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EC/OECD seminar, Brussels, 
27-28 November 2014 
HOW GOOD IS YOUR JOB? 
MEASURING AND ASSESSING JOB 
QUALITY
2 
• 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) 
– Need to assess labour market performance in terms of more and 
better jobs 
• 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 
– But also requires addressing many other difficult issues 
Job quality, labour market 
performance and well-being
3 
• Growing momentum with proliferation of initiatives on job quality 
and the measurement of well being 
– EC (2001), Eurofound, ILO (2012), EMCO (2013), UNECE (2014) 
(see Table 1 of the hand-out for an overview) 
– Similar trend for quest of going beyond GDP by focusing on well 
being (Stiglitz Commission, 2009; OECD How is Life?, 2011) 
• Propose a new conceptual and operational framework to measure 
and assess job quality in OECD countries 
− Focus on worker well-being building on Stiglitz et al. 
− Favour actionability over comprehensiveness 
− Improve and extend over time 
• Provide an overview of job quality across OECD countries and 
socio-economic groups 
How good is your job? 
Measuring and assessing job quality
How good is your job? 
1. A framework for measuring and 
assessing job quality
Income 
Jobs 
Housing 
Personal activities 
incl. work 
Insecurity, economic and 
physical 
Social connections and 
relationships 
Subjective well-being 
Political voice and governance 
Health Health 
Education Education 
Work-life balance 
Civic engagement 
Social relationships 
Work environment 
Personal security Labour market security 
Earnings 
Material living 
conditions 
Well-being 
OECD 
Job quality 
OECD 
Well-being 
Stiglitz, Sen & Fitoussi
6 
Assessing economic and labour 
market performance 
Labour market 
security 
Quality of the 
work environment 
Well-being 
Labour market performance 
Earnings 
quality 
Employment / 
unemployment 
Job quantity Job quality
7 
• 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
9 
• Life satisfaction increases with the level of earnings 
– Holds both 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 its distribution 
– Life satisfaction rises at a decreasing rate with earnings 
(“saturation effect”) 
– People tend to display an intrinsic dislike of high inequality in 
society (“inequality aversion”) 
Earnings and subjective well-being
10 
• At the individual level 
– Gross versus net: use gross earnings because of data constraints, 
net earnings more relevant for well-being 
– Frequency: hourly wage not affected by working time (job 
quantity ) 
• At the aggregate level 
– Make use of general means framework (Atkinson, 1970) 
– Allows giving more weight to the bottom of the distribution, 
thereby taking account of both the level and its distribution 
– Assume “moderate” degree of inequality aversion (weight of 2/3 
on 1st tercile, ¼ on 2nd tercile and remainder on 3rd decile) 
Measuring earnings quality
11 
Earnings quality across countries 
Gross hourly earnings in US dollars, PPPs, 2010
How good is your job? 
2.1 Earnings quality 
2.2 Labour market security
13 
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 
• Definition of labour market security effectively assumes that the cost 
of unemployment is limited to the associated loss of income 
Unemployment risk 
- probability of becoming unemployed 
- expected duration of unemployment 
-> measured using data on unemployment 
inflows and outflows 
Effective unemployment insurance 
- accessibility of benefits 
- their generosity and maximum duration 
- the progressivity of the tax system 
->use OECD benefit-recipiency database 
and OECD taxes-benefits models 
Expected cost of unemployment
14 
Labour market insecurity 
in OECD countries 
Share of previous earnings, 2010
15 
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.
How good is your job? 
2.1 Earnings quality 
2.2 Labour market security 
2.3 Quality of the work environment
17 
• Depends on balance between job demands which impair health 
and job resources which mitigate their effects 
• Either use EWCS for 2010 or combine EWCS with ISSP 2005 to 
expand coverage to non-European OECD countries 
Measuring quality of the working environment: 
Job demands, job resources and job strain 
Job demands 
- time pressure 
- physical health risks 
- (workplace intimidation) 
Job resources 
- work autonomy & learning 
- good relationships with colleagues 
- (good management practices) 
Index of job strain 
combination of excessive job demands & insufficient resources 
that increases risk of health impairment
18 
Quality of the working environment 
in OECD countries 
incidence of job strain, 2005
19 
Job strain and work-related health 
0 
10 
20 
30 
40 
50 
60 
Workers in strained 
jobs 
Other workers 
A. Work reporting that work impairs 
health 
0 
2 
4 
6 
8 
10 
12 
Workers in strained 
jobs 
Other workers 
B. Number of sick leave days 
(over the past year) 
0 
2 
4 
6 
8 
10 
Workers in strained 
jobs 
Other workers 
C. Workers not at all satisfied with 
working conditions 
0 
10 
20 
30 
40 
Workers in strained 
jobs 
Other workers 
D. Workers not at alll satisfied with 
work-life balance
How good is your job? 
3. A statistical portrait of job quality 
in OECD countries
21 
How does job quality compare 
across countries?
22 
How do job quality and job quantity 
relate across countries? 
Country rankings (1-32) from highest to lowest performance
23 
• 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. 
Which workers hold quality jobs?
How good is your job? 
4. Wrap up
25 
• New conceptual and operational framework to measure 
based on three broad and complementary dimensions 
• Allows for more comprehensive assessment of labour 
market performance and the role of policies and institutions 
– Fuller assessment effects of policies and institutions 
– Reinforce attention to certain areas in debate on labour market 
performance (e.g. preventive health systems) 
• Actual implementation and measurement flexible and can 
be adapted to one’s preferences or the specific context 
Concluding remarks
26 
• 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 
Thank you!

