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Regional Structural Change and the Effects of Job Loss

Author

Listed:
  • Arntz, Melanie

    (ZEW Mannheim)

  • Ivanov, Boris

    (ZEW)

  • Pohlan, Laura

    (Institute for Employment Research (IAB), Nuremberg)

Abstract

Routine-intensive occupations have been declining in many countries, but how does this affect individual workers’ careers if this decline is particularly severe in their local labor market? This paper uses administrative data from Germany and a matched difference-in-differences approach to show that the individual costs of job loss strongly depend on the task-bias of regional structural change. Workers displaced from routine manual occupations have substantially higher and more persistent employment and wage losses in regions where such occupations decline the most. Regional and occupational mobility partly serve as an adjustment mechanism, but come at high cost as these switches also involve losses in firm wage premia. Non-displaced workers, by contrast, remain largely unaffected by structural change.

Suggested Citation

  • Arntz, Melanie & Ivanov, Boris & Pohlan, Laura, 2022. "Regional Structural Change and the Effects of Job Loss," IZA Discussion Papers 15313, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp15313
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    1. Ruhm, Christopher J, 1991. "Displacement Induced Joblessness," The Review of Economics and Statistics, MIT Press, vol. 73(3), pages 517-522, August.
    2. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    3. 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).
    4. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2018. "Job Loss and Regional Mobility," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 479-509.
    5. Peter Haller & Daniel F. Heuermann, 2020. "Opportunities and competition in thick labor markets: Evidence from plant closures," Journal of Regional Science, Wiley Blackwell, vol. 60(2), pages 273-295, March.
    6. Daniel Fackler & Steffen Mueller & Jens Stegmaier, 2021. "Explaining Wage Losses After Job Displacement: Employer Size and Lost Firm Wage Premiums," Journal of the European Economic Association, European Economic Association, vol. 19(5), pages 2695-2736.
    7. 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.
    8. Antonczyk Dirk & Fitzenberger Bernd & Leuschner Ute, 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.
    9. Gilles Duranton, 2007. "Urban Evolutions: The Fast, the Slow, and the Still," American Economic Review, American Economic Association, vol. 97(1), pages 197-221, March.
    10. 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).
    11. 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.
    12. Antoine Bertheau & Edoardo Maria Acabbi & Cristina Barceló & Andreas Gulyas & Stefano Lombardi & Raffaele Saggio, 2023. "The Unequal Consequences of Job Loss across Countries," American Economic Review: Insights, American Economic Association, vol. 5(3), pages 393-408, September.
    13. Wolfgang Dauth & Jens Suedekum, 2016. "Globalization and local profiles of economic growth and industrial change," Journal of Economic Geography, Oxford University Press, vol. 16(5), pages 1007-1034.
    14. Neal, Derek, 1995. "Industry-Specific Human Capital: Evidence from Displaced Workers," Journal of Labor Economics, University of Chicago Press, vol. 13(4), pages 653-677, October.
    15. Michael Amior & Alan Manning, 2018. "The Persistence of Local Joblessness," American Economic Review, American Economic Association, vol. 108(7), pages 1942-1970, July.
    16. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum & Nicole Woessner, 2021. "The Adjustment of Labor Markets to Robots [“Skills, Tasks and Technologies: Implications for Employment and Earnings]," Journal of the European Economic Association, European Economic Association, vol. 19(6), pages 3104-3153.
    17. William J. Carrington, 1993. "Wage Losses for Displaced Workers: Is It Really the Firm That Matters?," Journal of Human Resources, University of Wisconsin Press, vol. 28(3), pages 435-462.
    18. Danny Yagan, 2019. "Employment Hysteresis from the Great Recession," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2505-2558.
    19. Dauth, Wolfgang, 2014. "Job polarization on local labor markets," IAB-Discussion Paper 201418, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    20. Donald Davis & Eric Mengus & Tomasz Michalski, 2024. "Labor Market Polarization and the Great Urban Divergence," Working Papers hal-04759262, HAL.
    21. 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.
    22. 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.
    23. Tanja Hethey-Maier & Johannes F. Schmieder, 2013. "Does the Use of Worker Flows Improve the Analysis of Establishment Turnover? Evidence from German Administrative Data," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 133(4), pages 477-510.
