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New Approaches to Economic Challenges 
HOW GOOD IS YOUR JOB? 
MEASURING AND ASSESSING JOB 
QUALITY 
Sandrine Cazes 
OECD Statistics Directorate (STD) 
Seminar, 19 September 2014 
Alexander Hijzen 
OECD Directorate for Employment, Labour and Social Affairs (ELS) 
Anne Saint-Martin 
OECD Directorate for Employment, Labour and Social Affairs (ELS)
2/30 
Assessing job quality 
(NAEC Project B2) 
• “Jobs, inequality and wages: The role of non-standard 
work” (ELS, presented in NAEC Seminar in 
February 2014): 
− Looks at the drivers of labour market inequalities and how 
those translated into earnings and income inequalities. 
− Follow-up to the inequality work documented in Divided 
we Stand (OECD 2011) 
• “Job Quality, Labour Market Performance and Well- 
Being” (ELS and STD, the focus of today’s seminar) 
− First major output “How is your job?” was published in 
Employment Outlook 2014
3 
Background and motivation 
• Why does job quality matter? 
– A key element of individual well-being (i.e. an end in its own right) 
– Determines labour force participation, worker commitment and 
productivity (i.e. a means to greater economic performance) 
• Despite the importance of job quality, it has received limited attention 
in the international policy debate 
– Assessment of policies and institutions has tended to focus on their 
impact on job quantity (e.g. Reassessed Jobs Strategy, Europe 2020) 
– Giving more attention to job quality would allow for a more 
comprehensive assessment of the role of policies and institutions 
• A major obstacle to giving more prominence to job quality has been the 
difficulties of defining and measuring it 
– Multi-dimensional nature of job quality 
– Comparability of job quality indicators over time, across countries 
and population groups
4 
OECD project on job quality, labour 
market performance and well-being 
• The aim of the project is to bring job quality to the forefront of the 
policy debate on economic performance 
– By allowing labour market performance to be assessed in terms of more 
and better jobs 
– Part of quest to go beyond GDP by focusing on well being (OECD How is 
life?) 
• Seeks to achieve this through a number of different outputs 
– Analytical work on job quality 
– Job quality indicators based on existing data 
– Guidelines for the collection of relevant and comparable information on 
job quality (e.g. module that NSOs could include in their surveys) 
• Collaboration between the Directorate of Employment and Labour 
Social Affairs and Statistics Directorate of the OECD 
– Two-year undertaking, from October 2013 , with further follow-up work 
planned for PoW 2015-2016
5 
How good is your job? 
Measuring and assessing job quality 
• Propose a new conceptual and operational framework to 
measure and assess job quality 
• Not just a disparate set of statistics nor all-encompassing (e.g. 
UNECE, ILO) 
• Allow assessment of labour market and economic performance 
through emphasis on worker well-being 
• Provide an overview of job quality across OECD 
countries and socio-economic groups 
• NB: Focus on OECD countries… for the moment
How good is your job? 
1. A framework for measuring and 
assessing job quality
7 
Defining the main dimensions 
of job quality 
• Job quality refers to those aspects of employment that contribute to 
worker well-being  inherently multi-dimensional construct 
• Drawing on the literature on well-being, 3 key and complementary 
dimensions of job quality are identified: 
1. Earnings quality 
2. Labour market security 
3. Quality of the working environment 
• Should be considered jointly with job quantity to assess labour 
market performance and the role policies and institutions
8 
• Focus on outcomes experienced by workers 
– Consistent with well-being perspective 
– Allows evaluating the role of policies and institutions 
• Concentrate on individual workers 
– To take account of the distribution of job quality outcomes 
– Allows assessing to what extent poor outcomes on one 
dimensions are associated with poor outcomes on another 
• Favours objective features of job quality 
– Ensures better comparability of outcomes across countries and 
time 
Principles for the 
measurement of job quality
How good is your job? 
2.1 Earnings quality
10 
Measuring earnings quality: 
Average earnings and its distribution 
• At the individual level 
– Gross versus net earnings 
– Hourly or other frequency 
• At the aggregate level 
– How much emphasis should be given to distribution? 
– Can we construct a single indicators that takes account of both 
average earnings and its distribution?
11 
Earnings quality should take account of 
both average earnings and its distribution 
• Level of earnings and life satisfaction are positively 
correlated across countries as well as between persons 
within countries 
• For a given level of average earnings, overall well-being 
tends to be higher the more equal is its distribution 
– Life satisfaction rises at a decreasing rate with earnings 
– People tend to display an intrinsic dislike of high inequality in 
society (inequality aversion)
12 
Measuring earnings quality in terms of 
average earnings and its distribution 
• Generate aggregate index using general means framework with 
inequality aversion (Atkinson, 1970) 
• Assume “moderate” degree of inequality aversion (weight of 2/3 on 
1st tercile, ¼ on 2nd tercile and remainder on 3rd decile)
How good is your job? 
