Job polarisation and job quality

Lead Research Organisation: University of Essex
Department Name: Inst for Social and Economic Research

Abstract

Evidence shows that labour markets across Europe and the US have become increasingly polarized as the growth of bad (low-pay, low-skills) and good (high-pay, high-skills) jobs has exceeded that of mid-ranking jobs in recent years. This poses a number of policy challenges. For instance, the growing number of low-paid workers may increase the cost of welfare-to-work programmes and the relative decline in middle-pay jobs can hinder the chances for the low-paid to move into better-paid jobs, limiting social mobility. Understanding the causes of job polarization, its features and its implications is crucial to design effective policies to tackle these challenges. This research programme comprises five projects making important contributions in each of these respects.
The first project will lay the foundations for the subsequent work by conducting a survey of the interdisciplinary literature on job quality. Contributions from psychology, economics and sociology will be reviewed to identify the main conceptual frameworks within which different scholars have assessed what makes a good job.
The second project will provide new and unique evidence on job polarization using micro-data on British firms. The currently prevailing explanation for polarization argues that the ability of machines to perform routine tasks generally associated with middle-skill jobs has led to a fall in the demand by firms for mid-skilled workers. Yet, we have no evidence of this at the firm level. The research will investigate directly the role of demand-side factors in driving polarization and to document changes in the organization of work within and across firms which affect workers' chances of career progression. In addition, by exploiting information on workers matched to their employers, this study will also provide the first evidence of the links between polarization and other aspects of job quality that have direct impacts on people's wellbeing, such as job satisfaction and work intensity.
The link between job polarisation and other dimensions of job quality is the focus of a third project which uses a range of datasets on individuals and firms covering all EU countries over the past decade. We consider the implications of the explanations of job polarisation proposed in the literature for different aspects of job quality such as job satisfaction, autonomy and work intensity. For example, it is possible that the ability of machines to perform routine tasks frees workers from the most tedious aspects of their work. Alternatively, technology could be making work more intense, by increasing the number of tasks that can be done at a time or by reducing the frequency and duration of the gaps between active work. The analysis will pay close attention to the extent to which changes in job quality vary across different occupations providing a previously unavailable picture of worker wellbeing in a polarised labour market.
The fourth project will look at the implications of polarisation for fiscal policy. By using microsimulation methods, the research will assess the impact of expected polarisation-driven changes in labour markets on government budget and ability to redistribute through tax and benefits systems. The analysis will cover a number of EU countries and will be the first to highlight the challenges for fiscal policy arising from these structural labour market changes.
The final project investigates whether polarisation has affected the ability of low-paid workers to progress up the wage and occupational distribution in the UK. The analysis uses data on individuals from the past twenty years and provides a first empirical examination of whether the loss of middle-pay jobs increases the chances of "low-pay traps".

Planned Impact

The proposed research will advance our understanding of causes, features and implications of "job polarisation", i.e. the growth of low- and high-pay jobs accompanied by the loss of mid-pay jobs. The hollowing out of the labour market has already attracted attention well beyond the walls of academia. The expression the "shrinking middle" has entered the mainstream political discourse in many countries, and the topic has been discussed in the media, including the The Economist (2010), the BBC (Hewitt 2012),The Wall Street Journal (Paletta 2012), CNN (Osterman 2011b), the New York Times (D'Andrea Tyson 2012), the Guardian (Paul Harris 2011) and The Telegraph (Truss 2011). Job quality is one of the targets of the EU employment strategy (European Council 2000), and its policy relevance will increase further as more countries will follow the lead of France and the UK (CMEPSP 2009, ONS 2011) in placing more emphasis on measures of wellbeing broader than GDP alone (OECD 2011).

The research findings will provide important insights for policies on poverty, social mobility, skills and employment which will be of interest for at least two UK government departments, the Department of Work and Pensions (DWP) and the Department for Business, Innovation and Skills (DBIS). The relevance of this area of research for the two departments is testified by the fact that polarisation and its implications are already mentioned in some of their background research papers (DWP 2008, DBIS 2010, Crawford eta l. 2011).

The most relevant aspects for the DWP will be (i) the study of the impact of polarisation on the cost of in-work benefits, and (ii) the implications of changes in the structure and organisation of firms for employment stability and career progression.

The DBIS will certainly find my research on the effect of polarisation on occupational and wage mobility useful as well as the results on the role played by firms in determining the overall quality of jobs.

The research will also be of interest to UK non-departmental public bodies such as the Commission for Employment and Skills, which promotes practices to create "more and better jobs", and the Low Pay Commission, which focuses on the conditions of those at the very bottom of the wage distribution.

In addition, the research will be of interest to a number of non-governmental organisations which aim at influencing policies on skills, poverty, social mobility and quality of life. These include workers' organisations such as the Trades Union Congress, and foundations such as the New Economics Foundation, The Nuffield Foundation, The Work Foundation and The Joseph Rowntree Foundation.

