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Preferences for long-term care insurance in China: Results from a discrete choice experiment

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  • Wang, Qun
  • Abiiro, Gilbert Abotisem
  • Yang, Jin
  • Li, Peng
  • De Allegri, Manuela

Abstract

Rapid population aging has led countries to consider the introduction of long-term care insurance (LTCI) as an essential component of a comprehensive social health protection package. Limited evidence, however, exists on people's preferences for such insurance products, especially in countries where their availability is still restricted. Using a discrete choice experiment (DCE), we investigated preferences, willingness to pay, and heterogeneity in preferences for attributes of a social LTCI among community members in China. We adopted a multi-methods approach, combining information across different data sources to identify five DCE attributes: individual premium, benefit package, coverage ceiling, government subsidy for participants, and reimbursement of home-based care provided by family caregivers. We constructed our experiment using a D-efficient design and ran the DCE survey among 1067 community members in urban and rural areas in Shenyang and Dalian, Liaoning Province from Dec 2019 to Jan 2020. We relied on a panel mixed logit model to analyze the data. Our findings indicated that people had significantly higher preferences for the LTCI product with a higher coverage ceiling, a lower individual premium, a higher government subsidy, a reimbursement of home-based care provided by family caregivers, and an expansion of the benefit package to also include necessary daily assistance. The coverage ceiling was found to be the most important attribute, followed by the reimbursement of home-based care provided by family caregivers and the individual premium. Our findings also revealed that the area of residence, prior commercial insurance ownership, age, having children, and income were the factors that drove heterogeneity in preferences for LTCIs. These findings bear important policy implications, as they provide clear guidance on product design, enabling decision-makers to increase the attractiveness and sustainability of LTCI.

