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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Main Authors: Ng, Rui Jie, Choo, Wan Yuen, Ng, Chiu Wan, Hairi, Noran Naqiah
Format: Article
Published: Oxford University Press 2024
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Online Access:http://eprints.um.edu.my/45452/
https://doi.org/10.1093/heapol/czae004
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spelling 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
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine (General)
spellingShingle 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
description 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
author_sort 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
publishDate 2024
url http://eprints.um.edu.my/45452/
https://doi.org/10.1093/heapol/czae004
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