved by CDRC Research Approvals Group.
Collaborator Contribution Submitted application to CDRC Secure Service for access to WhenFresh/Zoopla data for project 021 Housing Market Indicators project. Funding application unsuccessful so project did not progress.
Impact Approved CDRC User application 021.
Start Year 2016
 
Description CDRC User Application 028: Informational consumerism and 'Spatial Consumption' of multi-channelled shopping places 
Organisation University of Cambridge
Department Department of Land Economy
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC controlled and safeguarded data from High Street Retailer, WhenFresh/Zoopla, LDC, and Javelin Group's Acxiom data for project 028 Informational consumerism and 'Spatial Consumption' of multi-channelled shopping places. Application approved by CDRC Research Approvals Group following major and minor revision decisions. User Agreements fully executed with research team. Supporting User's analysis in UCL lab.
Collaborator Contribution Submitted application to CDRC Secure Service for access to High Street Retailer, WhenFresh/Zoopla, LDC, and Javelin Group's Acxiom data for Informational consumerism and 'Spatial Consumption' of multi-channelled shopping places project. Amended proposal in light of review comments, completed required SURE training and BPSS clearance check for access to Secure Research lab and signed CDRC User Agreement. Analysis underway.
Impact Approved CDRC User application 028 and User Agreements.
Start Year 2016
 
Description CDRC User Application 030: Fiscal burden or competitive advantage? New evidence on retail business rates leveraging new forms of data 
Organisation University of Liverpool
Department Department of Geography and Planning
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC LDC Retail unit and SmartStreetSensor footfall data for project CDRC 030 Fiscal burden or competitive advantage? New evidence on retail business rates leveraging new forms of data. Application approved by CDRC Research Approvals Group.
Collaborator Contribution Submitted application to CDRC Secure and Safeguarded service for access to LDC Retail unit and SmartStreetSensor footfall data. Applicants ESRC SDAI funding application unsuccessful so research did not begin.
Impact Approved CDRC User application.
Start Year 2016
 
Description CDRC User Application 037: Footfall in Denbighshire comparison data 
Organisation Denbighshire County Council
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreeSensor Footfall data for project 037 CDRC User Application 037: Footfall in Denbighshire comparison data. Application approved by CDRC Research Approvals Group, User Agreement fully executed and safeguarded data delivered to user.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreeSensor Footfall data. Following analysis provided case study to CDRC.
Impact Approved CDRC application and User Agreement. SmartStreetSensor data were used by Denbighshire County Council to compare their towns to similar towns across the UK. The applicant has also benefited from attending CDRC events and 'broaden the scope of what information I can access and what we can do as a council.'
Start Year 2016
 
Description CDRC User Application 038: Population247NRT: Near real-time spatiotemporal population estimates for health, emergency response and national security 
Organisation University of Southampton
Department Department of Geography and Environment
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 038 Population247NRT: Near real-time spatiotemporal population estimates for health, emergency response and national security. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to Users.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 038 Population247NRT: Near real-time spatiotemporal population estimates for health, emergency response and national security. Amended proposal in light of review comments and signed CDRC User Agreements. Analysis underway.
Impact Approved CDRC User application and User Agreements. Discussions held between CDRC and Users re quality of SmartStreetSensor footfall data.
Start Year 2017
 
Description CDRC User Application 045: Investigation into the correlation between footfall and violence levels 
Organisation De Montfort University
Department School of Computer Science and Informatics
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 045 Investigation into the correlation between footfall and violence levels. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to Users.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 045 Investigation into the correlation between footfall and violence levels. Amended proposal in light of review comments and signed CDRC User Agreements. Analysis underway.
Impact Approved CDRC User application and User Agreements.
Start Year 2017
 
Description CDRC User Application 050: Understanding the impact of the Night Tube on Westminster's Night Economy 
Organisation University College London
Department Bartlett Centre for Advanced Spatial Analysis
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 050 Understanding the impact of the Night Tube on Westminster's Night Economy submitted by CDRC Masters Research Dissertation Programme Student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 050 Understanding the impact of the Night Tube on Westminster's Night Economy . Signed CDRC User Agreements. Analysis complete.
Impact Approved CDRC User application and User Agreement. Data requested for use in CDRC Research Masters Dissertation Programme project with Westminster City Council. Masters Dissertation completed and CDRC case study.
Start Year 2017
 
Description CDRC User Application 050: Understanding the impact of the Night Tube on Westminster's Night Economy 
Organisation Westminster City Council
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 050 Understanding the impact of the Night Tube on Westminster's Night Economy submitted by CDRC Masters Research Dissertation Programme Student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 050 Understanding the impact of the Night Tube on Westminster's Night Economy . Signed CDRC User Agreements. Analysis complete.
Impact Approved CDRC User application and User Agreement. Data requested for use in CDRC Research Masters Dissertation Programme project with Westminster City Council. Masters Dissertation completed and CDRC case study.
Start Year 2017
 
Description CDRC User Application 052: Introducing night-time market(s) to boost London's economy 
Organisation University College London
Department Bartlett Centre for Advanced Spatial Analysis
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 052: Introducing night-time market(s) to boost London's economy submitted by Masters student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 052 Understanding the impact of the Night Tube on Westminster's Night Economy . Signed CDRC User Agreements. Analysis underway.
Impact Approved CDRC User application and User Agreement. Data requested for use in Masters Dissertation project with Westminster City Council. Analysis underway to be completed summer 2018.
Start Year 2017
 
Description CDRC User Application 052: Introducing night-time market(s) to boost London's economy 
Organisation Westminster City Council
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 052: Introducing night-time market(s) to boost London's economy submitted by Masters student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 052 Understanding the impact of the Night Tube on Westminster's Night Economy . Signed CDRC User Agreements. Analysis underway.
Impact Approved CDRC User application and User Agreement. Data requested for use in Masters Dissertation project with Westminster City Council. Analysis underway to be completed summer 2018.
Start Year 2017
 
Description CDRC User Application 055: The usage of footfall data to analyse the effect of the night tube in the Westminster area 
Organisation University College London
Department Bartlett Centre for Advanced Spatial Analysis
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 055: The usage of footfall data to analyse the effect of the night tube in the Westminster area submitted by Masters student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 055: The usage of footfall data to analyse the effect of the night tube in the Westminster area. Project in partnership with Westminster City Council. Signed CDRC User Agreements. Analysis complete.
Impact Approved CDRC User application and User Agreement.
Start Year 2017
 
Description CDRC User Application 055: The usage of footfall data to analyse the effect of the night tube in the Westminster area 
Organisation Westminster City Council
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 055: The usage of footfall data to analyse the effect of the night tube in the Westminster area submitted by Masters student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 055: The usage of footfall data to analyse the effect of the night tube in the Westminster area. Project in partnership with Westminster City Council. Signed CDRC User Agreements. Analysis complete.
Impact Approved CDRC User application and User Agreement.
Start Year 2017
 
Description CDRC User Application 062: HABITS: Improved policy to mitigate pollutant and inactivity related health burdens through new big data 
Organisation University of Leeds
Department School of Geography Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded SmartStreetSensor footfall data for project 062: HABITS: Improved policy to mitigate pollutant and inactivity related health burdens through new big data. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to Users.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for project 062: HABITS: Improved policy to mitigate pollutant and inactivity related health burdens through new big data. Signed CDRC User Agreements. Analysis underway.
Impact Approved CDRC User application and User Agreements.
Start Year 2017
 
Description CDRC User Application 075: Housing market forces and population mobility: the effects of the growth of the private rented sector in London 
Organisation University College London
Department Department of Civil, Environmental and Geomatic Engineering
Country United Kingdom 
Sector Academic/University 
PI Contribution CDRC-Leeds managed application approval process for access to Whenfresh/Zoopla data. Managed BPSS checks and supported analysis in UCL secure lab.
Collaborator Contribution Undertaken analysis for CDRC approved project 075: Housing market forces and population mobility: the effects of the growth of the private rented sector in London
Impact CDRC approved user working in UCL secure lab.
Start Year 2017
 
Description CDRC User Application 076: The Retail Performance of Bolton Town Centre and the Impact of Out-Of-Town Retailing 
Organisation University of Liverpool
Department Department of Geography and Planning
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Safeguarded LDC Retail unit data for project 076: The Retail Performance of Bolton Town Centre and the Impact of Out-Of-Town Retailing submitted by Masters student. Application approved and User Agreements fully executed with research team. Safeguarded data delivered to User.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to LDC Retail unit data for project 076: The Retail Performance of Bolton Town Centre and the Impact of Out-Of-Town Retailing. Signed CDRC User Agreements.
Impact CDRC approved project proposal and User Agreement.
Start Year 2017
 
Description CDRC User Application 081: The role of deprivation and alcohol availability in explaining trends in violent crime 
Organisation University of Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC LDC Retail unit data for project CDRC 081 The role of deprivation and alcohol availability in explaining trends in violent crime. Application approved by CDRC Research Approvals Group.
Collaborator Contribution Submitted application to CDRC Secure service for access to LDC Retail unit data. Amended proposal in light of reviewers comments. User Agreements signed.
Impact Approved CDRC User application and CDRC User Agreements.
Start Year 2017
 
Description CDRC User Application 089: Impact of investments in local public goods and planning decisions on house prices, rents and equilibrium sorting 
Organisation University of Essex
Department Department of Economics
Country United Kingdom 
Sector Academic/University 
PI Contribution CDRC-Leeds Innovation Fund project for access Whenfresh/Zoopla data. Managed BPSS checks and supported analysis in UCL secure lab.
Collaborator Contribution Undertaking analysis for CDRC approved project 089: Impact of investments in local public goods and planning decisions on house prices, rents and equilibrium sorting
Impact CDRC approved users working in UCL secure lab.
Start Year 2018
 
