Chronic diseases and labour force participation in Australia
We examine the impact of several chronic diseases on the probability of labour force participation using data from the Australian National Health Surveys. An endogenous multivariate probit model is used to account for the potential endogeneity of the incidence of chronic conditions such as diabetes, cardiovascular diseases and mental illnesses. The cross-equation correlations are significant, rejecting the exogeneity of the chronic illnesses. Marginal effects of exogenous socio-demographic and lifestyle variables are estimated through their direct effects on labour market participation and indirect effects via the chronic diseases. The treatment effects of chronic diseases on labour force participation are estimated via conditional probabilities using five-dimensional normal distributions. The estimated effects differ by gender and age groups. Although computationally more demanding, these treatment effects are compared with results from a univariate model treating the chronic conditions exogenous and the structural effects from the multivariate probit model; both significantly overestimate the effects.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-55, March-Apr.
- Campolieti, Michele, 2002. "Disability and the labor force participation of older men in Canada," Labour Economics, Elsevier, vol. 9(3), pages 405-432, July.
- William H. Greene, 1998. "Gender Economics Courses in Liberal Arts Colleges: Further Results," The Journal of Economic Education, Taylor & Francis Journals, vol. 29(4), pages 291-300, January.
- 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.
- Debra S. Dwyer & Olivia S. Mitchell, .
"Health Problems as Determinants of Retirement: Are Self-Rated Measures Endogenous?,"
Pension Research Council Working Papers
98-7, Wharton School Pension Research Council, University of Pennsylvania.
- 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.
- Debra Sabatini Dwyer & Olivia S. Mitchell, 1998. "Health Problems as Determinants of Retirement: Are Self-Rated Measures Endogenous?," NBER Working Papers 6503, National Bureau of Economic Research, Inc.
- Elena Bastida & José A. Pagán, 2002. "The impact of diabetes on adult employment and earnings of Mexican Americans: Findings from a community based study," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 403-413.
- Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
- Janet Currie & Brigitte C. Madrian, 1998.
"Health, Health Insurance and the Labor Market,"
JCPR Working Papers
27, Northwestern University/University of Chicago Joint Center for Poverty Research.
- 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.
- Heckman, James J, 1978.
"Dummy Endogenous Variables in a Simultaneous Equation System,"
Econometric Society, vol. 46(4), pages 931-59, July.
- James J. Heckman, 1977. "Dummy Endogenous Variables in a Simultaneous Equation System," NBER Working Papers 0177, National Bureau of Economic Research, Inc.
- Michael Grossman, 1999. "The Human Capital Model of the Demand for Health," NBER Working Papers 7078, National Bureau of Economic Research, Inc.
- Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74, pages 132.
- Li Mingliang & Tobias Justin L, 2006. "Bayesian Analysis of Structural Effects in an Ordered Equation System," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 10(4), pages 1-24, December.
- K. K. Lancaster, 2010. "A New Approach to Consumer Theory," Levine's Working Paper Archive 1385, David K. Levine.
- 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.
- Bound, John & Schoenbaum, Michael & Stinebrickner, Todd R. & Waidmann, Timothy, 1999.
"The dynamic effects of health on the labor force transitions of older workers,"
Elsevier, vol. 6(2), pages 179-202, June.
- John Bound & Michael Schoenbaum & Todd R. Stinebrickner & Timothy Waidmann, 1998. "The Dynamic Effects of Health on the Labor Force Transitions of Older Workers," NBER Working Papers 6777, National Bureau of Economic Research, Inc.
- Richard Disney & Carl Emmerson & Matthew Wakefield, 2003.
"Ill health and retirement in Britain: a panel data based analysis,"
IFS Working Papers
W03/02, Institute for Fiscal Studies.
- 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.
- Butterworth, Peter & Gill, Sarah C. & Rodgers, Bryan & Anstey, Kaarin J. & Villamil, Elena & Melzer, David, 2006. "Retirement and mental health: Analysis of the Australian national survey of mental health and well-being," Social Science & Medicine, Elsevier, vol. 62(5), pages 1179-1191, March.
- Kahn, Matthew E, 1998. "Health and Labor Market Performance: The Case of Diabetes," Journal of Labor Economics, University of Chicago Press, vol. 16(4), pages 878-99, October.
- H. Shelton Brown & José A. Pagán & Elena Bastida, 2005. "The impact of diabetes on employment: genetic IVs in a bivariate probit," Health Economics, John Wiley & Sons, Ltd., vol. 14(5), pages 537-544.
- 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.
- Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
When requesting a correction, please mention this item's handle: RePEc:eee:jhecon:v:28:y:2009:i:1:p:91-108. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Zhang, Lei)
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 references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.