Differential Mortality, Uncertain Medical Expenses, and the Saving of Elderly Singles
Abstract
People have heterogenous life expectancies: women live longer than men, rich people live longer than poor people, and healthy people live longer than sick people. People are also subject to heterogenous out-of-pocket medical expense risk. We construct a rich structural model of saving behavior for retired single households that accounts for this heterogeneity, and we estimate the model using AHEAD data and the method of simulated moments. We find that the risk of living long and facing high medical expenses goes a long way toward explaining the elderly's savings decisions. Specifically, medical expenses that rise quickly with both age and permanent income can explain why the elderly singles, and especially the richest ones, run down their assets so slowly. We also find that social insurance has a big impact on the elderly's savings.Download Info
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Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 12554.Length:
Date of creation: Oct 2006
Date of revision:
Handle: RePEc:nbr:nberwo:12554
Note: AG HE PE
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Keywords:Other versions of this item:
- Mariacristina De Nardi & Eric French & John Bailey Jones, 2006. "Differential Mortality, Uncertain Medical Expenses, and the Saving of Elderly Singles," 2006 Meeting Papers 46, Society for Economic Dynamics.
- Mariacristina De Nardi & Eric French & John Bailey Jones, 2005. "Differential mortality, uncertain medical expenses, and the saving of elderly singles," Working Paper Series WP-05-13, Federal Reserve Bank of Chicago.
- D1 - Microeconomics - - Household Behavior
- D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
- E2 - Macroeconomics and Monetary Economics - - Macroeconomics: Consumption, Saving, Production, Employment, and Investment
- H31 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Household
- H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
- I1 - Health, Education, and Welfare - - Health
This paper has been announced in the following NEP Reports:
- NEP-ALL-2006-10-14 (All new papers)
- NEP-DGE-2006-10-14 (Dynamic General Equilibrium)
- NEP-HEA-2006-10-14 (Health Economics)
- NEP-MAC-2006-10-14 (Macroeconomics)
- NEP-PBE-2006-10-14 (Public Economics)
References
References listed on IDEASPlease 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.:
- Michael D. Hurd & Daniel McFadden & Angela Merrill, 2001.
"Predictors of Mortality among the Elderly,"
NBER Chapters,
in: Themes in the Economics of Aging, pages 171-198
National Bureau of Economic Research, Inc.
- Michael Hurd & Daniel McFadden & Angela Merrill, 1999. "Predictors of Mortality Among the Elderly," NBER Working Papers 7440, National Bureau of Economic Research, Inc.
- Glenn R. Hubbard & Jonathan Skinner & Stephen P. Zeldes, .
"Precautionary Saving and Social Insurance,"
Rodney L. White Center for Financial Research Working Papers
3-95, Wharton School Rodney L. White Center for Financial Research.
- Hubbard, R Glenn & Skinner, Jonathan & Zeldes, Stephen P, 1995. "Precautionary Saving and Social Insurance," Journal of Political Economy, University of Chicago Press, vol. 103(2), pages 360-99, April.
- Glenn R. Hubbard & Jonathan Skinner & Stephen P. Zeldes, . "Precautionary Saving and Social Insurance," Rodney L. White Center for Financial Research Working Papers 03-95, Wharton School Rodney L. White Center for Financial Research.
- R. Glenn Hubbard & Jonathan Skinner & Stephen P. Zeldes, 1995. "Precautionary Saving and Social Insurance," NBER Working Papers 4884, National Bureau of Economic Research, Inc.
- O. Attanasio & H. W. Hoynes, .
"Differential mortality and wealth accumulation,"
Institute for Research on Poverty Discussion Papers
1079-96, University of Wisconsin Institute for Research on Poverty.
- Orazio P. Attanasio & Hilary Williamson Hoynes, 2000. "Differential Mortality and Wealth Accumulation," Journal of Human Resources, University of Wisconsin Press, vol. 35(1), pages 1-29.
- Orazio P. Attanasio & Hilary W. Hoynes, 1995. "Differential Mortality and Wealth Accumulation," NBER Working Papers 5126, National Bureau of Economic Research, Inc.
- Attanasio, O. & Hoynes, H.W., 1995. "Differential mortality and wealth accumulation," Open Access publications from University College London http://discovery.ucl.ac.u, University College London.
- Angus Deaton & Christina Paxson, 1999.
"Mortality, Education, Income, and Inequality among American Cohorts,"
NBER Working Papers
7140, National Bureau of Economic Research, Inc.
- Angus S. Deaton & Christina Paxson, 2001. "Mortality, Education, Income, and Inequality among American Cohorts," NBER Chapters, in: Themes in the Economics of Aging, pages 129-170 National Bureau of Economic Research, Inc.
- Angus Deaton & Christina Paxson, 1999. "Mortality, education, income and inequality among American cohorts," Working Papers 279, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
- James Banks & Richard Blundell & Sarah Tanner, 1995.
"Is there a retirement-savings puzzle?,"
IFS Working Papers
W95/04, Institute for Fiscal Studies.