Description CDRC User Application 090: Using small area income data to better understand society 
Organisation National Centre for Social Research
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution CDRC-Leeds Innovation Fund project for access to Acxiom small area income and Callcredit CAMEO data. Managed BPSS checks and supported analysis in UCL secure lab.
Collaborator Contribution Undertaking analysis for CDRC approved project 090: Using small area income data to better understand society
Impact CDRC approved users working in UCL secure lab.
Start Year 2017
 
Description CDRC User Application 091: Data on housing returns for the UK, with an application to quantifying the value of local healthcare and schools quality 
Organisation National Institute of Economic and Social Research (NIESR)
Country United Kingdom 
Sector Academic/University 
PI Contribution CDRC-Leeds Innovation Fund project for access Whenfresh/Zoopla data. Managed BPSS checks and supported analysis in UCL secure lab.
Collaborator Contribution Undertaking analysis for CDRC approved project 091: Data on housing returns for the UK, with an application to quantifying the value of local healthcare and schools quality
Impact CDRC approved users working in UCL secure lab.
Start Year 2017
 
Description CDRC User Application 095: Gentrification, Displacement, and the Impacts of Council Estate Renewal in 21st Century London 
Organisation University of Leicester
Department Department of Geography
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Consumer Register and Electoral Roll data for project CDRC 095 Gentrification, Displacement, and the Impacts of Council Estate Renewal in 21st Century London. Application approved by CDRC Research Approvals Group.
Collaborator Contribution Submitted application to CDRC Secure for access to CDRC Consumer Register and Electoral Roll data for project CDRC 095 Gentrification, Displacement, and the Impacts of Council Estate Renewal in 21st Century London. User Agreement signed and analysis of data underway at secure lab, University of Leeds.
Impact CDRC approved project proposal. CDRC User Agreement.
Start Year 2017
 
Description CDRC User Application 104: Understanding the new digital retail landscape 
Organisation University College London
Department Department of Geography
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC synthetic and enhanced synthetic population data for project CDRC 104 Understanding the new digital retail landscape.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC synthetic and enhanced synthetic population data for project CDRC 104 Understanding the new digital retail landscape. This request is for additional data for use in CDRC UBEL-DTP co-funded student project. Signed CDRC User Agreement.
Impact CDRC approved project proposal and signed CDRC User Agreement
Start Year 2017
 
Description CDRC User Application 108: A scale-based analysis of retail store location profitability 
Organisation University College London
Department Department of Geography
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC to LDC SmartStreetSensor footfall data for project CDRC 108: A scale-based analysis of retail store location profitability submitted by Terje Trasberg, UCL. 2018 Access to additional data requested and approved - High Street Retailer, Fast Food Restaurant, Family Restaurant, Location Sciences and Leisure Operator.
Collaborator Contribution Submitted application to CDRC Secure and safeguarded service for access to CDRC LDC SmartStreetSensor footfall data for project CDRC 108: A scale-based analysis of retail store location profitability. This request is for additional data for use in LDC CDRC UBEL-DTP co-funded student project. Signed CDRC User Agreement.
Impact Approved CDRC project proposal and signed CDRC User Agreement
Start Year 2017
 
Description CDRC User Application 109: Towards representative aggregated measures of geo-temporal human activity patterns in town centres using Wi-Fi sensor networks 
Organisation University College London
Department Department of Geography
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC for LDC retail unit data for project CDRC 109: Towards representative aggregated measures of geo-temporal human activity patterns in town centres using Wi-Fi sensor networks.
Collaborator Contribution Submitted application to CDRC Secure service for access to CDRC LDC Retail unit data for project CDRC 109 Towards representative aggregated measures of geo-temporal human activity patterns in town centres using Wi-Fi sensor networks. This request is for additional data for use in CDRC PhD studentship project. Signed CDRC User Agreement.
Impact Approved CDRC project proposal and signed CDRC User Agreement
Start Year 2017
 
Description CDRC User Application 119: Ageing Populations: Understanding the Geography of Challenges, Opportunities, and Need 
Organisation University of Liverpool
Department Department of Geography and Planning
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC BPS and YouGov safeguarded data for project CDRC 119 Ageing Populations: Understanding the Geography of Challenges, Opportunities, and Need.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to BPS and YouGov data for project. CDRC 119 Ageing Populations: Understanding the Geography of Challenges, Opportunities, and Need.
Impact CDRC approved project proposal. CDRC User Agreement out for signature.
Start Year 2018
 
Description CDRC User Application 125: The tourism at night in the Westminster based on exploring consumer night behaviours 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC SmartStreetSensor footfall data for Masters Dissertation project CDRC User Application 125: The tourism at night in the Westminster based on exploring consumer night behaviours (in partnership with Westminster Council).
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for Masters dissertation project CDRC User Application 125: The tourism at night in the Westminster based on exploring consumer night behaviours (in partnership with Westminster Council).
Impact CDRC approved project proposal and CDRC User Agreements. Analysis and Masters dissertation completed.
Start Year 2018
 
Description CDRC User Application 130: "The Beast from the East" - Visualising recent UK Weather Disruption 
Organisation University College London
Department Bartlett Centre for Advanced Spatial Analysis
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC SmartStreetSensor footfall data for Masters group (4 students) course project CDRC 130 "The Beast from the East" - Visualising recent UK Weather Disruption
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for Masters group (4 students) course project CDRC 130 "The Beast from the East" - Visualising recent UK Weather Disruption
Impact CDRC approved project proposal and CDRC User Agreements. Analysis underway.
Start Year 2018
 
Description CDRC User Application 134: Temporal variability in access to public transport in the West Midlands 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Regional Transport Provider data for Masters Dissertation project CDRC User Application 134: Temporal variability in access to public transport in the West Midlands.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Regional Transport Provider data for Masters dissertation project CDRC User Application 134: Temporal variability in access to public transport in the West Midlands.
Impact CDRC approved project proposal and CDRC User Agreements. Analysis and Masters Dissertation completed.
Start Year 2018
 
Description CDRC User Application 135: Understanding the urban mobility and social well-being of concessionary passengers: A smart card data analysis 
Organisation University College London
Department Bartlett Centre for Advanced Spatial Analysis
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Regional Transport Provider controlled data for project CDRC 135 Understanding the urban mobility and social well-being of concessionary passengers: A smart card data analysis
Collaborator Contribution Submitted application to CDRC Secure service for access to Regional Transport Provider controlled data for project CDRC 135 Understanding the urban mobility and social well-being of concessionary passengers: A smart card data analysis
Impact CDRC approved project proposal and CDRC User Agreement
Start Year 2018
 
Description CDRC User Application 137: BENVGSA1: Digital Visualisation 
Organisation University College London
Department Bartlett Centre for Advanced Spatial Analysis
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC SmartStreetSensor footfall data for Masters group (4 students) course project CDRC 137 BENVGSA1: Digital Visualisation
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for Masters group (4 students) course project CDRC 137 BENVGSA1: Digital Visualisation
Impact CDRC approved project proposal. CDRC User Agreement out for signature.
Start Year 2018
 
Description CDRC User Application 138: Cognitive Modelling for Routing in Agent-Base Modelling 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC SmartStreetSensor footfall data for research project (3 users) CDRC User Application 138: Cognitive Modelling for Routing in Agent-Base Modelling.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC SmartStreetSensor footfall data for research project (3 users) CDRC User Application 138: Cognitive Modelling for Routing in Agent-Base Modelling.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2018
 
Description CDRC User Application 141: Cycling in London: A Quantitative Analysis of the Success of Expansion to the Santander Cycle Hire Scheme 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for Undergraduate dissertation project CDRC User Application 141: Cycling in London: A Quantitative Analysis of the Success of Expansion to the Santander Cycle Hire Scheme.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for Undergraduate dissertation project CDRC User Application 141: Cycling in London: A Quantitative Analysis of the Success of Expansion to the Santander Cycle Hire Scheme.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to User, analysis of data underway.
Start Year 2018
 
Description CDRC User Application 142: Sensing Dynamic Retail Environments 
Organisation University of Liverpool
Department Department of Geography and Planning
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC SmartStreetSensor footfall data for CDRC 142 Sensing Dynamic Retail Environments. 2018 processed and approved request for access to additional data - LDC Retail Unit.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor footfall data for CDRC 142 Sensing Dynamic Retail Environments. 2018, requested additional data - LDC Retail Unit. Undertaking PhD research
Impact CDRC approved project proposal. CDRC User Agreement.
Start Year 2018
 
Description CDRC User Application 146: Political Donations of Ethnic Minorities 
Organisation University of Toronto
Country Canada 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Estimator software data for research project CDRC User Application 146: Political Donations of Ethnic Minorities.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Estimator software data for research project CDRC User Application 146: Political Donations of Ethnic Minorities.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded software delivered to User. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 148: Segmentation to inform DWP pension communications 
Organisation Ipsos MORI
Country United Kingdom 
Sector Private 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey Data for research project CDRC User Application 148: Segmentation to inform DWP pension communications.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey Data for research project CDRC User Application 148: Segmentation to inform DWP pension communications.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 149: Smart Meters and Energy Storage Solutions: Identifying consumers with a larger potential to aid the mitigation of electricity fluctuations 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Domestic Energy Provider for Masters dissertation project CDRC User Application 149: Smart Meters and Energy Storage Solutions: Identifying consumers with a larger potential to aid the mitigation of electricity fluctuations.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Domestic Energy Provider data for Masters Dissertation project CDRC User Application 149: Smart Meters and Energy Storage Solutions: Identifying consumers with a larger potential to aid the mitigation of electricity fluctuations.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data, Master Dissertation and poster completed.
Start Year 2018
 
