Evidence map›Paper›PMID 40144565›Full record

ArticleFrontiers in nutrition2025

Nutrition literacy is associated with general obesity, abdominal obesity, and body fat percentage obesity.

Yan Cui, Qi Qi, Yuhui Sun, Rumeng Liu, Wending Yin, Huaqing Liu

Abstract read
In one paragraph

Article in Frontiers in nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

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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

5 citing papers in PubMed.

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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.

Yan CuiSchool of Public Health, Bengbu Medical University, Bengbu, Anhui, China.
Qi QiHuainan Maternal and Child Health and Family Planning Service Centre, Huainan, Anhui, China.
Yuhui SunSchool of Public Health, Bengbu Medical University, Bengbu, Anhui, China.
Rumeng LiuSchool of Public Health, Bengbu Medical University, Bengbu, Anhui, China.
Wending YinSchool of Public Health, Bengbu Medical University, Bengbu, Anhui, China.
Huaqing LiuSchool of Public Health, Bengbu Medical University, Bengbu, Anhui, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity is associated with unhealthy eating behavior among adults. Nutrition literacy (NL) is an important determinant of eating behavior. This study investigated the association of NL with general obesity, abdominal obesity, and body fat percentage (BFP) obesity among adults. Methods: This study was a cross-sectional survey on the Nutrition Literacy and Obesity, conducted in Bengbu City, China (May to July 2023). The Short-Form Nutrition Literacy scale was used to evaluate the NL of adults. General obesity was defined as a body mass index of ≥28 kg/m Results: Participants with a high level of NL had low odds of general obesity (odds ratio [OR]: 0.66; 95% confidence interval [CI]: 0.43-0.99), abdominal obesity (OR: 0.63; 95% CI: 0.46-0.87), and BFP obesity (OR: 0.55; 95% CI: 0.35-0.87). In subgroup analyses and interaction tests, age significantly influenced the negative correlations of NL with abdominal obesity and BFP obesity ( Conclusion: Our findings highlight that adults with high levels of NL have low odds of general obesity, abdominal obesity, and BFP obesity. Age, sex, smoking status, and drinking status influence the correlation between NL and obesity. The results indicate the importance of NL in the prevention and management of obesity in adults. To effectively address the challenges of adult obesity management, public health practitioners should tailor nutrition education and skill training programs to specific demographic profiles.

Indexed as

abdominal obesityadultsbody fat percentagegeneral obesitynutrition literacy

Identifiers

PMID40144565
PMCPMC11936784

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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 OpenQuestion graph.