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Ageing Workforces, Ill‐health and Multi‐state Labour Market Transitions

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  • Mark N. Harris
  • Xueyan Zhao
  • Eugenio Zucchelli

Abstract

We provide novel evidence on the effects of ill‐health on the dynamics of labour state transitions by considering retirement as mobility between full‐time work, part‐time work, self‐employment and inactivity. We employ a dynamic multi‐state model which accounts for state dependence and different types of unobservables. Our model allows for both individual heterogeneity and labour‐state gravity as well as correlations between labour market states. We estimate this model on rich longitudinal data from the Household, Income and Labour Dynamics in Australia Survey. We find that both ill‐health and health shocks greatly increase the probability of leaving full‐time employment and moving into inactivity. Simulated dynamic trajectories suggest larger impacts of long‐term health conditions than those of a one‐off health shock and some evidence of health‐driven retirement pathways via part‐time work and self‐employment. Our findings also indicate that the effects of health changes could be underestimated and the magnitude of true labour market state dependence overestimated if individual effects or labour dynamic transitions are not accounted for in the model.

Suggested Citation

  • Mark N. Harris & Xueyan Zhao & Eugenio Zucchelli, 2021. "Ageing Workforces, Ill‐health and Multi‐state Labour Market Transitions," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 83(1), pages 199-227, February.
    • Handle: RePEc:bla:obuest:v:83:y:2021:i:1:p:199-227
    DOI: 10.1111/obes.12379
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    1. David E. Bloom & David Canning & Günther Fink, 2010. "Implications of population ageing for economic growth," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 26(4), pages 583-612, Winter.
    2. Zhang, Xiaohui & Zhao, Xueyan & Harris, Anthony, 2009. "Chronic diseases and labour force participation in Australia," Journal of Health Economics, Elsevier, vol. 28(1), pages 91-108, January.
    3. Blanchflower, David G., 2000. "Self-employment in OECD countries," Labour Economics, Elsevier, vol. 7(5), pages 471-505, September.
    4. Small, Kenneth A, 1987. "A Discrete Choice Model for Ordered Alternatives," Econometrica, Econometric Society, vol. 55(2), pages 409-424, March.
    5. 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.
    6. Stephen Pudney & Michael Shields, 2000. "Gender, race, pay and promotion in the British nursing profession: estimation of a generalized ordered probit model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 15(4), pages 367-399.
    7. Richard Blundell & Costas Meghir & Sarah Smith, 2002. "Pension Incentives and the Pattern of Early Retirement," Economic Journal, Royal Economic Society, vol. 112(478), pages 153-170, March.
    8. Peracchi, Franco & Welch, Finis, 1994. "Trends in Labor Force Transitions of Older Men and Women," Journal of Labor Economics, University of Chicago Press, vol. 12(2), pages 210-242, April.
    9. 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.
    10. Stephen Knights & Mark N. Harris & Joanne Loundes, 2002. "Dynamic Relationships in the Australian Labour Market: Heterogeneity and State Dependence," The Economic Record, The Economic Society of Australia, vol. 78(242), pages 284-298, September.
    11. Dean R. Hyslop, 1999. "State Dependence, Serial Correlation and Heterogeneity in Intertemporal Labor Force Participation of Married Women," Econometrica, Econometric Society, vol. 67(6), pages 1255-1294, November.
    12. Kannika Damrongplasit & Cheng Hsiao & Xueyan Zhao, 2019. "Health status and labour market outcome: Empirical evidence from Australia," Pacific Economic Review, Wiley Blackwell, vol. 24(2), pages 269-292, May.
    13. Brenda Gannon & Jennifer Roberts, 2011. "Part-time work and health among older workers in Ireland and Britain," Applied Economics, Taylor & Francis Journals, vol. 43(30), pages 4749-4757.
    14. Doreen Wing Han Au & Thomas F. Crossley & Martin Schellhorn, 2005. "The effect of health changes and long‐term health on the work activity of older Canadians," Health Economics, John Wiley & Sons, Ltd., vol. 14(10), pages 999-1018, October.
    15. Marcel Kerkhofs & Maarten Lindeboom, 1995. "Subjective health measures and state dependent reporting errors," Health Economics, John Wiley & Sons, Ltd., vol. 4(3), pages 221-235, May.
    16. Brown, Sarah & Fry, Tim R.L. & Harris, Mark N., 2008. "Untangling supply and demand in occupational choice," Economics Letters, Elsevier, vol. 99(2), pages 414-417, May.
    17. 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.
