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Subjective Health Expectations

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  • Juergen Jung

    (Indiana University Bloomington)

Abstract

In this paper, I derive subjective health expectations curves using the RAND-HRS data. These curves can be used in the estimation of structural life-cycle models. I first construct "health tables" from the RAND-HRS data and update subjective health expectations with information from these tables. The Bayesian updating mechanism corrects for focal point responses and reporting errors of the original health expectations variable. In addition, I test the quality of the health expectations measure and describe its correlation with various health indicators and other individual characteristics. I find that subjective health expectations do contain additional information that is not incorporated in subjective mortality expectations and that the rational expectations assumption cannot be rejected for subjective health expectations.

Suggested Citation

  • Juergen Jung, 2008. "Subjective Health Expectations," CAEPR Working Papers 2008-016, Center for Applied Economics and Policy Research, Department of Economics, Indiana University Bloomington.
  • Handle: RePEc:inu:caeprp:2008016
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    as
    1. A. Ludwig & A. Zimper, 2013. "A parsimonious model of subjective life expectancy," Theory and Decision, Springer, vol. 75(4), pages 519-541, October.
    2. Pesaran, M. Hashem & Weale, Martin, 2006. "Survey Expectations," Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 1, chapter 14, pages 715-776, Elsevier.
    3. 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.
    4. Chetan Dave, 2011. "Are Investment Expectations Rational, Adaptive Or Regressive?," Economic Inquiry, Western Economic Association International, vol. 49(1), pages 212-225, January.
    5. Das, Marcel & van Soest, Arthur, 1997. "Expected and realized income changes: Evidence from the Dutch socio-economic panel," Journal of Economic Behavior & Organization, Elsevier, vol. 32(1), pages 137-154, January.
    6. Hugo Benítez-Silva & Debra Dwyer & Wayne-Roy Gayle & Thomas Muench, 2008. "Expectations in micro data: rationality revisited," Empirical Economics, Springer, vol. 34(2), pages 381-416, March.
    7. Gabriel Picone & Frank Sloan & Donald Taylor, 2004. "Effects of Risk and Time Preference and Expected Longevity on Demand for Medical Tests," Journal of Risk and Uncertainty, Springer, vol. 28(1), pages 39-53, January.
    8. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    9. 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.
    10. Kristin J. Kleinjans & Arthur Van Soest, 2014. "Rounding, Focal Point Answers And Nonresponse To Subjective Probability Questions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 567-585, June.
    11. Michael D. Hurd & Kathleen McGarry, 1995. "Evaluation of the Subjective Probabilities of Survival in the Health and Retirement Study," Journal of Human Resources, University of Wisconsin Press, vol. 30, pages 268-292.
    12. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.
    13. Das, Marcel & van Soest, Arthur, 1999. "A panel data model for subjective information on household income growth," Journal of Economic Behavior & Organization, Elsevier, vol. 40(4), pages 409-426, December.
    14. Eric French, 2005. "The Effects of Health, Wealth, and Wages on Labour Supply and Retirement Behaviour," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(2), pages 395-427.
    15. Fonseca, Raquel & Michaud, Pierre-Carl & Galama, Titus & Kapteyn, Arie, 2009. "On The Rise of Health Spending and Longevity," IZA Discussion Papers 4622, Institute for the Study of Labor (IZA).
    16. B. Douglas Bernheim, 1990. "How Do the Elderly Form Expectations? An Analysis of Responses to New Information," NBER Chapters, in: Issues in the Economics of Aging, pages 259-286, National Bureau of Economic Research, Inc.
    17. 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.
    18. Fuchs, Victor R., 2000. "The future of health economics1," Journal of Health Economics, Elsevier, vol. 19(2), pages 141-157, March.
    19. Todd Elder, 2007. "Subjective Survival Probabilities in the Health and Retirement Study: Systematic Biases and Predictive Validity," Working Papers wp159, University of Michigan, Michigan Retirement Research Center.
    20. F. Thomas Juster & Richard Suzman, 1995. "An Overview of the Health and Retirement Study," Journal of Human Resources, University of Wisconsin Press, vol. 30, pages 7-56.
    21. Robert E. Hall & Charles I. Jones, 2007. "The Value of Life and the Rise in Health Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 39-72.
    22. Robert B. Wallace & A. Regula Herzog, 1995. "Overview of the Health Measures in the Health and Retirement Study," Journal of Human Resources, University of Wisconsin Press, vol. 30, pages 84-107.
    23. Owen O'Donnell & Federica Teppa & Eddy van Doorslaer, 2008. "Can subjective survival expectations explain retirement behaviour?," DNB Working Papers 188, Netherlands Central Bank, Research Department.