The focus of the research will not be limited to the UK. New and unique evidence will be produced on the quality of jobs in Europe and on the expected impact of polarisation on fiscal policies across a number of European countries.

This part of the research will certainly be of interest for the European Foundation for the Improvement of Living and Working Conditions (EUROFOUND), a European Union body which contributes to the planning and design of better living and working conditions in Europe.

Finally, given the emphasis on quality of jobs within the "Agenda for new skills and jobs" of the EU "Europe 2020" strategy for "smart, sustainable and inclusive growth" (EU 2012), the proposed research will also be of interest to the European Commission and in particular to the Directorate-General for Employment, Social Affairs and Inclusion.
 
Description While previous studies have emphasised the role of technology in causing the decline in the share of middling jobs in the UK, my research casts doubts on the extent to which changes in the occupational structure over the past 30 years can be understood as being dominated by technology. In particular, the evidence suggests that the sharp increase in the share of graduates over the past twenty years has contributed significantly to the main feature of the polarisation process in that country, i.e. the substantial reallocation of employment from middling to top occupations.

The existing explanations for job polarisation emphasises the role of technology adoption by firms, but we have no evidence on how the process unfolds at the firm level. In the first study on this issue that uses workplace-level data from the UK, we find no indication of polarisation at the workplace level. In fact, the polarised changes in aggregate shares are closely linked to changes in occupational specialisation across different establishments. This has two important implications. First, polarisation has been accompanied by a substantial increase in the concentration of high-skill and low-skill occupations in workplaces specialised in the respective occupations. This is important because previous studies have shown that where you work matters for a number of outcomes, including wages. Second, it suggests that key to understanding job polarisation is understanding what drives changes in occupational specialisation at the workplace level. We find no support for the hypothesis that technology is replacing certain occupational groups at the workplace level, while there is a strong indication that the increase in specialisation in high-skill cognitive occupations is closely linked to an increase in trade between firms.

Finally, we offer the first study of changes in job tasks, technology use and job quality across different occupations using harmonised data on a large sample of employees from across the EU-15. Our results show that there is considerable heterogeneity in task use within occupations across countries which might reflect differences in technology use, organisation of work and availability of skills in the workforce. This heterogeneity means that the impact of technology on the same occupation might differ significantly across countries. As for job quality, we find evidence of a decline in job discretion and increase in job intensity across Europe, but these trends are not accounted for by technology use. We find no indication that computer use is associated with a decline in discretion in any occupational group, including low skill occupations for which there are worries that the main effect of technology could be an increase in standardisation and monitoring.
Exploitation Route There is much debate about the "future of work" and what changes in technology might entail for the quality and quantity of jobs. My results on the importance of changes in education in contributing to the shift of employment from middling to top occupations indicate that there is ample scope for policies on education and skills to influence the ultimate effect of technology on workers' outcomes. Also, my results draw attention to the role of changes in firm organisation and policies. There are already policies that intervene on employers to improve job quality (e.g. the minimum wage) and further thought must be given to strategies to ensure that increases in occupational specialisation do not lead to further differences in productivity and therefore further inequality. This set of results are of interest to policy-makers dealing with labour markets and inequality and certainly call for further research to establish the precise mechanisms at play beyond the profound changes in the distribution of employment across firms that we have documented.
Sectors Education

URL https://sites.google.com/site/econsalvatori/polarisation
 
Description Citation in speech by Andy Haldane, member of the Monetary Policy Committee of the Bank of England
Geographic Reach National 
Policy Influence Type Citation in other policy documents
URL http://www.bankofengland.co.uk/publications/Pages/speeches/2015/864.aspx
 
Description Child Poverty Unit consultation on 2014-2017 strategy 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Professional Practitioners
Results and Impact I attended a roundtable on labour market issues organised by the Child Poverty unit as part of their consultation to prepare their startegy for 2014-2017.

n/a
Year(s) Of Engagement Activity 2013
 
Description Invited discussant at the Low Pay Commission workshop, April 13th 2015 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact I discussed research plans presented by other researchers and this led to them taking my points into account when conducting their research for the Low Pay Commission.

Feedback into research conducted by other researchers for the Low Pay Commission.
Year(s) Of Engagement Activity 2015
 
Description Invited member of a panel of experts on measuring job tasks at the European Foundation for the Improvement of Living and Working Conditions (Eurofound), Dublin, December 2015 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Andrea Salvatori was a member of the expert panel on measuring job tasks at Euromod. The discussion provided feedback to Euromod on their current work and helped shaped forthcoming reports that feed into the policy debate at the EU level.
Year(s) Of Engagement Activity 2015
 
Description Invited member of a panel of experts on measuring job tasks at the European Foundation for the Improvement of Living and Working Conditions (Eurofound), Dublin, June 12th 2015 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact The activity consisted in a prolonged exchange of views and information to inform future research to be conducted by Eurofound on job tasks in Europe.