Description CDRC User Application 151: CDRC Ethnicity Estimator safeguarded data product 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Ethnicity Estimator software application created and made available as a CDRC Safeguarded data product datasets, with regular updates, showing composition of high-level ethnicity groups in the UK, using name registers across 20 years. This product contains spatially aggregated datasets of high-level ethnicity percentage population across OAs, LSOAs and MSOAs.
Collaborator Contribution Ethnicity Estimator software application created and made available as a CDRC Safeguarded data product datasets, with regular updates, showing composition of high-level ethnicity groups in the UK, using name registers across 20 years. This product contains spatially aggregated datasets of high-level ethnicity percentage population across OAs, LSOAs and MSOAs.
Impact CDRC safeguarded software product (ONS is the partner) - the Modelled ethnicity proportions as included in the deliverables. Data available at https://data.cdrc.ac.uk/dataset/modelled-ethnicity-proportions Maps at https://maps.cdrc.ac.uk/#/indicators/ee_wbr/ Kandt J, Longley PA (2018) Ethnicity estimation using family naming practices. PLoS ONE 13(8): e0201774. https://doi.org/10.1371/journal.pone.0201774
Start Year 2018
 
Description CDRC User Application 152: Energy Theft Detection 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Domestic Energy Provider for research project CDRC User Application 152: Energy Theft Detection.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Domestic Energy Provider data for research project CDRC User Application 152: Energy Theft Detection.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data and research completed.
Start Year 2018
 
Description CDRC User Application 158: Weather and the Impact on High Street Retail 
Organisation University of Liverpool
Department Friends of the University of Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Modelling Data for PhD research project CDRC User Application 158: Weather and the Impact on High Street Retail.
Collaborator Contribution Submitted application to CDRC Secure for access to Bicycle Sharing System Docking Stations Data for PhD Research project CDRC User Application 158: Weather and the Impact on High Street Retail.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 160: Glasgow City Council Pedestrian Casualties Insight Study 
Organisation Agilysis Ltd
Country United Kingdom 
Sector Private 
PI Contribution Processed and managed data access application and review process to SmartStreetSensor Footfall Data for research project CDRC User Application 160: Glasgow City Council Pedestrian Casualties Insight Study.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor Footfall Data for research project CDRC User Application 160: Glasgow City Council Pedestrian Casualties Insight Study.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway. 3 users
Start Year 2018
 
Description CDRC User Application 161: Impacts of bike sharing in the city of Madrid 
Organisation Autonomous University of Madrid
Department Astrophysics and Cosmology
Country Spain 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for research project CDRC User Application 161: Impacts of bike sharing in the city of Madrid.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for research project CDRC User Application 161: Impacts of bike sharing in the city of Madrid.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 163: Energy Theft Detection in the UK 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Domestic Energy Provider data for research project CDRC User Application 163: Energy Theft Detection in the UK .
Collaborator Contribution Processed and managed data access application and review process to Domestic Energy Provider data for research project CDRC User Application 163: Energy Theft Detection in the UK .
Impact not started
Start Year 2019
 
Description CDRC User Application 167: Exploring the impact of urban green space on the usage of London bicycle sharing system 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for Masters dissertation project CDRC User Application 167: Exploring the impact of urban green space on the usage of London bicycle sharing system.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for Masters Dissertation project CDRC User Application 167: Exploring the impact of urban green space on the usage of London bicycle sharing system.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data and Master Dissertation completed.
Start Year 2018
 
Description CDRC User Application 172: Investigating Regional Financial Resilience in the UK 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey data for research project CDRC User Application 172: Investigating Regional Financial Resilience in the UK.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey data for research project CDRC User Application 172: Investigating Regional Financial Resilience in the UK.
Impact not started - waiting for funding approval
Start Year 2019
 
Description CDRC User Application 174: Bike Share Toronto: Single Station Rebalancing Data 
Organisation Shift Transit
Country United States 
Sector Private 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for research project CDRC User Application 174: Bike Share Toronto: Single Station Rebalancing Data.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for research project CDRC User Application 174: Bike Share Toronto: Single Station Rebalancing Data.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 176: Dublinbikes bicycle redistribution-truck forecasting 
Organisation National College of Ireland
Country Ireland 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for an undergraduate research project CDRC User Application 176: Dublinbikes bicycle redistribution-truck forecasting.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for an undergraduate research project CDRC User Application 176: Dublinbikes bicycle redistribution-truck forecasting.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 177: Is Dublin City Bike Friendly 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for research project CDRC User Application 177: Is Dublin City Bike Friendly.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for research project CDRC User Application 177: Is Dublin City Bike Friendly.
Impact Masters project - application withdrawn following approval.
Start Year 2018
 
Description CDRC User Application 179: The lead investor approach to equity crowdfunding 
Organisation University of Essex
Department University of Essex EssexLab
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Estimator software data for research project CDRC User Application 179: The lead investor approach to equity crowdfunding.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Estimator software data for research project CDRC User Application 179: The lead investor approach to equity crowdfunding.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to user. Analysis of data underway. 3 users
Start Year 2018
 
Description CDRC User Application 180: CEO Cultural Heritage and the Pricing of Audit Services 
Organisation Monash University
Department Monash Centre for Astrophysics
Country Australia 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Estimator software data for research project CDRC User Application 180: CEO Cultural Heritage and the Pricing of Audit Services.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Estimator software data for research project CDRC User Application 180: CEO Cultural Heritage and the Pricing of Audit Services.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to user. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 181: An investigation into the factors affecting insurance claims behaviour 
Organisation University of Bristol
Department Avon Longitudinal Study of Parents and Children (ALSPAC)
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey data for research project CDRC User Application 181: An investigation into the factors affecting insurance claims behaviour.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey data for research project CDRC User Application 181: An investigation into the factors affecting insurance claims behaviour.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 182: NEST Pensions 
Organisation National Employment Savings Trust
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey data for research project CDRC User Application 182: NEST Pensions.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey data for research project CDRC User Application 182: NEST Pensions.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 183: The Hedonic Benefits of Wealth Go to The Risk Averse 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey data for research project CDRC User Application 183: The Hedonic Benefits of Wealth Go to The Risk Averse.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey data for research project CDRC User Application 183: The Hedonic Benefits of Wealth Go to The Risk Averse.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 184: Exploring trends in the longitudinal registers of the UK adult population 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to DataTalk Electoral Roll, DataTalk Consumer Registers and CACI Consumer Registers data for research project CDRC User Application 184: Exploring trends in the longitudinal registers of the UK adult population.
Collaborator Contribution Submitted application to CDRC Secure for access to DataTalk Electoral Roll, DataTalk Consumer Registers and CACI Consumer Registers data for research project CDRC User Application 184: Exploring trends in the longitudinal registers of the UK adult population.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data completed.
Start Year 2018
 
Description CDRC User Application 187: Trends in urban flows: An information theory approach 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to SmartStreetSensor Footfall Data for research project CDRC User Application 187: Trends in urban flows: An information theory approach.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to SmartStreetSensor Footfall Data for research project CDRC User Application 187: Trends in urban flows: An information theory approach.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway. Blog story. Murcio R. When and Where Humans Move https://citiescience.org/
Start Year 2018
 
Description CDRC User Application 190: A Masters Dissertation Study of Bike Hire Schemes in London, Kunshan and Chicago. A Comparative Study of Daily and Weekend Usage Patterns Within Cities and The People 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations data for Masters dissertation project CDRC User Application 190: A Masters Dissertation Study of Bike Hire Schemes in London, Kunshan and Chicago. A Comparative Study of Daily and Weekend Usage Patterns Within Cities and The People.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations data for Masters Dissertation project CDRC User Application 190: A Masters Dissertation Study of Bike Hire Schemes in London, Kunshan and Chicago. A Comparative Study of Daily and Weekend Usage Patterns Within Cities and The People.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data and Master Dissertation completed.
Start Year 2018
 
Description CDRC User Application 192: Baseline study on the latest homeownership with help of mortgages 
Organisation Centre for Policy Studies
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey data for research project CDRC User Application 192: Baseline study on the latest homeownership with help of mortgages.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey data for research project CDRC User Application 192:Baseline study on the latest homeownership with help of mortgages.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 198: Demand Estimation in Bike sharing systems 
Organisation University of Cologne
Country Germany 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bicycle Sharing System Docking Stations Data for Masters Dissertation project CDRC User Application 198: Demand Estimation in Bike sharing systems.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bicycle Sharing System Docking Stations Data for Masters Dissertation project CDRC User Application 198: Demand Estimation in Bike sharing systems.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data and Masters Dissertation thesis completed. Masters Thesis: Sophia Welter, Demand Estimation for Bike Sharing Systems, Business Administration - Supply Chain Management, Universität zu Köln (2018).
Start Year 2018
 
Description CDRC User Application 199: Understanding the daily activity patterns of the older population through consumer and smart card travel data 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to High Street Retailer Data for PhD research project CDRC User Application 199: Understanding the daily activity patterns of the older population through consumer and smart card travel data.
Collaborator Contribution Submitted application to CDRC Secure for access to High Street Retailer Data for PhD research project CDRC User Application 199: Understanding the daily activity patterns of the older population through consumer and smart card travel data.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data and PhD research underway at UCL and JDIRL
Start Year 2018
 
Description CDRC User Application 203: Sharing the Consumer Spatial Data Infrastructure (CSDI) with the Greater London Authority (GLA) 
Organisation Greater London Authority (GLA)
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 203: Sharing the Consumer Spatial Data Infrastructure (CSDI) with the Greater London Authority (GLA).
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 203: Sharing the Consumer Spatial Data Infrastructure (CSDI) with the Greater London Authority (GLA).
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway. 9 users GLA/CDRC impact workshop, 29th November 2018. Proposal to carry out consultancy work.
Start Year 2018
 
