Evidence mapPaperPMID 41492804Full record

SynthesisAsia-Pacific journal of public health2026

Association Between Educational Attainment and Overweight/Obesity in Eight South Asian Countries: A Systematic Review.

Rubee Dev, Zoe O'Neill, Colleen M Norris, Valeria Raparelli, Swarnali Sarkar, Louise Pilote

Abstract readSystematic ReviewReview
In one paragraph

Synthesis in Asia-Pacific journal of public health, 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

6 authors.

Rubee DevSchool of Nursing, Faculty of Applied Science, The University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0003-1853-9728
Zoe O'NeillDivision of Internal Medicine, University of Ottawa, Ottawa, ON, Canada.
Colleen M NorrisFaculty of Nursing, University of Alberta, Edmonton, AB, Canada.
Valeria RaparelliDepartment of Translational and Precision Medicine, Sapienza-University of Rome, Rome, Italy.
Swarnali SarkarErnst and Young LLP, New Delhi, India.
Louise PiloteDivisions of General Internal Medicine and Clinical Epidemiology, Department of Medicine, McGill University, Montreal, QC, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The prevalence of overweight/obesity (OW/OB-defined by body mass index) in low- and middle-income countries is rising, and the sociodemographic characteristics of the most affected populations are changing. The relationship between education, widely recognized as a gender-related variable, and OW/OB in high-income countries is well understood; however, the impact in South Asian (SA) countries is less clear. This systematic review interrogated the relationship between educational attainment and OW/OB, by searching Ovid MEDLINE, CINAHL, EMBASE, and Web of Science for studies published after 2013, reporting the prevalence of OW/OB by educational attainment in eight SA countries. Data were extracted and the association between education and OW/OB was coded as direct, indirect, null, or U-shaped. A total of 32 studies were included in the review. The mean age was 38.5 years. The prevalence of OW/OB ranged between 4.6% and 64.4%. Females were reported to be at higher risk of OW/OB compared with males. Most of the studies reported women with higher education at greater risk of being OW/OB. SA countries are undergoing substantial transformations in their economic and social frameworks that influence how sex and gender mediate cardiovascular risk factors like OW/OB. Preventive strategies must be tailored to the unique characteristics of the SA population.

Indexed as

Educational StatusObesityOverweightAdultAsiaFemaleHumansMalePrevalenceRisk FactorseducationgenderobesityoverweightsexSouth Asia

Identifiers

PMID41492804
PMCPMC12876412

What Socratic holds

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LicenceCC BY
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Registered trials

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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.