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A Country For Old Men? Long‐Term Home Care Utilization In Europe

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  • Silvia Balia
  • Rinaldo Brau

Abstract

This paper investigates long‐term home care utilization in Europe. Data from the first wave of the Survey on Health, Ageing and Retirement (SHARE) on formal (nursing care and paid domestic help) and informal care (support provided by relatives) are used to study the probability and the quantity of both types of care. The overall process is framed in a fully simultaneous equation system that takes the form of a bivariate two‐part model where the reciprocal interaction between formal and informal care is estimated. Endogeneity and unobservable heterogeneity are addressed using a common latent factor approach. The analysis of the relative impact of age and disability on home care utilization is enriched by the use of a proximity to death (PtD) indicator built using the second wave of SHARE. All these indicators are important predictors of home care utilization. In particular, a strong significant effect of PtD is found in the paid domestic help and informal care models. The relationship between formal and informal care moves from substitutability to complementarity depending on the type of care considered, and the estimated effects are small in absolute size. This might call for a reconsideration of the effectiveness of incentives for informal care as instruments to reduce public expenditure for home care services. Copyright © 2013 John Wiley & Sons, Ltd.

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  • Silvia Balia & Rinaldo Brau, 2014. "A Country For Old Men? Long‐Term Home Care Utilization In Europe," Health Economics, John Wiley & Sons, Ltd., vol. 23(10), pages 1185-1212, October.
  • Handle: RePEc:wly:hlthec:v:23:y:2014:i:10:p:1185-1212
    DOI: 10.1002/hec.2977
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    1. Mroz, Thomas A., 1999. "Discrete factor approximations in simultaneous equation models: Estimating the impact of a dummy endogenous variable on a continuous outcome," Journal of Econometrics, Elsevier, vol. 92(2), pages 233-274, October.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    4. Jeremy W. Bray, 2005. "Alcohol Use, Human Capital, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 23(2), pages 279-312, April.
    5. Helmut Rainer & Thomas Siedler, 2009. "O Brother, Where Art Thou? The Effects of Having a Sibling on Geographic Mobility and Labour Market Outcomes," Economica, London School of Economics and Political Science, vol. 76(303), pages 528-556, July.
    6. Fabbri, Daniele & Monfardini, Chiara, 2009. "Rationing the public provision of healthcare in the presence of private supplements: Evidence from the Italian NHS," Journal of Health Economics, Elsevier, vol. 28(2), pages 290-304, March.
    7. Andrew M. Jones, 2009. "Panel Data Methods and Applications to Health Economics," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 12, pages 557-631, Palgrave Macmillan.
    8. Sloan, Frank A & Norton, Edward C, 1997. "Adverse Selection, Bequests, Crowding Out, and Private Demand for Insurance: Evidence from the Long-Term Care Insurance Market," Journal of Risk and Uncertainty, Springer, vol. 15(3), pages 201-219, December.
    9. 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.
    10. Peter Zweifel & Stefan Felder & Andreas Werblow, 2004. "Population Ageing and Health Care Expenditure: New Evidence on the “Red Herring”," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 29(4), pages 652-666, October.
    11. Manning, Willard G. & Basu, Anirban & Mullahy, John, 2005. "Generalized modeling approaches to risk adjustment of skewed outcomes data," Journal of Health Economics, Elsevier, vol. 24(3), pages 465-488, May.
    12. K. Bolin & B. Lindgren & P. Lundborg, 2008. "Informal and formal care among single‐living elderly in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 393-409, March.
    13. van Ours, Jan C. & Williams, Jenny, 2012. "The effects of cannabis use on physical and mental health," Journal of Health Economics, Elsevier, vol. 31(4), pages 564-577.
    14. Andreas Werblow & Stefan Felder & Peter Zweifel, 2007. "Population ageing and health care expenditure: a school of ‘red herrings’?," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1109-1126, October.
    15. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    16. Mellor, Jennifer M., 2001. "Long-term care and nursing home coverage: are adult children substitutes for insurance policies?," Journal of Health Economics, Elsevier, vol. 20(4), pages 527-547, July.
    17. Partha Deb & Pravin K. Trivedi & David M. Zimmer, 2009. "Dynamic Cost-offsets of Prescription Drug Expenditures: Panel Data Analysis Using a Copula-based Hurdle Model," NBER Working Papers 15191, National Bureau of Economic Research, Inc.
    18. Rinaldo Brau & Matteo Lippi Bruni, 2008. "Eliciting the demand for long‐term care coverage: a discrete choice modelling analysis," Health Economics, John Wiley & Sons, Ltd., vol. 17(3), pages 411-433, March.
    19. 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.
    20. Matteo Lippi Bruni & Cristina Ugolini, 2006. "Assistenza a domicilio e assistenza residenziale: politiche di intervento e analisi empirica," Rivista italiana degli economisti, Società editrice il Mulino, issue 2, pages 241-268.
    21. Jan C. van Ours & Jenny Williams, 2011. "Cannabis use and mental health problems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1137-1156, November.
    22. Partha Deb & Pravin K. Trivedi, 2006. "Specification and simulated likelihood estimation of a non-normal treatment-outcome model with selection: Application to health care utilization," Econometrics Journal, Royal Economic Society, vol. 9(2), pages 307-331, July.
    23. 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.
    24. Charles, Kerwin Kofi & Sevak, Purvi, 2005. "Can family caregiving substitute for nursing home care?," Journal of Health Economics, Elsevier, vol. 24(6), pages 1174-1190, November.