Description CDRC User Application 206: Course on Modelling segregation 
Organisation University of Lyon
Department Université Lumière Lyon2 - National Center for Scientific Research (Centre National de la Recherche Scientifique CNRS)
Country France 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Estimator software data for research project CDRC User Application 206: Course on Modelling segregation.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Estimator software data for research project CDRC User Application 206: Course on Modelling segregation.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to user. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 207: An assessment of the UK annuity market 
Organisation University of Bristol
Department Proteomics Facility
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey Data for research project CDRC User Application 207:An assessment of the UK annuity market.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey Data for research project CDRC User Application 207:An assessment of the UK annuity market.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 208: Understanding the interaction between access to alcohol outlets, sales of alcohol, and social/health outcomes 
Organisation University of Liverpool
Department Friends of the University of Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CGA 2017 Alcohol on Trade Outlet Index and Volume Estimations Data for research project CDRC User Application 208: Understanding the interaction between access to alcohol outlets, sales of alcohol, and social/health outcomes.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CGA 2017 Alcohol on Trade Outlet Index and Volume Estimations for research project CDRC User Application 208: Understanding the interaction between access to alcohol outlets, sales of alcohol, and social/health outcomes.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to User. Analysis of data underway. 6 users
Start Year 2018
 
Description CDRC User Application 210: Tower Hamlets Joint Needs Strategic Assessments: Health Services 
Organisation London Borough of Tower Hamlets
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Processed and managed data access application and review process to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 210: Tower Hamlets Joint Needs Strategic Assessments: Health Services.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 210: Tower Hamlets Joint Needs Strategic Assessments: Health Services.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 211: Developing a geodemographic classification of health environment 
Organisation University of Liverpool
Department Friends of the University of Liverpool
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Local Data Company - Retail Data for research project CDRC User Application 211: Developing a geodemographic classification of health environment.
Collaborator Contribution Submitted application to CDRC Secure for access to Local Data Company - Retail Data Data for Research project CDRC User Application 211: Developing a geodemographic classification of health environment.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway at Liverpool. 2 users
Start Year 2018
 
Description CDRC User Application 213: Households' financial capability, wealth and resilience to shocks 
Organisation Royal Holloway, University of London
Department Department of History
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey Data for research project CDRC User Application 213: Households' financial capability, wealth and resilience to shocks.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey Data for research project CDRC User Application 213: Households' financial capability, wealth and resilience to shocks.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 216: Understanding the effects of segregation in the UK 
Organisation Boston University
Department School of Public Health
Country United States 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Estimator software data for research project CDRC User Application 216: Understanding the effects of segregation in the UK.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Estimator software data for research project CDRC User Application 216: Understanding the effects of segregation in the UK.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to user. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 220: Investigating the sustainability of supermarket home deliveries as a substitute for private vehicle trips 
Organisation University of Leeds
Department University of Leeds Special Collections
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to British Population Survey Data for research project CDRC User Application 220: Investigating the sustainability of supermarket home deliveries as a substitute for private vehicle trips.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to British Population Survey Data CDRC User Application 220: Investigating the sustainability of supermarket home deliveries as a substitute for private vehicle trips.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 221:Examining the relationships between population churn, socioeconomic status (SES) and inpatient admissions in Wales 
Organisation Bangor University
Department School of Healthcare Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Population Churn Data for research project CDRC User Application 221:Examining the relationships between population churn, socioeconomic status (SES) and inpatient admissions in Wales.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Data for research project CDRC User Application 221:Examining the relationships between population churn, socioeconomic status (SES) and inpatient admissions in Wales.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway. 2 users
Start Year 2018
 
Description CDRC User Application 224: Using smart travelcard transaction data to gain new insights into urban daily mobility 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Regional Transport Provider Data for Masters Dissertation research project CDRC User Application 224: Using smart travelcard transaction data to gain new insights into urban daily mobility.
Collaborator Contribution Submitted application to CDRC Secure for access to Regional Transport Provider Data for Masters dissertation project CDRC User Application 224: Using smart travelcard transaction data to gain new insights into urban daily mobility.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data analysis underway at UCL and JDIRL
Start Year 2018
 
Description CDRC User Application 227: Approaches to improving health outcomes tailored to ethnicity 
Organisation University of Chicago
Country United States 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Estimator software data for research project CDRC User Application 227: Approaches to improving health outcomes tailored to ethnicity.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Estimator software data for research project CDRC User Application 227: Approaches to improving health outcomes tailored to ethnicity.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to user. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 229: Analysing housing career trajectories in Great Britain 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Consumer Registers data for research project CDRC User Application 229: Analysing housing career trajectories in Great Britain.
Collaborator Contribution Submitted application to CDRC Secure for access for access to Consumer Registers for research project CDRC User Application 229: Analysing housing career trajectories in Great Britain.
Impact not started - waiting SDAI funding decision.
Start Year 2019
 
Description CDRC User Application 233: The Geography of Bus Crime: a case study of Greater Manchester 
Organisation University of Leeds
Department University of Leeds Special Collections
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Population Churn and CGA 2017 Alcohol on Trade Outlet Index and Volume Estimations Data for research project CDRC User Application 233: The Geography of Bus Crime: a case study of Greater Manchester .
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Data and CGA 2017 Alcohol on Trade Outlet Index and Volume Estimations for research project CDRC User Application 233: The Geography of Bus Crime: a case study of Greater Manchester .
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to User. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 236: Assessing domestic abuse revictimisation risk using police data and open data sources 
Organisation University of Manchester
Department Alumni
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Processed and managed data access application and review process to Population Churn Data for research project CDRC User Application 236: Assessing domestic abuse revictimisation risk using police data and open data sources.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Data for research project CDRC User Application 236: Assessing domestic abuse revictimisation risk using police data and open data sources.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to User. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 247: An investigation into inequality in accessing bank credit in the UK 
Organisation University of Huddersfield
Department School of Applied Sciences Huddersfield
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Financial Lives Survey Data for research project CDRC User Application 247: An investigation into inequality in accessing bank credit in the UK.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Financial Lives Survey Data for research project CDRC User Application 247: An investigation into inequality in accessing bank credit in the UK.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 253: Understand ethnic variation in use of health services 
Organisation NHS England
Department NHS England South
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to Modelled Ethnicity Proportions Data for research project CDRC User Application 253: Understand ethnic variation in use of health services.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Modelled Ethnicity Proportions Data for research project CDRC User Application 253: Understand ethnic variation in use of health services.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 254: SpaCular - Disclosure of spatial peculiarities of Brexit 
Organisation University of Warwick
Department University of Warwick Research Students Skills Programme
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Modelled Ethnicity Proportions Data for research project CDRC User Application 254: SpaCular - Disclosure of spatial peculiarities of Brexit.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Modelled Ethnicity Proportions CDRC User Application 254: SpaCular - Disclosure of spatial peculiarities of Brexit.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 256: Impact of Queue-Removing Technology on Competitive Retail 
Organisation University College London
Department Faculty of Medical Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC SmartStreetSensor footfall data for research project CDRC User Application 256: Impact of Queue-Removing Technology on Competitive Retail.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC SmartStreetSensor footfall data for research project CDRC User Application 256: Impact of Queue-Removing Technology on Competitive Retail.
Impact not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 257: Detecting Relationships Among Products, Stores and Customers of a High Street Retailer: A Social Network Analysis Approach 
Organisation University of Sheffield
Department University of Sheffield, Tissue resource
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to High Street Retailer Data for research project CDRC User Application 257: Detecting Relationships Among Products, Stores and Customers of a High Street Retailer: A Social Network Analysis Approach.
Collaborator Contribution Submitted application to CDRC Secure for access for access to High Street Retailer Data for research project CDRC User Application 257: Detecting Relationships Among Products, Stores and Customers of a High Street Retailer: A Social Network Analysis Approach.
Impact not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 260:Small Area Estimation for crime surveys 
Organisation University of Manchester
Department Intellectual Property
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 260:Small Area Estimation for crime surveys.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 260:Small Area Estimation for crime surveys.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 263: The Effect of Flooding on Retail 
Organisation University of Birmingham
Department University of Birmingham, Liver Tissue bank
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to High Street Retailer Data and LDC SmartStreetSensor Footfall Data for research project CDRC User Application 263: The Effect of Flooding on Retail.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access toHigh Street Retailer Data and LDC SmartStreetSensor Footfall Data for research project CDRC User Application 263: The Effect of Flooding on Retail.
Impact not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 265: Developing a Buildings and Energy Data Platform 
Organisation University College London
Department Faculty of Medical Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Appliances Online Retail Data for research project CDRC User Application 265: Developing a Buildings and Energy Data Platform.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Appliances Online Retail Data for research project CDRC User Application 265: Developing a Buildings and Energy Data Platform.
Impact not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 267: The spatial and temporal patterns of residential house prices and housing affordability in England 
Organisation University College London
Department CoMPLEX, University College London, UK
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 267: The spatial and temporal patterns of residential house prices and housing affordability in England.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Population Churn and Modelled Ethnicity Proportions Data for research project CDRC User Application 267: The spatial and temporal patterns of residential house prices and housing affordability in England.
Impact CDRC approved project proposal. CDRC User Agreement. Analysis of data underway.
Start Year 2019
 
Description CDRC User Application 273: Small area estimates of psycho-social constructs in Wales 
Organisation Bangor University
Department School of Healthcare Sciences
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to CDRC Population Churn Index for research project CDRC User Application 273: Small area estimates of psycho-social constructs in Wales.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Population Churn Index for research project CDRC User Application 273: Small area estimates of psycho-social constructs in Wales.
Impact not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 283: CEO ethnicity and firm decision 
Organisation City University of Hong Kong
Country Hong Kong 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Ethnicity Modelling Data for research project CDRC User Application 283: CEO ethnicity and firm decision.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Ethnicity Modelling Data for research project CDRC User Application 283: CEO ethnicity and firm decision.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to user. Analysis of data underway.
Start Year 2018
 