2.1 Earnings quality 
2.2 Labour market security
14 
Measuring labour market security: 
Unemployment risk and insurance 
• Existing frameworks typically focus on job security using indirect 
proxies such as incidence of temporary or short-tenured workers 
• Focus on expected cost of unemployment 
– Unemployment risk 
• probability of becoming unemployed 
• expected duration of unemployment – 
-> measured using data on unemployment inflows and outflows 
– Insurance against risk of unemployment 
• accessibility of benefits 
• their generosity and maximum duration 
• the progressivity of the tax system 
-> coverage rate times the average net replacement rate of unemployment 
insurance and assistance 
• Definition of labour market security effectively assumes that the 
cost of unemployment is limited to the associated loss of income
15 
Labour market insecurity 
in OECD countries 
Share of previous earnings, 2010 
Source: OECD calculations based on the OECD Unemployment Duration database, OECD Benefit 
Recipients database and OECD Taxes and Benefits database.
16 
Unemployment risk and insurance have 
important implications for well being 
Estimated effects of unemployment risk on life satisfaction and the 
compensating effects of effective unemployment insurance. 
Source: OECD calculations based on the European Union Statistics on Income and Living 
Conditions and the European Social Survey.
How good is your job? 
2.1 Earnings quality 
2.2 Labour market security 
2.3 Quality of the work environment
18 
Measuring quality of the working environment: 
Job demands, job resources and job strain 
• Depends on the balance between job demands which tend to 
impair health and job resources which tend to mitigate the effects 
of demands 
• Job demands 
– time pressure 
– physical health risks 
– (workplace intimidation) 
• Job strain: combination of excessive job demands and 
insufficient resources that is likely to cause health impairment 
– Construct measures for each JD and JR and relate them to health outcomes 
– Define job strain in terms of combination of JD and JR associated with poor 
health at individual level 
– Use EWCS for core analysis or combination of EWCS /ISSP to extend 
country coverage 
• Job resources 
– work autonomy & learning 
– good relationships with colleagues 
– (good management practices )
19 
Quality of the working environment 
in OECD countries 
Source: 4th European Working Conditions Survey, Eurofound , and International Social Survey 
Programme – Work Orientations Module
20 
Job strain and work-related health 
Source: 5th European Working Conditions Survey, Eurofound (2010).
How good is your job? 
3. A statistical portrait of job quality 
in OECD countries
22 
How does job quality compare 
across countries?
23 
How does labour market performance 
compare across countries?
24 
Which workers hold quality jobs? 
• Youth and low-skilled not only tend to have relatively low employment 
rates but also weak job quality outcomes 
– Education is positively associated with job quality in all three dimensions. 
– Age is associated with higher earnings quality and better QWE. Labour market 
security is highest for prime-age workers (30-49). 
– Women have lower earnings, but have otherwise similar outcomes to men. 
• Non-standard work tends to be associated with weaker job quality 
outcomes but not necessarily all 
– Temporary work is not only negatively associated with earnings quality and 
labour market security but also with QWE. 
– Part-time work is associated with lower earnings quality (in terms of hourly 
wages) and labour market security, while QWE tends to be higher.
How good is your job? 
4. Wrap up
26 
Concluding remarks 
• New conceptual and operational framework to measure and assess 
job quality across countries and socio-economic groups 
Dimensions 
Main labour market and 
social policies 
Earnings quality 
Growth-enhancing policies 
Education policies 
Wage-setting institutions 
Labour market security 
Employment protection legislation 
Tax and benefit systems 
Active labour market policies 
Quality of the working environment 
Regulations for working time and occupational 
health and safety 
Occupational health care services 
Vocational training 
• Actual implementation and measurement flexible and can be 
adapted to one’s preferences or the specific context
27 
Analytical work ahead 
• Move towards a more dynamic perspective that places 
more emphasis on the prospects for career advancement 
provided by jobs 
• Extend the analysis of job quality to emerging economies 
• Assess labour market performance in terms of the 
quantity and quality of jobs and the role of policies and 
institutions
28 
Ambitious statistical agenda 
• Inventory for Job quality 
– identify data sources as well as data gaps 
– document key insights on job quality 
• OECD database on job quality 
– to become available via OECD.Stat 
– with information by country and eventually also by socio-economic 
group 
– gradually extend country coverage to non-OECD members 
• OECD guidelines on the measurement of Job Quality 
– possibly including a new questionnaire that countries could 
implement as ad hoc module in their Labour Force Survey
29 
Thank you! 