    18. Sergi Jiménez‐Martín & José M. Labeaga & Cristina Vilaplana Prieto, 2006. "A sequential model of older workers' labor force transitions after a health shock," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 1033-1054, September.
    19. Kerkhofs, Marcel & Lindeboom, Maarten & Theeuwes, Jules, 1999. "Retirement, financial incentives and health," Labour Economics, Elsevier, vol. 6(2), pages 203-227, June.
    20. Donald Bruce & Douglas Holtz-Eakin & Joseph F. Quinn, 2000. "Self-Employment and Labor Market Transitions at Older Ages," Boston College Working Papers in Economics 490, Boston College Department of Economics.
    21. Harris, Mark N. & Ramful, Preety & Zhao, Xueyan, 2006. "An ordered generalised extreme value model with application to alcohol consumption in Australia," Journal of Health Economics, Elsevier, vol. 25(4), pages 782-801, July.
    22. 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.
    23. Lindeboom, Maarten & van Doorslaer, Eddy, 2004. "Cut-point shift and index shift in self-reported health," Journal of Health Economics, Elsevier, vol. 23(6), pages 1083-1099, November.
    24. Kenneth Train ., 2000. "Halton Sequences for Mixed Logit," Economics Working Papers E00-278, University of California at Berkeley.
    25. Gloria J. Bazzoli, 1985. "The Early Retirement Decision: New Empirical Evidence on the Influence of Health," Journal of Human Resources, University of Wisconsin Press, vol. 20(2), pages 214-234.
    26. Umut Oguzoglu, 2011. "Severity of Work Disability and Work," The Economic Record, The Economic Society of Australia, vol. 87(278), pages 370-383, September.
    27. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, October.
    28. 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.
    29. Blundell, R. & French, E. & Tetlow, G., 2016. "Retirement Incentives and Labor Supply," Handbook of the Economics of Population Aging, in: Piggott, John & Woodland, Alan (ed.), Handbook of the Economics of Population Aging, edition 1, volume 1, chapter 0, pages 457-566, Elsevier.
    30. Haan, Peter, 2010. "A Multi-state model of state dependence in labor supply: Intertemporal labor supply effects of a shift from joint to individual taxation," Labour Economics, Elsevier, vol. 17(2), pages 323-335, April.
    31. Fry, Tim R. L. & Harris, Mark N., 1996. "A Monte Carlo study of tests for the independence of irrelevant alternatives property," Transportation Research Part B: Methodological, Elsevier, vol. 30(1), pages 19-30, February.
    32. Hielke Buddelmeyer & Mark Wooden, 2011. "Transitions Out of Casual Employment: The Australian Experience," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(1), pages 109-130, January.
    33. Maarten Lindeboom & Marcel Kerkhofs, 2009. "Health and work of the elderly: subjective health measures, reporting errors and endogeneity in the relationship between health and work," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(6), pages 1024-1046.
    34. repec:bla:ecorec:v:78:y:2002:i:242:p:284-98 is not listed on IDEAS
    35. Ruhm, Christopher J, 1990. "Bridge Jobs and Partial Retirement," Journal of Labor Economics, University of Chicago Press, vol. 8(4), pages 482-501, October.
    36. 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.
    37. Disney, Richard & Emmerson, Carl & Wakefield, Matthew, 2006. "Ill health and retirement in Britain: A panel data-based analysis," Journal of Health Economics, Elsevier, vol. 25(4), pages 621-649, July.
    38. Black, Nicole & Johnston, David W. & Suziedelyte, Agne, 2017. "Justification bias in self-reported disability: New evidence from panel data," Journal of Health Economics, Elsevier, vol. 54(C), pages 124-134.
    39. Mundlak, Yair, 1978. "On the Pooling of Time Series and Cross Section Data," Econometrica, Econometric Society, vol. 46(1), pages 69-85, January.
    40. Wilbert van der Klaauw, 1996. "Female Labour Supply and Marital Status Decisions: A Life-Cycle Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 63(2), pages 199-235.
    41. Jones, Andrew M. & Rice, Nigel & Roberts, Jennifer, 2010. "Sick of work or too sick to work? Evidence on self-reported health shocks and early retirement from the BHPS," Economic Modelling, Elsevier, vol. 27(4), pages 866-880, July.
    42. Steven Stern, 1989. "Measuring the Effect of Disability on Labor Force Participation," Journal of Human Resources, University of Wisconsin Press, vol. 24(3), pages 361-395.
    43. Kathryn H. Anderson & Richard V. Burkhauser, 1985. "The Retirement-Health Nexus: A New Measure of an Old Puzzle," Journal of Human Resources, University of Wisconsin Press, vol. 20(3), pages 315-330.
    44. Griliches, Zvi, 1974. "Errors in Variables and Other Unobservables," Econometrica, Econometric Society, vol. 42(6), pages 971-998, November.
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