Evidence map›Paper›PMID 40764929›Full record

ArticleBMC health services research2025

Effect of a public health protection scheme for the below-poverty-line population on out-of-pocket inpatient care expenditure in Bangladesh: findings from a quasi-experimental study.

Md Golam Rabbani, Md Zahid Hasan, Gazi Golam Mehdi, Mohammad Wahid Ahmed, Md Nurul Amin, Mohammad Shahadt Hossain Mahmud, Ziaul Islam, Shehrin Shaila Mahmood

Abstract read
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Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Md Golam RabbaniHealth Economics and Financing, Health Systems and Population Studies Division, icddr,b, 68 Shaheed Tajuddin Ahmed Sharani, Mohakhali, Dhaka, 1212, Bangladesh. rabbaniduihe@gmail.com.
Md Zahid HasanHealth Economics and Financing, Health Systems and Population Studies Division, icddr,b, 68 Shaheed Tajuddin Ahmed Sharani, Mohakhali, Dhaka, 1212, Bangladesh.
Gazi Golam MehdiHealth Economics and Financing, Health Systems and Population Studies Division, icddr,b, 68 Shaheed Tajuddin Ahmed Sharani, Mohakhali, Dhaka, 1212, Bangladesh.
Mohammad Wahid AhmedHealth Economics and Financing, Health Systems and Population Studies Division, icddr,b, 68 Shaheed Tajuddin Ahmed Sharani, Mohakhali, Dhaka, 1212, Bangladesh.
Md Nurul AminHealth Economics Unit, Health Services Division, Ministry of Health & Family Welfare, Dhaka, Bangladesh.
Mohammad Shahadt Hossain MahmudHealth Economics Unit, Health Services Division, Ministry of Health & Family Welfare, Dhaka, Bangladesh.
Ziaul IslamHealth Economics and Financing, Health Systems and Population Studies Division, icddr,b, 68 Shaheed Tajuddin Ahmed Sharani, Mohakhali, Dhaka, 1212, Bangladesh.
Shehrin Shaila MahmoodHealth Economics and Financing, Health Systems and Population Studies Division, icddr,b, 68 Shaheed Tajuddin Ahmed Sharani, Mohakhali, Dhaka, 1212, Bangladesh.

Funding

Health Economics Unit, Ministry of Health and Family Welfare, Bangladesh GR-01965
6 · The paper itself

Abstract

backgroundIn Bangladesh, households' out-of-pocket (OOP) health expenditure accounts for 68.5% of the total health expenditure. The Government of Bangladesh has been implementing a pilot health protection scheme called Shasthyo Surokhsha Karmasuchi (SSK) to protect the below-poverty-line population from higher financial burdens in accessing inpatient care since 2016. This study aimed to estimate and compare the OOP expenditures between patients enrolled in the SSK scheme and those not enrolled and identify the factors influencing OOP expenditures for inpatient care in Bangladesh.

methodsWe conducted a quasi-experimental study using an exit patient survey in 2021. A predefined standard method was used to identify the study population and among them, 314 randomly selected patients were interviewed. Simple statistics measures were employed for data presentation. The Kruskal-Wallis test and Wilcoxon Rank Sum test, and multiple log-linear regression models were applied to assess the effect of the SSK scheme and identify influencing factors. The regression results were then converted into exponentiated coefficients to facilitate interpretation of the effects on OOP health expenditures.

resultsThe SSK patients incurred significantly lower OOP health expenditures, 3.15 times compared to non-SSK patients seeking inpatient care at SSK facilities, and 3.92 times compared to non-SSK patients at non-SSK facilities. After adjusting for covariates, SSK patients still had significantly reduced OOP health expenditures, 3.71 times lower compared to non-SSK patients at SSK facilities, and 4.36 times lower compared to non-SSK patients at non-SSK facilities. The difference in OOP payment for inpatient care across patient groups was led by direct medical OOP expenditure components. The medicine component was identified as the main driver of the OOP expenditure across patient groups. Residents of town and patients who stayed a single night at hospital experienced significantly reduced OOP expenditures for inpatient care. Among other variables, residents of towns and patients who stayed a single night at the health facility had significantly lower OOP expenditures for inpatient care.

conclusionThe findings suggest that the SSK scheme reduces OOP expenses for beneficiaries and has a spill-over effect on non-beneficiaries. Ensuring service availability and accessibility is crucial for maximizing its benefits. Given its positive impact, scaling up SSK could further reduce OOP nationally and support the government's health financing strategy (2012-2032).

Indexed as

Financing, PersonalHealth ExpendituresHospitalizationPovertyAdolescentAdultBangladeshFemaleHumansMaleMiddle AgedYoung AdultBangladeshHealth protection schemeInpatientOut-of-pocket health expenditureShasthyo Surokhsha Karmasuchi

Identifiers

PMID40764929
PMCPMC12326761

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.