Description CDRC User Application 284 
Organisation London Borough of Tower Hamlets
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Processed and managed data access application and review process to Population Churn data for research project (1 user) CDRC User Application 284.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Population Churn requested for research project (1 user) CDRC User Application Project ref: 284.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 287: Happy cycling people 
Organisation University College London
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to Bike Docking Station data for research project (3 users) CDRC User Application Project 287: Happy cycling people.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to Bike Docking Station data requested for research project (3 users) CDRC User Application Project 287: Happy cycling people.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, data analysis complete.
Start Year 2019
 
Description CDRC User Application 290: Empirical Analyses of Markets for Consumer Financial Products 
Organisation London School of Economics and Political Science (University of London)
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project (1 user) CDRC User Application 290: Empirical Analyses of Markets for Consumer Financial Products
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (1 user) CDRC User Application 290: Empirical Analyses of Markets for Consumer Financial Products
Impact Not started - user agreement out for signing
Start Year 2019
 
Description CDRC User Application 293: Fraud protection and vulnerable consumers 
Organisation DEMOS
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project (1 user) CDRC User Application 293: Fraud protection and vulnerable consumers.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (1 user) CDRC User Application 293: Fraud protection and vulnerable consumers.
Impact Not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 297: A fine grained station usage prediction for the Santander Bike-Sharing System in London 
Organisation Koblenz University of Applied Sciences
Country Germany 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Bike Docking Station data for research project (3 users) CDRC User Application 297: A fine grained station usage prediction for the Santander Bike-Sharing System in London.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Bike Docking Station data for research project (3 users) CDRC User Application 297: A fine grained station usage prediction for the Santander Bike-Sharing System in London.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data complete.
Start Year 2019
 
Description CDRC User Application 299: Analysing collaboration and citation patterns of minorities 
Organisation Leibniz Association
Department Leibniz Institute for the Social Sciences
Country Germany 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator software data for research project ( 1 user) CDRC User Application 299: Analysing collaboration and citation patterns of minorities.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator Software for research project (1 user) CDRC User Application 299: Analysing collaboration and citation patterns of minorities.
Impact Not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 315: Tracking the growth of new communities in Oldham 
Organisation Oldham Council
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to the Data requested Ethnicity Estimator software for research project (1 user) CDRC User Application 315: Tracking the growth of new communities in Oldham.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator software for research project (1 user) CDRC User Application 315: Tracking the growth of new communities in Oldham.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded software delivered to Users, analysis of software complete.
Start Year 2019
 
Description CDRC User Application 318: Spatial Analysis of Internet Adoption 
Organisation University of Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the British Population Survey data for research project (1 user) CDRC User Application 318: Spatial Analysis of Internet Adoption.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC British Population Survey data for research project (1 user) CDRC User Application 318: Spatial Analysis of Internet Adoption.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 322: Long-Term Orientation and Corporate Innovation 
Organisation California State University, Fullerton
Country United States 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator software for research project (1 user) CDRC User Application 322: Long-Term Orientation and Corporate Innovation.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator Software for research project (1 user) CDRC User Application 322: Long-Term Orientation and Corporate Innovation.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded software delivered to Users, analysis of software complete.
Start Year 2019
 
Description CDRC User Application 364: Analysis of usage patterns in data from the Dublin Bike sharing scheme 
Organisation Maynooth University
Country Ireland 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Bike Docking Station data for research project (2 users) CDRC User Application 364: Analysis of usage patterns in data from the Dublin Bike sharing scheme
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Bike Docking Station data requested for research project (2 users) CDRC User Application 364: Analysis of usage patterns in data from the Dublin Bike sharing scheme
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 368: Perpetuating debt: The UK's experience with high cost short term credit 
Organisation Resolution Foundation
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project ( 2 users) CDRC User Application 368: Perpetuating debt: The UK's experience with high cost short term credit.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC for Financial Lives Survey research project (2 users) CDRC User Application 368: Perpetuating debt: The UK's experience with high cost short term credit.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 370: Are women financially disadvantaged? 
Organisation Which?
Country United Kingdom 
Sector Private 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project (1 user) CDRC User Application 370: Are women financially disadvantaged?
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (1 user) CDRC User Application 370: Are women financially disadvantaged?
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data complete.
Start Year 2019
 
Description CDRC User Application 377: Triangulation of data 
Organisation London Borough of Hounslow Council
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator software for research project (1 user) CDRC User Application 377: Triangulation of data
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator software for research project (1 user) CDRC User Application 377: Triangulation of data
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded software delivered to Users, analysis of software underway.
Start Year 2019
 
Description CDRC User Application 381: Exploring changes in online sales over time 
Organisation University of Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Appliances Online data for research project (1 user) CDRC User Application 381: Exploring changes in online sales over time.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Appliances Online data for research project (1 user) CDRC User Application 381: Exploring changes in online sales over time.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data complete.
Start Year 2019
 
Description CDRC User Application 383: The Effect of Flooding on Retail 
Organisation University of Birmingham
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the HSR and SSS footfall data for research project (1 user) CDRC User Application 383: The Effect of Flooding on Retail.
Collaborator Contribution Submitted application to CDRC Safeguarded and Controlled service for access to CDRC HSR and SSS footfall data for research project (1 user) CDRC User Application 383: The Effect of Flooding on Retail.
Impact Not started - user agreement out for signing.
Start Year 2019
 
Description CDRC User Application 385: Improving the understanding of the ethnicity of NHS patients 
Organisation NHS England
Country United Kingdom 
Sector Public 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator Software data for research project (1 user) CDRC User Application 385: Improving the understanding of the ethnicity of NHS patients.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator Software data for research project (1 user) CDRC User Application 385: Improving the understanding of the ethnicity of NHS patients.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data complete.
Start Year 2019
 
Description CDRC User Application 386: Exploring changing bikeshare usage behaviours 
Organisation University of Leeds
Department School of Geography Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Bike Docking Station data for research project (3 users) CDRC User Application 386: Exploring changing bikeshare usage behaviours.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Bike Docking Station data for research project (3 users) CDRC User Application 386: Exploring changing bikeshare usage behaviours.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 387: Electoral Competitiveness and Minority Candidate Selection in the British House of Commons 
Organisation University of Lisbon
Country Portugal 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator Software data for research project (1 user) CDRC User Application 387: Electoral Competitiveness and Minority Candidate Selection in the British House of Commons.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator Software data for research project (1 user) CDRC User Application 387: Electoral Competitiveness and Minority Candidate Selection in the British House of Commons
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 388: What do people eat and where? Locating "food deserts" and predicting diet-related health risks with social media. 
Organisation University of Warwick
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the LDC Retail Unit data for research project (1 user) CDRC User Application 388: What do people eat and where? Locating "food deserts" and predicting diet-related health risks with social media.
Collaborator Contribution Submitted application to CDRC Controlled service for access to CDRC LDC Retail Unit data for research project (1 user) CDRC User Application 388: What do people eat and where? Locating "food deserts" and predicting diet-related health risks with social media.
Impact CDRC approved project proposal. CDRC User Agreement. Controlled data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 391: Executive Ethnic Minority Status, Corporate Policy and Firm Performance 
Organisation King's College London
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator Software for research project (1 user) CDRC User Application 391: Executive Ethnic Minority Status, Corporate Policy and Firm Performance.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator Software for research project (1 user) CDRC User Application 391: Executive Ethnic Minority Status, Corporate Policy and Firm Performance.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded software delivered to Users, analysis of data complete.
Start Year 2019
 
Description CDRC User Application 395: Understanding Consumer Finance: The Active Role of Unsecured Finance 
Organisation Lancaster University
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project (1 user). CDRC User Application 395: Understanding Consumer Finance: The Active Role of Unsecured Finance.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (1 user). CDRC User Application 395: Understanding Consumer Finance: The Active Role of Unsecured Finance.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 401: A spatial model of bikeshare demand using the London Bicycle Sharing Scheme 
Organisation Loughborough University
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Bike Docking Station data for research project (1 user) CDRC User Application 401: A spatial model of bikeshare demand using the London Bicycle Sharing Scheme
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Bike Docking Station data for research project (1 user) CDRC User Application 401: A spatial model of bikeshare demand using the London Bicycle Sharing Scheme
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 409: Financial inclusion, vulnerability and trust: insights from the FCA Financial Lives Survey 
Organisation University of Bristol
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project ( 1 user) CDRC User Application 409: Financial inclusion, vulnerability and trust: insights from the FCA Financial Lives Survey
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (1 user) CDRC User Application 409: Financial inclusion, vulnerability and trust: insights from the FCA Financial Lives Survey
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 412: How demographics affect how much money people save 
Organisation Durham University
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project (2 users) CDRC User Application 412: How demographics affect how much money people save.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (2 users) CDRC User Application 412: How demographics affect how much money people save.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 413: Urban retail public spaces - creation, disruption, and transformation 
Organisation University of Oxford
Department Said Business School
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Retail Unit / SmartStreetSensor data for research project (1 user) CDRC User Application 413: Urban retail public spaces - creation, disruption, and transformation
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Retail Unit / SmartStreetSensor data for research project (1 user ) CDRC User Application 413: Urban retail public spaces - creation, disruption, and transformation
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 415: The rise of FinTech in our economy and are we prepared for its adoption 
Organisation University of Glasgow
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Financial Lives Survey data for research project (2 users) CDRC User Application 415: The rise of FinTech in our economy and are we prepared for its adoption
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Financial Lives Survey data for research project (2 users) CDRC User Application 415: The rise of FinTech in our economy and are we prepared for its adoption
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 417: The Impact of Public Realm Improvement Projects on Local Business Performance 
Organisation London School of Economics and Political Science (University of London)
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Footfall / Retail Classification data for research project (5 users) CDRC User Application 417: The Impact of Public Realm Improvement Projects on Local Business Performance
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Footfall / Retail Classification data for research project (5 users) CDRC User Application 417: The Impact of Public Realm Improvement Projects on Local Business Performance
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 424: School quality, School Choice and Patterns of Residential Mobility 
Organisation University College London
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Residential Churn Index data for research project (3 users) CDRC User Application 424: School quality, School Choice and Patterns of Residential Mobility
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Residential Churn Index data for research project (3 users) CDRC User Application 424: School quality, School Choice and Patterns of Residential Mobility
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 427: Is Pop-Up Retail an effective use of vacant units in Leeds City Centre? 
Organisation University of Leeds
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Local Data Company - Retail Type or Vacancy Classification data for research project (2 users) CDRC User Application 427: Is Pop-Up Retail an effective use of vacant units in Leeds City Centre?
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Local Data Company - Retail Type or Vacancy Classification data for research project (2 users) CDRC User Application 427: Is Pop-Up Retail an effective use of vacant units in Leeds City Centre?
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data complete.
Start Year 2019
 
