Code Acts in Education: Learning through code, learning to code

Lead Research Organisation: University of Stirling
Department Name: Education

Abstract

Computer software is interwoven with contemporary collective life. The significance of computer software, and the codes and algorithmic processes through which it is written and put into action, is particularly vivid from an educational perspective. Technically, code instructs software how to act, but as code increasingly comes to saturate our world, as an invisible presence in everyday life, it also instructs people to do things. Code acts back on us as the lessons written down in the languages of computer programming, and as an algorithmic curriculum instructing us in new ways of thinking and acting.

The Code Acts in Education seminar series focuses on education as a specific field in which the problems associated with code are now part of an emerging public policy agenda and media debate. The debate is concerned with:

a) learning through code: how computer code acts to shape learning, thought and action in everyday life, and its influence on educational policies, products and practices; and

b) learning to code: promoting the skills of computer programming and critical digital fluency

The seminar series will provide a critical exploration of computer code in order to build greater public awareness of its influence on how we act, think, and conduct ourselves, and to inform and augment the existing debate about the importance of teaching children and young people to be able to program and understand computer code.

The series is also timely and important for social scientific research. Computer code and software are emerging as serious subjects for critical inquiry. Emerging research in geography has detailed the "code/space" relationships in software-intensive places like airports, shopping centres, hospitals, and workplaces. Sociological and cultural studies research has sought to understand the "cultural lives of code" as it is programmed into existence and then flows into the world in our everyday objects and practices. Research in the emerging field of software studies has examined code in terms of its influence on the mind, on ideology, on government, on the economy, on social interaction, and on cultural participation.

Yet its significance remains to be taken up in educational research. Undertaking critical social scientific research on code in education will allow us to demonstrate its powerful influence on everyday learning and on formal educational structures, institutions and practices. For example, educational institutions are increasingly animated and regulated by highly coded software, databases and networked infrastructures. Classrooms, at all stages from pre-school to HE, function as coded spaces where the lessons being learned are in part written down in programming language. Structures of educational governance are being reconfigured by transnational technologies of testing, inspection and comparison. Learning practices have increasingly migrated out of the classroom into the coded spaces and public pedagogies of the worldwide web. Software also influences and shapes professional learning, knowledge practices, new forms of work in the informational economy, and within higher education code has begun to reconfigure research and knowledge production itself.

This seminar series aims to develop the research agenda, relationships, frameworks and capacity necessary to undertake the research required to understand, interpret and begin to explain how software, code and algorithms act to influence and instruct us in everyday life, and how they are shaping contemporary educational products, practices and policies. By involving users of the research as participants and as advisors to the series, we will build communication channels and produce appropriate outputs to further inform the public policy debate on programming.

Planned Impact

Who will benefit from this research?

Educators including teachers and curriculum developers in schools, further education colleges and universities. This group also includes professional bodies that support the work of teachers, such as Education Scotland.

Policymakers focused on skill development and education, such as representatives of Skills Development Scotland, Department of Business, Innovation and Skills, as well as Scottish Government (education) and the UK Department for Education.

Public policymakers in Scotland and across the UK concerned with promoting digital engagement, usually to improve employability and quality of life, support communities, boost economic growth and increase productivity and innovation. Specifically, these users include representatives of the Scottish government (those engaged with Scotland's Digital Future: A Strategy, and the Scotland Futures Forum); the UK government (the Government Digital Strategy), and the Welsh government (Delivering a Digital Wales Strategy).

Intermediate third sector organisations promoting digital fluency, digital skills and capacity to code, particularly among children and youth. These organisations include Demos, Nominet Trust (which funds research that promotes digital capacity among disadvantaged children), Mozilla Foundation, and providers of educative materials to promote digital capacity, such as Raspberry Pi. They also include Nesta which has a broader mandate, specifically to generate innovation by promoting digital making, digital R&D, and digital education.

Professional bodies that promote standards of practice for professionals, and that provide professional development opportunities which increasingly promote digital literacy and adoption of digital technologies in practice, are also beneficiaries. In the first instance these groups include professional bodies serving teachers. However more broadly, we will be advertising this seminar series through our networks of professional bodies in nursing, medicine, social work and policing who are now linked with us in research and knowledge exchange initiatives to improve professional education and learning.

