IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp15992.html

Changing Tracks: Human Capital Investment after Loss of Ability

Author

Listed:
  • Humlum, Anders

    (University of Chicago Booth School of Business)

  • Munch, Jakob R.

    (University of Copenhagen)

  • Plato, Pernille

    (University of Copenhagen)

Abstract

We provide the first evidence on how workers invest in human capital after losing ability. Using quasi-random work accidents in Danish administrative data, we find that workers enroll in bachelor's programs after physical injuries, pursuing degrees that build on their work experiences and provide pathways to cognitive occupations. Exploiting differences in eligibility driven by prior vocational training, we find that higher education moves injured workers from disability benefits to full-time employment. Reskilled workers earn 25% more than before their injuries and do not end up on antidepressants. Without higher education, by contrast, these workers end up entirely on disability benefits and often resort to taking antidepressants. Reskilling subsidies for injured workers pay for themselves four times over, and current rates of reskilling are substantially below the social optimum, especially for middle-aged workers.

Suggested Citation

  • Humlum, Anders & Munch, Jakob R. & Plato, Pernille, 2023. "Changing Tracks: Human Capital Investment after Loss of Ability," IZA Discussion Papers 15992, Institute of Labor Economics (IZA).
    • Handle: RePEc:iza:izadps:dp15992
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp15992.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. James J. Heckman & Vytlacil, Edward J., 2007. "Econometric Evaluation of Social Programs, Part II: Using the Marginal Treatment Effect to Organize Alternative Econometric Estimators to Evaluate Social Programs, and to Forecast their Effects in New," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 71, Elsevier.
    2. repec:hal:pseose:halshs-00840901 is not listed on IDEAS
    3. David H. Autor & Mark G. Duggan, 2006. "The Growth in the Social Security Disability Rolls: A Fiscal Crisis Unfolding," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 71-96, Summer.
    4. Kleven, Henrik Jacobsen & Kreiner, Claus Thustrup, 2006. "The marginal cost of public funds: Hours of work versus labor force participation," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1955-1973, November.
    5. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    6. Anne Case & Angua Deaton, 2015. "Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century," Working Papers 15078.full.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    7. Nicole Maestas & Kathleen J. Mullen & Alexander Strand, 2013. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," American Economic Review, American Economic Association, vol. 103(5), pages 1797-1829, August.
    8. Guido W. Imbens & Donald B. Rubin, 1997. "Estimating Outcome Distributions for Compliers in Instrumental Variables Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 555-574.
    9. Lawrence F. Katz & Jonathan Roth & Richard Hendra & Kelsey Schaberg, 2022. "Why Do Sectoral Employment Programs Work? Lessons from WorkAdvance," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 249-291.
    10. Gensowski, Miriam & Nielsen, Torben Heien & Nielsen, Nete Munk & Rossin-Slater, Maya & Wüst, Miriam, 2019. "Childhood health shocks, comparative advantage, and long-term outcomes: Evidence from the last Danish polio epidemic," Journal of Health Economics, Elsevier, vol. 66(C), pages 27-36.
    11. Andreas Ravndal Kostol & Magne Mogstad, 2014. "How Financial Incentives Induce Disability Insurance Recipients to Return to Work," American Economic Review, American Economic Association, vol. 104(2), pages 624-655, February.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Seibold, Arthur & Seitz, Sebastian & Siegloch, Sebastian, 2022. "Privatizing Disability Insurance," CEPR Discussion Papers 17568, C.E.P.R. Discussion Papers.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Zaresani, Arezou & Olivo-Villabrille, Miguel, 2022. "Return-to-work policies’ clawback regime and labor supply in disability insurance programs," Labour Economics, Elsevier, vol. 78(C).
