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Beyond Wage Gap, Towards Job Quality Gap: The Role of Inter-Group Differences in Wages, Non-Wage Job Dimensions, and Preferences

Author

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  • Marko Ledić

    (University of Zagreb)

  • Ivica Rubil

    (The Institute of Economics, Zagreb)

Abstract

Wage is not the only thing people care about when assessing the quality of their jobs. Non-wage job dimensions, such as autonomy at work and work-life balance, are important as well. Nevertheless, there is vast literature comparing groups of employed people that focuses on the inter-group wage gaps only. We go beyond the wage gap by proposing a framework for analysing inter-group gaps in multidimensional job quality. Job quality is measured by the so-called equivalent wage, a measure combining wage and multiple non-wage job dimensions in accordance with preferences over jobs as combinations of job dimensions. We derive a decomposition of the inter-group equivalent wage gap into three components: (1) the standard wage gap, (2) the gap in non-wage dimensions, and (3) inter-group preference heterogeneity. In an illustrative empirical application, we focus on the gender gap for recent university graduates using survey data from 19 countries. Men’s equivalent wages are substantially higher than women’s, and the equivalent wage gaps are significantly larger than the wage gaps. This is because the non-wage job dimensions are on average to men's advantage, and the preference heterogeneity is such that men care about the non-wage dimensions less than women do, and thus suffer less from having the non-wage dimensions at levels below the perfect level. This type of decompositions broadens information about labour market inequalities available to policy makers, but it is up to them to decide which of the three components of the equivalent wage gap are normatively relevant for them and whether they should aim to eliminate them.