    25. Silvia Balia & Andrew M. Jones, 2011. "Catching the habit: a study of inequality of opportunity in smoking‐related mortality," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 174(1), pages 175-194, January.
    26. Van Houtven, Courtney Harold & Norton, Edward C., 2008. "Informal care and Medicare expenditures: Testing for heterogeneous treatment effects," Journal of Health Economics, Elsevier, vol. 27(1), pages 134-156, January.
    27. Andreas Werblow & Stefan Felder & Peter Zweifel, 2007. "Population ageing and health care expenditure: a school of 'red herrings'?," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1109-1126.
    28. Meena Seshamani & Alastair Gray, 2004. "Ageing and health‐care expenditure: the red herring argument revisited," Health Economics, John Wiley & Sons, Ltd., vol. 13(4), pages 303-314, April.
    29. 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.
    30. 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.
    31. 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.
    32. Matteo Lippi Bruni & Cristina Ugolini, 2006. "A Note on the Choice between Formal and Informal Care for Elderly People," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 142(V), pages 85-90.
    33. Office of Health Economics, 2007. "The Economics of Health Care," For School 001490, Office of Health Economics.
    34. Adriaan Kalwij & Frederic Vermeulen, 2008. "Health and labour force participation of older people in Europe: What do objective health indicators add to the analysis?," Health Economics, John Wiley & Sons, Ltd., vol. 17(5), pages 619-638, May.
    35. 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.
    36. Christophe Courbage & Nolwenn Roudaut, 2008. "Empirical Evidence on Long-term Care Insurance Purchase in France*," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 33(4), pages 645-658, October.
    37. Gabriel A. Picone & Frank A. Sloan & Shin-Yi Chou & Donald H. Taylor, 2003. "Does Higher Hospital Cost Imply Higher Quality of Care?," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 51-62, February.
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    3. Breyer, Friedrich & Lorenz, Normann & Ihle, Peter, 2020. "Aging and Health Care Expenditure: A non-parametric approach," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224635, Verein für Socialpolitik / German Economic Association.
    4. Ludovico Carrino & Cristina Elisa Orso, 2014. "Eligibility and inclusiveness of Long-Term Care Institutional frameworks in Europe: a cross-country comparison," Working Papers 2014:28, Department of Economics, University of Venice "Ca' Foscari".
    5. Norman Bannenberg & Oddvar Førland & Tor Iversen & Martin Karlsson & Henning Øien, 2021. "Preventive Home Visits," American Journal of Health Economics, University of Chicago Press, vol. 7(4), pages 457-496.
    6. Matthias Firgo & Klaus Nowotny & Alexander Braun, 2020. "Informal, formal, or both? Assessing the drivers of home care utilization in Austria using a simultaneous decision framework," Applied Economics, Taylor & Francis Journals, vol. 52(40), pages 4440-4456, August.
    7. Wilfried Guets, 2021. "Does the formal home care provided to old-adults persons affect utilisation of support services by informal carers? An analysis of the French CARE and the U.S. NHATS/NSOC surveys," Working Papers halshs-03115306, HAL.
    8. Elenka Brenna & Cinzia Di Novi, 2013. "Is caring for elderly parents detrimental to women’s mental health? The influence of the European North-South gradient," DISCE - Working Papers del Dipartimento di Economia e Finanza def004, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    9. Vincenzo Atella & Federico Belotti & Ludovico Carrino & Andrea Piano Mortari, 2017. "The future of Long Term Care in Europe. An investigation using a dynamic microsimulation model," CEIS Research Paper 405, Tor Vergata University, CEIS, revised 08 May 2017.
    10. Matthias Firgo & Klaus Nowotny & Alexander Braun, 2017. "Austria 2025 – Informal, Formal, or Both? Assessing the Drivers of Home Care Utilisation in Austria Using a Simultaneous Decision Framework," WIFO Studies, WIFO, number 59741, February.
    11. Norton, E.C., 2016. "Health and Long-Term Care," 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 951-989, Elsevier.
    12. van Noort, Olivier & Schotanus, Fredo & van de Klundert, Joris & Telgen, Jan, 2018. "Explaining regional variation in home care use by demand and supply variables," Health Policy, Elsevier, vol. 122(2), pages 140-146.
    13. Aurea Grané & Irene Albarrán & Qi Guo, 2021. "Visualizing Health and Well-Being Inequalities Among Older Europeans," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(2), pages 479-503, June.
    14. Ludovico Carrino & Cristina Elisa Orso & Giacomo Pasini, 2018. "Demand of long‐term care and benefit eligibility across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 27(8), pages 1175-1188, August.
    15. Wilfried Guets, 2021. "Does the formal home care provided to old-adults persons affect utilisation of support services by informal carers? An analysis of the French CARE and the U.S. NHATS/NSOC surveys," Working Papers 2105, Groupe d'Analyse et de Théorie Economique Lyon St-Étienne (GATE Lyon St-Étienne), Université de Lyon.
    16. Cinzia Di Novi & Elenka Brenna, 2013. "Is caring for elderly parents detrimental for women�s mental health? The influence of the European North-South gradient," Working Papers 2013:23, Department of Economics, University of Venice "Ca' Foscari".
    17. Ulrike Famira-Mühlberger & Matthias Firgo, 2018. "Aktuelle und künftige Versorgungsfunktion der mobilen Pflege- und Betreuungsdienste in Österreich," WIFO Studies, WIFO, number 61563, April.
    18. Shinya Sugawara, 2022. "What composes desirable formal at-home elder care? An analysis for multiple service combinations," The Japanese Economic Review, Springer, vol. 73(2), pages 373-402, April.
    19. Sevilla, J.P. & Stawasz, Andrew & Burnes, Daria & Poulsen, Peter Bo & Sato, Reiko & Bloom, David E., 2019. "Indirect costs of adult pneumococcal disease and productivity-based rate of return to PCV13 vaccination for older adults and elderly diabetics in Denmark," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).

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