Broader public users include parents, employers and community members concerned with issues of digital engagement, digital skills development, and issues of digital code: how computer code shapes everyday life and lifelong learning, while opening new knowledge practices and forms of work.

How will they benefit from this research?

Advisory Group: We intend to assemble an Advisory Group comprised of key representatives from each of the user groups listed above. A key purpose of this Advisory Group is to help maximize the impact of this seminar series through specific input in identifying specific objectives, audiences, messages and channels for communicating findings and dialogues of the series. Members of the Advisory Group will be asked to attend as many seminars as possible and to work with the research team (including the investigators and four doctoral students) to draw together key themes and questions across the seminar activities. Members will be asked to mobilize their own networks and to suggest specific knowledge exchange activities to help engage their users in the seminar outcomes in the most productive ways.

Educational benefits: Most groups in this list are interested in influencing education, particularly of children and youth for developing digital capacity and critical digital literacy in learning to code and learning through code. This series will produce better understanding for all of the issues at stake, the skills required, the initiatives underway, and the pedagogies that can best enhance education for digital futures. Further, the series creates opportunities among highly diverse perspectives and sectoral interests to share perspectives, challenges and resources towards improving digital education through a focus on the problem of code.
 
Description The project has generated significant new research findings, built new relationships and networks, and opened up new lines of inquiry in four key areas.

1 Software code, algorithms and digital data systems are reworking education. The researchers examined the effects on education of learning analytics and adaptive learning platforms designed for use in classrooms and online courses, the emergence of tracking apps used to monitor student performance, massively open online courses (MOOCs), and the use of automated bots as teaching assistants. The researchers also studied how predictive analytics with associated data systems and digital devices are transforming professional work, and identified important consequences for professional learning and education. These technologies represent an emerging new form of 'smarter learning software' that is designed to be aware of itself, that can adapt to its user, and that can semi-automate the pedagogic routines of the digitally-augmented classroom and online course. The project has shown where and how these technologies are proliferating in educational contexts, and examined positive and negative possibilities for learners, educators and policymakers.

2 Education is being reimagined for smart cities. As urban environments have become more augmented by coded technologies and data-driven, this project has opened up new lines of inquiry into the future of education in smart cities. This has involved an investigation of how commercial vendors such as IBM are reimagining education and learning in computational urban environments, and how local government initiatives have sought to educate 'smart citizens' with the digital skills and data analysis capacities required for participation in smart cities.

3 Education policy making is being shaped by new data processing platforms and actors. Software systems and digital data platforms are now being put to work in the policymaking machinery of education. Large-scale global databanks, real-time data analysis, data visualization and predictive analytics technologies are being put to work to conduct a constant analysis of education systems, institutions and individuals. This is being driven by new kinds of non-governmental actors. Companies such as Pearson, Google and IBM, along with entrepreneurs advocating for the digital economy, are now actively intervening in education policy decision-making. At the same time, new public policy innovation labs such as Nesta (UK) and the GovLab (US) are becoming significant influences on the future direction of education.

4 Learning to code has moved from the margins to mainstream schools policy. A significant strand of the project has focused on the emergence of 'learning to code' and 'digital making' as new movements in education. This has traced cross-sector networks of governmental, commercial and civil society actors that promote programming to young people. Learning to code has become central to ambitions to develop digital citizens who can contribute to the digital economy and participate in new digital government services.
Exploitation Route The project findings and inter-disciplinary researcher/user networks are already driving further work. Through project contacts, Williamson is now co-I on an inter-disciplinary research proposal to investigate data literacies. Williamson and Edwards are invited to support a major US-based research proposal. Bayne has established the Digital Education Research Centre at the University of Edinburgh, with Williamson, Edwards and Fenwick as associated members, to pursue key issues arising from this project and build new networks for further research.

