ADR UK research fellowships 2022
Lead Research Organisation:
University of the West of England
Abstract
The climate crisis and environmental emergency is potentially the greatest challenge faced by the international community. In response to this challenge, the UK government has set ambitious plans to transform their economy to be a net zero economy by 2050. Green jobs will be at the core of this transition (BEIS, 2020), but for government to put policies in place to support such a fundamental transition and benefit from this historic opportunity, they require a robust and reliable evidence base (Skidmore, 2023).
As there is currently no international consensus as how to define and measure a green job, creating a reliable evidence base is proving somewhat of a challenge. This lack of clarity has limited the breadth and depth of research in this area, while making it more challenging to compare the results of the distinct studies that have examined green jobs. In the UK, these issues have further been compounded due to the lack of large scale, longitudinal and reliable data on which to base such studies.
The release of the Annual Survey of Hours and Earnings linked to Census 2011 (ASHE/C_2011) dataset provides the opportunity to make considerable progress in this area. This dataset was created as part of the Wage and Employment Dynamics project (www.wagedynamics.com) which was funded by Administrative Data Research UK (ADR UK). The dataset is available for all government and academic accredited researchers to use via the ONS' Secure Research Service following a successful project application. (https://www.ons.gov.uk/aboutus/whatwedo/statistics/requestingstatistics/secureresearchservice).
This study uses ASHE/C_2011 to provide insight into the definition and measurement of green jobs by providing evidence from three perspectives - top-down (industry), bottom-up (organisation and occupation) and a combination of the two. Policy makers will also benefit from this study, as it will provide a deeper understanding of the characteristics of green jobs and green employment. Given the longitudinal nature of the dataset, the study will explore cause and effect of workers as they transition through green jobs and while working for green employers.
Overall, the key aims of the project are to explore the characteristics of green jobs and green employment (e.g., explore whether individuals working in green jobs have similar or different work patterns than counterparts working in other sectors). It will also examine the payment structure of green jobs and how this compares to the earnings structures of other sectors. This study will also investigate whether there is a pay premium for those working in a green job and how green job outcomes differ across groups - including gender, ethnicity, disability, and by location. A further aim will be to understand employee transitions through green jobs and green employers. By doing so, the study will be able to evaluate whether working in green jobs provides better or worse prospects for movements in and out of employment and in terms of pay progression.
The main research questions that the project will answer are:
- What constitutes a green job and how should it be measured in different contexts?
- What is the extent of green jobs and green job growth in England and Wales and how has macroeconomic shocks (e.g. recessions) and environmental policies affected this?
- What are the characteristics of those working in green jobs in England and Wales, and do they vary by type of green job (e.g., green enhanced skills; green new and emerging; and green increased demand)?
- Is there a pay premium or pay penalty for working in a green job in England Wales, and does this outcome differ across demographic groups, such as gender, ethnic group, disability, and across regions?
- How do the early labour market experiences of green job employment affect an individual's subsequent labour market experience and wage progression?
As there is currently no international consensus as how to define and measure a green job, creating a reliable evidence base is proving somewhat of a challenge. This lack of clarity has limited the breadth and depth of research in this area, while making it more challenging to compare the results of the distinct studies that have examined green jobs. In the UK, these issues have further been compounded due to the lack of large scale, longitudinal and reliable data on which to base such studies.
The release of the Annual Survey of Hours and Earnings linked to Census 2011 (ASHE/C_2011) dataset provides the opportunity to make considerable progress in this area. This dataset was created as part of the Wage and Employment Dynamics project (www.wagedynamics.com) which was funded by Administrative Data Research UK (ADR UK). The dataset is available for all government and academic accredited researchers to use via the ONS' Secure Research Service following a successful project application. (https://www.ons.gov.uk/aboutus/whatwedo/statistics/requestingstatistics/secureresearchservice).
This study uses ASHE/C_2011 to provide insight into the definition and measurement of green jobs by providing evidence from three perspectives - top-down (industry), bottom-up (organisation and occupation) and a combination of the two. Policy makers will also benefit from this study, as it will provide a deeper understanding of the characteristics of green jobs and green employment. Given the longitudinal nature of the dataset, the study will explore cause and effect of workers as they transition through green jobs and while working for green employers.
Overall, the key aims of the project are to explore the characteristics of green jobs and green employment (e.g., explore whether individuals working in green jobs have similar or different work patterns than counterparts working in other sectors). It will also examine the payment structure of green jobs and how this compares to the earnings structures of other sectors. This study will also investigate whether there is a pay premium for those working in a green job and how green job outcomes differ across groups - including gender, ethnicity, disability, and by location. A further aim will be to understand employee transitions through green jobs and green employers. By doing so, the study will be able to evaluate whether working in green jobs provides better or worse prospects for movements in and out of employment and in terms of pay progression.
