Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection
Abstract Background As elsewhere in low- and middle-income countries, due to limited fiscal resources, universal health coverage (UHC) remains a challenge in Cambodia. Since 2016, the National Social Security Fund (NSSF) has implemented a social health insurance scheme with a contributory approach f...
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doaj-71cc9b13447040f781b5e88a138668842021-01-31T16:18:36ZengBMCInternational Journal for Equity in Health1475-92762020-01-011911610.1186/s12939-020-1126-8Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collectionHaruyo Nakamura0Floriano Amimo1Siyan Yi2Sovannary Tuot3Tomoya Yoshida4Makoto Tobe5Shuhei Nomura6Department of Global Health Policy, Graduate School of Medicine, The University of TokyoDepartment of Global Health Policy, Graduate School of Medicine, The University of TokyoKHANA Center for Population Health ResearchKHANA Center for Population Health ResearchJapan International Cooperation AgencyJapan International Cooperation AgencyDepartment of Global Health Policy, Graduate School of Medicine, The University of TokyoAbstract Background As elsewhere in low- and middle-income countries, due to limited fiscal resources, universal health coverage (UHC) remains a challenge in Cambodia. Since 2016, the National Social Security Fund (NSSF) has implemented a social health insurance scheme with a contributory approach for formal sector workers. However, informal sector workers and dependents of formal sector workers are still not covered by this insurance because it is difficult to set an optimal amount of contribution for such individuals as their income levels are inestimable. The present study aims to develop and validate an efficient household income-level assessment model for Cambodia. We aim to help the country implement a financially sustainable social health insurance system in which the insured can pay contributions according to their ability. Methods This study will use nationally representative data collected by the Cambodia Socio-Economic Survey (CSES), covering the period from 2009 to 2019, and involving a total of 50,016 households. We will employ elastic net regression analysis, with per capita disposable income based on purchasing power parity as the dependent variable, and individual and community-level socioeconomic and demographic characteristics as independent variables. These analyses aim to create efficient income-level assessment models for health insurance contribution estimation. To fully capture socioeconomic heterogeneity, sub-group analyses will be conducted to develop separate income-level assessment models for urban and rural areas, as well as for each province. Discussion This research will help Cambodia implement a sustainable social health insurance system by collecting optimal amount of contributions from each socioeconomic group of the society. Incorporation of this approach into existing NSSF schemes will enhance the country’s current efforts to prevent impoverishing health expenditure and to achieve UHC.https://doi.org/10.1186/s12939-020-1126-8Health financingFinancial sustainabilityHealth insuranceContributionIncome-level assessmentEquity |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Haruyo Nakamura Floriano Amimo Siyan Yi Sovannary Tuot Tomoya Yoshida Makoto Tobe Shuhei Nomura |
spellingShingle |
Haruyo Nakamura Floriano Amimo Siyan Yi Sovannary Tuot Tomoya Yoshida Makoto Tobe Shuhei Nomura Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection International Journal for Equity in Health Health financing Financial sustainability Health insurance Contribution Income-level assessment Equity |
author_facet |
Haruyo Nakamura Floriano Amimo Siyan Yi Sovannary Tuot Tomoya Yoshida Makoto Tobe Shuhei Nomura |
author_sort |
Haruyo Nakamura |
title |
Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection |
title_short |
Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection |
title_full |
Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection |
title_fullStr |
Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection |
title_full_unstemmed |
Implementing a sustainable health insurance system in Cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection |
title_sort |
implementing a sustainable health insurance system in cambodia: a study protocol for developing and validating an efficient household income-level assessment model for equitable premium collection |
publisher |
BMC |
series |
International Journal for Equity in Health |
issn |
1475-9276 |
publishDate |
2020-01-01 |
description |
Abstract Background As elsewhere in low- and middle-income countries, due to limited fiscal resources, universal health coverage (UHC) remains a challenge in Cambodia. Since 2016, the National Social Security Fund (NSSF) has implemented a social health insurance scheme with a contributory approach for formal sector workers. However, informal sector workers and dependents of formal sector workers are still not covered by this insurance because it is difficult to set an optimal amount of contribution for such individuals as their income levels are inestimable. The present study aims to develop and validate an efficient household income-level assessment model for Cambodia. We aim to help the country implement a financially sustainable social health insurance system in which the insured can pay contributions according to their ability. Methods This study will use nationally representative data collected by the Cambodia Socio-Economic Survey (CSES), covering the period from 2009 to 2019, and involving a total of 50,016 households. We will employ elastic net regression analysis, with per capita disposable income based on purchasing power parity as the dependent variable, and individual and community-level socioeconomic and demographic characteristics as independent variables. These analyses aim to create efficient income-level assessment models for health insurance contribution estimation. To fully capture socioeconomic heterogeneity, sub-group analyses will be conducted to develop separate income-level assessment models for urban and rural areas, as well as for each province. Discussion This research will help Cambodia implement a sustainable social health insurance system by collecting optimal amount of contributions from each socioeconomic group of the society. Incorporation of this approach into existing NSSF schemes will enhance the country’s current efforts to prevent impoverishing health expenditure and to achieve UHC. |
topic |
Health financing Financial sustainability Health insurance Contribution Income-level assessment Equity |
url |
https://doi.org/10.1186/s12939-020-1126-8 |
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