IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v24y2015i3p333-352.html
   My bibliography  Save this article

The Impact of Work‐Limiting Disability on Labor Force Participation

Author

Listed:
  • Douglas A. Webber
  • Melissa J. Bjelland

Abstract

According to the justification hypothesis, non‐employed individuals may over‐report their level of work limitation, leading to biased census/survey estimates of the prevalence of severe disabilities and the associated labor force participation rate. For researchers studying policies which impact the disabled or elderly (e.g., Supplemental Security Income, Disability Insurance, and Early Retirement), this could lead to significant bias in key parameters of interest. Using the American Community Survey, we examine the potential for both inflated and deflated reported disability status and generate a general index of disability, which can be used to reduce the bias of these self‐reports in other studies. We find that at least 4.8 million individuals have left the labor force because of a work‐limiting disability, at least four times greater than the impact implied by our replication of previous models. Copyright © 2013 John Wiley & Sons, Ltd.

Suggested Citation

  • Douglas A. Webber & Melissa J. Bjelland, 2015. "The Impact of Work‐Limiting Disability on Labor Force Participation," Health Economics, John Wiley & Sons, Ltd., vol. 24(3), pages 333-352, March.
  • Handle: RePEc:wly:hlthec:v:24:y:2015:i:3:p:333-352
    DOI: 10.1002/hec.3020
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.3020
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.3020?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Roger H. Gordon & Alan S. Blinder, 1980. "Market Wages, Reservation Wages, and Retirement Decisions," NBER Chapters, in: Econometric Studies in Public Finance, pages 277-308, National Bureau of Economic Research, Inc.
    2. Daron Acemoglu & Joshua D. Angrist, 2001. "Consequences of Employment Protection? The Case of the Americans with Disabilities Act," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 915-957, October.
    3. John Bound & Michael Schoenbaum & Timothy Waidmann, 1995. "Race and Education Differences in Disability Status and Labor Force Attachment in the Health and Retirement Survey," Journal of Human Resources, University of Wisconsin Press, vol. 30, pages 227-267.
    4. Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June.
    5. John Bound & Michael Schoenbaum & Timothy Waidmann, 1995. "Race and Education Differences in Disability Status and Labor Force Attachment," NBER Working Papers 5159, National Bureau of Economic Research, Inc.
    6. William A. Brock & Steven N. Durlauf, 2001. "Discrete Choice with Social Interactions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
    7. David H. Autor & Mark G. Duggan, 2003. "The Rise in the Disability Rolls and the Decline in Unemployment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 157-206.
    8. Verbrugge, Lois M. & Jette, Alan M., 1994. "The disablement process," Social Science & Medicine, Elsevier, vol. 38(1), pages 1-14, January.
    9. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    10. Clarke, P. & George, L.K., 2005. "The role of the built environment in the disablement process," American Journal of Public Health, American Public Health Association, vol. 95(11), pages 1933-1939.
    11. Julie L. Hotchkiss, 2003. "The Labor Market Experience of Workers with Disabilities: The ADA and Beyond," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number lmewd, November.
    12. Brent Kreider, 1999. "Latent Work Disability and Reporting Bias," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 734-769.
    13. Dwyer, Debra Sabatini & Mitchell, Olivia S., 1999. "Health problems as determinants of retirement: Are self-rated measures endogenous?," Journal of Health Economics, Elsevier, vol. 18(2), pages 173-193, April.
    14. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    15. Thomas DeLeire, 2000. "The Wage and Employment Effects of the Americans with Disabilities Act," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 693-715.
    16. Van de Ven, Wynand P. M. M. & Van Praag, Bernard M. S., 1981. "The demand for deductibles in private health insurance : A probit model with sample selection," Journal of Econometrics, Elsevier, vol. 17(2), pages 229-252, November.
    17. John Bound, 1991. "Self-Reported Versus Objective Measures of Health in Retirement Models," Journal of Human Resources, University of Wisconsin Press, vol. 26(1), pages 106-138.
    18. Anderson, Kathryn H. & Burkhauser, Richard V., 1984. "The importance of the measure of health in empirical estimates of the labor supply of older men," Economics Letters, Elsevier, vol. 16(3-4), pages 375-380.
    19. Julie L. Hotchkiss, 2004. "A Closer Look at the Employment Impact of the Americans with Disabilities Act," Journal of Human Resources, University of Wisconsin Press, vol. 39(4).
    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. Thomas Barnay & Emmanuel Duguet & Christine Le Clainche & Yann Videau, 2019. "An evaluation of the 1987 French Disabled Workers Act: better paying than hiring," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(4), pages 597-610, June.
    2. Kostas Mavromaras & Joanne Flavel, 2017. "An Analysis of the Impact of Health on Occupation," The Economic Record, The Economic Society of Australia, vol. 93, pages 86-104, June.
    3. Muhammad Shahdaat Bin Sayeed & Grace Joshy & Ellie Paige & Emily Banks & Rosemary Korda, 2021. "Cardiovascular disease subtypes, physical disability and workforce participation: A cross-sectional study of 163,562 middle-aged Australians," PLOS ONE, Public Library of Science, vol. 16(4), pages 1-16, April.
    4. Stijn Baert, 2016. "Wage subsidies and hiring chances for the disabled: some causal evidence," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(1), pages 71-86, January.
    5. Thomas Barnay & Emmanuel Duguet & Yann Videau, 2022. "Did the 2005 French Disabled workers Act increase the employment rate of people with disabilities? An econometric evaluation on panel data," Erudite Working Paper 2022-01, Erudite.
    6. Francisco Perez-Arce & Maria J. Prados & Tarra Kohli, 2018. "The Decline in the U.S. Labor Force Participation Rate," Working Papers wp385, University of Michigan, Michigan Retirement Research Center.
    7. Burcu Düzgün Öncel & Deniz Karaoğlan, 2016. "Disability and Labor Force Participation: Evidence from Turkish Males," ERC Working Papers 1608, ERC - Economic Research Center, Middle East Technical University, revised Aug 2016.

