IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this article or follow this journal

Modelling opportunity in health under partial observability of circumstances

  • Pedro Rosa Dias

    (Centre for Health Economics, The University of York, UK)

This paper proposes a behavioural model of inequality of opportunity in health that integrates John Roemer's framework of inequality of opportunity with the Grossman model of health capital and demand for health. The model generates a recursive system of equations for health and lifestyles, which is then jointly estimated by full information maximum likelihood with freely correlated error terms. The analysis innovates by accounting for the presence of unobserved heterogeneity, therefore addressing the partial-circumstance problem, and by extending the examination of inequality of opportunity to health outcomes other than self-assessed health, such as long-standing illness, disability and mental health. The results provide evidence for the existence of third factors that simultaneously influence health outcomes and lifestyle choices, supporting the empirical relevance of the partial-circumstance problem. Accounting for these factors, the paper corroborates that the effect of parental and early circumstances on adult health disparities is paramount. However, the particular set of circumstances that affect each of the analysed health outcomes differs substantially. The results also show that differences in educational opportunities, and in social development in childhood, are crucial determinants of lifestyles in adulthood, which, in turn, shape the observed health inequalities. Copyright © 2010 John Wiley & Sons, Ltd.

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.

File URL: http://hdl.handle.net/10.1002/hec.1584
File Function: Link to full text; subscription required
Download Restriction: no

Article provided by John Wiley & Sons, Ltd. in its journal Health Economics.

Volume (Year): 19 (2010)
Issue (Month): 3 ()
Pages: 252-264

as
in new window

Handle: RePEc:wly:hlthec:v:19:y:2010:i:3:p:252-264
Contact details of provider: Web page: http://www3.interscience.wiley.com/cgi-bin/jhome/5749

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.:

as in new window
  1. Carbone, Jared C. & Kverndokk, Snorre & Rogeberg, Ole Jorgen, 2005. "Smoking, health, risk, and perception," Journal of Health Economics, Elsevier, vol. 24(4), pages 631-653, July.
  2. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
  3. 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.
  4. Fernando Galindo-Rueda & Anna Vignoles, 2004. "The Declining Relative Importance Of Ability In Predicting Educational Attainment," Royal Economic Society Annual Conference 2004 40, Royal Economic Society.
  5. Pedro Rosa Dias, 2009. "Inequality of opportunity in health: evidence from a UK cohort study," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1057-1074.
  6. Forster, Martin, 2001. "The meaning of death: some simulations of a model of healthy and unhealthy consumption," Journal of Health Economics, Elsevier, vol. 20(4), pages 613-638, July.
  7. Trannoy, Alain & Tubeuf, Sandy & Jusot, Florence & Devaux, Marion, 2010. "Inequality of Opportunities in Health in France: A First Pass," Economics Papers from University Paris Dauphine 123456789/268, Paris Dauphine University.
  8. Contoyannis, Paul & Jones, Andrew M., 2004. "Socio-economic status, health and lifestyle," Journal of Health Economics, Elsevier, vol. 23(5), pages 965-995, September.
  9. Jerome Adda & Valérie Lechene, 2004. "On the identification of the effect of smoking on mortality," CeMMAP working papers CWP13/04, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  10. John E. Roemer, 2002. "Equality of opportunity: A progress report," Social Choice and Welfare, Springer, vol. 19(2), pages 455-471, April.
  11. Dardanoni, Valentino & Wagstaff, Adam, 1990. "Uncertainty and the demand for medical care," Journal of Health Economics, Elsevier, vol. 9(1), pages 23-38, June.
  12. Pudney, Stephen & Shields, Michael A, 2000. " Gender and Racial Discrimination in Pay and Promotion for NHS Nurses," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(0), pages 801-35, Special I.
  13. Arnaud Lefranc & Nicolas Pistolesi & Alain Trannoy, 2006. "Equality of opportunity: Definitions and testable conditions, with an application to income in France," Working Papers 53, ECINEQ, Society for the Study of Economic Inequality.
  14. Contoyannis, Paul & Forster, Martin, 1999. "The distribution of health and income: a theoretical framework," Journal of Health Economics, Elsevier, vol. 18(5), pages 603-620, October.
  15. Lindeboom, Maarten & Llena-Nozal, Ana & van der Klaauw, Bas, 2006. "Disability and Work: The Role of Health Shocks and Childhood Circumstances," CEPR Discussion Papers 5685, C.E.P.R. Discussion Papers.
  16. Balia, Silvia & Jones, Andrew M., 2008. "Mortality, lifestyle and socio-economic status," Journal of Health Economics, Elsevier, vol. 27(1), pages 1-26, January.
  17. FLEURBAEY, Marc & SCHOKKAERT, Erik, 2007. "Unfair inequalities in health and health care," CORE Discussion Papers 2007090, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  18. Anne Case & Angela Fertig & Christina Paxson, 2004. "The Lasting Impact of Childhood Health and Circumstance," Working Papers 246, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  19. Pedro Carneiro & Claire Crawford & Alissa Goodman, 2007. "The Impact of Early Cognitive and Non-Cognitive Skills on Later Outcomes," CEE Discussion Papers 0092, Centre for the Economics of Education, LSE.
  20. Dardanoni, Valentino & Wagstaff, Adam, 1987. "Uncertainty, inequalities in health and the demand for health," Journal of Health Economics, Elsevier, vol. 6(4), pages 283-290, December.
  21. Kuh, D. J. L. & Wadsworth, M. E. J., 1993. "Physical health status at 36 years in a British national birth cohort," Social Science & Medicine, Elsevier, vol. 37(7), pages 905-916, October.
  22. David Roodman, 2009. "Estimating Fully Observed Recursive Mixed-Process Models with cmp," Working Papers 168, Center for Global Development.
  23. Mullahy, John & Portney, Paul R., 1990. "Air pollution, cigarette smoking, and the production of respiratory health," Journal of Health Economics, Elsevier, vol. 9(2), pages 193-205, September.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:wly:hlthec:v:19:y:2010:i:3:p:252-264. 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: (Wiley-Blackwell Digital Licensing)

or (Christopher F. Baum)

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.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.