Cost of diabetes and hypertension care among patients in rural Bangladesh: a cross-sectional study

Hypertension and diabetes impose significant health and economic burdens in low-and middle-income countries like Bangladesh. This study aimed to estimate both direct and indirect costs associated with hypertension and diabetes care in Dinajpur, a rural district of Bangladesh, and identify factors influencing these costs. This cross-sectional study used baseline data from a community survey conducted as part of an ongoing implementation research project. A multistage cluster sampling approach was used to randomly select adults aged 40 years and above from 45 wards across three subdistricts of Dinajpur. The analysis included 832 individuals who reported being on medication for hypertension (n = 635) and/or diabetes (n = 335). Data were collected through structured questionnaires, capturing direct (medical and non-medical) and indirect costs (productivity losses). Descriptive statistics, Wilcoxon rank-sum, and Kruskal-Wallis tests were used for univariate analyses. Multivariate linear regression models with log-transformed cost data were used to identify cost determinants. The average monthly total cost per patient was BDT 1,308 (USD 10.8) for hypertension and BDT 2,064 (USD 17.1) for diabetes. For both conditions, direct medical costs accounted for around 80% of total costs (60% for medicines), direct non-medical costs around 11% (mostly food and travel), and indirect costs approximately 9%. Direct costs were lower at public facilities compared to private dispensaries (Hypertension: GMR 0.46, 95% CI 0.33–0.64; Diabetes: GMR 0.15, 95% CI 0.10–0.24), while higher costs were observed for private clinics and NGO facilities. Level of education was associated with higher direct costs, particularly among patients with primary or secondary or higher education. Comorbidities were also associated with higher direct costs: in hypertension, cardiovascular disease (GMR 1.78, 95% CI 1.35–2.35) and high cholesterol (GMR 2.16, 95% CI 1.49–3.14) increased direct costs, with similar associations for diabetes costs. Indirect costs, reflecting productivity losses, were higher for private clinics, public facilities, and NGO facilities compared to private dispensaries. In the sample taken from a rural region from Bangladesh, hypertension and diabetes care entails a considerable financial burden, driven largely by medicine costs and reliance on private healthcare providers. Improved access to essential services and financial protection strategies are needed to reduce out-of-pocket expenditures.

Authors

Institutions

Publication Details

Journal
BMC Public Health
Published
2026-02-04
DOI
https://doi.org/10.1186/s12889-026-26456-8
Primary Topic
Diabetes, Cardiovascular Risks, and Lipoproteins
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Cost of diabetes and hypertension care among patients in rural Bangladesh: a cross-sectional study

Aysha Anan, Lora Sabin, Zahidul Quayyum, Baby Naznin et al.
BMC Public Health
Diabetes, Cardiovascular Risks, and Lipoproteins
article

Cost of diabetes and hypertension care among patients in rural Bangladesh: a cross-sectional study

Aysha Anan, Lora Sabin, Zahidul Quayyum, Baby Naznin, Wubin Xie, Tanmoy Sarker, Ali Ahsan, Malay Kanti Mridha, John Chambers, Brian Oldenburg, M M Fardeen Kabir, Mst. Jakia Sultana, Md. Mokbul Hossain
article en

Abstract

Hypertension and diabetes impose significant health and economic burdens in low-and middle-income countries like Bangladesh. This study aimed to estimate both direct and indirect costs associated with hypertension and diabetes care in Dinajpur, a rural district of Bangladesh, and identify factors influencing these costs. This cross-sectional study used baseline data from a community survey conducted as part of an ongoing implementation research project. A multistage cluster sampling approach was used to randomly select adults aged 40 years and above from 45 wards across three subdistricts of Dinajpur. The analysis included 832 individuals who reported being on medication for hypertension (n = 635) and/or diabetes (n = 335). Data were collected through structured questionnaires, capturing direct (medical and non-medical) and indirect costs (productivity losses). Descriptive statistics, Wilcoxon rank-sum, and Kruskal-Wallis tests were used for univariate analyses. Multivariate linear regression models with log-transformed cost data were used to identify cost determinants. The average monthly total cost per patient was BDT 1,308 (USD 10.8) for hypertension and BDT 2,064 (USD 17.1) for diabetes. For both conditions, direct medical costs accounted for around 80% of total costs (60% for medicines), direct non-medical costs around 11% (mostly food and travel), and indirect costs approximately 9%. Direct costs were lower at public facilities compared to private dispensaries (Hypertension: GMR 0.46, 95% CI 0.33–0.64; Diabetes: GMR 0.15, 95% CI 0.10–0.24), while higher costs were observed for private clinics and NGO facilities. Level of education was associated with higher direct costs, particularly among patients with primary or secondary or higher education. Comorbidities were also associated with higher direct costs: in hypertension, cardiovascular disease (GMR 1.78, 95% CI 1.35–2.35) and high cholesterol (GMR 2.16, 95% CI 1.49–3.14) increased direct costs, with similar associations for diabetes costs. Indirect costs, reflecting productivity losses, were higher for private clinics, public facilities, and NGO facilities compared to private dispensaries. In the sample taken from a rural region from Bangladesh, hypertension and diabetes care entails a considerable financial burden, driven largely by medicine costs and reliance on private healthcare providers. Improved access to essential services and financial protection strategies are needed to reduce out-of-pocket expenditures.

BMC Public HealthVol. 26(1)
Boston University (US), Baker Heart and Diabetes Institute (AU), Nanyang Technological University (SG), La Trobe University (AU), Imperial College London (GB), BRAC University (BD)
National Institute for Health and Care Research
Openalex Percentile: Top 69%
Diabetes, Cardiovascular Risks, and Lipoproteins
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.