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Disability Grant and Individual Labour Force Participation: The Case of South Africa

Author

Listed:
  • George Mutasa

    (Development Policy Research Unit
    Researcher)

Abstract

Despite the explosive growth in the number of people receiving disability benefits in South Africa, very little is known about the labour supply effects of the disability grant (DG). This study investigates the impact of disability grant receipt on labour force participation. Consideration is given to potential bias that may arise from unobserved confounding factors. The study utilises data drawn from the 2007 wave of the General Household Survey (GHS) and implements a three-step methodology in a comparative perspective. Firstly, a standard probit regression of labour force participation is applied, followed by an instrumental variable regression to correct for possible endogeneity of DG take up. Finally, the sensitivity and robustness of the results is checked by implementing a variety of propensity score matching techniques. The results overall suggest that the DG receipt has substantial work disincentive effects, but the magnitude of the effect differs between parametric and non-parametric estimators.

Suggested Citation

  • George Mutasa, 2012. "Disability Grant and Individual Labour Force Participation: The Case of South Africa," Working Papers 12156, University of Cape Town, Development Policy Research Unit.
  • Handle: RePEc:ctw:wpaper:12156
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    File URL: http://hdl.handle.net/11427/7299
    File Function: First version, 2012
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    References listed on IDEAS

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    1. Haveman, Robert H. & Wolfe, Barbara L., 1984. "Disability transfers and early retirement: a casual relationship?," Journal of Public Economics, Elsevier, vol. 24(1), pages 47-66, June.
    2. Philip de Jong & Maarten Lindeboom & Bas van der Klaauw, 2011. "Screening Disability Insurance Applications," Journal of the European Economic Association, European Economic Association, vol. 9(1), pages 106-129, February.
    3. Esther Duflo, 2003. "Grandmothers and Granddaughters: Old-Age Pensions and Intrahousehold Allocation in South Africa," The World Bank Economic Review, World Bank, vol. 17(1), pages 1-25, June.
    4. Anne Case, 2004. "Does Money Protect Health Status? Evidence from South African Pensions," NBER Chapters, in: Perspectives on the Economics of Aging, pages 287-312, National Bureau of Economic Research, Inc.
    5. Hugo Benitez-Silva & Moshe Buchinsky & John Rust, 2004. "How Large are the Classification Errors in the Social Security Disability Award Process?," NBER Working Papers 10219, National Bureau of Economic Research, Inc.
    6. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    7. Gruber, Jonathan & Kubik, Jeffrey D., 1997. "Disability insurance rejection rates and the labor supply of older workers," Journal of Public Economics, Elsevier, vol. 64(1), pages 1-23, April.
    8. 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.
    9. Jonathan Gruber, 2000. "Disability Insurance Benefits and Labor Supply," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1162-1183, December.
    10. Blanchard, Olivier & Wolfers, Justin, 2000. "The Role of Shocks and Institutions in the Rise of European Unemployment: The Aggregate Evidence," Economic Journal, Royal Economic Society, vol. 110(462), pages 1-33, March.
    11. 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.
    12. Halpern, Janice & Hausman, Jerry A., 1986. "Choice under uncertainty: A model of applications for the social security disability insurance program," Journal of Public Economics, Elsevier, vol. 31(2), pages 131-161, November.
    13. Bound, John, 1989. "The Health and Earnings of Rejected Disability Insurance Applicants," American Economic Review, American Economic Association, vol. 79(3), pages 482-503, June.
    14. Case, Anne & Deaton, Angus, 1998. "Large Cash Transfers to the Elderly in South Africa," Economic Journal, Royal Economic Society, vol. 108(450), pages 1330-1361, September.
    15. 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.
    16. Daniela Casale & Dorrit Posel, 2002. "The Continued Feminisation Of The Labour Force In South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 70(1), pages 156-184, March.
    17. Blundell, Richard & Macurdy, Thomas, 1999. "Labor supply: A review of alternative approaches," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 27, pages 1559-1695, Elsevier.
    18. Feldstein, Martin & Poterba, James, 1984. "Unemployment insurance and reservation wages," Journal of Public Economics, Elsevier, vol. 23(1-2), pages 141-167.
    19. Marianne Bertrand & Sendhil Mullainathan & Douglas Miller, 2003. "Public Policy and Extended Families: Evidence from Pensions in South Africa," The World Bank Economic Review, World Bank, vol. 17(1), pages 27-50, June.
    20. Eric V. Edmonds & Kristin Mammen & Douglas L. Miller, 2005. "Rearranging the Family?: Income Support and Elderly Living Arrangements in a Low-Income Country," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    21. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    22. repec:eee:labchp:v:3:y:1999:i:pc:p:3417-3528 is not listed on IDEAS
    23. 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.
    24. Stephen R. G. Jones, 1988. "The Relationship Between Unemployment Spells and Reservation Wages as a Test of Search Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(4), pages 741-765.
    25. Pierre Cahuc & André Zylberberg, 2004. "Labor Economics," MIT Press Books, The MIT Press, edition 1, volume 1, number 026203316x, December.
    26. Gorter, Dirk & Gorter, Cees, 1993. "The Relation between Unemployment Benefits, the Reservation Wage and Search Duration," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 55(2), pages 199-214, May.
    27. Dehejia, Rajeev, 2005. "Practical propensity score matching: a reply to Smith and Todd," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 355-364.
    28. Haveman, Robert H & Wolfe, Barbara L, 1984. "The Decline in Male Labor Force Participation: Comment," Journal of Political Economy, University of Chicago Press, vol. 92(3), pages 532-541, June.
    29. Michele Campolieti, 2004. "Disability Insurance Benefits and Labor Supply: Some Additional Evidence," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 863-890, October.
    30. Frikkie Booysen & Servaas Van Der Berg, 2005. "The Role Of Social Grants In Mitigating The Socio‐Economic Impact Of Hiv/Aids In Two Free State Communities1," South African Journal of Economics, Economic Society of South Africa, vol. 73(s1), pages 545-563, December.
    31. Anne Case & Cally Ardington, 2006. "The impact of parental death on school outcomes: Longitudinal evidence from South Africa," Demography, Springer;Population Association of America (PAA), vol. 43(3), pages 401-420, August.
    32. Taryn Dinkelman, 2004. "How Household Context Affects Search Outcomes Of The Unemployed In Kwazulu‐Natal, South Africa," South African Journal of Economics, Economic Society of South Africa, vol. 72(3), pages 484-521, September.
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    Cited by:

    1. Haroon Bhorat & Timothy Köhler & David de Villiers, 2023. "Can Cash Transfers to the Unemployed Support Economic Activity? Evidence from South Africa," Working Papers 202301, University of Cape Town, Development Policy Research Unit.

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    More about this item

    Keywords

    Disability Grant; Labour Force participation; Propensity score;
    All these keywords.

    JEL classification:

    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J68 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Public Policy

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