• For further information on OECD work on job quality 
please contact: 
– Sandrine Cazes (STD): sandrine.cazes@oecd.org 
– Alexander Hijzen (ELS): alexander.hijzen@oecd.org 
– Anne Saint-Martin (ELS): anne.saintmartin@oecd.org

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2014_09_19_NAEC Seminar_How good is your job

  • 1. New Approaches to Economic Challenges HOW GOOD IS YOUR JOB? MEASURING AND ASSESSING JOB QUALITY Sandrine Cazes OECD Statistics Directorate (STD) Seminar, 19 September 2014 Alexander Hijzen OECD Directorate for Employment, Labour and Social Affairs (ELS) Anne Saint-Martin OECD Directorate for Employment, Labour and Social Affairs (ELS)
  • 2. 2/30 Assessing job quality (NAEC Project B2) • “Jobs, inequality and wages: The role of non-standard work” (ELS, presented in NAEC Seminar in February 2014): − Looks at the drivers of labour market inequalities and how those translated into earnings and income inequalities. − Follow-up to the inequality work documented in Divided we Stand (OECD 2011) • “Job Quality, Labour Market Performance and Well- Being” (ELS and STD, the focus of today’s seminar) − First major output “How is your job?” was published in Employment Outlook 2014
  • 3. 3 Background and motivation • Why does job quality matter? – A key element of individual well-being (i.e. an end in its own right) – Determines labour force participation, worker commitment and productivity (i.e. a means to greater economic performance) • Despite the importance of job quality, it has received limited attention in the international policy debate – Assessment of policies and institutions has tended to focus on their impact on job quantity (e.g. Reassessed Jobs Strategy, Europe 2020) – Giving more attention to job quality would allow for a more comprehensive assessment of the role of policies and institutions • A major obstacle to giving more prominence to job quality has been the difficulties of defining and measuring it – Multi-dimensional nature of job quality – Comparability of job quality indicators over time, across countries and population groups
  • 4. 4 OECD project on job quality, labour market performance and well-being • The aim of the project is to bring job quality to the forefront of the policy debate on economic performance – By allowing labour market performance to be assessed in terms of more and better jobs – Part of quest to go beyond GDP by focusing on well being (OECD How is life?) • Seeks to achieve this through a number of different outputs – Analytical work on job quality – Job quality indicators based on existing data – Guidelines for the collection of relevant and comparable information on job quality (e.g. module that NSOs could include in their surveys) • Collaboration between the Directorate of Employment and Labour Social Affairs and Statistics Directorate of the OECD – Two-year undertaking, from October 2013 , with further follow-up work planned for PoW 2015-2016
  • 5. 5 How good is your job? Measuring and assessing job quality • Propose a new conceptual and operational framework to measure and assess job quality • Not just a disparate set of statistics nor all-encompassing (e.g. UNECE, ILO) • Allow assessment of labour market and economic performance through emphasis on worker well-being • Provide an overview of job quality across OECD countries and socio-economic groups • NB: Focus on OECD countries… for the moment
  • 6. How good is your job? 1. A framework for measuring and assessing job quality
  • 7. 7 Defining the main dimensions of job quality • Job quality refers to those aspects of employment that contribute to worker well-being  inherently multi-dimensional construct • Drawing on the literature on well-being, 3 key and complementary dimensions of job quality are identified: 1. Earnings quality 2. Labour market security 3. Quality of the working environment • Should be considered jointly with job quantity to assess labour market performance and the role policies and institutions
  • 8. 8 • Focus on outcomes experienced by workers – Consistent with well-being perspective – Allows evaluating the role of policies and institutions • Concentrate on individual workers – To take account of the distribution of job quality outcomes – Allows assessing to what extent poor outcomes on one dimensions are associated with poor outcomes on another • Favours objective features of job quality – Ensures better comparability of outcomes across countries and time Principles for the measurement of job quality
  • 9. How good is your job? 2.1 Earnings quality
  • 10. 10 Measuring earnings quality: Average earnings and its distribution • At the individual level – Gross versus net earnings – Hourly or other frequency • At the aggregate level – How much emphasis should be given to distribution? – Can we construct a single indicators that takes account of both average earnings and its distribution?
