Evidence map›Paper›PMID 42181042›Full record

ArticleThe Lancet regional health. Southeast Asia2026

Multimorbidity among indigenous tribal communities in Kerala, India: a cross-sectional study (2022-2024).

Panniyammakal Jeemon, Sunaib Ismail, Mathew J Valamparampil, Jissa Vinoda Thulaseedharan, Srinivas Gopala

Abstract read
In one paragraph

Article in The Lancet regional health. Southeast Asia, 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

5 authors.

Panniyammakal JeemonSree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India.
Sunaib IsmailSree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India.
Mathew J ValamparampilSree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India.
Jissa Vinoda ThulaseedharanSree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India.
Srinivas GopalaSree Chitra Tirunal Institute for Medical Sciences and Technology, Trivandrum, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The burden of multimorbidity is increasing in India, particularly in the state of Kerala. Despite advancement in primary care, several inequities persist among underserved tribal communities. We assessed the prevalence and determinants of non-communicable disease multimorbidity among the indigenous adult (≥30 years) population belonging to tribal communities in Kerala. Methods: We conducted a community-based cross-sectional survey among 18 Indigenous tribal communities in Kerala from September 2022 to July 2024. Adults who were older than or equal to 30 years and residing in selected hamlets were included in the study. We collected sociodemographic, behavioural, clinical, and anthropometric data using standard tools. Further, we measured blood pressure, point-of-care glucose, creatinine, haemoglobin, and urine biomarkers (sodium, potassium, creatinine, albumin). Detailed medical records and clinical histories were systematically reviewed to ascertain the prevalence of non-communicable diseases (NCDs). Data analysis was conducted using descriptive statistics, multivariable regression, and disease co-occurrence network analysis (Louvain clustering) in R (version 4.4.3). Findings: A total of 2333 adults (≥30 years) belonging to tribal communities were included in the study. The mean age (±SD) of the participants was 50.0 ± 13.2 years and three-fifths (n = 1356) of them were women. Cardio-metabolic conditions, including hypertension (50.8%), diabetes (32.2%), and chronic kidney disease (22.6%), were the most common NCDs. The overall prevalence of multimorbidity was 55.2% (95% CI 52.7-57.6). The prevalence was 39.5% among adults 30-49 years and 87.3% among those older than 70 years of age. Older age group had higher odds of multimorbidity, with adjusted odds ratios (AORs) ranging from 2.4 to 8.0. Low BMI (AOR 1.8, 95% CI 1.2-2.8) and abdominal obesity (AOR 2.1, 95% CI 1.4-3.0), were also associated with multimorbidity. Network analysis revealed a dominant cardio-metabolic cluster linking hypertension, diabetes, chronic kidney disease, and anaemia. Interpretation: Multimorbidity is prevalent in one out of two adults (≥30 years) among indigenous tribal communities in Kerala. Cardiometabolic and renal diseases often co-occur. The findings underscore the need for integrated primary care, targeted screening, and culturally tailored interventions to address chronic disease burden in Indigenous population. Funding: This project is funded by the Department of Science and Technology (DST), Government of India (Project 6117).

Indexed as

Cross-sectional studyHealth inequitiesIndiaMultimorbidityNoncommunicable diseasesTribal populations

Identifiers

PMID42181042
PMCPMC13196445

What Socratic 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 Socratic graph.