The project's engagement with third sector organisations has emphasized the importance of collaborative ethnographic research with policy innovation labs. This engagement shows signs of influencing the practices of such labs and opening new lines of research, e.g. Williamson's research on policy innovation labs has been widely circulated via Nesta (UK) and GovLab (US) to their networks of partners, practitioners, and policy influencers. Similar possibilities are arising from engagement with commercial organisations, such as Pearson, which has expressed interest in pursuing issues raised by the project and circulated research by Williamson to its global network.

The project has extended others' use of the findings through wide-ranging use of social media, involving intermediaries such as the Digital Media and Learning Research Hub in the USA & LSE Impact of Social Sciences blog in UK. Our own Code Acts in Education website has received over 20,000 views from 13,000 visitors since September 2013.
Sectors Digital/Communication/Information Technologies (including Software),Education,Government, Democracy and Justice

URL https://codeactsineducation.wordpress.com/
 
Description The Code Acts in Education seminar series has led to a number of emerging social impacts, contributing significantly to shaping debates about the role of software code, algorithms and digital data in education. Generating and sustaining impact from the project has been built in from the outset through a commitment to openly accessible reporting using social media. The project team has used the Code Acts in Education website (https://codeactsineducation.wordpress.com/) to provide frequent public updates on their research. As of October 2016, the site had been accessed 28,089 times by 18,624 visitors. Using Twitter, the team has engaged in dialogue with researchers and education practitioners regarding aspects of the research. In particular, Williamson's updates on his research on the behaviour change app ClassDojo has itself been accessed over 5,000 times in 2016. In 2016, Code Acts in Education was listed by Ed-Tech Magazine as a 'Top 50 Must-Read' on education technology issues (http://www.edtechmagazine.com/higher/article/2016/05/higher-ed-must-read-it-blogs). This accolade has generated considerable visibility among educational technology practitioners and developers for research findings emerging from Code Acts, with users referred to its site directly from the Ed-Tech website. In August 2015 the Code Acts in Education team produced an open access e-book based on the series and their related research. Entitled Coding/Learning: Software and digital data in education, it has been accessed 1,165 times and has been included as a resource on Make Things Do Stuff, a public-facing website of resources for practitioners on education and technology created by innovation charity Nesta. PI Williamson has also contributed regularly to the Digital Media and Learning Research Hub throughout the duration of the project (http://dmlcentral.net/person/ben-williamson/). DML is an initiative of a major US-based Connected Learning initiative funded by the MacArthur Foundation, which is leading in the development of practices and knowledge related to educational technology in the era of connected technologies. Williamson has translated the findings from the series and his associated research into more than 20 posts for its global audience of educational practitioners, technology developers and researchers. His posts on big data in education, kids coding, behaviour change programs, artificial intelligence in education, social media platforms and learning, and the role of tech-entrepreneurs in setting up new schools have been widely circulated via social media. One of the priority areas identified during the seminar series was how children are being encouraged to learn to code. PI Williamson undertook extensive documentary research to trace the networks of organizations involved in promoting coding and computing the children. As a result, Williamson was invited to a teleconference meeting with SpinWatch, the non-profit organization which focuses on the networks of powerful individuals and institutions shaping the public agenda. SpinWatch is currently exploring the lobbying groups and commercial interests involved in the formation of computing as a subject in the National Curriculum; Williamson contributed the results of his research to assist this project. As a further result of this research, Williamson was invited to contribute an opinion piece to Britain in 2016, the annual ESRC magazine on the impact of social science to the UK, where he detailed the commercial technology interests behind new computing