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“Job Quality, Labour Market Performance and Well-Being”_Hijzen

  • 1. EC/OECD seminar, Brussels, 27-28 November 2014 HOW GOOD IS YOUR JOB? MEASURING AND ASSESSING JOB QUALITY
  • 2. 2 • 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) – Need to assess labour market performance in terms of more and better jobs • 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 – But also requires addressing many other difficult issues Job quality, labour market performance and well-being
  • 3. 3 • Growing momentum with proliferation of initiatives on job quality and the measurement of well being – EC (2001), Eurofound, ILO (2012), EMCO (2013), UNECE (2014) (see Table 1 of the hand-out for an overview) – Similar trend for quest of going beyond GDP by focusing on well being (Stiglitz Commission, 2009; OECD How is Life?, 2011) • Propose a new conceptual and operational framework to measure and assess job quality in OECD countries − Focus on worker well-being building on Stiglitz et al. − Favour actionability over comprehensiveness − Improve and extend over time • Provide an overview of job quality across OECD countries and socio-economic groups How good is your job? Measuring and assessing job quality
  • 4. How good is your job? 1. A framework for measuring and assessing job quality
  • 5. Income Jobs Housing Personal activities incl. work Insecurity, economic and physical Social connections and relationships Subjective well-being Political voice and governance Health Health Education Education Work-life balance Civic engagement Social relationships Work environment Personal security Labour market security Earnings Material living conditions Well-being OECD Job quality OECD Well-being Stiglitz, Sen & Fitoussi
  • 6. 6 Assessing economic and labour market performance Labour market security Quality of the work environment Well-being Labour market performance Earnings quality Employment / unemployment Job quantity Job quality
  • 7. 7 • 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
  • 8. How good is your job? 2.1 Earnings quality
  • 9. 9 • Life satisfaction increases with the level of earnings – Holds both 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 its distribution – Life satisfaction rises at a decreasing rate with earnings (“saturation effect”) – People tend to display an intrinsic dislike of high inequality in society (“inequality aversion”) Earnings and subjective well-being
  • 10. 10 • At the individual level – Gross versus net: use gross earnings because of data constraints, net earnings more relevant for well-being – Frequency: hourly wage not affected by working time (job quantity ) • At the aggregate level – Make use of general means framework (Atkinson, 1970) – Allows giving more weight to the bottom of the distribution, thereby taking account of both the level and its distribution – Assume “moderate” degree of inequality aversion (weight of 2/3 on 1st tercile, ¼ on 2nd tercile and remainder on 3rd decile) Measuring earnings quality
  • 11. 11 Earnings quality across countries Gross hourly earnings in US dollars, PPPs, 2010
  • 12. How good is your job? 2.1 Earnings quality 2.2 Labour market security
  • 13. 13 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 • Definition of labour market security effectively assumes that the cost of unemployment is limited to the associated loss of income Unemployment risk - probability of becoming unemployed - expected duration of unemployment -> measured using data on unemployment inflows and outflows Effective unemployment insurance - accessibility of benefits - their generosity and maximum duration - the progressivity of the tax system ->use OECD benefit-recipiency database and OECD taxes-benefits models Expected cost of unemployment
  • 14. 14 Labour market insecurity in OECD countries Share of previous earnings, 2010
  • 15. 15 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.
  • 16. How good is your job? 2.1 Earnings quality 2.2 Labour market security 2.3 Quality of the work environment
  • 17. 17 • Depends on balance between job demands which impair health and job resources which mitigate their effects • Either use EWCS for 2010 or combine EWCS with ISSP 2005 to expand coverage to non-European OECD countries Measuring quality of the working environment: Job demands, job resources and job strain Job demands - time pressure - physical health risks - (workplace intimidation) Job resources - work autonomy & learning - good relationships with colleagues - (good management practices) Index of job strain combination of excessive job demands & insufficient resources that increases risk of health impairment
  • 18. 18 Quality of the working environment in OECD countries incidence of job strain, 2005
  • 19. 19 Job strain and work-related health 0 10 20 30 40 50 60 Workers in strained jobs Other workers A. Work reporting that work impairs health 0 2 4 6 8 10 12 Workers in strained jobs Other workers B. Number of sick leave days (over the past year) 0 2 4 6 8 10 Workers in strained jobs Other workers C. Workers not at all satisfied with working conditions 0 10 20 30 40 Workers in strained jobs Other workers D. Workers not at alll satisfied with work-life balance
  • 20. How good is your job? 3. A statistical portrait of job quality in OECD countries
  • 21. 21 How does job quality compare across countries?
  • 22. 22 How do job quality and job quantity relate across countries? Country rankings (1-32) from highest to lowest performance
  • 23. 23 • 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. Which workers hold quality jobs?
  • 24. How good is your job? 4. Wrap up
  • 25. 25 • New conceptual and operational framework to measure based on three broad and complementary dimensions • Allows for more comprehensive assessment of labour market performance and the role of policies and institutions – Fuller assessment effects of policies and institutions – Reinforce attention to certain areas in debate on labour market performance (e.g. preventive health systems) • Actual implementation and measurement flexible and can be adapted to one’s preferences or the specific context Concluding remarks
  • 26. 26 • 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 Thank you!