Preferences for long-term care insurance in China: Results from a discrete choice experiment
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...
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description | 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.
•Most Chinese choose to join long-term care insurance (LTCI) than opt out.•Coverage ceiling is the greatest factor influencing people's preferences for LTCI.•Reimbursement of home-based care provided by family members is favoured by people.•Heterogeneous preferences for LTCI exist among subpopulations in China. |
doi_str_mv | 10.1016/j.socscimed.2021.114104 |
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•Most Chinese choose to join long-term care insurance (LTCI) than opt out.•Coverage ceiling is the greatest factor influencing people's preferences for LTCI.•Reimbursement of home-based care provided by family members is favoured by people.•Heterogeneous preferences for LTCI exist among subpopulations in China.</description><identifier>ISSN: 0277-9536</identifier><identifier>EISSN: 1873-5347</identifier><identifier>DOI: 10.1016/j.socscimed.2021.114104</identifier><language>eng</language><publisher>Oxford: Elsevier Ltd</publisher><subject>Aging ; Attributes ; Caregivers ; Decision makers ; Discrete choice ; Discrete choice experiment ; Experiments ; Families & family life ; Health insurance ; Health services ; Home based ; Home health care ; Insurance coverage ; Long term care insurance ; Long term health care ; Ownership ; Preferences ; Product design ; Rural areas ; Rural communities ; Subsidies ; Welfare state ; Willingness to pay</subject><ispartof>Social science & medicine (1982), 2021-07, Vol.281, p.114104-114104, Article 114104</ispartof><rights>2021 The Authors</rights><rights>Copyright Pergamon Press Inc. Jul 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c491t-57d490aa4aba429dad1ea4599ea25485bc756928d8c977f824b4e227104575f13</citedby><cites>FETCH-LOGICAL-c491t-57d490aa4aba429dad1ea4599ea25485bc756928d8c977f824b4e227104575f13</cites><orcidid>0000-0002-8056-2817 ; 0000-0002-3809-2671</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.socscimed.2021.114104$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,33774,45995</link.rule.ids></links><search><creatorcontrib>Wang, Qun</creatorcontrib><creatorcontrib>Abiiro, Gilbert Abotisem</creatorcontrib><creatorcontrib>Yang, Jin</creatorcontrib><creatorcontrib>Li, Peng</creatorcontrib><creatorcontrib>De Allegri, Manuela</creatorcontrib><title>Preferences for long-term care insurance in China: Results from a discrete choice experiment</title><title>Social science & medicine (1982)</title><description>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.
•Most Chinese choose to join long-term care insurance (LTCI) than opt out.•Coverage ceiling is the greatest factor influencing people's preferences for LTCI.•Reimbursement of home-based care provided by family members is favoured by people.•Heterogeneous preferences for LTCI exist among subpopulations in China.</description><subject>Aging</subject><subject>Attributes</subject><subject>Caregivers</subject><subject>Decision makers</subject><subject>Discrete choice</subject><subject>Discrete choice experiment</subject><subject>Experiments</subject><subject>Families & family life</subject><subject>Health insurance</subject><subject>Health services</subject><subject>Home based</subject><subject>Home health care</subject><subject>Insurance coverage</subject><subject>Long term care insurance</subject><subject>Long term health care</subject><subject>Ownership</subject><subject>Preferences</subject><subject>Product design</subject><subject>Rural areas</subject><subject>Rural communities</subject><subject>Subsidies</subject><subject>Welfare state</subject><subject>Willingness to pay</subject><issn>0277-9536</issn><issn>1873-5347</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>BHHNA</sourceid><recordid>eNqFkM1KxDAURoMoOI4-gwE3blqTNGkad8PgHwiK6E4ImfTWaWmbMWlF396Uigs3rnIh537c7yB0SklKCc0vmjQ4G2zdQZkywmhKKaeE76EFLWSWiIzLfbQgTMpEiSw_REchNIQQSopsgV4fPVTgobcQcOU8bl3_lgzgO2yNB1z3YfQm_sYJr7d1by7xE4SxHSLuXYcNLutgPQyA7dbVEYTPHfh4Tj8co4PKtAFOft4lerm-el7fJvcPN3fr1X1iuaJDImTJFTGGm43hTJWmpGC4UAoME7wQGytFrlhRFlZJWRWMbzgwJmNLIUVFsyU6n3N33r2PEAbdxZugbU0Pbgw6ptCMFkoUET37gzZu9H28LlIi5xnP2ETJmbLehRAN6V1sZPyXpkRP1nWjf63rybqercfN1bwJse9HDV5HaLJb1h7soEtX_5vxDT5Mjn0</recordid><startdate>202107</startdate><enddate>202107</enddate><creator>Wang, Qun</creator><creator>Abiiro, Gilbert Abotisem</creator><creator>Yang, Jin</creator><creator>Li, Peng</creator><creator>De Allegri, Manuela</creator><general>Elsevier Ltd</general><general>Pergamon Press Inc</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7U3</scope><scope>7U4</scope><scope>8BJ</scope><scope>BHHNA</scope><scope>DWI</scope><scope>FQK</scope><scope>JBE</scope><scope>K9.