Evidence map›Paper›PMID 40225186›Full record

ArticleGlobal health, epidemiology and genomics2025

Determinants of Multimorbidity in a Low-Resource Setting: A Population-Based Cross-Sectional Study in Bangladesh.

Syed Toukir Ahmed Noor, Luthful Alahi Kawsar, Mohammad Romel Bhuia

Abstract read
In one paragraph

Article in Global health, epidemiology and genomics, 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.

Syed Toukir Ahmed NoorDepartment of Statistics, Shahjalal University of Science & Technology, Sylhet 3114, Bangladesh.ORCID https://orcid.org/0000-0001-5111-7055
Luthful Alahi KawsarDepartment of Statistics, Shahjalal University of Science & Technology, Sylhet 3114, Bangladesh.ORCID https://orcid.org/0000-0002-8010-6379
Mohammad Romel BhuiaDepartment of Statistics, Shahjalal University of Science & Technology, Sylhet 3114, Bangladesh.ORCID https://orcid.org/0009-0002-3615-4215

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multimorbidity is a complex and highly prevalent health condition characterised by the coexistence of two or more chronic diseases within an individual. It is a growing public health issue worldwide, predominantly in low-resource countries like Bangladesh. Therefore, this study aimed to determine the prevalence and associated factors of multimorbidity among the adult population in Bangladesh. A cross-sectional study was carried out among 504 respondents who were 18 years or older. The generalised linear mixed model was used to identify the risk factors. Among the respondents, 65.3% (95% confidence interval [CI]: 61.0 to 69.3) had multimorbidity. The most common chronic conditions were allergic disorder (34%, 95% CI: 30 to 39), gastritis (31%, 95% CI: 27 to 35), low back pain (28.4%, 95% CI: 24.6 to 32.5), oral diseases (27%, 95% CI: 23 to 29) and arthritis (21%, 95% CI: 18 to 25). Middle-aged adults (adjusted odds ratio [AOR] = 7.97; 95% CI: 3.35 to 18.92) and older adults (AOR = 8.44; 95% CI: 1.90 to 36.64) had significantly higher odds of multimorbidity than young adults. Employed respondents had an 86% (AOR = 0.14; 95% CI: 0.07 to 0.36) lower odds of multimorbidity than non-working individuals. Higher sleeping duration (6 to 8 h: AOR = 0.44; 95% CI: 0.25 to 0.80; 8 to 10 h: AOR = 0.26; 95% CI: 0.11 to 0.60), regular vegetable consumption (AOR = 0.42; 95% CI: 0.22 to 0.80) and adequate water intake (AOR = 0.48; 95% CI: 0.29 to 0.79) were protective factors against multimorbidity, whereas obesity increased the odds (AOR = 3.32; 95% CI: 1.06 to 10.43). These findings emphasise the need to promote healthy lifestyle habits, such as maintaining a balanced diet, staying hydrated and engaging in regular physical exercise, to reduce the burden of multimorbidity in low-resource settings.

Indexed as

MultimorbidityAdolescentAdultAgedBangladeshChronic DiseaseCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceRisk FactorsYoung AdultBangladeshchronic diseaseslow-resource settingmultimorbiditynon-communicable diseases

Identifiers

PMID40225186
PMCPMC11991861

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.