Evidence map›Paper›PMID 40400010›Full record

ArticleBMC health services research2025

Prevalence and correlates of health care utilization for non-communicable diseases in Bangladesh.

Md Tauhidul Islam, Mieghan Bruce, Khurshid Alam

Abstract read
In one paragraph

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.

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
  2. Article
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

3 authors.

Md Tauhidul IslamMurdoch Business School, Murdoch University, Perth, WA, 6150, Australia. tauhid.islam@murdoch.edu.au.
Mieghan BruceSchool of Veterinary Medicine and Centre for Biosecurity and One Health, Harry Butler Institute, Murdoch University, Perth, WA, 6150, Australia.
Khurshid AlamMurdoch Business School, Murdoch University, Perth, WA, 6150, Australia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-communicable diseases (NCDs) bring double burden of diseases for Bangladesh where public health system is facing challenges to tackle it. Previous studies investigating healthcare utilization by the patients with NCDs lack nationally representative data. The present study examined healthcare utilization and factors associated with utilizing different types of health facilities (public/private/medicine shop /others/multiple providers). This study further tried to find out the linkage between utilizing different types of health facilities and the receipt of at least one lifestyle behaviour or more, and patient-related medication non-adherence.

methodsWe analysed nationally representative cross-sectional STEPwise approach to NCD risk factor surveillance (STEPS) Survey 2018 in Bangladesh. Following Andersen's conceptual framework and applying multinomial logistic regression, we examined multiple types of healthcare utilization to estimate and identify predictors associated with the types of healthcare facilities accessed. Further relationships with the receipt of at least one lifestyle behaviour or more, and patient-related medication non-adherence were investigated using binary logistic regression.

resultsThe majority of the participants used private facilities (41.0%) for curative care. For accessing medicine for NCDs, participants mostly used medicine shop (81.2%). In the fully adjusted model comparing public facilities vs. medicine shop respondents with no formal education (vs. university education or higher) were more likely to use medicine shop (adjusted relative risk ratio (aRRR):3.9; confidence interval (CI):1.1,13.5). While comparing public facilities vs. other healthcare options (village doctor, alternative medicine practitioner (Homeo, Ayurveda, Unani) and traditional healer), respondents from rural area (vs. urban) more likely to utilize other healthcare options (aRRR: 3.5; CI: 1.8,6.8).

conclusionThe study findings are crucial for Bangladesh's ongoing effort to strengthen NCDs care. Further elucidation of the factors influencing the decision between types of health facility use could be provided by future mixed-method studies.

Indexed as

Noncommunicable DiseasesPatient Acceptance of Health CareAdolescentAdultAgedBangladeshCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceYoung AdultBangladeshHealth care utilizationNon-communicable diseasesPrivate health facilityPublic health facility

Identifiers

PMID40400010
PMCPMC12093657

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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 OpenQuestion graph.