Evidence map›Paper›PMID 41514336›Full record

ArticleBMC health services research2026

Challenges in non-communicable disease management at primary healthcare facilities in rural Bangladesh: a cross-sectional mixed-methods study of patient non-retention and system readiness.

Tarun Kanti Hore, Abdul Alim, Md Monir Hossain Shimul, Salamat Khandker, Sk Akhtar Ahmad

Abstract read
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Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

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

5 authors.

Tarun Kanti HoreAsia Arsenic Network, Jashore, Bangladesh.
Abdul AlimNCDC, Directorate General of Health Services, Dhaka, Bangladesh.
Md Monir Hossain ShimulFaculty of Health, Education and Life Sciences, Birmingham City University, Birmingham, UK.
Salamat KhandkerDepartment of Public Health, Daffodil International University, Dhaka, Bangladesh.
Sk Akhtar AhmadOccupational and Environmental Health, Bangladesh University of Health Sciences, Mirpur-1, Dhaka, 1216, Bangladesh. anon@bdcom.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-communicable diseases (NCDs), particularly hypertension and diabetes, have shown a rising trend in Bangladesh despite ongoing management initiatives at primary healthcare facilities. Understanding both the prevalence and management challenges is critical for effective intervention.

methodsThis cross-sectional mixed-methods study was conducted from March to September 2023 across 12 selected upazilas in Khulna and Jashore districts of Bangladesh. The study aimed to identify adults at risk for hypertension and diabetes mellitus and explore challenges faced by patients and healthcare providers. A total of 120 community campaigns were conducted to screen adults, and 248 healthcare facilities were assessed for NCD service availability, provider training, and logistics.

resultsAmong 13,189 adult participants (40.8% male, 59.2% female), 45.8% were at risk of NCDs, while 54.2% were already affected. Hypertension was observed in 34.5% of participants and elevated random blood glucose in 27.9%. Hypertension was more common among males (30.0% vs. 24.2%, p < 0.001), while elevated glucose was higher among females (21.2% vs. 17.7% in males, p < 0.001). Overall, 40.1% were overweight or obese. Among diagnosed patients, 32.0% were non-retention to facility follow-up. Facility assessments showed that 52.8% offered NCD screening services, 51.4% of providers had received NCD-related training, 46.8% had glucometers, and only 24.6% had educational materials. Providers highlighted patient non-retention as a major challenge, while patients cited socio-economic and treatment-related barriers.

conclusionA substantial proportion of adults were either affected by or at risk of NCDs. Key Factors associated with non-retention and system gaps were observed including patient non-retention and limited facility readiness. Targeted community-level interventions addressing adherence and service gaps are essential to improve NCD management. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

Noncommunicable DiseasesPrimary Health CareRural Health ServicesAdultBangladeshCross-Sectional StudiesDiabetes MellitusFemaleHumansHypertensionMaleMiddle AgedRural PopulationDiabetes mellitusHypertensionNon-communicable diseasesNon-retentionPrimary health care

Identifiers

PMID41514336
PMCPMC12882294

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

None linked

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 Socratic graph.