programmes of study in the National Curriculum. Williamson also published an article in The Conversation focused on the role of technology businesses in the establishment of new free schools and academy schools in England (https://theconversation.com/beware-the-digital-entrepreneurs-who-are-opening-their-own-schools-54626). The article was translated into German and reproduced in the online magazine Netzpiloten (http://www.netzpiloten.de/unternehmer-livingstone-bildungspolitik-schulen-eroeffnung/). Algorithms have emerged as a subject of serious social concern in recent years. Code Acts in Education explored the role of algorithms in reshaping education, and led to detailed research by PI Williamson on algorithmic data analytics in schools, by CI Edwards on the algorithmic structuring of 'open education,' by CI Fenwick on the influence of analytics on professional learning, and by CI Bayne on algorithmic software 'bots' in online HE courses. As a consequence, Williamson was invited to consult on the Shadow of the Smart Machines initiative by Nesta, the charity focused on innovation in government and public services. Nesta is, at the time of reporting, considering commissioning further research on the role of algorithmic analytics in education. Williamson contributed to shaping the agenda through teleconference call and the production of a briefing paper based on research findings from the Code Acts in Education project. Williamson was also invited to produce an article for the LSE Impact of Social Sciences blog, where he detailed how algorithmic processes are intervening in Higher Education practices (http://blogs.lse.ac.uk/impactofsocialsciences/2014/02/10/the-death-of-the-theorist-in-digital-social-research/). Late in 2016, Williamson was invited to be an expert participant in a two-day workshop on 'Technological Sovereignty' hosted by the Mayor of Barcelona and organized by prominent technology journalist Evgeny Morozov. PI Williamson has focused significant attention on the education business Pearson during the Code Acts in Education project. After publishing an article about Pearson's move to use big data in education, Williamson was approached by Pearson to engage in a dialogue about their activities. This dialogue took the form of a series of blog posts by Williamson and Pearson staff (http://blog.pearson.com/educational-data-pearson-and-the-theory-gap/). This forum allowed Williamson to share his research findings with the commercial subjects of the research and with its global audience of customers and users. Policy Innovation Labs have emerged during the project as significant actors influencing how digital technologies and big data are being positioned in education. On the basis of his published research on policy labs, PI Williamson was invited to participate in the Global Lab Gathering 2015, an international conference for policy lab leaders organized by Nesta in London and attended by over 300 delegates. The only academic speaker out of a list of over 30 speakers (http://www.nesta.org.uk/events/labworks-2015-speakers), Williamson joined a panel discussion about policy networks and promoted research collaboration between policy labs and Higher Education researchers to address complex social problems. He especially encouraged the policy labs community to address the issue of 'policy learning'--Nesta has since established an 'i-School' initiative for policy learning across innovation labs and government departments, crediting insights presented at the conference with its development (http://www.nesta.org.uk/project/i-school). Williamson subsequently produced an open access working paper on policy labs (published on the Code Acts website), and his writing on policy innovation labs has been shared widely via Nesta in the UK (http://www.nesta.org.uk/blog/lab-notes-june-edition) and twice by the GovLab in the US (http://thegovlab.org/governing-methods-policy-innovation-labs-design-and-data-science-in-the-digital-governance-of-education/; http://thegovlab.org/testing-governance-the-laboratory-lives-and-methods-of-policy-innovation-labs/). In sum, Code Acts in Education has led to considerable public engagement beyond academic impacts, and extended the findings from the seminar series and the investigators' associated research to diverse audiences. We are optimistic that as the seminar series leads next into further research that further lasting impact will be generated as we make use of our findings to shape debates and practices in relation to the use of advanced software and digital data in education.
First Year Of Impact 2014
Sector Digital/Communication/Information Technologies (including Software),Education
Impact Types Societal,Policy & public services