</scope><scope>WZK</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-8056-2817</orcidid><orcidid>https://orcid.org/0000-0002-3809-2671</orcidid></search><sort><creationdate>202107</creationdate><title>Preferences for long-term care insurance in China: Results from a discrete choice experiment</title><author>Wang, Qun ; Abiiro, Gilbert Abotisem ; Yang, Jin ; Li, Peng ; De Allegri, Manuela</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c491t-57d490aa4aba429dad1ea4599ea25485bc756928d8c977f824b4e227104575f13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Aging</topic><topic>Attributes</topic><topic>Caregivers</topic><topic>Decision makers</topic><topic>Discrete choice</topic><topic>Discrete choice experiment</topic><topic>Experiments</topic><topic>Families & family life</topic><topic>Health insurance</topic><topic>Health services</topic><topic>Home based</topic><topic>Home health care</topic><topic>Insurance coverage</topic><topic>Long term care insurance</topic><topic>Long term health care</topic><topic>Ownership</topic><topic>Preferences</topic><topic>Product design</topic><topic>Rural areas</topic><topic>Rural communities</topic><topic>Subsidies</topic><topic>Welfare state</topic><topic>Willingness to pay</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Wang, Qun</creatorcontrib><creatorcontrib>Abiiro, Gilbert Abotisem</creatorcontrib><creatorcontrib>Yang, Jin</creatorcontrib><creatorcontrib>Li, Peng</creatorcontrib><creatorcontrib>De Allegri, Manuela</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>Social Services Abstracts</collection><collection>Sociological Abstracts (pre-2017)</collection><collection>International Bibliography of the Social Sciences (IBSS)</collection><collection>Sociological Abstracts</collection><collection>Sociological Abstracts</collection><collection>International Bibliography of the Social Sciences</collection><collection>International Bibliography of the Social Sciences</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Sociological Abstracts (Ovid)</collection><collection>MEDLINE - Academic</collection><jtitle>Social science & medicine (1982)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Wang, Qun</au><au>Abiiro, Gilbert Abotisem</au><au>Yang, Jin</au><au>Li, Peng</au><au>De Allegri, Manuela</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Preferences for long-term care insurance in China: Results from a discrete choice experiment</atitle><jtitle>Social science & medicine (1982)</jtitle><date>2021-07</date><risdate>2021</risdate><volume>281</volume><spage>114104</spage><epage>114104</epage><pages>114104-114104</pages><artnum>114104</artnum><issn>0277-9536</issn><eissn>1873-5347</eissn><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.
•Most Chinese choose to join long-term care insurance (LTCI) than opt out.•Coverage ceiling is the greatest factor influencing people's preferences for LTCI.•Reimbursement of home-based care provided by family members is favoured by people.•Heterogeneous preferences for LTCI exist among subpopulations in China.</abstract><cop>Oxford</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.socscimed.2021.114104</doi><tpages>1</tpages><orcidid>https://orcid.org/0000-0002-8056-2817</orcidid><orcidid>https://orcid.org/0000-0002-3809-2671</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Aging Attributes Caregivers Decision makers Discrete choice Discrete choice experiment Experiments Families & family life Health insurance Health services Home based Home health care Insurance coverage Long term care insurance Long term health care Ownership Preferences Product design Rural areas Rural communities Subsidies Welfare state Willingness to pay |
title | Preferences for long-term care insurance in China: Results from a discrete choice experiment |
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