ArticleBMC public health2022
Financial risk protection against noncommunicable diseases: trends and patterns in Bangladesh.
Article in BMC public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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11 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- Understanding variation in catastrophic health expenditure from socio-ecological aspect: a systematic review.BMC public health · 2024Pooled it
- The impoverishing effect of tobacco expenditures.Scientific reports · 2026Article
- Machine learning approaches in identifying factors associated with hypertension and undiagnosed hypertension in adults in rural areas of Bangladesh.Archives of public health = Archives belges de sante publique · 2026Article
- Financial burden of noncommunicable diseases on households in Bangladesh: a quasi-experimental analysis using national survey data.Health economics review · 2026Article
- Cost of diabetes and hypertension care among patients in rural Bangladesh: a cross-sectional study.BMC public health · 2026Article
- Unmet healthcare needs, out-of-pocket payments and catastrophic health expenditures among hypertensive adults in Bangladesh.BMC health services research · 2025Article
- Economic and healthcare influences on circulatory diseases in Kazakhstan: a retrospective ecological study.Journal of health, population, and nutrition · 2024Article
- The financial burden of noncommunicable diseases from out-of-pocket expenditure in sub-Saharan Africa: a scoping review.Health promotion international · 2024Article
- Rural‒urban disparities in household catastrophic health expenditure in Bangladesh: a multivariate decomposition analysis.International journal for equity in health · 2024Article
- Assessing health-related quality of life among cancer survivors during systemic and radiation therapy in Bangladesh: a cancer-specific exploration.BMC cancer · 2023Article
- Economic burden of non-communicable diseases on households in Nigeria: evidence from the Nigeria living standard survey 2018-19.BMC public health · 2023Article
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3 authors at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundDemographic and epidemiological transitions are changing the disease burden from infectious to noncommunicable diseases (NCDs) in low- and middle-income countries, including Bangladesh. Given the rising NCD-related health burdens and growing share of household out-of-pocket (OOP) spending in total health expenditure in Bangladesh, we compared the country's trends and socioeconomic disparities in financial risk protection (FRP) among households with and without NCDs.
methodsWe used data from three recent waves of the Bangladesh Household Income and Expenditure Survey (2005, 2010, and 2016) and employed the normative food, housing (rent), and utilities method to measure the levels and distributions of catastrophic health expenditure (CHE) and impoverishing effects of OOP health expenditure among households without NCDs (i.e. non-NCDs only) and with NCDs (i.e. NCDs only, and both NCDs and non-NCDs). Additionally, we examined the incidence of forgone care for financial reasons at the household and individual levels.
resultsBetween 2005 and 2016, OOP expenses increased by more than 50% across all households (NCD-only: USD 95.6 to 149.3; NCD-and-non-NCD: USD 89.5 to 167.7; non-NCD-only: USD 45.3 to 73.0), with NCD-affected families consistently spending over double that of non-affected households. Concurrently, CHE incidence grew among NCD-only families (13.5% to 14.4%) while declining (with fluctuations) among non-NCD-only (14.4% to 11.6%) and NCD-and-non-NCD households (12.9% to 12.2%). Additionally, OOP-induced impoverishment increased among NCD-only and non-NCD-only households from 1.4 to 2.0% and 1.1 to 1.5%, respectively, affecting the former more. Also, despite falling over time, NCD-affected individuals more frequently mentioned prohibiting treatment costs as the reason for forgoing care than the non-affected (37.9% vs. 13.0% in 2016). The lowest quintile households, particularly those with NCDs, consistently experienced many-fold higher CHE and impoverishment than the highest quintile. Notably, CHE and impoverishment effects were more pronounced among NCD-affected families if NCD-afflicted household members were female rather than male, older people, or children instead of working-age adults.
conclusionsThe lack of FRP is more pronounced among households with NCDs than those without NCDs. Concerted efforts are required to ensure FRP for all families, particularly those with NCDs.
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