 
Description Co-organiser & participation by B Williamson in Scotland's Creative Futures roundtable at Scottish Parliament 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Policymakers/politicians
Results and Impact Approximately 15 people attended the Scotland's Creative Futures event, including members of the Scottish Parliament and Scottish Futures Forum as well as representatives of the creative industries and academia (Edinburgh & Stirling universities). This was an initial one-off 'roundtable' event to help inform the Scottish Parliament and the Scotland's Futures Forum about a variety of creative activities, initiatives and related research in Scotland, and was intended to provoke a longer-term interest in a working group to inform policy around creativity in Scotland, including discussion around a Scottish 'innovation lab.'

Scotland's Futures Forum are considering supporting a Scottish 'innovation lab', which participants in the Creative Futures group may be asked to participate in advising.
Year(s) Of Engagement Activity 2014
URL http://www.scottish.parliament.uk/visitandlearn/78460.aspx
 
Description Conference panel on Spatial Theory by B Williamson, R Edwards, S Bayne & J Knox at Networked Learning Conference (Edinburgh Uni) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Generated questions and debate
Year(s) Of Engagement Activity 2014
 
Description Conference paper by B Williamson on big data in education at Big Data-Social data conference (Warwick University) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited conference paper, stimulated discussion and questions
Year(s) Of Engagement Activity 2015
 
Description Conference paper by B Williamson on cognitive computing and data analytics in education at British Sociological Association conference (Glasgow Calendonian Uni) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact A conference paper at a major international conference, generated questions and debate
Year(s) Of Engagement Activity 2015
 
Description Conference paper by B Williamson on cognitive computing in education at Data Power conference (Sheffield Uni) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Conference paper, stimulated questions and discussion
Year(s) Of Engagement Activity 2015
 
Description Conference paper by B Williamson on computer programming in schools at Researching Work and Learning conference (Stirling Uni) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Conference paper, generated questions and debate
Year(s) Of Engagement Activity 2014
 
Description Conference paper by B Williamson on neurocomputation and education at Theorising Digital Society (University of Canberra, Australia) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Conference paper at an Australian conference, generated questions and debate
Year(s) Of Engagement Activity 2015
 
Description Conference paper by B Williamson on the new computing curriculum at BERA conference (Institute of Education, UCL) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Conference paper, generated questions and discussion
Year(s) Of Engagement Activity 2014
 
Description Conference paper by L Grant on 'constructions of the datafied child' at Data Power Conference, Sheffield, 2015 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Postgraduate students
Results and Impact A conference paper at a major conference on the power of data in society, which generated questions and debate.
Year(s) Of Engagement Activity 2015
 
Description Explorathon 2014 (European Researchers' Night) public engagement (Sian Bayne) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Public/other audiences
Results and Impact This was a public engagement event - The Cabaret of Dangerous Ideas - aimed at drawing wider audiences into discussion about research on automation, code and higher education futures. Around 60 people attended and there was a lively discussion.
Year(s) Of Engagement Activity 2014
 
Description Invited guest blog article by B Williamson for Pearson blog 
Form Of Engagement Activity Engagement focused website, blog or social media channel
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I was invited by Pearson Education, the world's largest education publisher, to write a blog article based on a recently published research article. Pearson also added a response to the piece. The pieces were published on the Pearson Blog, a global platform for the company's public-facing activities. As a result, Pearson has extended an invitation to conduct fieldwork research.
Year(s) Of Engagement Activity 2016
URL http://blog.pearson.com/educational-data-pearson-and-the-theory-gap/
 
Description Invited research seminar by B Williamson on data analytics in education at Lancaster University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited research seminar, generated questions and debate
Year(s) Of Engagement Activity 2015
 
Description Invited research seminar by B Williamson on education in smart cities at National University of Ireland, Maynooth 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited research seminar, generated discussion and questions
Year(s) Of Engagement Activity 2015
 
Description Invited research seminar by B Williamson on education in smart cities at Oxford University 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact Invited research seminar, generated questions and discussion
Year(s) Of Engagement Activity 2006
 
Description Invited seminar by B Williamson on algorithms in academia at SRHE Digital UNiversity event (Edinburgh Uni) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A presentation at SRHE event, generated talk and questions
Year(s) Of Engagement Activity 2014
 
Description Invited talk by B Williamson at LabWorks 2015: Global Lab Gathering (Nesta, London, July 2015) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation generated questions and discussion with delegates around the possibilities of conducting collaborative research between policy innovation labs and academic research departments.

My written working paper produced in response to the event was posted in the Nesta 'LabNotes' monthly magazine in the UK (http://www.nesta.org.uk/blog/people-powered-fight-affordable-housing-sao-paulos-poorest), and in the GovLab's digest in the USA (http://thegovlab.org/testing-governance-the-laboratory-lives-and-methods-of-policy-innovation-labs/). These digests have an international audience largely consisting of policy influencers and policy design professionals.
Year(s) Of Engagement Activity 2015
URL http://www.nesta.org.uk/watch-videos-labworks-2015/mapping-ecosystem
 