    24. Andreas Gulyas & Krzysztof Pytka, 2019. "Understanding the Sources of Earnings Losses After Job Displacement: A Machine-Learning Approach," CRC TR 224 Discussion Paper Series crctr224_2019_131, University of Bonn and University of Mannheim, Germany.
    25. Mengus, Eric & Davis, Donald R. & Michalski, Tomasz K., 2020. "Labor Market Polarization and The Great Divergence: Theory and Evidence," CEPR Discussion Papers 14623, C.E.P.R. Discussion Papers.
    26. Maarten Goos & Alan Manning & Anna Salomons, 2014. "Explaining Job Polarization: Routine-Biased Technological Change and Offshoring," American Economic Review, American Economic Association, vol. 104(8), pages 2509-2526, August.
    27. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    28. 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].
    29. Bertheau, Antoine & Acabbi, Edoardo & Barcelo, Cristina & Gulyas, Andreas & Lombardi, Stefano & Saggio, Raffaele, 2022. "The Unequal Cost of Job Loss across Countries," IZA Discussion Papers 15033, Institute of Labor Economics (IZA).
    30. Christina Gathmann & Ines Helm & Uta Schönberg, 2020. "Correction to: Spillover Effects of Mass Layoffs," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 540-540.
    31. 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.
    32. Neffke, Frank M.H. & Otto, Anne & Hidalgo, César, 2018. "The mobility of displaced workers: How the local industry mix affects job search," Journal of Urban Economics, Elsevier, vol. 108(C), pages 124-140.
    33. Daron Acemoglu & Pascual Restrepo, 2018. "The Race between Man and Machine: Implications of Technology for Growth, Factor Shares, and Employment," American Economic Review, American Economic Association, vol. 108(6), pages 1488-1542, June.
    34. Christina Gathmann & Ines Helm & Uta Schönberg, 2020. "Spillover Effects of Mass Layoffs," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 427-468.
    35. Ruhm, Christopher J, 1991. "Are Workers Permanently Scarred by Job Displacements?," American Economic Review, American Economic Association, vol. 81(1), pages 319-324, March.
    36. 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.
    37. Donald R. Davis & Eric Mengus & Tomasz K. Michalski, 2020. "Labor Market Polarization and The Great Urban Divergence," NBER Working Papers 26955, National Bureau of Economic Research, Inc.
    38. repec:iab:iabfme:202001(en is not listed on IDEAS
    39. William J. Carrington & Bruce Fallick, 2017. "Why Do Earnings Fall with Job Displacement?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 56(4), pages 688-722, October.
    40. Anne Margarian & Christian Hundt, 2019. "Location, industry structure and (the lack of) locally specific knowledge: On the diverging development of rural areas in Germany's East and West," Working Papers on Innovation and Space 2019-04, Philipps University Marburg, Department of Geography.
    41. Marcus Eliason & Donald Storrie, 2006. "Lasting or Latent Scars? Swedish Evidence on the Long-Term Effects of Job Displacement," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 831-856, October.
    42. Findeisen, Sebastian & Südekum, Jens, 2008. "Industry churning and the evolution of cities: Evidence for Germany," Journal of Urban Economics, Elsevier, vol. 64(2), pages 326-339, September.
    43. Cortes, Guido Matias & Jaimovich, Nir & Siu, Henry E., 2017. "Disappearing routine jobs: Who, how, and why?," Journal of Monetary Economics, Elsevier, vol. 91(C), pages 69-87.
    44. Bound, John & Holzer, Harry J, 2000. "Demand Shifts, Population Adjustments, and Labor Market Outcomes during the 1980s," Journal of Labor Economics, University of Chicago Press, vol. 18(1), pages 20-54, January.
    45. Timothy J. Bartik, 2021. "How Long-Run Effects of Local Demand Shocks on Employment Rates Vary with Local Labor Market Distress," Upjohn Working Papers 21-339, W.E. Upjohn Institute for Employment Research.
    46. Kristiina Huttunen & Jarle Møen & Kjell G. Salvanes, 2011. "How Destructive Is Creative Destruction? Effects Of Job Loss On Job Mobility, Withdrawal And Income," Journal of the European Economic Association, European Economic Association, vol. 9(5), pages 840-870, October.
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    Cited by:

    1. Weller, Jürgen, 2022. "Tendencias mundiales, pandemia de COVID-19 y desafíos de la inclusión laboral en América Latina y el Caribe," Documentos de Proyectos 48610, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    2. Susan Athey & Lisa K. Simon & Oskar N. Skans & Johan Vikstrom & Yaroslav Yakymovych, 2023. "The Heterogeneous Earnings Impact of Job Loss Across Workers, Establishments, and Markets," Papers 2307.06684, arXiv.org, revised Feb 2024.
    3. 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

    routine-biased structural change; local labor markets; displacement; mass-layoffs; plant closures; matching; difference-in-differences; event study;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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