The main research questions that the project will answer are:
- What constitutes a green job and how should it be measured in different contexts?
- What is the extent of green jobs and green job growth in England and Wales and how has macroeconomic shocks (e.g. recessions) and environmental policies affected this?
- What are the characteristics of those working in green jobs in England and Wales, and do they vary by type of green job (e.g., green enhanced skills; green new and emerging; and green increased demand)?
- Is there a pay premium or pay penalty for working in a green job in England Wales, and does this outcome differ across demographic groups, such as gender, ethnic group, disability, and across regions?
- How do the early labour market experiences of green job employment affect an individual's subsequent labour market experience and wage progression?
People |
ORCID iD |
| Damian Whittard (Principal Investigator / Fellow) |
Publications
P B
(2025)
Empirical research on green jobs: A review and reflection with practitioners
in Sustainable Futures
Whittard D
(2025)
Working towards an environmentally sustainable and equitable future? New evidence on green jobs from linked administrative data in the UK
in Journal of Cleaner Production
Whittard D
(2024)
Working Towards a Greener Economy: Who, Where and for Whose Benefit?
| Description | As the UK accelerates its transition towards a net-zero economy, green jobs are emerging as a key driver of sustainable growth. But are they truly equitable? The study leverages a unique linked administrative dataset to examine the employment characteristics and economic benefits of green occupations. The findings reveal both opportunities and persistent inequalities. While green jobs offer a pay premium - estimated at 4% - they remain disproportionately occupied by white, male, full-time employees. The research also highlights how collective agreements can boost earnings in green roles, yet union representation is lower in directly green occupations. Notably, the study finds that while green employment can help mitigate inter-occupational pay disparities, gender and ethnic wage gaps persist within green jobs. Women, particularly those with childcare responsibilities, continue to face pay disadvantages. Sectoral differences also play a role, with traditional industries like manufacturing and construction showing entrenched biases. |
| Exploitation Route | The insights from the research underscore the need for inclusive policies to ensure that the green transition benefits all workers. Addressing these inequalities is not only a matter of social justice but also critical for achieving a truly sustainable economy. |
| Sectors | Energy Environment Government Democracy and Justice |
| URL | https://www.adruk.org/news-publications/publications-reports/working-towards-an-environmentally-sustainable-and-equitable-future-new-evidence-on-green-jobs/ |
| Description | The academic impact of the fellowship is most clearly demonstrated by the presentation of the work at a number of international conferences (e.g. International Conference on Sustainability, Environment, and Social Transition in Economics and Finance; Wales Institute of Social and Economic Research and Data; Economic Statistics Centre of Excellence (ESCoE)) and publication of two academic papers which are now receiving a notable number of citations. In addition the data and code developed for the green jobs project are being used internationally as part of an EU Horizon project. The work is also having a significant impact nationally with the policy community. For example, the findings for the green jobs fellowship were presented at the UK's inaugural Earnings Symposium. The symposium was a collaboration with the Office for National Statistics (ONS), the Wage and Employment Dynamics project (WED), Administrative Data Research UK and ESCoE. The symposium was dedicated to exploring the latest developments, methodologies, and research applications relating to ONS earnings data and earnings statistics. Research produced using the data created for this project are also being used regionally as part of two separate projects. The first one is for the Mission Net Zero which is looking to better understand the impact of green initiatives on regional economies. The second was for the the West of England Combined Authority which was looking to better understand the impact of the region's priority sectors (including the green economy). Taken together, this demonstrates considerable international, national and regional impact of the green jobs fellowship. |
| First Year Of Impact | 2026 |
| Impact Types | Policy & public services |
| Description | ASHE-Census 2011- O*NET Dataset Training Webinar |
| Geographic Reach | National |
| Policy Influence Type | Influenced training of practitioners or researchers |
| URL | https://www.wagedynamics.com/ashe-census-2011-onet-dataset-training-video/ |
| Title | Code to crate green jobs marker |
| Description | Various Stata code files were created to enable the creation of green jobs markers in ONS data files. The Stata code files were supported by detailed documentation describing the the data creation process. A documnet with instructions for how to create and run the ASHE-Census 2011-O*NET data code in Stata format was also published.. |
| Type Of Material | Improvements to research infrastructure |
| Year Produced | 2025 |
| Provided To Others? | Yes |
| Impact | The code has been used by other researchers to research into green jobs. |
| URL | https://www.wagedynamics.com/ashe-census-2011-onet/ |
| Description | Co-design event with policy makers, practioneers and public |
| Organisation | Office for National Statistics |
| Country | United Kingdom |
| Sector | Private |
