Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis

Abstract Background Ensuring access to health services for all is the main goal of universal health coverage (UHC) plan. Out-of-pocket (OOP) payment still remains the main source of funding for healthcare in Bangladesh. The association between barriers to accessing healthcare and over-reliance on OO...

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Main Authors: Md. Mizanur Rahman, Md. Rashedul Islam, Md. Shafiur Rahman, Fahima Hossain, Ashraful Alam, Md. Obaidur Rahman, Jenny Jung, Shamima Akter
Format: Article
Language:English
Published: BMC 2022-01-01
Series:Health Economics Review
Subjects:
Online Access:https://doi.org/10.1186/s13561-021-00348-6
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author Md. Mizanur Rahman
Md. Rashedul Islam
Md. Shafiur Rahman
Fahima Hossain
Ashraful Alam
Md. Obaidur Rahman
Jenny Jung
Shamima Akter
author_facet Md. Mizanur Rahman
Md. Rashedul Islam
Md. Shafiur Rahman
Fahima Hossain
Ashraful Alam
Md. Obaidur Rahman
Jenny Jung
Shamima Akter
author_sort Md. Mizanur Rahman
collection DOAJ
description Abstract Background Ensuring access to health services for all is the main goal of universal health coverage (UHC) plan. Out-of-pocket (OOP) payment still remains the main source of funding for healthcare in Bangladesh. The association between barriers to accessing healthcare and over-reliance on OOP payments has not been explored in Bangladesh using nationally representative household survey data. This study is a novel attempt to examine the burden of OOP payment and forgone healthcare in Bangladesh, and further explores the inequalities in catastrophic health expenditures (CHE) and forgone healthcare at the national and sub-national levels. Methods This study used data from the most recent nationally representative cross-sectional survey, Bangladesh Household Income and Expenditure Survey, conducted in 2016–17 (N = 39,124). In order to identify potential determinants of CHE and forgone healthcare, multilevel Poisson regression was used. Inequalities in CHE and forgone healthcare were measured using the slope index of inequality. Results Around 25% of individuals incurred CHE and 14% of the population had forgone healthcare for any reasons. The most common reasons for forgone healthcare were treatment cost (17%), followed by none to accompany or need for permission (5%), and distance to health facility (3%). Multilevel analysis indicated that financial burden and forgone care was higher among households with older populations or chronic illness, and those who utilize either public or private health facilities. Household consumption quintile had a linear negative association with forgone care and positive association with CHE. Conclusion This study calls for incorporation of social safety net in health financing system, increase health facility, and gives priority to the disadvantaged population to ensure access to health services for all.
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spelling doaj.art-7105a686f85a4fbf9a9b6712f3fafc122022-12-21T21:20:12ZengBMCHealth Economics Review2191-19912022-01-0112111110.1186/s13561-021-00348-6Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysisMd. Mizanur Rahman0Md. Rashedul Islam1Md. Shafiur Rahman2Fahima Hossain3Ashraful Alam4Md. Obaidur Rahman5Jenny Jung6Shamima Akter7Hitotsubashi Institute for Advanced Study, Hitotsubashi UniversityDepartment of Global Health Policy, School of International Health, The University of TokyoResearch Centre for Child Mental Development, Hamamatsu University School of MedicineGlobal Public Health Research FoundationDepartment of Global Health Policy, School of International Health, The University of TokyoDepartment of Global Health Nursing, Graduate School of Nursing Science, St. Luke’s International UniversityGlobal Public Health Research FoundationHitotsubashi Institute for Advanced Study, Hitotsubashi UniversityAbstract Background Ensuring access to health services for all is the main goal of universal health coverage (UHC) plan. Out-of-pocket (OOP) payment still remains the main source of funding for healthcare in Bangladesh. The association between barriers to accessing healthcare and over-reliance on OOP payments has not been explored in Bangladesh using nationally representative household survey data. This study is a novel attempt to examine the burden of OOP payment and forgone healthcare in Bangladesh, and further explores the inequalities in catastrophic health expenditures (CHE) and forgone healthcare at the national and sub-national levels. Methods This study used data from the most recent nationally representative cross-sectional survey, Bangladesh Household Income and Expenditure Survey, conducted in 2016–17 (N = 39,124). In order to identify potential determinants of CHE and forgone healthcare, multilevel Poisson regression was used. Inequalities in CHE and forgone healthcare were measured using the slope index of inequality. Results Around 25% of individuals incurred CHE and 14% of the population had forgone healthcare for any reasons. The most common reasons for forgone healthcare were treatment cost (17%), followed by none to accompany or need for permission (5%), and distance to health facility (3%). Multilevel analysis indicated that financial burden and forgone care was higher among households with older populations or chronic illness, and those who utilize either public or private health facilities. Household consumption quintile had a linear negative association with forgone care and positive association with CHE. Conclusion This study calls for incorporation of social safety net in health financing system, increase health facility, and gives priority to the disadvantaged population to ensure access to health services for all.https://doi.org/10.1186/s13561-021-00348-6Out-of-pocket health paymentCatastrophic health expenditureForgone healthcareMultilevel analysisBangladesh
spellingShingle Md. Mizanur Rahman
Md. Rashedul Islam
Md. Shafiur Rahman
Fahima Hossain
Ashraful Alam
Md. Obaidur Rahman
Jenny Jung
Shamima Akter
Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis
Health Economics Review
Out-of-pocket health payment
Catastrophic health expenditure
Forgone healthcare
Multilevel analysis
Bangladesh
title Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis
title_full Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis
title_fullStr Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis
title_full_unstemmed Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis
title_short Forgone healthcare and financial burden due to out-of-pocket payments in Bangladesh: a multilevel analysis
title_sort forgone healthcare and financial burden due to out of pocket payments in bangladesh a multilevel analysis
topic Out-of-pocket health payment
Catastrophic health expenditure
Forgone healthcare
Multilevel analysis
Bangladesh
url https://doi.org/10.1186/s13561-021-00348-6
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