Description Keynote lecture (Sian Bayne) at European MOOCs Stakeholder Summit, Belgium 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Practitioners of learning at scale across Europe attended and engaged in discussion relating to critical approaches to teacher automation.
Year(s) Of Engagement Activity 2015
URL http://www.emoocs2015.eu
 
Description Keynote lecture (Sian Bayne), EuroCALL, Padova, Italy 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Language teaching practitioners from across Europe attended and debated the future of teacher automation and its relation to their own professional practice.
Year(s) Of Engagement Activity 2015
URL http://www.eurocall2015.it/en/sistemacongressi/eurocall-2015/website/home/
 
Description Keynote lecture by T Fenwick 'Imitation games: knowledge, professions and complex futures' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Seminar sparked many questions and discussion throughout conference

Organisers requested an article to be translated in German for dissemination to German practitioners
Year(s) Of Engagement Activity 2015
 
Description Media coverage (Sian Bayne) in Times Higher Education, May 21 2015 
Form Of Engagement Activity A press release, press conference or response to a media enquiry/interview
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact A Times Higher Education interview and article (Ask teacherbot: are robots the answer?) generated significant interest and a large number of downloads of the academic paper on this in Teaching in Higher Education.
Year(s) Of Engagement Activity 2015
URL https://www.timeshighereducation.co.uk/news/ask-teacherbot-are-robots-the-answer/2020326.article
 
Description Online article by B Williamson on LSE IMpact of Social Sciences blog 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Media (as a channel to the public)
Results and Impact This was an online article entitled 'The death of theorist and the emergence of data and algorithms in digital social research,' and was intended to stimulate interest and debate around the digitization and datafication of academic practice and knowledge production in the social sciences. The article has been extensively shared via social media, on Twitter, Facebook and LinkedIn. It has spraked a number of online conversations.

After the publication of the article, I was asked to present at an SRHE event on the 'Digital University' at the UNiversity of Edinburgh: https://www.srhe.ac.uk/events/details.asp?EID=154
Year(s) Of Engagement Activity 2014
URL http://blogs.lse.ac.uk/impactofsocialsciences/2014/02/10/the-death-of-the-theorist-in-digital-social...
 
Description Opinion piece by B Williamson in ESRC Britain in 2016 magazine on commercial parrticipation in the new Computing curriculum 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact An online version of the piece was widely circulated on social media.

I received a number of responses via social media calling for more critically challenging accounts of the formation of the new Computing programmes of study in the National Curriculum for schools in England.
Year(s) Of Engagement Activity 2015
URL https://www.academia.edu/19684691/Coding_culture_who_is_benefiting_most_from_computer_coding_being_p...
 
Description Presentation by B Williamson on data and schools at public symposium (Bristol Uni) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact A talk at a public symposium, generated questions and debate
Year(s) Of Engagement Activity 2014
 
Description Public lecture by T Fenwick, R Edwards: 'On professional learning and responsibility in digital futures & coded practice' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Talk sparked discussion of curriculum changes and staff development to be considered in South African universities.

Invited to contribute chapters to two new edited collections to be disseminated in Africa.
Year(s) Of Engagement Activity 2015
 
Description Seminar by T Fenwick 'How big data and new software are transforming healthcare practice and learning' 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? Yes
Geographic Reach Regional
Primary Audience Professional Practitioners
Results and Impact Talk sparked questions and discussion

Afterwards, one participant worked with me to co-write an article for local practitioners applying my analysis to assist with a particular technological initiative.
Year(s) Of Engagement Activity 2015
 
Description Series of online articles by B Williamson for Digital Media and Learning Research Hub 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? Yes
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact I have produced 16 articles for the dmlcentral.net site during the duration of the grant, all specifically related to the project. Many of these articles have stimulated significant social media interest and online discussion. The site reaches other academics as well as educational practitioners, educational technology businesses, and other interested publics. Analytics provided to me by the site editor indicate a readership for most articles in the region of 300-500.

The impact of my contribution is to maintain general public accessibility and engagement with the outcomes of the research, in a public forum and using non-specialist language.
Year(s) Of Engagement Activity 2015,2014,2013
URL http://dmlcentral.net/person/ben-williamson/