Description CDRC User Application 442: Network analysis on retailers' shopping pattern 
Organisation National University of Singapore
Country Singapore 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the SmartStreetSensor data for research project (2 users) CDRC User Application 442: Network analysis on retailers' shopping pattern.
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC SmartStreetSensor data for research project (2 users) CDRC User Application 442: Network analysis on retailers' shopping pattern.
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded data delivered to Users, analysis of data underway.
Start Year 2019
 
Description CDRC User Application 455: Inventor ethnicity profiles in worldwide patenting 
Organisation University of Cambridge
Country United Kingdom 
Sector Academic/University 
PI Contribution Processed and managed data access application and review process to the Ethnicity Estimator software for research project (1 user) CDRC User Application 455: Inventor ethnicity profiles in worldwide patenting
Collaborator Contribution Submitted application to CDRC Safeguarded service for access to CDRC Ethnicity Estimator software for research project (1 user) CDRC User Application 455: Inventor ethnicity profiles in worldwide patenting
Impact CDRC approved project proposal. CDRC User Agreement. Safeguarded software delivered to Users, analysis of data complete.
Start Year 2019
 
Description City of Westminster 
Organisation Westminster City Council
Country United Kingdom 
Sector Public 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Paula White (2017) The impact of the night tube on Westminster's Night Economy. Masters project resulted in inputs into partner's strategic decision making. Westminster City Council attended CDRC Data Partners Forum.
Start Year 2017
 
Description Clear Mapping 
Organisation Clear Mapping Company
Country United Kingdom 
Sector Private 
PI Contribution Commissioned Clear Mapping Co to deliver CDRC short course programme. Provided venue, promotion, bookings, course support and teaching assistant for short courses at UCL, University of Liverpool in London and Said Business School and support to course at University of Southampton
Collaborator Contribution Organised and delivered short courses for the CDRC
Impact Details of courses included in Influence on Policy, Practice, Patients & the Public.
Start Year 2017
 
Description Cluttons 
Organisation Cluttons LLP
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC Safeguarded service. The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website. Discussions underway to share data with CDRC service.
Collaborator Contribution Provision of Residential Indices for London (1996-2018) and London office data (2005-2018) for CDRC Safeguarded service for the purposes of social science research. London Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.Discussions underway to share data with CDRC service.
Impact CDRC Data Licence Agreement for safeguarded dataset - Cluttons Real Estate Indices. Masters Research Dissertation Programme project: Neelam Kundi (2017) Exploring submarket trends in London: a constrained spatial interaction modelling analysis. Report from Cluttons in association with CDRC 'Residential Mobility in London. Unlocking Migration Patterns' October 2017. Masters project resulted in inputs into partner's strategic decision making. Alex Jones (2018) 'A hedonic regression analysis of prime Central London rental values, and what implications this may have for the future demand and rental values of the Battersea & Nine Elms development'. As well as the Masters project resulting in inputs into partner's strategic decision making, the partner went on to recruit the student.
Start Year 2017
 
Description Data Analysts User Group (DUG) 
Organisation Data Analysts User Group
Country United Kingdom 
Sector Private 
PI Contribution Contribute and attend DUG meetings. Sponsor and support DUG annual conference at the Royal Society.
Collaborator Contribution Member of CDRC Advisory Board. Provide support to CDRC and opportunities to network with membership leading to many positive partnerships. Support Masters Research Dissertation Programme - Awards and student poster exhibition held at conference. Also supported a Masters Research Dissertation Programme student project in partnership with AXA PPP. DUG Chair judge of 2017 Programme.
Impact CDRC Advisory Board member. Introductions to many CDRC partners. CDRC Masters Research Dissertation Programme awards and posters exhibition and student networking opportunity at annual conference. Olga Tregubova (2014) European Union Government Open Data in Market Research: Exploring Current Discussion among Stakeholders on Opportunity, Accessibility, Usability and Desired Outcomes. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2014
 
Description Datatalk Research Ltd 
Organisation Datatalk Research Ltd
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC Secure and Safeguarded service.
Collaborator Contribution Provision of British Population data 2008-2015; Electoral Roll data 1998-2002; and Consumer Registers 2003-2012 to CDRC service for the purposes of social science research.
Impact CDRC Data Licence Agreement for British Population Survey data made available through the CDRC Safeguarded and Secure service https://data.cdrc.ac.uk/product/british-population-survey. Data has been used to produce the CDRC Internet User Classification 2018 https://data.cdrc.ac.uk/product/cdrc-2018-internet-user-classification-iuc-geodata-pack 7 initial applications received to access data (4 approved, 2 applications in progress, 1 withdrawn) as of 14/2/19 CDRC Data Licence Agreements for 1998-2002 Electoral Roll https://data.cdrc.ac.uk/product/electoral-roll-data-historical and 2003 -2012 Consumer Registers https://data.cdrc.ac.uk/product/datatalk-consumer-register data available through CDRC Secure service. 3 initial applications received to electoral roll and consumer registers data (2 approved, 1 withdrawn) as of 14/2/19 Data has been used in CDRC's research and indicators on stability and churn http://indicators.cdrc.ac.uk/areas-and-activities/. Data used by CDRC PhD student for thesis 'Big Data: Geodemographics and Representation' Products nolonger available through CDRC service but incorporated into CDRC Data product Linked Consumer Registers as of January 2019.
Start Year 2016
 
Description Debenhams 
Organisation Debenhams plc
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2018 Masters Research Dissertation Programme project: Estimating customer lifetime value Update - Student dropped out.
Start Year 2018
 
Description Didobi Ltd 
Organisation Didobi Ltd
Country United Kingdom 
Sector Private 
PI Contribution Providing PhD research insight to help Didobi in securing potential partners to share data with the CDRC service. Data acquisition for CDRC service.
Collaborator Contribution Didobi provide service to CDRC to help acquire data for the CDRC service. They either assist by putting CDRC in contact with potential partners and helping to bring negotiations to a successful conclusion or share data they have acquired to the CDRC as data partner.The data is available through the CDRC service for the purposes of social science research.
Impact Didobi have supplied: Family Restaurant transaction data https://data.cdrc.ac.uk/product/family-restaurant-transaction-data; Fast Food Restaurant transaction data https://data.cdrc.ac.uk/product/fast-food-restuarant-transaction-data. Both have received 2 initial applications (2 approved) as of 14/2/19. Also supplied Leisure Operator transaction data (still to receive) and supported acquisition of data from Sports Retailer (still to receive).
Start Year 2018
 
Description E.On 
Organisation E ON
Department E ON UK
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact William Trimble (2014) Harnessing the power of social media to determine moving house flows and customers' energy needs; Alexander Bland (2015) Identifying fuel and poverty characteristics through e.on consumer records and geo-demographic segmentation data; Ffion Carney (2016) Social Energy Responsibility: Identifying Vulnerable Energy Customers Through a K-Means Clustering Approach - CDRC Dissertation runner up; Jon Haycox (2017) Electric vehicle charge point placement optimisation - CDRC Dissertation runner up. E.On have gone on to recruit one of the students. Masters projects resulted in inputs into partner's strategic decision making.
Start Year 2014
 
Description EasyJet 
Organisation EasyJet
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Demographics Users Group conference and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Elizabeth Townley (2014) A Geodemographic Segmentation Analysis of EasyJet's UK Customers - CDRC dissertation runner up; Clemens Zauchner (2015) Identifying the main drivers of customer satisfaction and dissatisfaction by mining customer verbatim feedback - CDRC dissertation first prize. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2014
 
Description Experian 
Organisation Experian
Country Ireland 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2018 Masters Research Dissertation Programme projects: Davina Tijani (2018) The use of on-line behaviour data to develop a 'time of day' consumer classification. 2019 Masters Research Dissertation Programme projects: Automotive Buying Trends; Retail Centre Health Scoring; Assessing fairness/biasness in machine learning models on consumers; Transductive learning for text classification.
Start Year 2018
 
Description Financial Conduct Authority 
Organisation Financial Conduct Authority (FCA)
Country United Kingdom 
Sector Public 
PI Contribution Data acquisition for CDRC Safeguarded service. Supporting and facilitating access to data for Financial Conduct Authority DataSprint event March 2018.
Collaborator Contribution Provision of data to CDRC service for the purposes of social science research.
Impact CDRC Data Licence Agreement for Financial Lives Survey data provided for CDRC Safeguarded service. CDRC to support FCA DataSprint event March 2018. 26 initial applications received since Feb 2018 to access this Safeguarded data product (11 approved, 8 applications in progress, 7 withdrawn/rejected) as of 14/2/19
Start Year 2018
 