The activity led to the discussion of possible future collaborations and an expression of interest by Eurofound staff to use me as an expert for similar discussions in the future.
Year(s) Of Engagement Activity 2015
 
Description Invited participant at round table on pay and productivity organised by the Resolution FOundation in London, 15th October 2015. 
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 Andrea Salvatori was invited to participate to this round table discussion on pay and productivity in the UK during which he engage in a debate with people from government departments, think tanks, charities and research organisations.
Year(s) Of Engagement Activity 2015
 
Description Piece for TheConversation.com - Have low-skill jobs really grown more than high-skill jobs in Britain? 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact This is an article that discusses the state of that graduate market in the UK and Europe more widely in light of research carried out with co-authors.The article was published in October 2015 and has been viewed by over 1600 users as of Jan 2016.
Year(s) Of Engagement Activity 2015
URL https://theconversation.com/have-low-skill-jobs-really-grown-more-than-high-skill-jobs-in-britain-46...
 
Description Piece for Theconversation.com: We can't blame the loss of mid-level jobs purely on robots 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact My piece was widely shared on social media and read by thousands of people.

My piece was widely shared on social media and read by thousands of people. I was contacted by IZA to write a piece for them as well in the future.
Year(s) Of Engagement Activity 2015
URL https://theconversation.com/we-cant-blame-the-loss-of-mid-level-jobs-purely-on-robots-42015
 
Description Presenation of the paper "job tasks, technology and job quality in Europe" at Eurofoun - December 2015 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact I presented my research on job tasks, technology and job quality to researchers at Eurofound. This sparked a lively debate and interaction which has led to subsequent exchange of information between the European agency and my research team.
Year(s) Of Engagement Activity 2015
 
Description Presentation at ISER workshop for HMR Treasury staff 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact The talk provided new information on the evolution of job polarisation in the UK to civil servants at the Treasury. It also led to the establishment of links that are now being further pursued.

We are now considering having a second meeting with people from the Treasury to inform them about the recent developments of my research.
Year(s) Of Engagement Activity 2014
 
Description Presentation at the 2014 European Economic Association conference in Toulouse, France. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact This presentation allowed me to establish links with several researchers from different European countries. A number of researchers are working in related areas and with some of them we are now engaging in conversations that might lead to common research projects.


My talk was followed by considerable interactions with other researchers.
Year(s) Of Engagement Activity 2014
 
Description Presentation at the IBS 2015 Jobs and Technology conference - a forum between academics and international organisations (World Bank, Eurofound, OECD) 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Andrea Salvatori presented his work on job polarisation in the UK to an audience of academics and researchers from international organisations. There was a lively debate on the role of technology in driving inequality in modern labour markets and the links established during the conference have led to subsequent exchange of information and opinions.
Year(s) Of Engagement Activity 2015
URL http://ibs.org.pl/en/events/2015-ibs-jobs-conference-technology-skills-and-inequalities/
 
Description Presentation of work on job polarisation at the MiSoC Policy Advisory Group on inequality, labour market and the welfare state in London, December 2015 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact I presented the main results of my research on job polarisation to an audience including representatives of government departments (DWP, BIS), journalists (The Guardian) and other organisations ( including CIPD, IFS, Unum). The presentation sparked a debate and led to the subsequent exchange of further information.
Year(s) Of Engagement Activity 2015
 
Description Public talk at the Resolution Foundation in London, March 23rd 2015. 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Public/other audiences
Results and Impact The talked at the Resolution Foundation was attended by around 100 people and broadcast live on google hangouts. Several participants tweeted during the event, further circulating the content of my talk. The talk led to several questions being asked by members of the audience in the subsequent Q&A session and to some interaction with Twitter users as well.

After my talk, the research staff from the Resolution Foundation expressed interest in future collaborations.
Year(s) Of Engagement Activity 2015
URL https://www.iser.essex.ac.uk/2015/02/24/looking-through-the-hourglass-hollowing-out-of-the-uk-jobs-m...
 
Description Short 500 word article summarising Salvatori's research on polarisation in "Britain in 2016" 
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 Short 500 word article summarising two analyses on economic position of ethnic minorities in "Britain in 2016"
Year(s) Of Engagement Activity 2015
 
Description Workshop at HM Treasury, London - February 2015 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Mike Brewer, Mark Bryan and Andrea Salvatori talked about research being conducted at ISER which is relevant for the Treasury and some civil servants informed us about their in-house research. This generated exchanges on policy areas of interest to both ISER and the Treasury.

Links were established to continue exchanging information in the future.
Year(s) Of Engagement Activity 2015