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  • Wang, Qun & Abiiro, Gilbert Abotisem & Yang, Jin & Li, Peng & De Allegri, Manuela, 2021. "Preferences for long-term care insurance in China: Results from a discrete choice experiment," Social Science & Medicine, Elsevier, vol. 281(C).
  • Handle: RePEc:eee:socmed:v:281:y:2021:i:c:s0277953621004366
    DOI: 10.1016/j.socscimed.2021.114104
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    1. Janet Vroomen & Peter Zweifel, 2011. "Preferences for health insurance and health status: does it matter whether you are Dutch or German?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 12(1), pages 87-95, February.
    2. Chandoevwit, Worawan & Wasi, Nada, 2020. "Incorporating discrete choice experiments into policy decisions: Case of designing public long-term care insurance," Social Science & Medicine, Elsevier, vol. 258(C).
    3. Ameriks, John & Briggs, Joseph & Caplin, Andrew & Shapiro, Matthew D. & Tonetti, Christopher, 2016. "Late-in-Life Risks and the Under-Insurance Puzzle," Research Papers 3485, Stanford University, Graduate School of Business.
    4. 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.
    5. Lin, Haizhen & Prince, Jeffrey, 2013. "The impact of the partnership long-term care insurance program on private coverage," Journal of Health Economics, Elsevier, vol. 32(6), pages 1205-1213.
    6. Tennyson, Sharon & Yang, Hae Kyung, 2014. "The role of life experience in long-term care insurance decisions," Journal of Economic Psychology, Elsevier, vol. 42(C), pages 175-188.
    7. Courtney Harold Van Houtven & Norma B. Coe & R. Tamara Konetzka, 2015. "Family Structure and Long‐Term Care Insurance Purchase," Health Economics, John Wiley & Sons, Ltd., vol. 24(S1), pages 58-73, March.
    8. 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.
    9. Liangwen Zhang & Yanbing Zeng & Ya Fang, 2017. "The effect of health status and living arrangements on long term care models among older Chinese: A cross-sectional study," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-15, September.
    10. Arne Hole & Julie Kolstad, 2012. "Mixed logit estimation of willingness to pay distributions: a comparison of models in preference and WTP space using data from a health-related choice experiment," Empirical Economics, Springer, vol. 42(2), pages 445-469, April.
    11. 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.
    12. Kato, Ryuta Ray, 2018. "The future prospect of the long-term care insurance in Japan," Japan and the World Economy, Elsevier, vol. 47(C), pages 1-17.
    13. Tian Zhou‐Richter & Mark J. Browne & Helmut Gründl, 2010. "Don't They Care? Or, Are They Just Unaware? Risk Perception and the Demand for Long‐Term Care Insurance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(4), pages 715-747, December.
    14. Arne Risa Hole, 2007. "Fitting mixed logit models by using maximum simulated likelihood," Stata Journal, StataCorp LP, vol. 7(3), pages 388-401, September.
    15. Brian E McGarry & Helena Tempkin-Greener & David C Grabowski & Benjamin P Chapman & Yue Li, 2018. "Consumer Decision-Making Abilities and Long-Term Care Insurance Purchase," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 73(4), pages 1-10.
    16. Yong Li & Gail A. Jensen, 2012. "Why Do People Let Their Long-term Care Insurance Lapse? Evidence from the Health and Retirement Study," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(2), pages 220-237.
    17. Lancsar, Emily & Louviere, Jordan & Flynn, Terry, 2007. "Several methods to investigate relative attribute impact in stated preference experiments," Social Science & Medicine, Elsevier, vol. 64(8), pages 1738-1753, April.
    18. 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.
    19. He, Alex Jingwei & Qian, Jiwei & Chan, Wai-sum & Chou, Kee-lee, 2021. "Preferences for private long-term care insurance products in a super-ageing society: A discrete choice experiment in Hong Kong," Social Science & Medicine, Elsevier, vol. 270(C).
    20. Abiiro, Gilbert Abotisem & Torbica, Aleksandra & Kwalamasa, Kassim & De Allegri, Manuela, 2014. "Eliciting community preferences for complementary micro health insurance: A discrete choice experiment in rural Malawi," Social Science & Medicine, Elsevier, vol. 120(C), pages 160-168.
    21. Akaichi, Faical & Costa-Font, Joan & Frank, Richard, 2020. "Uninsured by Choice? A choice experiment on long term care insurance," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 422-434.
    22. Balogh, Péter & Békési, Dániel & Gorton, Matthew & Popp, József & Lengyel, Péter, 2016. "Consumer willingness to pay for traditional food products," Food Policy, Elsevier, vol. 61(C), pages 176-184.
    23. Hensher,David A. & Rose,John M. & Greene,William H., 2015. "Applied Choice Analysis," Cambridge Books, Cambridge University Press, number 9781107465923.
    24. Pauly, Mark V, 1990. "The Rational Nonpurchase of Long-term-Care Insurance," Journal of Political Economy, University of Chicago Press, vol. 98(1), pages 153-168, February.
    25. Lei, Xiaoyan & Giles, John & Hu, Yuqing & Park, Albert & Strauss, John & Zhao, Yaohui, 2012. "Patterns and correlates of intergenerational non-time transfers : evidence from CHARLS," Policy Research Working Paper Series 6076, The World Bank.
    26. Yong Li & Gail A. Jensen, 2012. "Why Do People Let Their Long-term Care Insurance Lapse? Evidence from the Health and Retirement Study," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 34(2), pages 220-237.
    27. Yumei Zhu & August Österle, 2019. "China's policy experimentation on long‐term care insurance: Implications for access," International Journal of Health Planning and Management, Wiley Blackwell, vol. 34(4), pages 1661-1674, October.
    28. Xiaocang Xu & Linhong Chen, 2019. "Projection of Long-Term Care Costs in China, 2020–2050: Based on the Bayesian Quantile Regression Method," Sustainability, MDPI, vol. 11(13), pages 1-13, June.
    29. Lambregts, Timo R. & Schut, Frederik T., 2020. "Displaced, disliked and misunderstood: A systematic review of the reasons for low uptake of long-term care insurance and life annuities," The Journal of the Economics of Ageing, Elsevier, vol. 17(C).
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    4. Amilon, Anna & Kjær, Agnete Aslaug & Ladenburg, Jacob & Siren, Anu, 2022. "Trust in the publicly financed care system and willingness to pay for long-term care: A discrete choice experiment in Denmark," Social Science & Medicine, Elsevier, vol. 311(C).

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