Description Financial Conduct Authority - Hosting of their Financial Lives Survey to facilitate FCA Data Sprint event 
Organisation Financial Conduct Authority (FCA)
Country United Kingdom 
Sector Public 
PI Contribution FCA wished to have a platform, external to themselves due to their internal procedural restrictions, which would safely host non-public data being made available at a Data Sprint (i.e. hackathon style) event. They approached CDRC with a view to us hosting the data on the CDRC Data platform, with it being classified as Safeguarded but with the data downloadable by event participants. It would then revert to a regular Safeguarded-classification dataset.
Collaborator Contribution FCA provided the dataset, the format requested by CDRC, along with supporting documentation.
Impact Outputs from the Data Sprint event fall beyond the ResearchFish reporting cutoff, however preliminary outputs are being made by participants who are being given early access to the record via CDRC data.
Start Year 2018
 
Description Further collaboration with Local Data Company 
Organisation Local Data Company
Country United Kingdom 
Sector Private 
PI Contribution PI has continued research relationship with KEO client. PI has attended research briefings and been panel member for client on several further occasions, three of which resulted in media interviews (listed elsewhere in Outcomes). Both had planned to submit an application for a 2-year KTP, but the cost of a post-doctoral associate with London weighting has proved too high for the company partner. Application for an Oxford Impact Accelerator Award in 2015 was also unsuccessful, but the KEO client has successfully engaged with the ESRC Consumer Data Research Centre, of which the PI is Deputy Director. PI hosted a 1-day workshop for the partner in Oxford in May 2017 bringing together an academic & practitioner network sponsored by the partner.
Collaborator Contribution We have met quarterly since the research concluded and the partner has shared planned developments with the PI and sought advice on new initiatives.
Impact Outcomes described in other outcome categories, and in the form of PI and partner's involvement in Consumer Data Research Centre (an ESRC Data Investment). PI hosted a 1-day workshop for the partner in Oxford in May 2017 bringing together an academic & practitioner network sponsored by the partner.
Start Year 2013
 
Description Fusion Data Science Ltd 
Organisation Fusion Data Science Ltd
Country United Kingdom 
Sector Private 
PI Contribution Data acquistion for CDRC Open service.
Collaborator Contribution Provision of data to CDRC service for the purposes of social science research.
Impact CDRC Data Licence Agreement for business census data provided for CDRC Open service. CDRC Data Licence Agreement amendment to also include OGL Licenced Food Standards Agency data.
Start Year 2017
 
Description GlaxoSmithKline (GSK) 
Organisation GlaxoSmithKline (GSK)
Country Global 
Sector Private 
PI Contribution The Retail Research Masters Research initiative gives masters level students the opportunity to conduct their dissertation with the co-supervision of a retail organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Demographics Users Group conference and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK retail companies, or businesses which handle retail data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this.
Impact Ransome Mpini (2014) Segmentation of Clinical Commissioning Groups in England based on the prescribing patterns of their constituent General Practices (Sponsor: GlaxoSmithKline) Masters project resulted in inputs into partner's strategic decision making.
Start Year 2014
 
Description Greater London Authority 
Organisation Greater London Authority (GLA)
Country United Kingdom 
Sector Public 
PI Contribution The CDRC have made data available to GLA through CDRC service - CDRC Population Churn and CDRC Modelled Ethnicity Proportions. As a result a workshop was held to discuss research of mutual interest using these data (Nov 18). CDRC are now in discussions to provide bespoke research as requested by the GLA using these data sources.
Collaborator Contribution The GLA are users of CDRC Population Churn and CDRC Modelled Ethnicity Proportions data and have now commissioned the CDRC to carry out bespoke research in a number of areas using these data. This work will be undertaken throughout 2019.
Impact Research workshop Nov 2018 Collaborative research project (in discussion).
Start Year 2018
 
Description Greater London Authority: Workplace Zones Classification 
Organisation Greater London Authority (GLA)
Country United Kingdom 
Sector Public 
PI Contribution Creation of 2017 London Workplace Zones Classification
Collaborator Contribution Commissioned Alex Singleton and Paul Longley to create 2017 London Workplace Zones Classification
Impact 2017 London Workplace Zones Classification interactive map https://maps.cdrc.ac.uk/#/geodemographics/lcowz17/default/BTTTFTT/10/-0.1271/51.5274/. Data used can be found at https://data.london.gov.uk/dataset/london-workplace-zone-classification
Start Year 2017
 
Description Hammersmith BID 
Organisation HammersmithLondon Business Improvement District
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution The Masters Research Dissertation Programme gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Adjoa Adu-Poku (2017) An exploratory analysis of the temporal fluctuations in footfall around Hammersmith town centre in relation to Business Improvement District events. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2017
 
Description Huq Industries Ltd 
Organisation Huq Industries Limited
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC Secure service. Also involved in the Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Provision of data to CDRC service for the purposes of social science research. Also partner in the Masters Research Dissertation Programme where representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact CDRC Data Licence Agreement for location data for London and Bristol provided for CDRC Secure service. CDRC Masters Research Dissertation 2018 project: Creating behavioural models from discrete mobile phone data - not completed by student.
Start Year 2018
 
Description Kantar Worldpanel UBEL Doctoral Training Partnership co-funded studentship 
Organisation Kantar Group
Country United Kingdom 
Sector Private 
PI Contribution Negotiated co-funded '+3' studentship and data to be made available to student. Discussions in progress to acquire data for CDRC service.
Collaborator Contribution Financial support, data and commercial expertise and supervision to be made available for ESRC UBEL Doctoral Training Partnership co-funded '+3' studentship. Discussions in progress to acquire data for CDRC service.
Impact '+3' co-funded ESRC UBEL DTP studentship to begin September 2018 - selected student withdrew prior to starting. Studentship carried forward to 2018/19, currently advertising for student to begin October 2019.
Start Year 2018
 
Description Knight Frank 
Organisation Knight Frank LLP
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Terje Trasberg (2017) Identifying Socio-Spatial Inequalities in Student Housing in London. Masters project resulted in inputs into partner's strategic decision making. 2019 Projects open for applications: Analysis of Estate Agent Expansion Strategies; Using Spatial Interaction Modelling to Predict Future Property Demand Across the UK. 2020 projects: 2 projects - Understanding changing energy use in London's commercial buildings due to climate change and the impact on landlords, developers and occupiers; The value of leasehold v freehold commercial property in London.
Start Year 2017
 
Description Knight Frank 
Organisation Knight Frank LLP
Country United Kingdom 
Sector Private 
PI Contribution The Masters Dissertation Scheme gives Masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre (CDRC) facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading businesses at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2020 projects: 2 projects - Understanding changing energy use in London's commercial buildings due to climate change and the impact on landlords, developers and occupiers - The value of leasehold v freehold commercial property in London.
Start Year 2019
 
Description Liverpool City Region 
Organisation Local Enterprise Partnerships
Department Liverpool City Region Local Enterprise Partnership
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2019 Projects: What is the potential for a Liverpool City Region bike share scheme?; What can Geodemographics tell us about Liverpool City Region's Aging Population?; How healthy is Liverpool City Region?; How equitableis broadband connectivity within Liverpool City Region?
Start Year 2019
 
Description Local Data Company 
Organisation Local Data Company
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC service. Received additional funding for SmartStreetSensor project working with LDC to co-produce footfall data from 1000 sensors in approx 80 town centres. Negotiated co-funded '+3' studentships (UBEL DTP, 2016/17 and 2018/19) and data to be made available to student. Also involved in the Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Provided letter of support for grant application. Provision of Retail Unit data to CDRC for access by CDRC approved users for the purposes of social science research. SmartStreetSensor project: Installing 1000 sensors in approximately 80 UK town centres and providing the data captured to the CDRC. http://www.localdatacompany.com/smartstreetsensor-project PhD industry supervision of 2 CDRC DTC PhD students. Financial support, PhD supervision and data made available for ESRC UBEL Doctoral Training Partnership co-funded '+3' studentship (2016/17 and 2018/19). Also partner in the Masters Research Dissertation Programme where representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2 secure and 1 safeguarded retail unit datasets. https://data.cdrc.ac.uk/product/local-data-company-retail-data. Retail unit data used to create CDRC Retail Areas and Catchment indicators. Co-production of SmartStreetSensor footfall data - safeguarded and controlled data products. https://data.cdrc.ac.uk/product/ldc-smartstreetsensor-footfall-data; https://data.cdrc.ac.uk/product/smartstreetsensor-footfall-atlas. Data used in CDRC Footfall index. PhD supervision to CDRC PhD students Karlo Lugomer and Balamurugan Soundararaj. Financial support of ESRC UBEL Doctoral Training Partnership +3 year studentship. Studentship awarded to Terje Trasberg. 2018/19 studentship currently being advertised with student to start Oct 2019. CDRC Case Studies: Lugomer, K., Soundararaj, B., Murcio, R. ' Understanding Footfall using Wi-Fi Sensor Data in the Smart City https://www.cdrc.ac.uk/wp-content/uploads/2017/03/LDC-SSS-final.pdf; Pavlis, M., Dolega,. Singleton, A. 'Deriving the Spatial Extend of Retail Centres' https://www.cdrc.ac.uk/wp-content/uploads/2017/03/Retail-Centre-Definitions-1.pdf CDRC Masters Research Dissertation projects: Karlo Lugomer (2015) Relations between structure and performance of retail centres in England and Wales and demographics of their catchment areas - CDRC Dissertation runner up; Sam Comber (2017) How competitive is propensity score matching using 'address embeddings' with supervised classification for record linkage tasks?; Matthew Grove (2017) An evaluation of the relationships between construction developments and retail vacancy (in partnership with Barbour ABI)
Start Year 2014
 
Description Location Sciences AI Ltd 
Organisation Location Sciences AI Ltd
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC Safeguarded service.
Collaborator Contribution Provision of data to CDRC service for the purposes of social science research. Change in management and strategic direction. Partnership not extended beyond February 2019.
Impact Data Licence Agreement for GPS location data for 2017 provided for CDRC Safeguarded service.
Start Year 2018
 
