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Medicaid Insurance in Old Age

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  • Mariacristina De Nardi
  • Eric French
  • John Bailey Jones

Abstract

The old age provisions of the Medicaid program were designed to insure poor retirees against medical expenses. However, it is the rich who are most likely to live long and face expensive medical conditions when very old. We estimate a structural model of savings and endogenous medical spending with heterogeneous agents and use it to compute the distribution of lifetime Medicaid transfers and Medicaid valuations across currently single retirees. We find that retirees with high lifetime incomes can end up on Medicaid and often value Medicaid insurance the most, as they face a larger risk of catastrophic medical needs at old ages and face the greatest consumption risk. Compensating variation calculations indicate that current retirees value Medicaid insurance at more than its actuarial cost, but that most would value an expansion of the current Medicaid program at less than its cost. These findings suggest that for current single retirees, the Medicaid program may be of the approximately right size.

Suggested Citation

  • Mariacristina De Nardi & Eric French & John Bailey Jones, 2013. "Medicaid Insurance in Old Age," NBER Working Papers 19151, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:19151
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    1. James Banks & Richard Blundell & Peter Levell & James Smith, 2015. "Life-cycle consumption patterns at older ages in the US and the UK: can medical expenditures explain the difference?," IFS Working Papers W15/12, Institute for Fiscal Studies.
    2. Hansen, Gary D. & Hsu, Minchung & Lee, Junsang, 2014. "Health insurance reform: The impact of a Medicare buy-in," Journal of Economic Dynamics and Control, Elsevier, vol. 45(C), pages 315-329.
    3. McClellan, Mark & Skinner, Jonathan, 2006. "The incidence of Medicare," Journal of Public Economics, Elsevier, vol. 90(1-2), pages 257-276, January.
    4. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013. "Selection on Moral Hazard in Health Insurance," American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
    5. Wojciech Kopczuk & Joseph P. Lupton, 2007. "To Leave or Not to Leave: The Distribution of Bequest Motives," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(1), pages 207-235.
    6. Serdar Ozkan, 2011. "Income Differences and Health Care Expenditures over the Life Cycle," 2011 Meeting Papers 478, Society for Economic Dynamics.
    7. Susann Rohwedder & Steven J. Haider & Michael D. Hurd, 2006. "INCREASES IN WEALTH AMONG THE ELDERLY IN THE EARLY 1990s: HOW MUCH IS DUE TO SURVEY DESIGN?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 52(4), pages 509-524, December.
    8. Karen A. Kopecky & Tatyana Koreshkova, 2010. "The impact of medical and nursing home expenses and social insurance," FRB Atlanta Working Paper 2010-19, Federal Reserve Bank of Atlanta.
    9. 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 353-366, July.
    10. Lara Gardner & Donna Gilleskie, 2006. "The Effects of State Medicaid Policies on the Dynamic Savings Patterns of the Elderly," NBER Working Papers 12208, National Bureau of Economic Research, Inc.
    11. Yogo, Motohiro, 2016. "Portfolio choice in retirement: Health risk and the demand for annuities, housing, and risky assets," Journal of Monetary Economics, Elsevier, vol. 80(C), pages 17-34.
    12. 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.
    13. 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 360-399, April.
    14. Poterba, James M. & Venti, Steven F. & Wise, David A., 2017. "The asset cost of poor health," The Journal of the Economics of Ageing, Elsevier, vol. 9(C), pages 172-184.
    15. Pashchenko, Svetlana & Porapakkarm, Ponpoje, 2010. "Quantitative Analysis of Health Insurance Reform: Separating Community Rating from Income Redistribution," MPRA Paper 26158, University Library of Munich, Germany.
    16. David M. Blau & Donna B. Gilleskie, 2008. "The Role Of Retiree Health Insurance In The Employment Behavior Of Older Men," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(2), pages 475-514, May.
    17. 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.
