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Managing the onset of a new disease in older age: Housing wealth, mortgage borrowing, and medication adherence

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  • Moulton, Stephanie
  • Rhodes, Alec
  • Haurin, Donald
  • Loibl, Cäzilia

Abstract

The relationship between wealth and health is an important yet complex topic for health research. While prior studies document the importance of wealth for healthy aging, the understanding of the mechanisms through which wealth supports health consumption is limited. We investigate the wealth-to-health link by explicitly modeling the effect of liquidating home equity through borrowing on health expenditures, measured here as cost-related non-adherence to prescription medications (CRN), following the onset of one of six costly diseases on or after age 65. Using individual-level data from the 2002–2018 waves of the U.S. Health and Retirement Study (3,772 respondents; 13,708 observations), we exploit exogenous spatial and intertemporal variation in ZIP-code level house values to instrument for borrowing. Results indicate each additional $10,000 in new mortgage borrowing is associated with a 1.6 percentage point reduction in CRN. In subsample regressions, this relationship is strongest for older adults for whom home equity is their largest source of wealth. In a falsification test, we find no relationship between house value changes and CRN for older renters, and no effect of mortgage borrowing on prescription drug non-adherence for health or memory reasons. Our results contribute to the literature by documenting how housing wealth can be tapped by older adults through borrowing to smooth health-related consumption following disease diagnosis. However, not all older homeowners are willing or able to borrow from home equity. Our findings suggest that it is not simply the stock of housing wealth that leads to better health outcomes, but instead the liquidation of housing wealth. Housing wealth is thus not a uniform social determinate of health for older homeowners as it is moderated by the ability to borrow.

Suggested Citation

  • Moulton, Stephanie & Rhodes, Alec & Haurin, Donald & Loibl, Cäzilia, 2022. "Managing the onset of a new disease in older age: Housing wealth, mortgage borrowing, and medication adherence," Social Science & Medicine, Elsevier, vol. 314(C).
  • Handle: RePEc:eee:socmed:v:314:y:2022:i:c:s0277953622007432
    DOI: 10.1016/j.socscimed.2022.115437
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    1. Kathleen Insel & Daniel Morrow & Barbara Brewer & Aurelio Figueredo, 2006. "Executive Function, Working Memory, and Medication Adherence Among Older Adults," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 61(2), pages 102-107.
    2. Dalton, Michael & LaFave, Daniel, 2017. "Mitigating the consequences of a health condition: The role of intra- and interhousehold assistance," Journal of Health Economics, Elsevier, vol. 53(C), pages 38-52.
    3. Courtney Coile & Kevin Milligan, 2009. "How Household Portfolios Evolve After Retirement: The Effect Of Aging And Health Shocks," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(2), pages 226-248, June.
    4. Jeffrey Diebold, 2018. "The Effects of Medicare Part D on Health Outcomes of Newly Covered Medicare Beneficiaries," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 73(5), pages 890-900.
    5. Thomas F. Crossley & Hamish W. Low, 2014. "Job Loss, Credit Constraints, and Consumption Growth," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 876-884, December.
    6. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    7. Joelle H Fong, 2019. "Out-of-pocket health spending among Medicare beneficiaries: Which chronic diseases are most costly?," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-16, September.
    8. Piette, John D. & Heisler, Michele & Horne, Robert & Caleb Alexander, G., 2006. "A conceptually based approach to understanding chronically ill patients' responses to medication cost pressures," Social Science & Medicine, Elsevier, vol. 62(4), pages 846-857, February.
    9. Hamoudi, A. & Dowd, J.B., 2013. "Physical health effects of the housing boom: Quasi-experimental evidence from the health and retirement study," American Journal of Public Health, American Public Health Association, vol. 103(6), pages 1039-1045.
    10. Costa-Font, Joan & Frank, Richard G. & Swartz, Katherine, 2019. "Access to long term care after a wealth shock: Evidence from the housing bubble and burst," The Journal of the Economics of Ageing, Elsevier, vol. 13(C), pages 103-110.
    11. Makoto Nakajima & Irina A. Telyukova, 2017. "Reverse Mortgage Loans: A Quantitative Analysis," Journal of Finance, American Finance Association, vol. 72(2), pages 911-950, April.
    12. Anita Ratcliffe, 2015. "Wealth Effects, Local Area Attributes, and Economic Prospects: On the Relationship between House Prices and Mental Wellbeing," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(1), pages 75-92, March.
    13. Tullio Jappelli, 1990. "Who is Credit Constrained in the U. S. Economy?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 105(1), pages 219-234.
    14. Eleonora Fichera & John Gathergood, 2016. "Do Wealth Shocks Affect Health? New Evidence from the Housing Boom," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 57-69, November.
    15. Marco Angrisani & Jinkook Lee, 2016. "Health Effects of Short‐Term Fluctuations in Macroeconomic Conditions: The Case of Hypertension for Older Americans," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 113-125, November.
    16. Alexander Bogin & William Doerner & William Larson, 2019. "Local House Price Dynamics: New Indices and Stylized Facts," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(2), pages 365-398, June.
    17. repec:wly:hlthec:v:25:y:2016:i::p:57-69 is not listed on IDEAS
    18. Atalay, Kadir & Edwards, Rebecca & Liu, Betty Y.J., 2017. "Effects of house prices on health: New evidence from Australia," Social Science & Medicine, Elsevier, vol. 192(C), pages 36-48.
    19. Jinkook Lee & Hyungsoo Kim, 2008. "A longitudinal analysis of the impact of health shocks on the wealth of elders," Journal of Population Economics, Springer;European Society for Population Economics, vol. 21(1), pages 217-230, January.
    20. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages 3-33, February.
    21. Daniel Cooper, 2013. "House Price Fluctuations: The Role of Housing Wealth as Borrowing Collateral," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1183-1197, October.
    22. Neil Bhutta & Benjamin J. Keys, 2016. "Interest Rates and Equity Extraction during the Housing Boom," American Economic Review, American Economic Association, vol. 106(7), pages 1742-1774, July.
    23. Stephanie Moulton & Donald Haurin & Samuel Dodini & Maximilian D. Schmeiser, 2016. "How Home Equity Extraction and Reverse Mortgages Affect the Credit Outcomes of Senior Households," Working Papers wp351, University of Michigan, Michigan Retirement Research Center.
    24. Poterba, James & Venti, Steven & Wise, David A., 2018. "Longitudinal determinants of end-of-life wealth inequality," Journal of Public Economics, Elsevier, vol. 162(C), pages 78-88.
    25. Patryk Babiarz & Tansel Yilmazer, 2017. "The impact of adverse health events on consumption: Understanding the mediating effect of income transfers, wealth, and health insurance," Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 1743-1758, December.
    26. Helen Levy & David R. Weir, 2010. "Take-up of Medicare Part D: Results From the Health and Retirement Study," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 65(4), pages 492-501.
    27. Engelhardt, Gary V., 2016. "Prescription drug coverage and drug utilization: New evidence from the HRS prescription drug study," Journal of Economic and Social Measurement, IOS Press, issue 1, pages 49-65.
    28. repec:wly:hlthec:v:25:y:2016:i::p:113-125 is not listed on IDEAS
    29. Atalay, Kadir & Edwards, Rebecca, 2022. "House prices, housing wealth and financial well-being," Journal of Urban Economics, Elsevier, vol. 129(C).
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