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A New Measure of Wage Risk: Occupation-Specific Evidence for Germany

Author

Listed:
  • Helmut Herwartz

    (Georg-August-University)

  • David Rodriguez-Justicia

    (Universitat de Girona)

  • Bernd Theilen

    (Universitat Rovira i Virgili)

Abstract

This study proposes a new measure of wage risk based on estimated probabilities to earn an hourly wage that is below some specific lower quantile of the wage distribution. Using the German SOEP as an information rich data base, we determine wage risks overall and for nine job categories during the period from 1992 until 2015. We find that the low-wage workers in Germany are worse off after the Hartz reforms. In Western Germany this evidence stems from both a reduction of low wages and an increase of wage risk. In Eastern Germany, it is largely due to increased wage risk. Moreover, overall evidence hides important developments at the occupational level.

Suggested Citation

  • Helmut Herwartz & David Rodriguez-Justicia & Bernd Theilen, 2022. "A New Measure of Wage Risk: Occupation-Specific Evidence for Germany," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(3), pages 1427-1462, December.
    • Handle: RePEc:spr:soinre:v:164:y:2022:i:3:d:10.1007_s11205-022-02995-6
    DOI: 10.1007/s11205-022-02995-6
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    1. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    2. Gernandt Johannes & Pfeiffer Friedhelm, 2007. "Rising Wage Inequality in Germany," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 227(4), pages 358-380, August.
    3. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    4. Michael Baker & Gary Solon, 2003. "Earnings Dynamics and Inequality among Canadian Men, 1976-1992: Evidence from Longitudinal Income Tax Records," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 267-288, April.
    5. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    6. Krause, Michael U. & Uhlig, Harald, 2012. "Transitions in the German labor market: Structure and crisis," Journal of Monetary Economics, Elsevier, vol. 59(1), pages 64-79.
    7. Tullio Jappelli & Luigi Pistaferri & Guglielmo Weber, 2007. "Health care quality, economic inequality, and precautionary saving," Health Economics, John Wiley & Sons, Ltd., vol. 16(4), pages 327-346, April.
    8. Andreas Fagereng & Luigi Guiso & Luigi Pistaferri, 2016. "Back to Background Risk," EIEF Working Papers Series 1602, Einaudi Institute for Economics and Finance (EIEF), revised Jan 2016.
    9. Hamish Low & Costas Meghir & Luigi Pistaferri, 2010. "Wage Risk and Employment Risk over the Life Cycle," American Economic Review, American Economic Association, vol. 100(4), pages 1432-1467, September.
    10. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    11. L. Hospido, 2012. "Modelling heterogeneity and dynamics in the volatility of individual wages," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(3), pages 386-414, April.
    12. James J. Heckman & Lance J. Lochner & Petra E. Todd, 2003. "Fifty Years of Mincer Earnings Regressions," NBER Working Papers 9732, National Bureau of Economic Research, Inc.
    13. Mecikovsky, Ariel & Wellschmied, Felix, 2016. "Wage Risk, Employment Risk and the Rise in Wage Inequality," IZA Discussion Papers 10451, Institute of Labor Economics (IZA).
    14. Michael C. Burda & Jennifer Hunt, 2011. "What Explains the German Labor Market Miracle in the Great Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 273-335.
    15. repec:iab:iabjlr:v:54:i:1:p:art.1 is not listed on IDEAS
    16. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    17. Seele, Stefanie & Burda, Michael, 2016. "No Role for the Hartz Reforms? Demand and Supply Factors in the German Labor Market, 1993-2014," VfS Annual Conference 2016 (Augsburg): Demographic Change 145650, Verein für Socialpolitik / German Economic Association.
    18. Robin Jessen & Davud Rostam-Afschar & Sebastian Schmitz, 2018. "How important is precautionary labour supply?," Oxford Economic Papers, Oxford University Press, vol. 70(3), pages 868-891.
    19. Fitzenberger, Bernd & Seidliz, Arnim, 2020. "The 2011 Break in the part-time indicator and the evolution of wage inequality in Germany," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-14.
    20. Daniel Schaefer & Carl Singleton, 2020. "Recent Changes in British Wage Inequality: Evidence from Large Firms and Occupations," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(1), pages 100-125, February.
    21. Heaton, John & Lucas, Deborah, 2000. "Portfolio Choice in the Presence of Background Risk," Economic Journal, Royal Economic Society, vol. 110(460), pages 1-26, January.
    22. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
    23. Ulf Rinne & Klaus Zimmermann, 2012. "Another economic miracle? The German labor market and the Great Recession," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-21, December.
    24. De Nardi, Mariacristina & Fella, Giulio & Knoef, Marike & Paz-Pardo, Gonzalo & Van Ooijen, Raun, 2021. "Family and government insurance: Wage, earnings, and income risks in the Netherlands and the U.S," Journal of Public Economics, Elsevier, vol. 193(C).
    25. Martin Biewen & Bernd Fitzenberger & Jakob de Lazzer, 2018. "The role of employment interruptions and part-time work for the rise in wage inequality," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    26. Christian Dustmann & Bernd Fitzenberger & Uta Sch?nberg & Alexandra Spitz-Oener, 2014. "From Sick Man of Europe to Economic Superstar: Germany's Resurgent Economy," Journal of Economic Perspectives, American Economic Association, vol. 28(1), pages 167-188, Winter.
    27. Erling Barth & Alex Bryson & James C. Davis & Richard Freeman, 2016. "It's Where You Work: Increases in the Dispersion of Earnings across Establishments and Individuals in the United States," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 67-97.
    28. Simon C. Parker & Yacine Belghitar & Tim Barmby, 2005. "Wage Uncertainty and the Labour Supply of Self-Employed Workers," Economic Journal, Royal Economic Society, vol. 115(502), pages 190-207, March.
    29. Fitzenberger, Bernd & Seidlitz, Arnim, 2020. "The 2011 Break in the part-time indicator and the evolution of wage inequality in Germany," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-1.
    30. Fitzenberger, Bernd & Seidliz, Arnim, 2020. "The 2011 Break in the part-time indicator and the evolution of wage inequality in Germany," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages .1(1-14).
    31. Bernd Fitzenberger & Arnim Seidlitz, 2020. "The 2011 break in the part-time indicator and the evolution of wage inequality in Germany," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-14, December.
    32. Bradley, Jake & Kügler, Alice, 2019. "Labor market reforms: An evaluation of the Hartz policies in Germany," European Economic Review, Elsevier, vol. 113(C), pages 108-135.
    33. repec:iab:iabjlr:v:54:i:54:p:art.1,14 is not listed on IDEAS
    34. Andreas Fagereng & Luigi Guiso & Luigi Pistaferri, 2018. "Portfolio Choices, Firm Shocks, and Uninsurable Wage Risk," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 437-474.
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    More about this item

    Keywords

    Wage risk; German labor market; Job-specific wage risk; German SOEP; Probit models;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

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