IDEAS home Printed from https://ideas.repec.org/p/met/wpaper/1608.html
   My bibliography  Save this paper

Disability and Labor Force Participation: Evidence from Turkish Males

Author

Listed:
  • Burcu Düzgün Öncel

    (Department of Economics, Marmara University)

  • Deniz Karaoğlan

    (Visiting Scholar, Department of Economics, METU)

Abstract

This paper attempts to examine the influence of disability status on labor force participation of males aged between 25 and 64. Our attention is only on males in order to avoid complications arising from gender differences in disability and labor force participation. The data is from Turkish Health Survey (THS) for the year 2012 prepared by Turkish Statistical Institute (TURKSTAT). We believe that revealing the differences in labor outcomes that can be attributed to disability status of individuals would be important to understand labor market dynamics of a developing and young populated country; Turkey. We define disability as an impairment of long term health conditions that lasts more than six months which restricts individual in daily activities and categorize individuals as non-disabled, disabled with no limitations, disabled with some limitations and disabled with severe limitations by controlling work related disabilities. In the first part of the study we provide descriptive analysis on the relationship between disability status and labor market states. We observe that higher share of disabled individuals with severe limitations are out of labor force in every age and low educated individuals experience more disabilities. In the second part, we first estimate probit equations in order to see the relationship between disability and labor force participation, then we implement propensity score matching (PSM) techniques in order to overcome selection bias. PSM results indicate that severe disability prevents males from entering into the labor force, whereas being non-disabled increases the probability of being in the labor force.

Suggested Citation

  • 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.
    • Handle: RePEc:met:wpaper:1608
    as

    Download full text from publisher

    File URL: http://erc.metu.edu.tr/en/system/files/menu/series16/1608.pdf
    File Function: First version, 2016
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Kidd, Michael P. & Sloane, Peter J. & Ferko, Ivan, 2000. "Disability and the labour market: an analysis of British males," Journal of Health Economics, Elsevier, vol. 19(6), pages 961-981, November.
    3. Robert Haveman & Barbara Wolfe, 1990. "The Economic Well-Being of the Disabled: 1962-84," Journal of Human Resources, University of Wisconsin Press, vol. 25(1), pages 32-54.
    4. Bound, John & Schoenbaum, Michael & Stinebrickner, Todd R. & Waidmann, Timothy, 1999. "The dynamic effects of health on the labor force transitions of older workers," Labour Economics, Elsevier, vol. 6(2), pages 179-202, June.
    5. Morris, Stephen, 2007. "The impact of obesity on employment," Labour Economics, Elsevier, vol. 14(3), pages 413-433, June.
    6. Luft, Harold S, 1975. "The Impact of Poor Health on Earnings," The Review of Economics and Statistics, MIT Press, vol. 57(1), pages 43-57, February.
    7. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    8. Perri, Timothy J., 1984. "Health status and schooling decisions of young men," Economics of Education Review, Elsevier, vol. 3(3), pages 207-213, June.
    9. Mizunoya, Suguru & Mitra, Sophie, 2013. "Is There a Disability Gap in Employment Rates in Developing Countries?," World Development, Elsevier, vol. 42(C), pages 28-43.
    10. William G. Johnson & James Lambrinos, 1985. "Wage Discrimination against Handicapped Men and Women," Journal of Human Resources, University of Wisconsin Press, vol. 20(2), pages 264-277.
    11. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    12. Mitra, Sophie & Posarac, Aleksandra & Vick, Brandon, 2013. "Disability and Poverty in Developing Countries: A Multidimensional Study," World Development, Elsevier, vol. 41(C), pages 1-18.
    13. Mitra, Sophie & Sambamoorthi, Usha, 2008. "Disability and the Rural Labor Market in India: Evidence for Males in Tamil Nadu," World Development, Elsevier, vol. 36(5), pages 934-952, May.
    14. Brenda Gannon, 2009. "The influence of economic incentives on reported disability status," Health Economics, John Wiley & Sons, Ltd., vol. 18(7), pages 743-759, July.
    15. Rice, D.P. & LaPlante, M.P., 1992. "Medical expenditures for disability and disabling comorbidity," American Journal of Public Health, American Public Health Association, vol. 82(5), pages 739-741.
    16. Campolieti, Michele, 2002. "Disability and the labor force participation of older men in Canada," Labour Economics, Elsevier, vol. 9(3), pages 405-432, July.
    17. Marjorie Baldwin & William G. Johnson, 1994. "Labor Market Discrimination against Men with Disabilities," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 1-19.
    Full references (including those not matched with items on IDEAS)

