Occupational changes and skill mismatch following Covid-19: implications for graduates in the UK

Lead Research Organisation: University of Kent
Department Name: Kent Business School

Abstract

The overall objective of this study is to analyze how the Covid-19 crisis is affecting graduates' labor market outcomes, particularly in relation to their chances of finding employment in occupations that match their qualification. The literature shows that, before the current crisis, approximately a third of graduates in the UK were not employed in graduate jobs. This educational or skill mismatch generates several concerns among graduates, economists and policy makers. Graduates who are overqualified for their job suffer a wage penalty, i.e. they earn less than those who find a perfect job match. The skill mismatch is also associated with low job satisfaction and low productivity performance.
The current crisis is having a strong negative impact on the labor market in terms of increasing the unemployment rate and causing a decline in the number of vacancies. The ways in which these might affect the skill mismatch and the wages of graduates are unknown. Sectors with high proportions of overqualified graduates, such as hotels and leisure, have been particularly hit by the crisis and this might lead to a decline in the mismatch. At the same time, many workers are losing their jobs and may not find employment in their existing profession or in occupations with the same skill requirement once the lockdown is over, a situation that would lead to a loss of human capital and an increase in the skill mismatch.
Using the most up-to-date data, the first part of our study will address these issues starting with an analysis of the distribution of graduates across different occupations and how this distribution has changed over time (occupational shifts). This will provide an understanding of changing job opportunities for graduates. We will then focus on the evaluation of the skill mismatch and how this has been affected by the Covid-19 crisis. There is scant evidence of how periods of recession affect the mismatch, but our expectation is that the impact may be substantial, particularly for young graduates, who enter the labor market at a time of high uncertainty and increasing unemployment rates. Entering the labor force through occupations that do not match workers' qualifications could be a trap to continuing mismatch in the future. This may result in deteriorating career prospects and lower wage levels. In this context, provision of training becomes very important as it may increase the chances of either remaining in their current job or finding similar jobs in related sectors; it may also meet firms' needs for new skills. Policies directed towards supporting education and training were advocated after the Great Recession in 2007 to help displaced workers find new job opportunities. By analyzing graduates' uptake of training during the crisis we will assess whether this has improved their prospects and contributed to a reduction in the skill mismatch. Given the importance of a skilled workforce for productivity and innovation, understanding the status of training uptake could help us predict future availability of skills that are going to be crucial for the recovery.
Our study also recognizes that overall trends for the UK labor market might hide important differences across UK regions. It is well know that there are increasing regional disparities in terms of productivity growth and wages across the UK and the Covid-19 crisis might exacerbate these differences and lead to increasing regional inequalities. Part of these inequalities may be related to differences in job opportunities for graduates overall, for young graduates and their ability to find employment in occupations that allows them to reap the benefits of their investment in human capital. Hence, a regional dimension of our analysis will complement the study of UK total trends and provide a detailed understanding of labor market opportunities for graduates.
 
Description Through this project, we have been able to answer the questions we raised in our initial proposal. Firstly, we aimed to consider the extent to which (graduate) workers shifted occupations as a result of Covid-19. We found that while there was some reallocation of workers, there was not a substantial or sustained change in occupational allocation. This reallocation has been lower for graduates than non-graduates during Covid.
Our second objective was to analyse how the Covid-19 pandemic affected graduate skill mismatch, defined as the gap between what the individual has in terms of skills and what their job requires. We measure this in two of ways:
(1) is the proportion of graduates employed in non-graduate jobs (occupational mismatch) and
(2) the proportion of graduates employed in industries where the pay is lowest for a particular degree type b (wage mismatch).
Both measures show that the skill mismatch has declined during the pandemic. This finding suggests that the loss of vacancy opportunities throughout the pandemic was perhaps offset by the fact that graduates were employed in the more digitally adaptable jobs. An alternative explanation is that there was a decline in immigration flows - attributable in part to Covid but also to Brexit since a significant proportion of immigrants hold non-UK qualifications and are often classified as mismatched. Our findings contrast with previous recession findings which in Europe, by and large, saw a rise in skill mismatch. This matters because graduates entering the labour market during recessions have previously been found to experience a negative and persistent impact on their earnings, However in this economic shock, the decline in skill mismatch suggests that graduates may not have experienced such negative labour market outcomes.
We look at skill mismatch across these two measures over time (2017-2020) and across UK regions. Our two measures pick up different types of skill mismatch but those that are classified as mismatched across both dimensions (employed in non graduate jobs and paid the lowest wage premium for graduates within their sector) are severely disadvantaged in the labour market, suggesting that their investment in higher education was not money well spent. There are significant wage penalties to both forms of mismatch, but particularly for the occupational measure (1). Analysing by industry, we see that hospitality and public services pay the lowest wage premiums for graduate jobs, and banking & finance and Transport and Communications generally pay the highest. This finding echoes our earlier research showing a higher proportion of graduates in non graduate jobs in the hotels and recreation industry and government services. The occupational mismatch measure (1) is more consistent across regions, and also over time, compared to the wage mismatch measure (2).
Finally, we explore whether there has been a marked change in the uptake of training as a result of Covid. We find little evidence that more investment in training was undertaken during the period of pandemic, but there is some evidence that training is less likely to be undertaken by mismatched workers.
Exploitation Route Others may adopt the approach we have taken with the wage based measure. It may also further understanding of skills based educational measures.
Sectors Education