Suggested Citation

  • Marko Ledić & Ivica Rubil, 2021. "Beyond Wage Gap, Towards Job Quality Gap: The Role of Inter-Group Differences in Wages, Non-Wage Job Dimensions, and Preferences," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(2), pages 523-561, June.
  • Handle: RePEc:spr:soinre:v:155:y:2021:i:2:d:10.1007_s11205-021-02612-y
    DOI: 10.1007/s11205-021-02612-y
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    1. DECANCQ, Koen & SCHOKKAERT, Eric & ZULUAGA, Bianca, 2016. "Implementing the Capability Approach with Respect for Individual Valuations : An Illustration with Colombian Data," LIDAM Discussion Papers CORE 2016036, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    2. Samuelson, Paul A & Swamy, S, 1974. "Invariant Economic Index Numbers and Canonical Duality: Survey and Synthesis," American Economic Review, American Economic Association, vol. 64(4), pages 566-593, September.
    3. Akay, Alpaslan & Bargain, Olivier & Jara, Xavier, 2017. "Back to Bentham, Should We? Large-Scale Comparison of Experienced versus Decision Utility," IZA Discussion Papers 10907, Institute of Labor Economics (IZA).
    4. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    5. Koen Decancq & Marc Fleurbaey & Erik Schokkaert, 2017. "Wellbeing Inequality and Preference Heterogeneity," Economica, London School of Economics and Political Science, vol. 84(334), pages 210-238, April.
    6. Koen Decancq & Marc Fleurbaey & Erik Schokkaert, 2015. "Happiness, Equivalent Incomes and Respect for Individual Preferences," Economica, London School of Economics and Political Science, vol. 82, pages 1082-1106, December.
    7. Marc Fleurbaey, 2015. "Beyond Income and Wealth," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(2), pages 199-219, June.
    8. Alpaslan Akay & Olivier Bargain & H. Xavier Jara, 2020. "‘Fair’ welfare comparisons with heterogeneous tastes: subjective versus revealed preferences," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 55(1), pages 51-84, June.
    9. B. Douglas Bernheim, 2009. "Behavioral Welfare Economics," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 267-319, 04-05.
    10. Erik Schokkaert & Luc Van Ootegem & Elsy Verhofstadt, 2011. "Preferences and Subjective Satisfaction: Measuring Well-being on the Job for Policy Evaluation," CESifo Economic Studies, CESifo, vol. 57(4), pages 683-714, December.
    11. StÈphane Bonhomme & GrÈgory Jolivet, 2009. "The pervasive absence of compensating differentials," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 763-795.
    12. Adler, Matthew D. & Dolan, Paul & Kavetsos, Georgios, 2017. "Would you choose to be happy? Tradeoffs between happiness and the other dimensions of life in a large population survey," Journal of Economic Behavior & Organization, Elsevier, vol. 139(C), pages 60-73.
    13. Joseph Stiglitz & Jean-Paul Fitoussi & Martine Durand, 2018. "For Good Measure," SciencePo Working papers Main hal-03393118, HAL.
    14. Marianne Bertrand & Claudia Goldin & Lawrence F. Katz, 2010. "Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 228-255, July.
    15. Ida Petrillo, 2018. "Computation of Equivalent Incomes and Social Welfare for EU and Non-EU Countries," CESifo Economic Studies, CESifo, vol. 64(3), pages 396-425.
    16. John E. Roemer & Alain Trannoy, 2016. "Equality of Opportunity: Theory and Measurement," Journal of Economic Literature, American Economic Association, vol. 54(4), pages 1288-1332, December.
    17. Doris Weichselbaumer & Rudolf Winter‐Ebmer, 2005. "A Meta‐Analysis of the International Gender Wage Gap," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 479-511, July.
    18. Aldashev Alisher & Gernandt Johannes & Thomsen Stephan L., 2012. "The Immigrant-Native Wage Gap in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 232(5), pages 490-517, October.
    19. Francis Green & Tarek Mostafa & Agnès Parent-Thirion & Greet Vermeylen & Gijs van Houten & Isabella Biletta & Maija Lyly-Yrjanainen, 2013. "Is Job Quality Becoming More Unequal?," ILR Review, Cornell University, ILR School, vol. 66(4), pages 753-784, July.
    20. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    21. H. Xavier Jara & Erik Schokkaert, 2017. "Putting measures of individual well-being to use for ex-ante policy evaluation," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 15(4), pages 421-440, December.
    22. Marc Fleurbaey & Stéphane Luchini & Christophe Muller & Erik Schokkaert, 2013. "Equivalent Income And Fair Evaluation Of Health Care," Health Economics, John Wiley & Sons, Ltd., vol. 22(6), pages 711-729, June.
    23. Olivier Bargain & André Decoster & Mathias Dolls & Dirk Neumann & Andreas Peichl & Sebastian Siegloch, 2013. "Welfare, labor supply and heterogeneous preferences: evidence for Europe and the US," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 41(4), pages 789-817, October.
    24. repec:hal:spmain:info:hdl:2441/3gpul0a2209cuatfpgqv8qt14j is not listed on IDEAS
    25. Daniel J. Benjamin & Ori Heffetz & Miles S. Kimball & Alex Rees-Jones, 2012. "What Do You Think Would Make You Happier? What Do You Think You Would Choose?," American Economic Review, American Economic Association, vol. 102(5), pages 2083-2110, August.
    26. Claudia Olivetti & Barbara Petrongolo, 2008. "Unequal Pay or Unequal Employment? A Cross-Country Analysis of Gender Gaps," Journal of Labor Economics, University of Chicago Press, vol. 26(4), pages 621-654, October.
    27. Louis Christofides & Maria Michael, 2013. "Exploring the public-private sector wage gap in European countries," IZA Journal of European Labor Studies, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 2(1), pages 1-53, December.