    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. Kengo Igei, 2018. "Managing Were the Adverse Effects of Disability on Employment Mitigated during 2002-2015 in South Africa?: A Pseudo-Panel Approach," Working Papers 168, JICA Research Institute.
    2. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    3. repec:eee:labchp:v:3:y:1999:i:pc:p:3309-3416 is not listed on IDEAS
    4. Nick Drydakis, 2010. "Health impairments and labour market outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(5), pages 457-469, October.
    5. Veronesi, Marcella, 2007. "Environmental Risk Factors, Health and the Labor Market Response of Married Men and Women in the United States," Working Papers 98552, University of Maryland, Department of Agricultural and Resource Economics.
    6. 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.
    7. D. Mark Anderson, 2013. "The Impact Of Hiv Education On Behavior Among Youths: A Propensity Score Matching Approach," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 503-527, July.
    8. Derek Asuman & Charles Godfred Ackah & Frank Agyire-Tettey, 2021. "Disability and Household Welfare in Ghana: Costs and Correlates," Journal of Family and Economic Issues, Springer, vol. 42(4), pages 633-649, December.
    9. Miguel Angel Malo & Fernando Muñoz-Bullón, 2006. "Employment promotion measures and the quality of the job match for persons with disabilities," Hacienda Pública Española / Review of Public Economics, IEF, vol. 179(4), pages 79-111, September.
    10. Demianova, Anna & Lukiyanova, Anna, 2016. "The impact of disability status on labor supply in Russia," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 44, pages 50-74.
    11. Mavromaras, Kostas & Polidano, Cain, 2011. "Improving the Employment Rates of People with Disabilities through Vocational Education," IZA Discussion Papers 5548, Institute of Labor Economics (IZA).
    12. Lixin Cai, 2009. "Effects of Health on Wages of Australian Men," The Economic Record, The Economic Society of Australia, vol. 85(270), pages 290-306, September.
    13. Mani, Subha & Mitra, Sophie & Sambamoorthi, Usha, 2018. "Dynamics in health and employment: Evidence from Indonesia," World Development, Elsevier, vol. 104(C), pages 297-309.
    14. Chung Choe, 2013. "Determinants of Labor Market Outcomes of Disabled Men Before and After the Americans with Disabilities Act of 1990," Korean Economic Review, Korean Economic Association, vol. 29, pages 211-233.
    15. Takasaki, Yoshito, 2020. "Impacts of disability on poverty: Quasi-experimental evidence from landmine amputees in Cambodia," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 85-107.
    16. Mauro, Vincenzo & Biggeri, Mario & Grilli, Leonardo, 2015. "Does Community-Based Rehabilitation Enhance the Multidimensional Well-Being of Deprived Persons With Disabilities? A Multilevel Impact Evaluation," World Development, Elsevier, vol. 76(C), pages 190-202.
    17. repec:clg:wpaper:2008-26 is not listed on IDEAS
    18. Andrén, Daniela & Palmer, Edward, 2001. "The Effect Of Sickness On Earnings," Working Papers in Economics 45, University of Gothenburg, Department of Economics.
    19. Kidd, Michael P. & Sloane, Peter J. & Ferko, Ivan, 2000. "Disability and the labour market: an analysis of British males," Journal of Health Economics, Elsevier, vol. 19(6), pages 961-981, November.
    20. Igei, Kengo, 2017. "Untangling Disability and Poverty: A Matching Approach Using Large-scale Data in South Africa," Working Papers 142, JICA Research Institute.
    21. García-Gómez, Pilar, 2011. "Institutions, health shocks and labour market outcomes across Europe," Journal of Health Economics, Elsevier, vol. 30(1), pages 200-213, January.
    22. 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.

    More about this item

    Keywords

    disability; labor force participation; probit; propensity score matching;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models

    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:met:wpaper:1608. 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: Erol Taymaz (email available below). General contact details of provider: https://edirc.repec.org/data/ermettr.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.