Evidence map›Paper›PMID 42620820›Full record

ArticleFrontiers in nutrition2026

Peer effects on sugar-sweetened beverage consumption among children and adolescents: evidence from rural Western China.

Chaozhu Li, Zeqi Liu, Xiumei Zhou

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Chaozhu LiSchool of Economics and Management, Huzhou College, Huzhou, China.
Zeqi LiuPublic Administration College of Inner Mongolia University, Hohhot, China.
Xiumei ZhouJiyang College, Zhejiang Agriculture and Forestry University, Zhuji, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Excessive sugar-sweetened beverage (SSB) consumption among children and adolescents in rural areas has become an important public health concern. Although peer influence on adolescent health behaviors has been widely recognized, the mechanisms linking peer SSB consumption to individual intake remain insufficiently understood, particularly in rural settings characterized by boarding education and limited parental supervision. This study examined the association between peer and individual SSB consumption among rural students and explored the mediating role of nutritional cognition. Methods: Cross-sectional survey data were collected from 1,901 students in 25 primary schools and 11 junior high schools in the Jining District of Ulanqab City, Inner Mongolia, China. Ordinary Least Squares (OLS), Instrumental Variable (IV), and Generalized Propensity Score Matching (GPSM) models were employed to estimate the association and assess the robustness of the findings. Mediation analysis was conducted to examine the role of nutritional cognition, and heterogeneity analyses were performed by boarding status and parental cohabitation. Results: Peer SSB consumption was positively and significantly associated with individual SSB consumption ( Discussion: The findings suggest that peer behavior is an important correlate of individual SSB consumption among rural students, partly through its association with nutritional cognition. The stronger association observed among boarding students and those without parental cohabitation highlights the increasing importance of peer influence when parental supervision is limited. These findings support the development of school-based interventions that strengthen positive peer norms and nutrition education to reduce SSB consumption among rural youth, particularly in boarding school settings.

Indexed as

generalized propensity scores matchnutrition educationpeer effectrural children and adolescentssugar-sweetened beverage

Identifiers

PMID42620820
PMCPMC13485726

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