| PI Contribution | We set up a workshop to bring business leaders, policy makers and academics together to push forward the green jobs research agenda, particularly in relation to the UK. In order to do so, delegates will be provided with an update on the Office of National Statistics work on defining green jobs, as well as an overview of the work undertaken by the University of the West of England's (UWE) Sustainable Economies Research Group (SERG), which documented the current state of knowledge in international empirical studies into green jobs. The workshop was interactive with delegates invited to identify the most pressing areas of interest for the different communities. Through facilitated discussions, research ideas were identified areas of common interest between attendees. |
| Collaborator Contribution | The workshop was a collaboration between the University of the West of England's Sustainable Economies Research Group, the Office for National Statistics (ONS),the Department for Energy Security & Net Zero, the Department for Environment, Food & Rural Affairs (Defra) and the West of England Combined Authority (WECA). All respondents presented findings from their independent research |
| Impact | Resulted in the publication of an academic paper identifying gaps in Green Jobs |
| Start Year | 2023 |
| Description | Better Data, Better Policy, Better Research Event |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Other audiences |
| Results and Impact | Event to promote ADR UK flagship datasets. I presented on my on green jobs research to demonstrate what could be achieved with the WED linked datasets. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.adruk.org/news-publications/events/research-development-workshop-better-data-better-rese... |
| Description | Business Breakfast |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Industry/Business |
| Results and Impact | I presented early findings from my project at a business breakfast with industry leaders. |
| Year(s) Of Engagement Activity | 2023 |
| Description | CBL Impact and Engagement Showcase |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Professional Practitioners |
| Results and Impact | An event to celebrate UWE's research engagement and impact - presented on work of green jobs. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Digital Skills for Clean Growth |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Industry/Business |
| Results and Impact | I provided the key note talk at a celebration event for the West of England Combined Authority's Workforce for the Future Programmes, "Digital Skills" and "Skills for Clean Growth". |
| Year(s) Of Engagement Activity | 2023 |
| Description | Futures West Roundtable |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | Regional |
| Primary Audience | Professional Practitioners |
| Results and Impact | The second in a series of Futures West roundtable. The events are run in partnership with the University of Bristol, the University of Bath and the University of the West of England and leading regional businesses.This session focussed on the regions evidence requirement (e.g. data and research) to help drive forward our economic growth and productivity aspirations. I presented work in relation to green jobs to demonstrate what could be done with microdata. |
| Year(s) Of Engagement Activity | 2024 |
| Description | Green Jobs Stakeholder Group Meetings |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Policymakers/politicians |
| Results and Impact | The purpose of the Green Jobs Stakeholder Group is to bring together policy makers, practitioners and academics with an interest in green jobs. The group provide oversight and guidance, while informing the overall research agenda. |
| Year(s) Of Engagement Activity | 2023,2024 |
| Description | Joint Academic, public and government stakeholder meeting |
| Form Of Engagement Activity | A formal working group, expert panel or dialogue |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Professional Practitioners |
| Results and Impact | Around 20 of our academic, public and government stakeholders met to discuss the past, present and future progress of the WED project. Discussions about next steps yielded new connections and generated new research ideas. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://view.officeapps.live.com/op/view.aspx?src=https%3A%2F%2Fwww.wagedynamics.com%2Fwp-content%2F... |
| Description | Net Zero Skills - Briefing Paper Launch |
| Form Of Engagement Activity | A talk or presentation |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Other audiences |
| Results and Impact | A panelist at the briefing paper launch which investigates the evidence for Net-Zero job skills and training requirements in the UK's energy system. Through an extensive literature review and 10 expert interviews, it analyses how the skills landscape is adapting to support the growth of low-carbon energy sectors, including both supply and end-use. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://www.imperial.ac.uk/events/181607/net-zero-skills-briefing-paper-launch/ |
| Description | RES DTP Expert Workshop: Data Bases for Research Economists |
| Form Of Engagement Activity | Participation in an activity, workshop or similar |
| Part Of Official Scheme? | No |
| Geographic Reach | National |
| Primary Audience | Postgraduate students |
| Results and Impact | The RES Doctoral Training Programme is a series of webinars based on expert skills workshops and masterclasses where we cover innovative research methods. The Programme builds on the work the RES does to support economics PhD students, from webinars on How to prepare for the European Job Market for Economists to our annual PhD Conference and Easter Training School. |
| Year(s) Of Engagement Activity | 2024 |
| URL | https://res.org.uk/committees/education-training-committee/res-doctoral-training-programme/expert-wo... |