    18. Mariacristina De Nardi & Eric French & Angshuman Gooptu & John Bailey Jones, 2012. "Medicaid and the elderly," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 36(Q I), pages 17-34.
    19. Jeffrey R. Brown & Amy Finkelstein, 2008. "The Interaction of Public and Private Insurance: Medicaid and the Long-Term Care Insurance Market," American Economic Review, American Economic Association, vol. 98(3), pages 1083-1102, June.
    20. Duffie, Darrell & Singleton, Kenneth J, 1993. "Simulated Moments Estimation of Markov Models of Asset Prices," Econometrica, Econometric Society, vol. 61(4), pages 929-952, July.
    21. Patrick Bajari & Christina Dalton & Han Hong & Ahmed Khwaja, 2014. "Moral hazard, adverse selection, and health expenditures: A semiparametric analysis," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 747-763, December.
    22. John Ameriks & Andrew Caplin & Steven Laufer & Stijn Van Nieuwerburgh, 2007. "The Joy of Giving or Assisted Living? Using Strategic Surveys to Separate Bequest and Precautionary Motives," NBER Working Papers 13105, National Bureau of Economic Research, Inc.
    23. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    24. Karen E. Dynan & 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.
    25. Jeffrey R. Brown & Amy Finkelstein, 2009. "The Private Market for Long‐Term Care Insurance in the United States: A Review of the Evidence," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 5-29, March.
    26. Mariacristina De Nardi & Eric French & John Bailey Jones, 2009. "Life Expectancy and Old Age Savings," American Economic Review, American Economic Association, vol. 99(2), pages 110-115, May.
    27. Bev Dahlby, 2008. "The Marginal Cost of Public Funds: Theory and Applications," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262042509, December.
    28. 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).
    29. Bhattacharya, Jay & Lakdawalla, Darius, 2006. "Does Medicare benefit the poor?," Journal of Public Economics, Elsevier, vol. 90(1-2), pages 277-292, January.
    30. 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 305-314, July.
    31. Tatyana Koreshkova & Karen A. Kopecky, 2009. "The Impact of Medical and Nursing Home Expenses and Social Insurance Policies on Savings and Inequality," 2009 Meeting Papers 46, Society for Economic Dynamics.
    32. Svetlana Pashchenko & Ponpoje Porapakkarm, 2013. "Quantitative Analysis of Health Insurance Reform: Separating Regulation from Redistribution," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(3), pages 383-404, July.
    33. Mariacristina De Nardi & Eric French & John Bailey Jones, 2016. "Medicaid Insurance in Old Age," American Economic Review, American Economic Association, vol. 106(11), pages 3480-3520, November.
    34. Nathaniel Hendren, 2013. "Private Information and Insurance Rejections," Econometrica, Econometric Society, vol. 81(5), pages 1713-1762, September.
    35. James Banks & Richard Blundell & Peter Levell & James Smith, 2015. "Life-cycle consumption patterns at older ages in the US and the UK: can medical expenditures explain the difference?," IFS Working Papers W15/12, Institute for Fiscal Studies.
    36. 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.
    37. 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 174-179, May.
    38. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    39. John Karl Scholz & Ananth Seshadri & Surachai Khitatrakun, 2006. "Are Americans Saving "Optimally" for Retirement?," Journal of Political Economy, University of Chicago Press, vol. 114(4), pages 607-643, August.
    40. Khwaja, Ahmed, 2010. "Estimating willingness to pay for medicare using a dynamic life-cycle model of demand for health insurance," Journal of Econometrics, Elsevier, vol. 156(1), pages 130-147, May.
    41. Mirer, Thad W, 1979. "The Wealth-Age Relation among the Aged," American Economic Review, American Economic Association, vol. 69(3), pages 435-443, June.
    42. Jeffrey R. Brown & Norma B. Coe & Amy Finkelstein, 2007. "Medicaid Crowd-Out of Private Long-Term Care Insurance Demand: Evidence from the Health and Retirement Survey," NBER Chapters, in: Tax Policy and the Economy, Volume 21, pages 1-34, National Bureau of Economic Research, Inc.
    43. Lee M. Lockwood, 2018. "Incidental Bequests and the Choice to Self-Insure Late-Life Risks," American Economic Review, American Economic Association, vol. 108(9), pages 2513-2550, September.
