Evidence map›Paper›PMID 41647735›Full record

ArticleFrontiers in public health2026

Study on the influencing factors of college students' healthy lifestyles based on the capability, opportunity, motivation-behavior model.

Xinyu Liu, Pengyu Lou, Wenjie Teng, Xiaoyan Xu, Zhaofeng Yu, Xiang Li, Liming Lin, Meng Zhao, Zhiwei Dong

Abstract read
In one paragraph

Article in Frontiers in 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.

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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

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No citing paper in PubMed yet.

4 · The record

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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

9 authors.

Xinyu LiuSchool of Management, Shandong Second Medical University, Weifang, China.
Pengyu LouSchool of Management, Shandong Second Medical University, Weifang, China.
Wenjie TengSchool of Management, Shandong Second Medical University, Weifang, China.
Xiaoyan XuQingdao Traditional Chinese Medicine Hospital (Qingdao Hiser Hospital Affiliated of Qingdao University), Qingdao, China.
Zhaofeng YuSchool of Management, Shandong Second Medical University, Weifang, China.
Xiang LiSchool of Media, Qufu Normal University, Rizhao, China.
Liming LinSchool of Internet Economics and Business, Fujian University of Technology, Fuzhou, China.
Meng ZhaoSchool of Management, Shandong Second Medical University, Weifang, China.
Zhiwei DongSchool of Management, Shandong Second Medical University, Weifang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The college period represents a pivotal stage for establishing long-term health behaviors. Grounded in the COM-B (Capability, Opportunity, Motivation-Behavior) model, this study constructs a comprehensive behavioral explanatory framework: positioning eHealth literacy as Capability, social support as Opportunity, and social responsibility as core Motivation to predict healthy lifestyles (Behavior). It further examines how this mechanism is moderated by major, mental health, and sense of hope. Methods: From May to June 2022, a cross-sectional survey was conducted involving 4,036 students recruited from six universities in Shandong Province, China, using stratified cluster sampling. Validated scales were administered to assess healthy lifestyle, eHealth literacy, social support, social responsibility, mental health, and sense of hope. Multiple linear regression combined with the Bootstrap method was used to explore variable mediation, and Bootstrap was further applied to test moderation effects. Results: A total of 4,036 participants were included in this study, among whom 1,811 were male (44.9%) and 2,225 were female (55.1%). In terms of grade distribution, there were 2,216 lower-grade students (55.0%) and 1,820 upper-grade students (45.0%). The mean score for healthy lifestyles was 3.95 (±0.74). Social responsibility emerged as the strongest predictor ( Discussion: Social responsibility is not only related to the healthy lifestyle of college students, but also plays a mediating role between electronic health literacy, social support, and healthy lifestyle. Therefore, colleges and universities should focus on cultivating students' sense of social responsibility, systematically improve their health literacy, create a supportive campus environment, and enhance students' psychological capital and sense of hope. These multi-level measures, when working together, will help to establish a sustainable mechanism for promoting a healthy lifestyle among college students.

Indexed as

Healthy LifestyleMotivationStudentsAdolescentChinaCross-Sectional StudiesDigital HealthFemaleHealth BehaviorHealth LiteracyHumansMaleMental HealthSocial ResponsibilitySocial SupportSurveys and Questionnairescollege studentsCOM-B modelhealthy lifestylesmediating effectsocial responsibility

Identifiers

PMID41647735
PMCPMC12868220

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LicenceCC BY
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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.