    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. Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June.
    2. Sergi Jiménez-Martín & José M. Labeaga & Cristina Vilaplana Prieto, 2006. "Award errors and permanent disability benefits in Spain," Economics Working Papers 966, Department of Economics and Business, Universitat Pompeu Fabra.
    3. Bruce Meyer & Wallace K. C. Mok, 2016. "Disability, Earnings, Income and Consumption," NBER Chapters, in: Social Insurance Programs (Trans-Atlantic Public Economics Seminar, TAPES), National Bureau of Economic Research, Inc.
    4. Cai, Lixin, 2010. "The relationship between health and labour force participation: Evidence from a panel data simultaneous equation model," Labour Economics, Elsevier, vol. 17(1), pages 77-90, January.
    5. Lixin Cai & Guyonne Kalb, 2004. "Health Status and Labour Force Participation: Evidence from the HILDA Data," Melbourne Institute Working Paper Series wp2004n04, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    6. Lamichhane, Kamal & Sawada, Yasuyuki, 2013. "Disability and returns to education in a developing country," Economics of Education Review, Elsevier, vol. 37(C), pages 85-94.
    7. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    8. Lixin Cai & Guyonne Kalb, 2007. "Health status and labour force status of older working-age Australian men," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 10(4), pages 227-252.
    9. Iskhakov, Fedor, 2008. "Dynamic Programming Model of Health and Retirement," Memorandum 03/2008, Oslo University, Department of Economics.
    10. Kevin Hollenbeck & Jean Kimmel, 2008. "Differences in the Returns to Education for Males by Disability Status and Age of Disability Onset," Southern Economic Journal, John Wiley & Sons, vol. 74(3), pages 707-724, January.
    11. repec:eee:labchp:v:3:y:1999:i:pc:p:3417-3528 is not listed on IDEAS
    12. Lixin Cai & Guyonne Kalb, 2006. "Health status and labour force participation: evidence from Australia," Health Economics, John Wiley & Sons, Ltd., vol. 15(3), pages 241-261, March.
    13. Schimmel Hyde Jody & Stapleton David C., 2017. "Using the Health and Retirement Study for Disability Policy Research: A Review," Forum for Health Economics & Policy, De Gruyter, vol. 20(2), pages 1-12, December.
    14. Sarah Brown & Jennifer Roberts & Karl Taylor, 2010. "Reservation wages, labour market participation and health," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 173(3), pages 501-529, July.
    15. Brent Kreider & John Pepper, 2008. "Inferring disability status from corrupt data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 329-349.
    16. Bruce D. Meyer & Wallace K. C. Mok, 2017. "Disability, Taxes, Transfers, and the Economic Well-Being of Women," NBER Chapters, in: Tax Policy and the Economy, Volume 32, pages 211-253, National Bureau of Economic Research, Inc.
    17. Paraponaris, Alain & Teyssier, Luis Sagaon & Ventelou, Bruno, 2010. "Job tenure and self-reported workplace discrimination for cancer survivors 2 years after diagnosis: Does employment legislation matter?," Health Policy, Elsevier, vol. 98(2-3), pages 144-155, December.
    18. Christine Jolls & J.J. Prescott, 2004. "Disaggregating Employment Protection: The Case of Disability Discrimination," NBER Working Papers 10740, National Bureau of Economic Research, Inc.
    19. Fomba Kamga, Benjamin & Kengne Kamga, Arline & Audibert, Martine, 2013. "Health and Labour Income of Wage Earners and Self-Employed Workers in Cameroon," IZA Discussion Papers 7324, Institute of Labor Economics (IZA).
    20. Simonetta Longhi & Cheti Nicoletti & Lucinda Platt, 2012. "Interpreting Wage Gaps of Disabled Men: The Roles of Productivity and of Discrimination," Southern Economic Journal, John Wiley & Sons, vol. 78(3), pages 931-953, January.
    21. repec:eee:labchp:v:3:y:1999:i:pc:p:3309-3416 is not listed on IDEAS
    22. Hamish Low & Luigi Pistaferri, 2010. "Disability risk, disability insurance and life cycle behavior," IFS Working Papers W10/11, Institute for Fiscal Studies.

    More about this item

    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:wly:hlthec:v:24:y:2015:i:3:p:333-352. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.