    44. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    45. Makoto Nakajima & Irina A. Telyukova, 2020. "Home Equity In Retirement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(2), pages 573-616, May.
    46. Samuel Marshall & Kathleen McGarry & Jonathan S. Skinner, 2011. "The Risk of Out-of-Pocket Health Care Expenditure at the End of Life," NBER Chapters, in: Explorations in the Economics of Aging, pages 101-128, National Bureau of Economic Research, Inc.
    47. Selahattin Imrohoroglu & Sagiri Kitao, 2010. "Social Security, Benefit Claiming and Labor Force Participation: A Quantitative General Equilibrium Approach," Working Papers, Center for Retirement Research at Boston College wp2010-02, Center for Retirement Research, revised Mar 2010.
    48. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    49. Fang, H., 2016. "Insurance Markets for the Elderly," 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 237-309, Elsevier.
    50. John Laitner & Daniel Silverman & Dmitriy Stolyarov, 2014. "Annuitized Wealth and Post-Retirement Saving," NBER Working Papers 20547, National Bureau of Economic Research, Inc.
    51. Karen A. Kopecky & Tatyana Koreshkova, 2014. "The Impact of Medical and Nursing Home Expenses on Savings," American Economic Journal: Macroeconomics, American Economic Association, vol. 6(3), pages 29-72, July.
    52. Svetlana Pashchenko & Ponpoje Porapakkarm, 2013. "Quantitative Analysis of Health Insurance Reform: Separating Regulation from Redistribution," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(3), pages 383-404, July.
    53. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-1057, September.
    54. Selahattin Imrohoroglu & Sagiri Kitao, 2012. "Social Security Reforms: Benefit Claiming, Labor Force Participation, and Long-Run Sustainability," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(3), pages 96-127, July.
    55. 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 223-255, March-Apr.
    56. K. Newey, Whitney, 1985. "Generalized method of moments specification testing," Journal of Econometrics, Elsevier, vol. 29(3), pages 229-256, September.
    57. 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).
    58. Joseph J. Doyle, 2011. "Returns to Local-Area Health Care Spending: Evidence from Health Shocks to Patients Far from Home," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 221-243, July.
    59. Zhigang Feng, 2009. "Macroeconomic Consequences of Alternative Reforms to the Health Insurance System in the U.S," Working Papers 0908, University of Miami, Department of Economics.
    60. R. Anton Braun & Karen A. Kopecky & Tatyana Koreshkova, 2017. "Old, Sick, Alone, and Poor: A Welfare Analysis of Old-Age Social Insurance Programmes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(2), pages 580-612.
    61. Eric French & Elaine Kelly & Mariacristina Nardi & Eric French & John Bailey Jones & Jeremy McCauley, 2016. "Medical Spending of the US Elderly," Fiscal Studies, Institute for Fiscal Studies, vol. 37, pages 717-747, September.
    62. Hurd, Michael D, 1989. "Mortality Risk and Bequests," Econometrica, Econometric Society, vol. 57(4), pages 779-813, July.
    63. Michael G. Palumbo, 1999. "Uncertain Medical Expenses and Precautionary Saving Near the End of the Life Cycle," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 395-421.
    64. John Ameriks & Andrew Caplin & Steven Laufer & Stijn Van Nieuwerburgh, 2011. "The Joy of Giving or Assisted Living? Using Strategic Surveys to Separate Public Care Aversion from Bequest Motives," Journal of Finance, American Finance Association, vol. 66(2), pages 519-561, April.
    65. 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.
    66. Chamberlain, Gary, 1992. "Sequential Moment Restrictions in Panel Data: Comment," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(1), pages 20-26, January.
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    More about this item

    JEL classification:

    • D11 - Microeconomics - - Household Behavior - - - Consumer Economics: Theory
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • H2 - Public Economics - - Taxation, Subsidies, and Revenue
    • I14 - Health, Education, and Welfare - - Health - - - Health and Inequality

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