Evidence map›Paper›PMID 40819056›Full record

ArticleBMC health services research2025

Unmet healthcare needs, out-of-pocket payments and catastrophic health expenditures among hypertensive adults in Bangladesh.

Md Mizanur Rahman, Md Safayet Hossain, Ryota Nakamura, Md Ashraful Alam, Syed Khurram Azmat, Motohiro Sato

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. Cited by 2 papers.

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0cells of the map it votes in
2citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Md Mizanur RahmanHitotsubashi Institute for Advanced Study, Hitotsubashi University, 2-1 Naka Kunitachi, Tokyo, 186-8601, Japan. mizanurrub78@gmail.com.
Md Safayet HossainGlobal Public Health Research Foundation, Dhaka, Bangladesh.
Ryota NakamuraHitotsubashi Institute for Advanced Study, Hitotsubashi University, 2-1 Naka Kunitachi, Tokyo, 186-8601, Japan.
Md Ashraful AlamDepartment of Computational Diagnostic Radiology and Preventive Medicine, The University of Tokyo Hospital, Tokyo, Japan.
Syed Khurram AzmatAPPNA-Institute of Public Health, Jinnah Sindh Medical University, Karachi, Pakistan.
Motohiro SatoHitotsubashi Institute for Advanced Study, Hitotsubashi University, 2-1 Naka Kunitachi, Tokyo, 186-8601, Japan.

Funding

Japan Society for the Promotion of Sciences (Kiban A). 23H00049Japan Society for the Promotion of Sciences (Kiban B) 22H03308
6 · The paper itself

Abstract

backgroundThis study aims to examine unmet healthcare needs and the burden of out-of-pocket (OOP) payments in Bangladesh among hypertensive adults using the most recent survey data.

methodsA total of 5086 hypertensive patients aged 18 to 80 were recruited from 75 pharmacies in Bangladesh in 2023, 35 being located in urban areas and 40 in rural areas. Unmet healthcare needs was the primary outcome variable, while the incidence of catastrophic health expenditures (CHE) was the secondary outcome variable. A multilevel logistic regression model was performed to identify factors associated with unmet healthcare needs and CHE. A multilevel Tobit regression model was used to identify the determinants of OOP health expenditures.

resultsThe study indicated that the prevalence of unmet healthcare needs among hypertensive adults was around 26% and incidence of CHE was 46% at 10% threshold of total consumption in Bangladesh. The most common reason for unmet healthcare needs was affordability, long waiting times, lack of availability, and transportation issues etc. Unmet healthcare needs were more prevalent among men, individuals with no education, divorced/separated, non-Muslims and poor population. Regression models suggested that older people, men, those with higher education, Muslim, married people, larger household, overweight and obese people, and rural residents were more likely to burden of OOP expenses.

conclusionsHigh unmet needs and CHE prevalence in Bangladesh reveal inadequate health risk protection. Prioritizing affordability, addressing disparities, and strengthening financial risk protection can improve access and outcomes for hypertensive adults.

Indexed as

Catastrophic IllnessFinancing, PersonalHealth ExpendituresHealth Services Needs and DemandHypertensionAdolescentAdultAgedAged, 80 and overBangladeshFemaleHealth Services AccessibilityHumansMaleMiddle AgedRural PopulationBangladeshCHEMultilevel analysisOOP paymentsTobit modelUnmet healthcare needs

Identifiers

PMID40819056
PMCPMC12357446

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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.