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Determinants of long-term care spending: Age, time to death or disability?

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  • de Meijer, Claudine
  • Koopmanschap, Marc
  • d' Uva, Teresa Bago
  • van Doorslaer, Eddy

Abstract

In view of population aging, better understanding of what drives long-term care expenditure (LTCE) is warranted. Time-to-death (TTD) has commonly been used to project LTCE because it was a better predictor than age. We reconsider the roles of age and TTD by controlling for disability and co-residence and illustrate their relevance for projecting LTCE. We analyze spending on institutional and homecare for the entire Dutch 55+ population, conditioning on age, sex, TTD, cause-of-death and co-residence. We further examined homecare expenditures for a sample of non-institutionalized conditioning additionally on disability. Those living alone or deceased from diabetes, mental illness, stroke, respiratory or digestive disease have higher LTCE, while a cancer death is associated with lower expenditures. TTD no longer determines homecare expenditures when disability is controlled for. This suggests that TTD largely approximates disability. Nonetheless, further standardization of disability measurement is required before disability could replace TTD in LTCE projections models.

Suggested Citation

  • de Meijer, Claudine & Koopmanschap, Marc & d' Uva, Teresa Bago & van Doorslaer, Eddy, 2011. "Determinants of long-term care spending: Age, time to death or disability?," Journal of Health Economics, Elsevier, vol. 30(2), pages 425-438, March.
  • Handle: RePEc:eee:jhecon:v:30:y:2011:i:2:p:425-438
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    1. Ciaran O'Neill & Lindsay Groom & Anthony J. Avery & Daphne Boot & Karine Thornhill, 2000. "Age and proximity to death as predictors of GP care costs: results from a study of nursing home patients," Health Economics, John Wiley & Sons, Ltd., vol. 9(8), pages 733-738, December.
    2. Liliana E. Pezzin & Peter Kemper & James Reschovsky, 1996. "Does Publicly Provided Home Care Substitute for Family Care? Experimental Evidence with Endogenous Living Arrangements," Journal of Human Resources, University of Wisconsin Press, vol. 31(3), pages 650-676.
    3. Gary S. Becker & Tomas J. Philipson & Rodrigo R. Soares, 2005. "The Quantity and Quality of Life and the Evolution of World Inequality," American Economic Review, American Economic Association, vol. 95(1), pages 277-291, March.
    4. Van Houtven, Courtney Harold & Norton, Edward C., 2004. "Informal care and health care use of older adults," Journal of Health Economics, Elsevier, vol. 23(6), pages 1159-1180, November.
    5. Felder, Stefan & Werblow, Andreas & Zweifel, Peter, 2010. "Do red herrings swim in circles? Controlling for the endogeneity of time to death," Journal of Health Economics, Elsevier, vol. 29(2), pages 205-212, March.
    6. Andrew M. Jones, 2012. "health econometrics," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    7. France Weaver & Sally C. Stearns & Edward C. Norton & William Spector, 2009. "Proximity to death and participation in the long‐term care market," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 867-883, August.
    8. 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.
    9. Seshamani, Meena & Gray, Alastair M., 2004. "A longitudinal study of the effects of age and time to death on hospital costs," Journal of Health Economics, Elsevier, vol. 23(2), pages 217-235, March.
    10. Breyer, Friedrich & Felder, Stefan, 2006. "Life expectancy and health care expenditures: A new calculation for Germany using the costs of dying," Health Policy, Elsevier, vol. 75(2), pages 178-186, January.
    11. Bonsang, Eric, 2009. "Does informal care from children to their elderly parents substitute for formal care in Europe?," Journal of Health Economics, Elsevier, vol. 28(1), pages 143-154, January.
    12. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    13. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    14. Zhou Yang & Edward C. Norton & Sally C. Stearns, 2003. "Longevity and Health Care Expenditures," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 58(1), pages 2-10.
    15. Oecd, 2006. "Projecting OECD Health and Long-Term Care Expenditures: What Are the Main Drivers?," OECD Economics Department Working Papers 477, OECD Publishing.
    16. Sally C. Stearns & Edward C. Norton, 2004. "Time to include time to death? The future of health care expenditure predictions," Health Economics, John Wiley & Sons, Ltd., vol. 13(4), pages 315-327, April.
    17. Thomas E. Getzen, 2001. "Aging and health care expenditures: A comment on Zweifel, Felder and Meiers," Health Economics, John Wiley & Sons, Ltd., vol. 10(2), pages 175-177, March.
    18. Peter Zweifel & Stefan Felder & Markus Meiers, 1999. "Ageing of population and health care expenditure: a red herring?," Health Economics, John Wiley & Sons, Ltd., vol. 8(6), pages 485-496, September.
    19. Gaétan Lafortune & Gaëlle Balestat, 2007. "Trends in Severe Disability Among Elderly People: Assessing the Evidence in 12 OECD Countries and the Future Implications," OECD Health Working Papers 26, OECD Publishing.
    20. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
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