Evidence map›Paper›PMID 42460195›Full record

ArticleCureus2026

Health Problems and Associated Factors Among Grain Handlers in Bangladesh: A Cross-Sectional Study.

Naima Ferdous, Mohammad Ataour Rahman, Aparna Mandal Anee, Nishat Jahan Nishi, Md Faizul Ahasan, Ahad Mahmud Khan, Shahria Sattar

Abstract read
In one paragraph

Article in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

7 authors.

Naima FerdousDepartment of Occupational and Environmental Health, National Institute of Preventive and Social Medicine, Dhaka, BGD.
Mohammad Ataour RahmanResearch and Development Unit, Dhaka Bank Public Limited Company, Dhaka, BGD.
Aparna Mandal AneeDepartment of Occupational and Environmental Health, National Institute of Preventive and Social Medicine, Dhaka, BGD.
Nishat Jahan NishiDepartment of Occupational and Environmental Health, National Institute of Preventive and Social Medicine, Dhaka, BGD.
Md Faizul AhasanDepartment of Pharmacology and Therapeutics, Ibrahim Medical College, Bangladesh Institute of Research and Rehabilitation in Diabetes, Endocrine and Metabolic Disorders General Hospital, Dhaka, BGD.
Ahad Mahmud KhanDepartment of Public Health, Projahnmo Research Foundation, Dhaka, BGD.
Shahria SattarDepartment of Occupational and Environmental Health, National Institute of Preventive and Social Medicine, Dhaka, BGD.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Grain handlers are exposed to several occupational hazards, including grain dust, heat, smoke, heavy physical workload, prolonged working hours, and repetitive movements. These exposures may increase the risk of respiratory, musculoskeletal, eye, skin, and gastrointestinal problems. This study aimed to assess health problems and associated factors among grain handlers in Bangladesh. Methods A cross-sectional study was conducted among 292 grain handlers working in rice mills in Munshiganj Sadar Upazila, Dhaka Division, Bangladesh, in 2021. Data were collected through face-to-face interviews using a semi-structured questionnaire. Socio-demographic characteristics, work-related factors, and self-reported health problems were assessed. Descriptive statistics were used to summarize the findings. Bivariable and multivariable logistic regression analyses were performed to identify factors associated with health problems. Results The mean age of the respondents was 38.04±11.01 years, with a male-to-female ratio of 5:1. Most workers worked >48 hours per week (86.3%) and reported overtime work (86.3%). Respiratory problems were the most common health problem, reported by 227 workers (77.7%), followed by musculoskeletal problems in 189 (64.7%), eye problems in 73 (25.0%), gastrointestinal problems in 49 (16.8%), and skin problems in 48 (16.4%). The most common symptoms were cough in 203 (69.5%), lower back pain in 107 (36.6%), red eye in 65 (22.3%), itching in 48 (16.4%), and abdominal pain in 29 (9.9%). In the adjusted analysis, no factor was significantly associated with respiratory problems. Eye problems were less likely among workers in the boiling section than among those in the drying section (AOR=0.40, 95% CI: 0.17-0.96; p=0.039). Primary education was associated with lower odds of skin problems compared with no formal education (AOR=0.39, 95% CI: 0.17-0.88; p=0.024). Musculoskeletal problems were significantly more common among workers aged 39-58 years than among those aged 19-38 years (AOR=2.71, 95% CI: 1.35-5.44; p=0.005) and among loading/unloading workers compared with drying workers (AOR=2.23, 95% CI: 1.10-4.53; p=0.026). Gastrointestinal problems were more likely among workers working >48 hours per week than among those working ≤48 hours per week (AOR=4.05, 95% CI: 1.16-14.15; p=0.029). Conclusion Grain handlers in Bangladesh experience a high burden of occupational health problems, particularly respiratory and musculoskeletal problems. Age, education, section of job, and weekly working hours were associated with selected health problems. Because of the cross-sectional design and reliance on self-reported outcomes, these findings should be interpreted as associations rather than causal effects. Improved occupational safety measures, including dust control, ventilation, ergonomic interventions, scheduled rest periods, health education, personal protective equipment, and regular health screening, are needed to protect this vulnerable workforce.

Indexed as

bangladeshgrain handlersmusculoskeletal problemsoccupational healthrespiratory problemsrice mill workers

Identifiers

PMID42460195
PMCPMC13369261

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.