    24. Li Gan & Michael D. Hurd & Daniel L. McFadden, 2005. "Individual Subjective Survival Curves," NBER Chapters, in: Analyses in the Economics of Aging, pages 377-412, National Bureau of Economic Research, Inc.
    25. David E. Bloom & David Canning & Michael Moore & Younghwan Song, 2007. "The Effect of Subjective Survival Probabilities on Retirement and Wealth in the United States," Chapters, in: Robert L. Clark & Naohiro Ogawa & Andrew Mason (ed.), Population Aging, Intergenerational Transfers and the Macroeconomy, chapter 4, Edward Elgar Publishing.
    26. Michael D. Hurd & Kathleen McGarry, 2002. "The Predictive Validity of Subjective Probabilities of Survival," Economic Journal, Royal Economic Society, vol. 112(482), pages 966-985, October.
    27. Yang Wang, 2014. "Dynamic Implications of Subjective Expectations: Evidence from Adult Smokers," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 1-37, January.
    28. Richard G. Frank, 2004. "Behavioral Economics and Health Economics," NBER Working Papers 10881, National Bureau of Economic Research, Inc.
    29. Michael D. Hurd, 2009. "Subjective Probabilities in Household Surveys," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 543-564, May.
    30. Juergen Jung & Chung Tran, 2016. "Market Inefficiency, Insurance Mandate and Welfare: U.S. Health Care Reform 2010," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 20, pages 132-159, April.
    31. Michael Perry, 2005. "Estimating Life Cycle Effects of Survival Probabilities in the Health and Retirement Study," Working Papers wp103, University of Michigan, Michigan Retirement Research Center.
    32. Jeffrey R. Brown & Amy Finkelstein, 2011. "Insuring Long-Term Care in the United States," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 119-142, Fall.
    33. Ahmed Khwaja & Frank Sloan & Sukyung Chung, 2007. "The relationship between individual expectations and behaviors: Mortality expectations and smoking decisions," Journal of Risk and Uncertainty, Springer, vol. 35(2), pages 179-201, October.
    34. Beni­tez-Silva, Hugo & Ni, Huan, 2008. "Health status and health dynamics in an empirical model of expected longevity," Journal of Health Economics, Elsevier, vol. 27(3), pages 564-584, May.
    35. M. Christopher Auld, 2002. "Disentangling the effects of morbidity and life expectancy on labor market outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 11(6), pages 471-483, September.
    36. Robert L. Clark & Naohiro Ogawa & Andrew Mason (ed.), 2007. "Population Aging, Intergenerational Transfers and the Macroeconomy," Books, Edward Elgar Publishing, number 12608.
    37. V. Kerry Smith & Donald H. Taylor & Frank A. Sloan, 2001. "Longevity Expectations and Death: Can People Predict Their Own Demise?," American Economic Review, American Economic Association, vol. 91(4), pages 1126-1134, September.
    38. David A. Wise, 1990. "Issues in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise90-1.
    39. Charles F. Manski, 2004. "Measuring Expectations," Econometrica, Econometric Society, vol. 72(5), pages 1329-1376, September.
    40. Sikandar Siddiqui, 1997. "The impact of health on retirement behaviour: empirical evidence from West Germany," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 425-438, July.
    41. repec:tiu:tiutis:bdbe10dd-649c-4521-ab28-7aa051a5bf82 is not listed on IDEAS
    42. 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.
    43. David A. Wise, 2005. "Analyses in the Economics of Aging," NBER Books, National Bureau of Economic Research, Inc, number wise05-1.
    44. Fonseca, Raquel & Michaud, Pierre-Carl & Galama, Titus & Kapteyn, Arie, 2009. "On The Rise of Health Spending and Longevity," IZA Discussion Papers 4622, Institute of Labor Economics (IZA).
    45. 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.
    46. Crossley, Thomas F. & Kennedy, Steven, 2002. "The reliability of self-assessed health status," Journal of Health Economics, Elsevier, vol. 21(4), pages 643-658, July.
    47. Hurd, Michael D, 1989. "Mortality Risk and Bequests," Econometrica, Econometric Society, vol. 57(4), pages 779-813, July.
    48. Hanming Fang & Michael Keane & Ahmed Khwaja & Martin Salm & Dan Silverman, 2007. "Testing the Mechanisms of Structural Models: The Case of the Mickey Mantle Effect," American Economic Review, American Economic Association, vol. 97(2), pages 53-59, May.
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    3. Aylit Tina Romm, 2014. "An interpretation of focal point responses as non-additive beliefs," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 9(5), pages 387-402, September.
    4. repec:cup:judgdm:v:9:y:2014:i:5:p:387-402 is not listed on IDEAS
    5. Daniel Gottlieb & Kent Smetters, 2021. "Lapse-Based Insurance," American Economic Review, American Economic Association, vol. 111(8), pages 2377-2416, August.
    6. Robin L. Lumsdaine & Rogier J.D. Potter van Loon, 2013. "Wall Street vs. Main Street: An Evaluation of Probabilities," NBER Working Papers 19103, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    Subjective Health Expectations; Health Expectations; Bayesian Updating of Expectations;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

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