    28. Layard, R. & Mayraz, G. & Nickell, S., 2008. "The marginal utility of income," Journal of Public Economics, Elsevier, vol. 92(8-9), pages 1846-1857, August.
    29. Sen, Amartya, 2011. "Chapter Fourteen - The Informational Basis of Social Choiceprotect," Handbook of Social Choice and Welfare, in: K. J. Arrow & A. K. Sen & K. Suzumura (ed.), Handbook of Social Choice and Welfare, edition 1, volume 2, chapter 14, pages 29-46, Elsevier.
    30. Bruno S. Frey & Simon Luechinger & Alois Stutzer, 2010. "The Life Satisfaction Approach to Environmental Valuation," Annual Review of Resource Economics, Annual Reviews, vol. 2(1), pages 139-160, October.
    31. Priscillia Hunt, 2012. "From the bottom to the top: a more complete picture of the immigrant-native wage gap in Britain," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-18, December.
    32. B. Douglas Bernheim & Antonio Rangel, 2009. "Beyond Revealed Preference: Choice-Theoretic Foundations for Behavioral Welfare Economics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 51-104.
    33. Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, vol. 61(3), pages 359-381, September.
    34. Anne-Laure Samson & Erik Schokkaert & Clémence Thebaut & Brigitte Dormont & Marc Fleurbaey & Stephane Luchini & Carine Van de voorde, 2018. "Fairness in cost-benefit analysis: A methodology for health technology assessment," Post-Print hal-01897068, HAL.
    35. Sandrine Cazes & Alexander Hijzen & Anne Saint-Martin, 2015. "Measuring and Assessing Job Quality: The OECD Job Quality Framework," OECD Social, Employment and Migration Working Papers 174, OECD Publishing.
    36. John Creedy & Guyonne Kalb, 2005. "Discrete Hours Labour Supply Modelling: Specification, Estimation and Simulation," Journal of Economic Surveys, Wiley Blackwell, vol. 19(5), pages 697-734, December.
    37. Fleurbaey, Marc, 2012. "Fairness, Responsibility, and Welfare," OUP Catalogue, Oxford University Press, number 9780199653591.
    38. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    39. Brahim Boudarbat & Marie Connolly, 2013. "The gender wage gap among recent post‐secondary graduates in Canada: a distributional approach," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(3), pages 1037-1065, August.
    40. K. J. Arrow & A. K. Sen & K. Suzumura (ed.), 2011. "Handbook of Social Choice and Welfare," Handbook of Social Choice and Welfare, Elsevier, edition 1, volume 2, number 2.
    41. Xavier Ramos & Dirk gaer, 2016. "Approaches To Inequality Of Opportunity: Principles, Measures And Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 30(5), pages 855-883, December.
    42. Claudio Lucifora & Dominique Meurs, 2006. "The Public Sector Pay Gap In France, Great Britain And Italy," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(1), pages 43-59, March.
    43. André Decoster & Peter Haan, 2015. "Empirical welfare analysis with preference heterogeneity," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 22(2), pages 224-251, April.
    44. Bart Defloor & Elsy Verhofstadt & Luc Van Ootegem, 2017. "The Influence of Preference Information on Equivalent Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(2), pages 489-507, March.
    45. Koen Decancq & Erik Schokkaert, 2016. "Beyond GDP: Using Equivalent Incomes to Measure Well-Being in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 21-55, March.
    46. Kevin Purse, 2004. "Work-related fatality risks and neoclassical compensating wage differentials," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 28(4), pages 597-617, July.
    47. repec:adr:anecst:y:2001:i:63-64:p:03 is not listed on IDEAS
    48. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    49. Marc Fleurbaey, 2005. "Health, Wealth, and Fairness," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 7(2), pages 253-284, May.
    50. Daniel J. Zizzo & Andrew J. Oswald, 2001. "Are People Willing to Pay to Reduce Others'Incomes?," Annals of Economics and Statistics, GENES, issue 63-64, pages 39-65.
    51. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    52. Marko Ledić & Ivica Rubil, 2019. "Decomposing the Difference Between Well-Being Inequality and Income Inequality: Method and Application," Research on Economic Inequality, in: What Drives Inequality?, volume 27, pages 105-122, Emerald Group Publishing Limited.
    53. Fernández, Rosa M. & Nordman, Christophe J., 2009. "Are there pecuniary compensations for working conditions?," Labour Economics, Elsevier, vol. 16(2), pages 194-207, April.
    54. Daniel J. Benjamin & Ori Heffetz & Miles S. Kimball & Alex Rees-Jones, 2014. "Can Marginal Rates of Substitution Be Inferred from Happiness Data? Evidence from Residency Choices," American Economic Review, American Economic Association, vol. 104(11), pages 3498-3528, November.
    55. Daniel Gerszon Mahler & Xavier Ramos, 2019. "Equality of Opportunity in Four Measures of Well‐Being," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 65(S1), pages 228-255, November.
    56. Anne‐Laure Samson & Erik Schokkaert & Clémence Thébaut & Brigitte Dormont & Marc Fleurbaey & Stéphane Luchini & Carine Van de Voorde, 2018. "Fairness in cost‐benefit analysis: A methodology for health technology assessment," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 102-114, January.
    57. Ose, Solveig Osborg, 2005. "Working conditions, compensation and absenteeism," Journal of Health Economics, Elsevier, vol. 24(1), pages 161-188, January.
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