 
Description Our early piece around occupational shifts was published with the ONS on their website and received media attention (Bloomberg and Financial Times) but as a result of ongoing discussions with the ONS about the progress with this research, we are debating with them the merits of the ONS providing a regular publication of skill mismatch in the UK. We are meeting (18th March, 2022) with BEIS also to discuss the implications of the findings of our research for future skills needs. We will update on any progress in the next window that Research Fish is open.
First Year Of Impact 2022
Sector Education
Impact Types Societal,Economic,Policy & public services

 
Description Development of evidence based quantifiable targets with particular emphasis on increasing Green Skills provision and stimulating growth of Green Jobs.
Geographic Reach Local/Municipal/Regional 
Policy Influence Type Participation in a guidance/advisory committee
Impact The aim of this project is to evaluate the supply of green skills in London and whether this supply is adequate for the Net zero transition. The output of the project is also contributing to Kingston University's Future skills strategy, related to the publication of the Future Skill report. Results of the skills mismatch analysis are being used to develop further research activities and implementing changes to the university's teaching strategy
URL https://d68b3152cf5d08c2f050-97c828cc9502c69ac5af7576c62d48d6.ssl.cf3.rackcdn.com/documents/user-upl...
 
Description Human Capital Workshop: Exploring skills and education 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact This was jointly hosted with ESCoE and the ONS. Professor Mary O'Mahony (Kings College London) introduced the event. Papers were presented by ourselves, NESTA, OECD, Department for Education, The (ESRC funded) Productivity Institute, as well as other academic institutions, and across of a range of disciplines including Economics and Psychology. The panel discussion in the 4th and final session included policy makers from the DfE and the Cabinet Office as well as academic contributions. There were three key takeaways - data is crucial for future research developments; skills more than knowledge are the focus for developing the appropriate human capital for the future and human capital is highly correlated with economic prosperity and offers one avenue for levelling up the UK.
Year(s) Of Engagement Activity 2022
URL https://www.escoe.ac.uk/events/exploring-skills-and-education/
 
Description Nottingham Trent Economics Departmental Presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other audiences
Results and Impact Catherine Robinson presented a Staff seminar to external colleagues at Nottingham Trent University. This provided an opportunity to share ideas and discuss future directions. As a result of this and other conversations, we decided to include postgraduate students in our graduate sample when exploring skill mismatch.
Year(s) Of Engagement Activity 2021
 
Description Presentation at the Kingston Economics Research Seminar series: Skill mismatch among UK graduates: working in the wrong job or in the wrong industry? 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Professional Practitioners
Results and Impact Michela Vecchi presented a paper at the research seminar series entitled. The target audience was fellow academics in the business school and the event took place on 22nd September, 2022.
Audience participation was helpful and feedback will be incorporated into future drafts.
Year(s) Of Engagement Activity 2022
 
Description Presentation to ONS Colleagues 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact On the 9th December, we presented our work to the RAS (Research Analysis and Statistics) group of the Office for National Statistics (Newport) online. This provided an update on the work we had published with them in March since we had updated the data series and outlined our methodology for alternative measures of skill mismatch. Around 60 people attended, all of whom work in statistics and mostly within the labour market/economic engagement section. There were a few interesting questions around regional breakdowns which is something we plan to elaborated on in future work.
Year(s) Of Engagement Activity 2021
 
Description Presentation to the Eurasian Business and Economics Society Annual Conference, Berlin, Germany 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Third sector organisations
Results and Impact The presentation was to an International academic conference; chiefly to economists and business academics with an interest in labour market issues. The conference was however open to policy makers and the wider public for attendance. The discussant provided useful feedback on where to take the research next and specifically, attendance of other sessions at the conference was helpful for considering other techniques for future development.
Year(s) Of Engagement Activity 2021
URL https://ebesweb.org/conferences/past-conferences/37th-ebes-conference-berlin-main/
 
Description REWAGE - Covid 19 Grants workshop 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other audiences
Results and Impact 13 January online. Gathered together academics in receipt of grants for labour market analyses during Covid-19. This event involved around 25 people all working in similar areas around labour market impacts of Covid. We all presented one slide on our study. We agreed to maintain the network and produce a policy briefing of our findings.
Year(s) Of Engagement Activity 2022
 
Description UNTANGLED Open virtual expert cafe on Digitalisation, globalisation, migration, work, employment and skills. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact This took place in 3rd February, 2022. This was an informal workshop hosted (online) by the University of ZSI (Centre for Social Innovation in Austria). UNTANGLED is a network of European institutions whose goal is to examine the impact of globalisation, technological transformations and demographic change on labour markets in the European Union, and to recommend policies that will contribute to shared prosperity. These megatrends are accelerating and intertwine with each other in a series of dependencies affecting skills, inequality, labour mobility and migration. Ageing societies, automation, AI, migration, global value chains and Industry 4.0 are just some of the factors that are changing the nature of work.. We had the opportunity to share our findings and future research direction with this European audience.
Year(s) Of Engagement Activity 2022
URL https://projectuntangled.eu/events/second-untangled-open-virtual-cafe/