Description LondonR 
Organisation Mango Solutions Ltd
Country United Kingdom 
Sector Private 
PI Contribution Host and support LondonR events (2 per year) which include a workshop, lectures and reception. Provide CDRC exhibit at each event.
Collaborator Contribution Organise free LondonR event. LondonR is the UK's premier meetup group for users of the R statistical programming language. Each event includes a workshop, lectures and reception. Events attended by around 200-250 delegates
Impact LondonR events on the xxxxx
Start Year 2016
 
Description Marks and Spencer 
Organisation Marks and Spencer
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Daniel Winder (2017) Can harnessing the demographic characteristics of store catchments improve the planning of promotions and pricing strategies? Alex Schwarz (2018) What factors cause long transaction times at self-service checkouts? Masters project resulted in inputs into partner's strategic decision making.
Start Year 2017
 
Description Metropolitan Police Service (MPS) 
Organisation Metropolitan Police Service
Country United Kingdom 
Sector Public 
PI Contribution MPS is the industrial partner of the CPC. We are solving their daily operational issues under digital policing. Our crime hot spot prediction is running daily in MPS.
Collaborator Contribution MPS provide the data and expertise of policing to the CPC project.
Impact CPC is a disciplinary project, involving computer science, crime science, Geoinformatics and geography. Right now, we are testing a suit of algorithms for crime prediction, intelligent patrolling and performance evaluation with MPS.
Start Year 2012
 
Description Movement Strategies 
Organisation Movement Strategies
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact Luis Francisco Mejia Garcia (2016) Understanding and predicting consumer behaviour in music festivals with machine learning - CDRC Dissertation prize winner; Daniel Stockdale (2016) An investigation into the potential of Bluetooth Beacons to monitor the movement of people on public transport: A preliminary case study of the Norwich Bus Network; Christian Tonge (2017) An exploration of mobile data: towards proximity based passenger sensing on public transport - CDRC Dissertation prize winner. Yi Cheung (2018) Forecasting travel demand for the Elizabeth line using smartphone GPS data; Jack Lewis (2018) A pioneering study exploring retail centre attractiveness using GPS data in London; Kahina Ait Ouazzou (2018) Analysing Customer Behaviour for Shopping Centres in London Using GPS Data 2019 Projects open for applications: Analysis of retail performance using multiple regression methods; Analysing the impact of network disruption on mode, route and travel time; Retail centre footfall: planning and forecasting using time series modelling; Use of GPS and spend data to understand the key differences in spectator behaviour at Stadiums and Arenas in London. Movement Strategies have gone on to recruit two of the students.Masters projects resulted in inputs into partner's strategic decision making. 2020 projects - An assessment of smart CCTV camera calibration to capture customer itineraries in a retail environment; Combining footfall from mobile network data and event listings to predict consumer behaviour patterns; An assessment of the impact of weather upon global shipping patterns using GPS data and weather APIs.
Start Year 2016
 
Description National Museums Liverpool 
Organisation National Museums Liverpool
Country United Kingdom 
Sector Public 
PI Contribution Bilateral Data Licence Agreement negotiated to make data available for student research at the University of Liverpool.
Collaborator Contribution Making visitor survey data available for approved project research by students at the University of Liverpool.
Impact Masters research dissertation project, shared with data partner.
Start Year 2016
 
Description OOMap 
Organisation OOMap
Sector Private 
PI Contribution Data acquisition for CDRC Safeguarded service.
Collaborator Contribution Provision of data to CDRC service for the purposes of social science research.
Impact CDRC Data Licence Agreement for bicycle sharing system docking station data for >50 global cities provided for CDRC Safeguarded service. 27 initial applications received since Feb 2018 (10 approved, 5 applications in progress, 12 withdrawn/rejected) as of 14/2/19
Start Year 2018
 
Description Office for National Statistics 
Organisation Office for National Statistics
Country United Kingdom 
Sector Private 
PI Contribution Discussions and workshops around Big Data agenda and the Digital Strategy, sharing data acquisition strategies, sharing research findings. 2017-18: Submitted 2 joint applications to UBEL DTP Co-funded studentship call (unsuccessful). Collaborating on project to create Ethnicity Estimator software to be made available through CDRC service. Entered into Memorandum of Understanding with ONS Data Science Campus. 2018-19: Submitted joint application to UBEL DTP Co-funded studentship 'Hybrid geodemographics and creation of the 2021 Output Area Classification' (successful). Currently recruiting student to begin Oct 2019. Ethnicity Estimator software available through CDRC Safeguarded service since summer 2018.
Collaborator Contribution Member of CDRC Advisory Board. Discussions and workshops around Big Data agenda and the Digital Strategy, sharing data acquisition strategies, sharing research findings. Partner joint applications to UBEL DTP Co-funded studentship call in 2017/18 (unsuccessful) and 2018/19 (successful). Entered into Memorandum of Understanding with ONS Data Science Campus. Collaborating on project to create Ethnicity Estimator software made available through CDRC service, work approved by National Statisticians Data Ethics Committee. All applicatons reviewed by ONS Research approvals team prior to software being made available.
Impact Member of CDRC Advisory Board. Memorandum of Understanding with ONS Data Science Campus. Ethnicity Estimator software: 12 initial applications received (7 approved, 3 in progress, 2 withdrawn as of 14/2/19). ONS supported creation of data made available for CDRC Data Challenge at GISRUK 2018 Ethnicity Estimator software used by CDRC to create CDRC Modelled Ethnicity Proportions safeguarded data product.
Start Year 2016
 
Description Parsons Bakery 
Organisation Parsons Bakery
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact William Laing (2017) Where next for Parsons Bakery? A preliminary quantitative location assessment exploring the link between demographics, competition and other variables. CDRC and DUG Poster exhibition prize winner. Masters project resulted in inputs into partner's strategic decision making.
Start Year 2017
 
Description PizzaHut 
Organisation Pizza Hut UK Ltd
Country United Kingdom 
Sector Private 
PI Contribution The Masters Research Dissertation Programme gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact 2019 projects: 2 projects available from choice of 8 topics - How can we optimize our delivery labour model?; What is the optimal delivery tradezone in the UK?; Potential For New Concept Fast Fast Casual Model; What is Late night Salesor late night trade zone pooling potential?; Driver Pooling / Dispatch Potential?; Aggregator Potential?; New concept potential -'hidden' stores dedicated to delivery only; How is sales impacted by poor customer experience? 2020 projects: 3 projects - What is the optimal delivery trade-zone in the UK?; Driver Pooling & Dispatch Potential; How are sales impacted by poor customer experience?
Start Year 2019
 
Description Registry Trust Ltd 
Organisation Registry Trust Limited
Country United Kingdom 
Sector Charity/Non Profit 
PI Contribution Data acquisition for CDRC service.
Collaborator Contribution Provision of data to CDRC service for the purposes of social science research.
Impact CDRC Data Licence Agreement for aggregated County Court Judgement data provided for CDRC Safeguarded service. 2 initial applications received (1 approved, 1 withdrawn) as of 14/2/19. 2020 projects: 2 projects - Assessing Monetary County Court Judgments (CCJs) as a leading indicator of financial vulnerability; Scrutinising Policy: Using Monetary County Court Judgments (CCJs) data to understand the effects of austerity
Start Year 2016
 
Description Sainsburys 
Organisation Sainsbury's
Country United Kingdom 
Sector Private 
PI Contribution Academic PhD supervision, studentship agreement between UCL and Sainsbury's. Also involved in the Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and the work is published and made freely available on the CDRC website.
Collaborator Contribution Industrial PhD supervision, data sharing with student studentship agreement between UCL and Sainsbury's. Also partner in the Masters Research Dissertation Programme where representatives from major UK consumer companies, or businesses which handle consumer data, co-supervise the Masters dissertations. This presents a great opportunity to get a Masters student to help the organisation make progress with research into major current issues, and projects that have been considered, but not had the resource to carry out. The student works with data - the organisation's customer data, open data or academic sector data and can maximise the value obtained from this. The partner provides the student with a £500 bursary on completion of a successful dissertation.
Impact PhD upgrade report. Masters Research Dissertation Programme projects: Yiran Wei (2014) How Open Data Resources can be used to define a Composite Measure of Cultural Identity & Heritage for England and Wales - CDRC Disseration runner up; Thomas Albery (2016) Modelling Multi-Channel Adoption at Sainsbury's; Alec Davies (2016) How does competitor presence influence the performance of click and collect sites?; Audrey Henkels (2016) Can interactive data visualizations enable a retailer to identify new insights about customer purchase behaviour?; Mariflor Vega (2016) Clustering Market Baskets with Bagging and Latent Dirichlet Allocation at Customer and Transactional Levels - CDRC Dissertation runner up; Ulzhan Bissarinova (2017) Customer pathway and in-store activity; Yifan Cao (2017) Estimate impact of slot availability on customer demand by using choice-based demand models - CDRC Dissertation first prize. Sophie de Kok (2018) Predicting customer quality based on early shopping behaviour in online grocery retail - CDRC Dissertation runner up. Masters projects resulted in inputs into partner's strategic decision making. 2020 projects: 3 projects - Detecting Local Congestion on Store Access Routes; Using satellite imagery to detect supermarket car parks and their levels of occupancy; The UK's new housing - population growth or internal migration?
Start Year 2014
 
Description Shop Direct 
Organisation Shop Direct
Country United Kingdom 
Sector Private 
PI Contribution Data acquisition for CDRC service. Also involved in the Masters Research Dissertation Programme (formally known as the Retail Research Masters Research initiative) gives masters level students the opportunity to conduct their dissertation with the co-supervision of a consumer organisation. The Consumer Data Research Centre facilitate the initiative. The student is offered a stimulating project to work on with co-supervision from the a major UK business. They receive industry advice on how data are used in real world problem solving, and experience of addressing problems that matter. A prize is awarded to the best three dissertations (funded by the CDRC). Research findings are showcased to an audience of leading retailers, at the Annual Data Analysts User Group annual conference (formally known as Demographics User Group) and