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Known unknowns in closing firms and the earnings losses of laid off workers and early leavers

Author

Listed:
  • Jeon, Sung-Hee
  • Ostrovsky, Yuri

Abstract

We leverage a rare feature of the Canadian Employment Insurance system, which requires all employers to provide a detailed reason for every job separation that occurs in their firm, to distinguish between the earnings losses of workers permanently laid off from a closing firm and those of a broader category of workers often presumed to be affected by an impending firm closure. We highlight the role of assumptions about workers’ awareness of the impending closure and argue that a single set of assumptions imposed on all firms is unlikely to yield a meaningful estimate of the average earnings loss. Instead, we consider a range of estimates bounded by two key scenarios. Compared with tightly matched controls, the earnings losses of displaced workers range from 15.2% to 34.6% in the first post-closure year and from 7.6% to 15.0% in the fifth year. The lower bound is heavily influenced by those who leave the closing firm for reasons other than a permanent layoff.

Suggested Citation

  • Jeon, Sung-Hee & Ostrovsky, Yuri, 2025. "Known unknowns in closing firms and the earnings losses of laid off workers and early leavers," Journal of Economic Behavior & Organization, Elsevier, vol. 239(C).
  • Handle: RePEc:eee:jeborg:v:239:y:2025:i:c:s0167268125004044
    DOI: 10.1016/j.jebo.2025.107289
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    1. Fackler, Daniel & Stegmaier, Jens & Weigt, Eva, 2019. "Does extended unemployment benefit duration ameliorate the negative employment effects of job loss?," Labour Economics, Elsevier, vol. 59(C), pages 123-138.
    2. von Greiff, Jenny, 2009. "Displacement and self-employment entry," Labour Economics, Elsevier, vol. 16(5), pages 556-565, October.
    3. Zhang, Xuelin & Morissette, Rene & Frenette, Marc, 2007. "Earnings Losses of Displaced Workers: Canadian Evidence from a Large Administrative Database on Firm Closures and Mass Layoffs," Analytical Studies Branch Research Paper Series 2007291e, Statistics Canada, Analytical Studies Branch.
    4. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    5. René Morissette & Hanqing Qiu & Ping Ching Winnie Chan, 2013. "The risk and cost of job loss in Canada, 1978-2008," Canadian Journal of Economics, Canadian Economics Association, vol. 46(4), pages 1480-1509, November.
    6. Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024. "Revisiting Event-Study Designs: Robust and Efficient Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
    7. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    8. Kenneth A. Couch & Dana W. Placzek, 2010. "Earnings Losses of Displaced Workers Revisited," American Economic Review, American Economic Association, vol. 100(1), pages 572-589, March.
    9. Aaron Flaaen & Matthew D. Shapiro & Isaac Sorkin, 2019. "Reconsidering the Consequences of Worker Displacements: Firm versus Worker Perspective," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(2), pages 193-227, April.
    10. Seim, David, 2019. "On the incidence and effects of job displacement: Evidence from Sweden," Labour Economics, Elsevier, vol. 57(C), pages 131-145.
    11. Jonas Cederlöf & Peter Fredriksson & Arash Nekoei & David Seim, 2025. "Mandatory Notice of Layoff, Job Search, and Efficiency," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 140(1), pages 585-633.
    12. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    13. Johannes F. Schmieder & Till von Wachter & Jörg Heining, 2023. "The Costs of Job Displacement over the Business Cycle and Its Sources: Evidence from Germany," American Economic Review, American Economic Association, vol. 113(5), pages 1208-1254, May.
    14. Perihan Ozge Saygin & Andrea Weber & Michèle A. Weynandt, 2021. "Coworkers, Networks, and Job-Search Outcomes among Displaced Workers," ILR Review, Cornell University, ILR School, vol. 74(1), pages 95-130, January.
    15. Garcia-Louzao, Jose, 2022. "Workers’ job mobility in response to severance pay generosity," Labour Economics, Elsevier, vol. 75(C).
    16. René Morissette & Hanqing Qiu & Ping Ching Winnie Chan, 2013. "The risk and cost of job loss in Canada, 1978–2008," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(4), pages 1480-1509, November.
    17. Alexander Hijzen & Richard Upward & Peter W. Wright, 2010. "The Income Losses of Displaced Workers," Journal of Human Resources, University of Wisconsin Press, vol. 45(1).
    18. Till von Wachter & Elizabeth Handwerker & Andrew Hildreth, 2009. "Estimating the "True" Cost of Job Loss: Evidence Using Matched Data from Califormia 1991-2000," Working Papers 09-14, Center for Economic Studies, U.S. Census Bureau.
    19. Browning, Martin & Crossley, Thomas F., 2008. "The long-run cost of job loss as measured by consumption changes," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 109-120, July.
    20. Thomas F. Crossley & Stephen R. G. Jones & Peter Kuhn, 1994. "Gender Differences in Displacement Cost: Evidence and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 29(2), pages 461-480.
    21. 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.
    22. Krolikowski, Pawel & Zabek, Mike & Coate, Patrick, 2020. "Parental proximity and earnings after job displacements," Labour Economics, Elsevier, vol. 65(C).
    23. Sung‐Hee Jeon & Yuri Ostrovsky, 2025. "The impact of involuntary job displacement on participation in gig work: A causal analysis," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 64(2), pages 246-267, April.
    24. 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.
    25. Wunder, Christoph & Zeydanli, Tugba, 2021. "The early costs of plant closures: Evidence on lead effects on workers’ subjective and objective outcomes," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 489-505.
    26. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    27. Morissette, Rene, 2004. "Have Permanent Layoff Rates Increased in Canada?," Analytical Studies Branch Research Paper Series 2004218e, Statistics Canada, Analytical Studies Branch.
    28. Cappellari, Lorenzo & Tatsiramos, Konstantinos, 2015. "With a little help from my friends? Quality of social networks, job finding and job match quality," European Economic Review, Elsevier, vol. 78(C), pages 55-75.
    29. Hannah Illing & Johannes Schmieder & Simon Trenkle, 2024. "The Gender Gap in Earnings Losses After Job Displacement," Journal of the European Economic Association, European Economic Association, vol. 22(5), pages 2108-2147.
    30. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(3), pages 1265-1306.
    31. Stevens, Ann Huff, 1997. "Persistent Effects of Job Displacement: The Importance of Multiple Job Losses," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 165-188, January.
    32. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    33. Marta Lachowska & Alexandre Mas & Stephen A. Woodbury, 2020. "Sources of Displaced Workers' Long-Term Earnings Losses," American Economic Review, American Economic Association, vol. 110(10), pages 3231-3266, October.
    34. Bruce Fallick & John Haltiwanger & Erika McEntarfer & Matthew Staiger, 2019. "Job Displacement and Job Mobility: The Role of Joblessness," Working Papers 19-27R, Federal Reserve Bank of Cleveland, revised 31 Aug 2021.
    35. Martin Halla & Julia Schmieder & Andrea Weber, 2020. "Job Displacement, Family Dynamics, and Spousal Labor Supply," American Economic Journal: Applied Economics, American Economic Association, vol. 12(4), pages 253-287, October.
    36. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2011. "Multivariate Matching Methods That Are Monotonic Imbalance Bounding," Journal of the American Statistical Association, American Statistical Association, vol. 106(493), pages 345-361.
    37. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    38. 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.
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    Keywords

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    JEL classification:

    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

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