- Banks, James & Blundell, Richard & Tanner, Sarah, 1998. "Is There a Retirement-Savings Puzzle?," American Economic Review, American Economic Association, vol. 88(4), pages 769-88, September.
- Duffie, Darrell & Singleton, Kenneth J, 1993. "Simulated Moments Estimation of Markov Models of Asset Prices," Econometrica, Econometric Society, vol. 61(4), pages 929-52, July.
- Li Gan & Michael Hurd & Daniel McFadden, 2003.
"Individual Subjective Survival Curves,"
NBER Working Papers
9480, National Bureau of Economic Research, Inc.
- 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.
- Tauchen, George & Hussey, Robert, 1991. "Quadrature-Based Methods for Obtaining Approximate Solutions to Nonlinear Asset Pricing Models," Econometrica, Econometric Society, vol. 59(2), pages 371-96, March.
- repec:att:wimass:9430 is not listed on IDEAS
- Hurd, Michael D, 1989. "Mortality Risk and Bequests," Econometrica, Econometric Society, vol. 57(4), pages 779-813, July.
- Orazio P. Attanasio & James Banks & Costas Meghir & Guglielmo Weber, 1995.
"Humps and Bumps in Lifetime Consumption,"
NBER Working Papers
5350, National Bureau of Economic Research, Inc.
- Attanasio, Orazio P, et al, 1999. "Humps and Bumps in Lifetime Consumption," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 22-35, January.
- Orazio Attanasio & James Banks & Costas Meghir & Guglielmo Weber, 1995. "Humps and bumps in lifetime consumption," IFS Working Papers W95/14, Institute for Fiscal Studies.
- Attanasio, O. & Banks, J. & Meghir, C. & Weber, G., 1995. "Humps and bumps in lifetime consumption," Open Access publications from University College London http://discovery.ucl.ac.u, University College London.
- Altonji, Joseph G & Segal, Lewis M, 1996.
"Small-Sample Bias in GMM Estimation of Covariance Structures,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 14(3), pages 353-66, July.
- Joseph G. Altonji & Lewis M. Segal, 1994. "Small sample bias in GMM estimation of covariance structures," Working Paper Series, Macroeconomic Issues 94-8, Federal Reserve Bank of Chicago.
- Joseph G. Altonji & Lewis M. Segal, 1994. "Small Sample Bias in GMM Estimation of Covariance Structures," NBER Technical Working Papers 0156, National Bureau of Economic Research, Inc.
- Angus Deaton, 1989.
"Saving and Liquidity Constraints,"
NBER Working Papers
3196, National Bureau of Economic Research, Inc.
- Deaton, Angus, 1991. "Saving and Liquidity Constraints," Econometrica, Econometric Society, vol. 59(5), pages 1221-48, September.
- Deaton, A., 1989. "Saving And Liquidity Constraints," Papers 153, Princeton, Woodrow Wilson School - Public and International Affairs.
- Shorrocks, A F, 1975. "The Age-Wealth Relationship: A Cross-Section and Cohort Analysis," The Review of Economics and Statistics, MIT Press, vol. 57(2), pages 155-63, May.
- Blau, David M., 2007.
"Retirement and Consumption in a Life Cycle Model,"
IZA Discussion Papers
2986, Institute for the Study of Labor (IZA).
- David M. Blau, 2008. "Retirement and Consumption in a Life Cycle Model," Journal of Labor Economics, University of Chicago Press, vol. 26, pages 35-71.
- Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
- Eric French and John Jones, 2001.
"The Effects of Health Insurance and Self-Insurance on Retirement Behavior,"
Computing in Economics and Finance 2001
24, Society for Computational Economics.
- Eric French & John Bailey Jones, 2011. "The Effects of Health Insurance and Self‐Insurance on Retirement Behavior," Econometrica, Econometric Society, vol. 79(3), pages 693-732, 05.
- Eric French & John Bailey Jones, 2001. "The effects of health insurance and self-insurance on retirement behavior," Working Paper Series WP-01-19, Federal Reserve Bank of Chicago.
- Eric French & John Bailey Jones, 2004. "The Effects of Health Insurance and Self-Insurance on Retirement Behavior," Working Papers, Center for Retirement Research at Boston College wp2004-12, Center for Retirement Research, revised Apr 2004.
- John Bailey Jones & Eric French, 2010. "The Effects of Health Insurance and Self-Insurance on Retirement Behavior," Discussion Papers 10-10, University at Albany, SUNY, Department of Economics.
- Eric French & John BaileyJones, 2007. "The Effects of Health Insurance and Self-Insurance on Retirement Behavior," Working Papers wp170, University of Michigan, Michigan Retirement Research Center.
- Davies, James B, 1981. "Uncertain Lifetime, Consumption, and Dissaving in Retirement," Journal of Political Economy, University of Chicago Press, vol. 89(3), pages 561-77, June.
- repec:att:wimass:9722 is not listed on IDEAS
- Pierre-Olivier Gourinchas & Jonathan A. Parker, 1999.
"Consumption Over the Life Cycle,"
NBER Working Papers
7271, National Bureau of Economic Research, Inc.
- Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
- Gourinchas, Pierre-Olivier & Parker, Jonathan A, 2000. "Consumption Over the Life-Cycle," CEPR Discussion Papers 2345, C.E.P.R. Discussion Papers.
- Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
- R. Glenn Hubbard & Jonathan Skinner & Stephen P. Zeldes, 1994.
"The Importance of Precautionary Motives in Explaining Individual and Aggregate Saving,"
NBER Working Papers
4516, National Bureau of Economic Research, Inc.
- Hubbard, R. Glenn & Skinner, Jonathan & Zeldes, Stephen P., 1994. "The importance of precautionary motives in explaining individual and aggregate saving," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 59-125, June.
- Daniel Feenberg & Jonathan Skinner, 1992.
"The Risk and Duration of Catastrophic Health Care Expenditures,"
NBER Working Papers
4147, National Bureau of Economic Research, Inc.
- Feenberg, Daniel & Skinner, Jonathan, 1994. "The Risk and Duration of Catastrophic Health Care Expenditures," The Review of Economics and Statistics, MIT Press, vol. 76(4), pages 633-47, November.
- Jesús Fernández-Villaverde & Dirk Krueger, 2003.
"Consumption over the Life Cycle: Some Facts from Consumer Expenditure Survey Data,"
Levine's Working Paper Archive
506439000000000304, David K. Levine.
- Jesus Fernandez-Villaverde & Dirk Krueger, 2002. "Consumption over the Life Cycle: Some Facts from Consumer Expenditure Survey Data," Centro de AltiÂsimos Estudios RiÂos Pe©rez(CAERP) 7, Centro de Altisimos Estudios Rios Perez (CAERP).
- Dirk Krueger & Jesus Fernandez-Villaverde, 2004. "Consumption over the Life Cycle: Some Facts from Consumer Expenditure Survey Data," 2004 Meeting Papers 173, Society for Economic Dynamics.
- Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-57, September.
- Lillard, L.A. & Weiss, Y., 1996.
"Uncertain Health and Survival: Efefcts on End-of-Life Consumption,"
Papers
7-96, Tel Aviv.
- Lillard, Lee A & Weiss, Yoram, 1997. "Uncertain Health and Survival: Effects on End-of-Life Consumption," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(2), pages 254-68, April.
- John Rust & Christopher Phelan, 1994.
"How Social Security and Medicare Affect Retirement Behavior in a World of Incomplete Markets,"
Public Economics
9406005, EconWPA, revised 06 Jul 1994.
- John Rust & Christopher Phelan, 1997. "How Social Security and Medicare Affect Retirement Behavior in a World of Incomplete Markets," Econometrica, Econometric Society, vol. 65(4), pages 781-832, July.
- Cagetti, Marco, 2003. "Wealth Accumulation over the Life Cycle and Precautionary Savings," Journal of Business & Economic Statistics, American Statistical Association, vol. 21(3), pages 339-53, July.
- Davies, James B. & Shorrocks, Anthony F., 2000. "The distribution of wealth," Handbook of Income Distribution, in: A.B. Atkinson & F. Bourguignon (ed.), Handbook of Income Distribution, edition 1, volume 1, chapter 11, pages 605-675 Elsevier.
- Palumbo, Michael G, 1999. "Uncertain Medical Expenses and Precautionary Saving Near the End of the Life Cycle," Review of Economic Studies, Wiley Blackwell, vol. 66(2), pages 395-421, April.
- Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2004.
"Do the Rich Save More?,"
Journal of Political Economy,
University of Chicago Press, vol. 112(2), pages 397-444, April.
- Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2000. "Do the rich save more?," Finance and Economics Discussion Series 2000-52, Board of Governors of the Federal Reserve System (U.S.).
- Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2000. "Do the Rich Save More?," NBER Working Papers 7906, National Bureau of Economic Research, Inc.
- K. Newey, Whitney, 1985. "Generalized method of moments specification testing," Journal of Econometrics, Elsevier, vol. 29(3), pages 229-256, September.
- Hubbard, R Glenn & Skinner, Jonathan & Zeldes, Stephen P, 1994. "Expanding the Life-Cycle Model: Precautionary Saving and Public Policy," American Economic Review, American Economic Association, vol. 84(2), pages 174-79, May.
- Viscusi, W Kip & Evans, William N, 1990. "Utility Functions That Depend on Health Status: Estimates and Economic Implications," American Economic Review, American Economic Association, vol. 80(3), pages 353-74, June.
- Jonathan Skinner & Stephen P. Zeldes, 2002. "The Importance of Bequests and Life-Cycle Saving in Capital Accumulation: A New Answer," American Economic Review, American Economic Association, vol. 92(2), pages 274-278, May.
- Eric French & John Bailey Jones, 2004. "On the distribution and dynamics of health care costs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 705-721.
- Pischke, J.S., 1994.
"Measurement Error and Earnings Dynamics: Some Estimates from the PSID Validation Study,"
Working papers
94-01, Massachusetts Institute of Technology (MIT), Department of Economics.
- Pischke, Jorn-Steffen, 1995. "Measurement Error and Earnings Dynamics: Some Estimates from the PSID Validation Study," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(3), pages 305-14, July.
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