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Disability and Multi-State Labour Force Choices with State Dependence

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  • Umut Oguzoglu

Abstract

I use a dynamic mixed multinomial logit model with unobserved heterogeneity to study the impact of work limiting disabilities on disaggregated labour choices. The first seven waves of the Household Income and Labour Dynamics in Australia survey are used to investigate this relationship. Findings point out to strong state dependence in employment choices. Further, the impact of disability on employment outcomes is highly significant. Model simulations suggest that high cross and own state dependence can amplify a one-off disability shock to alter the probability of full time employment and nonparticipation permanently, especially for low skilled individuals.
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  • Umut Oguzoglu, 2016. "Disability and Multi-State Labour Force Choices with State Dependence," The Economic Record, The Economic Society of Australia, vol. 92(296), pages 28-46, March.
    • Handle: RePEc:bla:ecorec:v:92:y:2016:i:296:p:28-46
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    as
    1. Gerfin, Michael & Lechner, Michael & Steiger, Heidi, 2005. "Does subsidised temporary employment get the unemployed back to work? Aneconometric analysis of two different schemes," Labour Economics, Elsevier, vol. 12(6), pages 807-835, December.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Barry McCormick, 1990. "A Theory of Signalling During Job Search, Employment Efficiency, and "Stigmatised" Jobs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(2), pages 299-313.
    4. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    5. Henry S. Farber, 1999. "Alternative and Part-Time Employment Arrangements as a Response to Job Loss," NBER Working Papers 7002, National Bureau of Economic Research, Inc.
    6. 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.
    7. Regina T. Riphahn, 1999. "Income and employment effects of health shocks A test case for the German welfare state," Journal of Population Economics, Springer;European Society for Population Economics, vol. 12(3), pages 363-389.
    8. Victoria Prowse, 2012. "Modeling Employment Dynamics With State Dependence and Unobserved Heterogeneity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(3), pages 411-431, April.
    9. Kapteyn, Arie & Smith, James P. & van Soest, Arthur, 2008. "Dynamics of work disability and pain," Journal of Health Economics, Elsevier, vol. 27(2), pages 496-509, March.
    10. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    11. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    12. Jan-Maarten van Sonsbeek & Raymond H. J. M. Gradus, 2013. "Estimating the effects of recent disability reforms in the Netherlands," Oxford Economic Papers, Oxford University Press, vol. 65(4), pages 832-855, October.
    13. Nicole Watson & Mark Wooden, 2004. "The HILDA Survey Four Years On," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 37(3), pages 343-349, September.
    14. Bart Cockx & Christian Goebel & Stéphane Robin, 2013. "Can income support for part-time workers serve as a stepping-stone to regular jobs? An application to young long-term unemployed women," Empirical Economics, Springer, vol. 44(1), pages 189-229, February.
    15. Yin King Fok & Sung-Hee Jeon & Roger Wilkins, 2013. "Does part-time employment help or hinder single mothers' movements into full-time employment?," Oxford Economic Papers, Oxford University Press, vol. 65(2), pages 523-547, April.
    16. Albert Ma, Ching-to & Weiss, Andrew M., 1993. "A signaling theory of unemployment," European Economic Review, Elsevier, vol. 37(1), pages 135-157, January.
    17. Roger Wilkins, 2004. "The Effects of Disability on Labour Force Status in Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 37(4), pages 359-382, December.
    18. 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.
    19. Lixin Cai, 2009. "Is self-reported disability status endogenous to labour force status?," Applied Economics Letters, Taylor & Francis Journals, vol. 16(5), pages 459-464.
    20. Umut Oguzoglu, 2011. "Severity of Work Disability and Work," The Economic Record, The Economic Society of Australia, vol. 87(278), pages 370-383, September.
    21. Brenda Gannon, 2005. "A dynamic analysis of disability and labour force participation in Ireland 1995–2000," Health Economics, John Wiley & Sons, Ltd., vol. 14(9), pages 925-938, September.
    22. Ruhm, Christopher J, 1991. "Are Workers Permanently Scarred by Job Displacements?," American Economic Review, American Economic Association, vol. 81(1), pages 319-324, March.
    23. repec:mpr:mprres:6153 is not listed on IDEAS
    24. 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.
    25. Umut Oguzoglu, 2010. "Dynamics of work limitation and work in Australia," Health Economics, John Wiley & Sons, Ltd., vol. 19(6), pages 656-669, June.
    26. Blank, Rebecca M, 1989. "The Role of Part-Time Work in Women's Labor Market Choices over Time," American Economic Review, American Economic Association, vol. 79(2), pages 295-299, May.
    27. Farber, Henry S, 1999. "Alternative and Part-Time Employment Arrangements as a Response to Job Loss," Journal of Labor Economics, University of Chicago Press, vol. 17(4), pages 142-169, October.
    28. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    29. McCall, Brian P, 1997. "The Determinants of Full-Time versus Part-Time Reemployment Following Job Displacement," Journal of Labor Economics, University of Chicago Press, vol. 15(4), pages 714-734, October.
    30. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    31. Melanie K. Jones, 2008. "Disability and the labour market: a review of the empirical evidence," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 35(5), pages 405-424, September.
    32. repec:mpr:mprres:6135 is not listed on IDEAS
    33. Campolieti, Michele, 2002. "Disability and the labor force participation of older men in Canada," Labour Economics, Elsevier, vol. 9(3), pages 405-432, July.
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    Cited by:

    1. Jones, Melanie K & Mavromaras, Kostas & Sloane, Peter J & Wei, Zhang (NILS), 2011. "NILS Working paper no 176. Disability and job mismatches in the Australian labour market," NILS Working Papers 26074, National Institute of Labour Studies.
    2. Yi, DongGyu, 2014. "Three studies on environmental valuation," ISU General Staff Papers 201401010800005065, Iowa State University, Department of Economics.
    3. Jones, Melanie K. & Mavromaras, Kostas & Sloane, Peter J. & Wei, Zhang, 2015. "The Dynamic Effect of Disability on Work and Subjective Wellbeing in Australia," IZA Discussion Papers 9609, Institute of Labor Economics (IZA).
    4. Jing Zheng & Yuxin Pei & Ya Gao, 2020. "Social Media as a Disguise and an Aid: Disabled Women in the Cyber Workforce in China," Social Inclusion, Cogitatio Press, vol. 8(2), pages 104-113.
    5. Beusch, Elisabeth & Van Soest, Arthur, 2020. "A dynamic multinomial model of self-employment in the Netherlands," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 59, pages 5-32.
    6. Ki-Dong Lee & Seo-Hyeong Lee & Jong-Il Choe, 2018. "State dependence, individual heterogeneity, and the choice of employment status: evidence from Korea," Applied Economics, Taylor & Francis Journals, vol. 50(8), pages 824-837, February.
    7. Deborah A. Cobb‐Clark & Lihini De Silva, 2021. "Participation, Unemployment, and Wages," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 54(4), pages 482-493, December.
    8. 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.
    9. Danquah Michael & Schotte Simone & Sen Kunal, 2021. "Informal work in sub-Saharan Africa: Dead end or stepping-stone?," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 12(1), pages 1-44, January.
    10. Jones, Melanie K. & Mavromaras, Kostas & Sloane, Peter J. & Wei, Zhang, 2011. "Disability and Job Mismatches in the Australian Labour Market," IZA Discussion Papers 6152, Institute of Labor Economics (IZA).
    11. Allison Milner & Yamna Taouk & George Disney & Zoe Aitken & Jerome Rachele & Anne Kavanagh, 2018. "Employment predictors of exit from work among workers with disabilities: A survival analysis from the household income labour dynamics in Australia survey," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-14, December.

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    More about this item

    JEL classification:

    • J14 - Labor and Demographic Economics - - Demographic Economics - - - Economics of the Elderly; Economics of the Handicapped; Non-Labor Market Discrimination
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure

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