  • 11. 11 Earnings quality should take account of both average earnings and its distribution • Level of earnings and life satisfaction are positively correlated across countries as well as between persons within countries • For a given level of average earnings, overall well-being tends to be higher the more equal is its distribution – Life satisfaction rises at a decreasing rate with earnings – People tend to display an intrinsic dislike of high inequality in society (inequality aversion)
  • 12. 12 Measuring earnings quality in terms of average earnings and its distribution • Generate aggregate index using general means framework with inequality aversion (Atkinson, 1970) • Assume “moderate” degree of inequality aversion (weight of 2/3 on 1st tercile, ¼ on 2nd tercile and remainder on 3rd decile)
  • 13. How good is your job? 2.1 Earnings quality 2.2 Labour market security
  • 14. 14 Measuring labour market security: Unemployment risk and insurance • Existing frameworks typically focus on job security using indirect proxies such as incidence of temporary or short-tenured workers • Focus on expected cost of unemployment – Unemployment risk • probability of becoming unemployed • expected duration of unemployment – -> measured using data on unemployment inflows and outflows – Insurance against risk of unemployment • accessibility of benefits • their generosity and maximum duration • the progressivity of the tax system -> coverage rate times the average net replacement rate of unemployment insurance and assistance • Definition of labour market security effectively assumes that the cost of unemployment is limited to the associated loss of income
  • 15. 15 Labour market insecurity in OECD countries Share of previous earnings, 2010 Source: OECD calculations based on the OECD Unemployment Duration database, OECD Benefit Recipients database and OECD Taxes and Benefits database.
  • 16. 16 Unemployment risk and insurance have important implications for well being Estimated effects of unemployment risk on life satisfaction and the compensating effects of effective unemployment insurance. Source: OECD calculations based on the European Union Statistics on Income and Living Conditions and the European Social Survey.
  • 17. How good is your job? 2.1 Earnings quality 2.2 Labour market security 2.3 Quality of the work environment
  • 18. 18 Measuring quality of the working environment: Job demands, job resources and job strain • Depends on the balance between job demands which tend to impair health and job resources which tend to mitigate the effects of demands • Job demands – time pressure – physical health risks – (workplace intimidation) • Job strain: combination of excessive job demands and insufficient resources that is likely to cause health impairment – Construct measures for each JD and JR and relate them to health outcomes – Define job strain in terms of combination of JD and JR associated with poor health at individual level – Use EWCS for core analysis or combination of EWCS /ISSP to extend country coverage • Job resources – work autonomy & learning – good relationships with colleagues – (good management practices )
  • 19. 19 Quality of the working environment in OECD countries Source: 4th European Working Conditions Survey, Eurofound , and International Social Survey Programme – Work Orientations Module
  • 20. 20 Job strain and work-related health Source: 5th European Working Conditions Survey, Eurofound (2010).
  • 21. How good is your job? 3. A statistical portrait of job quality in OECD countries
  • 22. 22 How does job quality compare across countries?
  • 23. 23 How does labour market performance compare across countries?
  • 24. 24 Which workers hold quality jobs? • Youth and low-skilled not only tend to have relatively low employment rates but also weak job quality outcomes – Education is positively associated with job quality in all three dimensions. – Age is associated with higher earnings quality and better QWE. Labour market security is highest for prime-age workers (30-49). – Women have lower earnings, but have otherwise similar outcomes to men. • Non-standard work tends to be associated with weaker job quality outcomes but not necessarily all – Temporary work is not only negatively associated with earnings quality and labour market security but also with QWE. – Part-time work is associated with lower earnings quality (in terms of hourly wages) and labour market security, while QWE tends to be higher.
  • 25. How good is your job? 4. Wrap up
  • 26. 26 Concluding remarks • New conceptual and operational framework to measure and assess job quality across countries and socio-economic groups Dimensions Main labour market and social policies Earnings quality Growth-enhancing policies Education policies Wage-setting institutions Labour market security Employment protection legislation Tax and benefit systems Active labour market policies Quality of the working environment Regulations for working time and occupational health and safety Occupational health care services Vocational training • Actual implementation and measurement flexible and can be adapted to one’s preferences or the specific context
  • 27. 27 Analytical work ahead • Move towards a more dynamic perspective that places more emphasis on the prospects for career advancement provided by jobs • Extend the analysis of job quality to emerging economies • Assess labour market performance in terms of the quantity and quality of jobs and the role of policies and institutions
  • 28. 28 Ambitious statistical agenda • Inventory for Job quality – identify data sources as well as data gaps – document key insights on job quality • OECD database on job quality – to become available via OECD.Stat – with information by country and eventually also by socio-economic group – gradually extend country coverage to non-OECD members • OECD guidelines on the measurement of Job Quality – possibly including a new questionnaire that countries could implement as ad hoc module in their Labour Force Survey
  • 29. 29 Thank you! • For further information on OECD work on job quality please contact: – Sandrine Cazes (STD): sandrine.cazes@oecd.org – Alexander Hijzen (ELS): alexander.hijzen@oecd.org – Anne Saint-Martin (ELS): anne.saintmartin@oecd.org