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The role of within-occupation task changes in wage development

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  • Bachmann, Ronald
  • Demir, Gökay
  • Green, Colin
  • Uhlendorff, Arne

Abstract

We examine how changes in task content over time condition occupational wage development. Using survey data from Germany, we document substantial heterogeneity in within-occupational changes in task content. Combining this evidence with administrative data on individual employment outcomes over a 25-year period, we find important heterogeneity in wage penalties amongst initially routine intensive jobs. While occupations that remain (relatively) routine intensive generate substantial wage penalties, occupations with a decreasing routine intensity experience stable or even increasing wages. These findings cannot be explained by composition or cohort effects.

Suggested Citation

  • Bachmann, Ronald & Demir, Gökay & Green, Colin & Uhlendorff, Arne, 2022. "The role of within-occupation task changes in wage development," Ruhr Economic Papers 975, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  • Handle: RePEc:zbw:rwirep:975
    DOI: 10.4419/96973140
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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. Cortes, Guido Matias & Jaimovich, Nir & Nekarda, Christopher J. & Siu, Henry E., 2020. "The dynamics of disappearing routine jobs: A flows approach," Labour Economics, Elsevier, vol. 65(C).
    3. Maarten Goos & Alan Manning & Anna Salomons, 2009. "Job Polarization in Europe," American Economic Review, American Economic Association, vol. 99(2), pages 58-63, May.
    4. Gibbons, Robert & Katz, Lawrence F, 1991. "Layoffs and Lemons," Journal of Labor Economics, University of Chicago Press, vol. 9(4), pages 351-380, October.
    5. Ronald Bachmann & Merve Cim & Colin Green, 2019. "Long‐Run Patterns of Labour Market Polarization: Evidence from German Micro Data," British Journal of Industrial Relations, London School of Economics, vol. 57(2), pages 350-376, June.
    6. Blien, Uwe & Dauth, Wolfgang & Roth, Duncan H.W., 2021. "Occupational routine intensity and the costs of job loss: evidence from mass layoffs," Labour Economics, Elsevier, vol. 68(C).
    7. Michèle Belot & Philipp Kircher & Paul Muller, 2019. "Providing Advice to Jobseekers at Low Cost: An Experimental Study on Online Advice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1411-1447.
    8. Böhm, Michael Johannes & Gaudecker, Hans-Martin von & Schran, Felix, 2019. "Occupation Growth, Skill Prices, and Wage Inequality," IZA Discussion Papers 12647, Institute of Labor Economics (IZA).
    9. 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.
    10. Guido Matias Cortes, 2016. "Where Have the Middle-Wage Workers Gone? A Study of Polarization Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 63-105.
    11. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    12. Daniel Baumgarten, 2015. "Offshoring, the Nature of Tasks, and Occupational Stability: Empirical Evidence for Germany," The World Economy, Wiley Blackwell, vol. 38(3), pages 479-508, March.
    13. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    14. Enghin Atalay & Phai Phongthiengtham & Sebastian Sotelo & Daniel Tannenbaum, 2020. "The Evolution of Work in the United States," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 1-34, April.
    15. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    16. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    17. repec:iab:iabjlr:v:54:i:1:p:art.10 is not listed on IDEAS
    18. Görlitz, Katja & Tamm, Marcus, 2016. "The returns to voucher-financed training on wages, employment and job tasks," Economics of Education Review, Elsevier, vol. 52(C), pages 51-62.
    19. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    20. Antonczyk Dirk & Leuschner Ute & Fitzenberger Bernd, 2009. "Can a Task-Based Approach Explain the Recent Changes in the German Wage Structure?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 229(2-3), pages 214-238, April.
    21. 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.
    22. repec:iab:iabfme:202001(en is not listed on IDEAS
    23. Ashenfelter, Orley & Card, David, 1985. "Using the Longitudinal Structure of Earnings to Estimate the Effect of Training Programs," The Review of Economics and Statistics, MIT Press, vol. 67(4), pages 648-660, November.
    24. Ross, Matthew B., 2017. "Routine-biased technical change: Panel evidence of task orientation and wage effects," Labour Economics, Elsevier, vol. 48(C), pages 198-214.
    25. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    26. repec:iab:iabfda:202101(en is not listed on IDEAS
    27. Hannes Kröger & Jörg Hartmann, 2021. "Extending the Kitagawa–Oaxaca–Blinder decomposition approach to panel data," Stata Journal, StataCorp LP, vol. 21(2), pages 360-410, June.
    28. Wang, Xiupeng, 2020. "Labor market polarization in Britain and Germany: A cross-national comparison using longitudinal household data," Labour Economics, Elsevier, vol. 65(C).
    29. Dauth, Wolfgang & Eppelsheimer, Johann, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-10.
    30. repec:iab:iabfme:200502(en is not listed on IDEAS
    31. Dauth, Wolfgang & Eppelsheimer, Johann, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages .10(1-10).
    32. Jaewon Jung & Jean Mercenier, 2014. "Routinization-Biased Technical Change And Globalization: Understanding Labor Market Polarization," Economic Inquiry, Western Economic Association International, vol. 52(4), pages 1446-1465, October.
    33. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    34. Burda, Michael C. & Mertens, Antje, 2001. "Estimating wage losses of displaced workers in Germany," Labour Economics, Elsevier, vol. 8(1), pages 15-41, January.
    35. Bellmann, Lisa & Lochner, Benjamin & Seth, Stefan & Wolter, Stefanie, 2020. "AKM effects for German labour market data," FDZ Methodenreport 202001_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    36. Frodermann, Corinna & Schmucker, Alexandra & Seth, Stefan & Vom Berge, Philipp, 2021. "Sample of Integrated Labour Market Biographies (SIAB) 1975-2019," FDZ Datenreport. Documentation on Labour Market Data 202101_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    37. Wolfgang Dauth & Johann Eppelsheimer, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis: a guide," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-14, December.
    38. repec:iab:iabfda:202105(en is not listed on IDEAS
    39. David H. Autor & Lawrence F. Katz & Alan B. Krueger, 1998. "Computing Inequality: Have Computers Changed the Labor Market?," The Quarterly Journal of Economics, Oxford University Press, vol. 113(4), pages 1169-1213.
    40. Katja Görlitz & Marcus Tamm, 2016. "Revisiting the complementarity between education and training -- the role of job tasks and firm effects," Education Economics, Taylor & Francis Journals, vol. 24(3), pages 261-279, June.
    41. Smith, James P & Welch, Finis R, 1989. "Black Economic Progress after Myrdal," Journal of Economic Literature, American Economic Association, vol. 27(2), pages 519-564, June.
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    Cited by:

    1. Ivanov, Boris, 2023. "Changes in Occupational Tasks and the Costs of Job Loss," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277669, Verein für Socialpolitik / German Economic Association.

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    More about this item

    Keywords

    Technological progress; polarization; tasks; routine workers; training;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • E24 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Employment; Unemployment; Wages; Intergenerational Income Distribution; Aggregate Human Capital; Aggregate Labor Productivity

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