    2. Andreas Haller & Stefan Staubli & Josef Zweimüller, 2024. "Designing Disability Insurance Reforms: Tightening Eligibility Rules or Reducing Benefits?," Econometrica, Econometric Society, vol. 92(1), pages 79-110, January.
    3. David Autor & Andreas Kostøl & Magne Mogstad & Bradley Setzler, 2019. "Disability Benefits, Consumption Insurance, and Household Labor Supply," American Economic Review, American Economic Association, vol. 109(7), pages 2613-2654, July.
    4. Hjellset Alne, Ragnar, 2018. "Economic incentives, disability insurance and labor supply," Working Papers in Economics 2/18, University of Bergen, Department of Economics, revised 14 Jun 2018.
    5. Sloczynski, Tymon, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," IZA Discussion Papers 11866, Institute of Labor Economics (IZA).
    6. Chiara Dal Bianco, 2023. "Disability Insurance and the Effects of Return-to-work Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 49, pages 351-373, July.
    7. Silvia Garcia Mandico & Pilar (P.) Garcia-Gomez & Anne (A.C.) Gielen & Owen (O.A.) O'Donnell, 2018. "Earnings responses to disability benefit cuts," Tinbergen Institute Discussion Papers 18-023/V, Tinbergen Institute.
    8. Benjamin Austin & Edward Glaeser & Lawrence Summers, 2018. "Jobs for the Heartland: Place-Based Policies in 21st-Century America," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 151-255.
    9. Huber Martin & Wüthrich Kaspar, 2019. "Local Average and Quantile Treatment Effects Under Endogeneity: A Review," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-27, January.
    10. repec:osf:socarx:pj8d9_v1 is not listed on IDEAS
    11. Koning, Pierre & Muller, Paul & Prudon, Roger, 2022. "Do disability benefits hinder work resumption after recovery?," Journal of Health Economics, Elsevier, vol. 82(C).
    12. Pichler, Stefan & Ziebarth, Nicolas R., 2024. "Sick leave and medical leave in the United States: A categorization and recent trends," ZEW Discussion Papers 24-011, ZEW - Leibniz Centre for European Economic Research.
    13. Krekó, Judit & Prinz, Dániel & Weber, Andrea, 2024. "Take-up and labor supply responses to disability insurance earnings limits," Labour Economics, Elsevier, vol. 89(C).
    14. Seibold, Arthur & Seitz, Sebastian & Siegloch, Sebastian, 2022. "Privatizing Disability Insurance," CEPR Discussion Papers 17568, C.E.P.R. Discussion Papers.
    15. Hamish Low & Luigi Pistaferri, 2020. "Disability Insurance: Theoretical Trade‐Offs and Empirical Evidence," Fiscal Studies, John Wiley & Sons, vol. 41(1), pages 129-164, March.
    16. Mogstad, Magne & Torgovitsky, Alexander, 2024. "Instrumental variables with unobserved heterogeneity in treatment effects," Handbook of Labor Economics,, Elsevier.
    17. Fontenay, Sébastien & Tojerow, Ilan, 2025. "Is supported employment effective for Disability Insurance recipients with mental health conditions? Evidence from a randomized experiment in Belgium," Journal of Health Economics, Elsevier, vol. 100(C).
    18. Garcia-Mandicó, Sílvia & García-Gómez, Pilar & Gielen, Anne C. & O’Donnell, Owen, 2020. "Earnings responses to disability insurance stringency," Labour Economics, Elsevier, vol. 66(C).
    19. Gordon B. Dahl & Andreas Ravndal Kostøl & Magne Mogstad, 2014. "Family Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1711-1752.
    20. De Brouwer, Octave & Tojerow, Ilan, 2023. "The Growth of Disability Insurance in Belgium: Determinants and Policy Implications," IZA Discussion Papers 16376, Institute of Labor Economics (IZA).
    21. David H. Autor & Mark Duggan & Kyle Greenberg & David S. Lyle, 2016. "The Impact of Disability Benefits on Labor Supply: Evidence from the VA's Disability Compensation Program," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 31-68, July.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp15992. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.