Evidence map›Paper›PMID 40236362›Full record

ArticleCureus2025

Non-communicable Disease Risk Factor Profile Among the Fishing Community in Ernakulam District of Kerala: A Community-Based Cross-Sectional Study.

Kavya K R, Jaideep C Menon, Niveditha Kartha, Brilly M Rose

Abstract read
In one paragraph

Article in Cureus, 2025. 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

4 authors.

Kavya K RDepartment of Community Medicine, Amrita Institute of Medical Sciences and Research Centre, Kochi, IND.
Jaideep C MenonDepartment of Cardiology, Amrita Institute of Medical Sciences and Research Centre, Kochi, IND.
Niveditha KarthaDepartment of Biostatistics, Amrita Institute of Medical Sciences and Research Centre, Kochi, IND.
Brilly M RoseDepartment of Community Medicine, Amrita Institute of Medical Sciences and Research Centre, Kochi, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background Non-communicable diseases (NCDs) significantly contribute to the global disease burden, with fishing communities being particularly vulnerable due to occupational and lifestyle factors. This study assesses the NCD risk factor profile among the fishing community in the Ernakulam district of Kerala, India. Methods A cross-sectional study was conducted among 415 participants, including fishermen and fisherwomen aged 18 years and older. Data were collected using a standardized questionnaire for NCD risk factor assessment, and a multistage cluster sampling method was used. Statistical analysis was performed using IBM SPSS version 20.0 (IBM Corp., Armonk, NY, USA). The chi-square test was used to assess associations between behavioral and sociodemographic risk factors with NCDs. Multivariable logistic regression was employed to identify significant predictors of NCDs. Results The mean age of participants was 51.3 ± 4.99 years, with 72.3% (300) men and 27.7% (115) women. Key behavioral risk factors included current tobacco use (28.7%), past tobacco use (58.1%), current alcohol use (56.6%), inadequate fruit and vegetable intake (88.9%), and inadequate sleep (90.1%). Hypertension was present in 57.8% of participants, overweight/obesity in 62.2%, and abdominal obesity in 93%. Significant predictors of hypertension included advancing age, past smoking, and inadequate sleep. Overweight/obesity was significantly higher among men, and abdominal obesity was strongly associated with past smoking. Conclusion The fishing community exhibited a high prevalence of NCD risk factors, emphasizing the urgent need for targeted interventions. Addressing behavioral risk factors, improving dietary habits, and promoting healthy physical activity and adequate sleep are crucial to reducing NCD risks. An integrated, community-based approach is recommended to enhance health outcomes in this marginalized population.

Indexed as

behavioral risk factorsfishing communityhypertensionkeralalifestyle factorsnon-communicable diseasesobesitypublic healthrisk factors

Identifiers

PMID40236362
PMCPMC11998057

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.