Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia
The vital role of healthcare financing in achieving universal health coverage is indisputable. However, most countries, including Malaysia, face challenges in establishing an equitable and sustainable healthcare financing system due to escalating healthcare costs, an ageing population and a growing...
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my.um.eprints.454522024-10-21T09:00:35Z http://eprints.um.edu.my/45452/ Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia Ng, Rui Jie Choo, Wan Yuen Ng, Chiu Wan Hairi, Noran Naqiah R Medicine (General) The vital role of healthcare financing in achieving universal health coverage is indisputable. However, most countries, including Malaysia, face challenges in establishing an equitable and sustainable healthcare financing system due to escalating healthcare costs, an ageing population and a growing disease burden. With desirable pre-payment and risk pooling features, private health insurance (PHI) is considered an alternative financing option to reduce out-of-pocket (OOP) medical expenditure. However, ongoing theoretical and empirical debates persist regarding the adequacy of financial risk protection provided by PHI largely because it depends on its role, the benefit design and the regulations in place. Our study aimed to investigate the effect of supplementary PHI on OOP inpatient medical expenditure in Malaysia. Secondary data analysis was conducted using the Malaysian National Health and Morbidity Survey 2019 dataset. A total of 983 respondents with a history of inpatient hospitalization in the past 12 months were included in the study. Instrumental variable analysis using a two-stage residual inclusion was performed to address endogeneity bias, with wealth status and education level as the instrumental variables. Tobit regression model was used in the second stage considering the censored distribution of the outcome variable. Missing data were handled using multiple imputation. About one-fifth of the respondents had PHI. In this study, we found that having PHI significantly increased OOP inpatient medical expenditure in all three marginal effects. Additionally, age, residential location, ethnicity (citizenship), being covered by government guarantee letter, government funding and employer-sponsored health insurance were other significant factors associated with OOP inpatient medical expenditure. Our findings undermine a key justification to advocate PHI uptake among the population, with a need for the Malaysian government to reassess the role of PHI in healthcare financing and reconsider PHI subsidization policy. Regulations should also be strengthened to enhance the financial risk protection provided by PHI. Oxford University Press 2024-03 Article PeerReviewed Ng, Rui Jie and Choo, Wan Yuen and Ng, Chiu Wan and Hairi, Noran Naqiah (2024) Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia. Health Policy and Planning, 39 (3). pp. 268-280. ISSN 0268-1080, DOI https://doi.org/10.1093/heapol/czae004 <https://doi.org/10.1093/heapol/czae004>. https://doi.org/10.1093/heapol/czae004 10.1093/heapol/czae004 |
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R Medicine (General) Ng, Rui Jie Choo, Wan Yuen Ng, Chiu Wan Hairi, Noran Naqiah Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia |
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The vital role of healthcare financing in achieving universal health coverage is indisputable. However, most countries, including Malaysia, face challenges in establishing an equitable and sustainable healthcare financing system due to escalating healthcare costs, an ageing population and a growing disease burden. With desirable pre-payment and risk pooling features, private health insurance (PHI) is considered an alternative financing option to reduce out-of-pocket (OOP) medical expenditure. However, ongoing theoretical and empirical debates persist regarding the adequacy of financial risk protection provided by PHI largely because it depends on its role, the benefit design and the regulations in place. Our study aimed to investigate the effect of supplementary PHI on OOP inpatient medical expenditure in Malaysia. Secondary data analysis was conducted using the Malaysian National Health and Morbidity Survey 2019 dataset. A total of 983 respondents with a history of inpatient hospitalization in the past 12 months were included in the study. Instrumental variable analysis using a two-stage residual inclusion was performed to address endogeneity bias, with wealth status and education level as the instrumental variables. Tobit regression model was used in the second stage considering the censored distribution of the outcome variable. Missing data were handled using multiple imputation. About one-fifth of the respondents had PHI. In this study, we found that having PHI significantly increased OOP inpatient medical expenditure in all three marginal effects. Additionally, age, residential location, ethnicity (citizenship), being covered by government guarantee letter, government funding and employer-sponsored health insurance were other significant factors associated with OOP inpatient medical expenditure. Our findings undermine a key justification to advocate PHI uptake among the population, with a need for the Malaysian government to reassess the role of PHI in healthcare financing and reconsider PHI subsidization policy. Regulations should also be strengthened to enhance the financial risk protection provided by PHI. |
format |
Article |
author |
Ng, Rui Jie Choo, Wan Yuen Ng, Chiu Wan Hairi, Noran Naqiah |
author_facet |
Ng, Rui Jie Choo, Wan Yuen Ng, Chiu Wan Hairi, Noran Naqiah |
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Ng, Rui Jie |
title |
Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia |
title_short |
Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia |
title_full |
Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia |
title_fullStr |
Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia |
title_full_unstemmed |
Effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from Malaysia |
title_sort |
effect of supplementary private health insurance on out-of-pocket inpatient medical expenditure: evidence from malaysia |
publisher |
Oxford University Press |
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2024 |
url |
http://eprints.um.edu.my/45452/ https://doi.org/10.1093/heapol/czae004 |
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1814047562291740672 |