Evidence map›Paper›PMID 40312669›Full record

ArticleBMC public health2025

Examining the relationship between commuting time, academic achievement, and mental health in rural China: a cross-sectional analysis.

Hongyu Guan, Jing Xue, Yunyun Zhang, Fang Chang, Wenting Liu

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

The trial behind it

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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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

5 authors.

Hongyu GuanCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, Xian, 710119, China.
Jing XueCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, Xian, 710119, China.
Yunyun ZhangCollege of Economics, Xi'an University of Finance and Economics, Xi'an, China.
Fang ChangCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, Xian, 710119, China.
Wenting LiuCenter for Experimental Economics in Education, Faculty of Education, Shaanxi Normal University, Xian, 710119, China. tingtingtu86@163.com.

Funding

Higher Education Discipline Innovation Project B16031the National Natural Science Foundation of China 72373085
6 · The paper itself

Abstract

backgroundRearranging school layouts in rural areas has been one of the most important changes to basic education in China since the early 2000s. The layout adjustment has increased the service radius of rural primary schools and increased the distance for students to go to school. While numerous studies have revealed that reducing commuting time would improve positive emotions, limited attention has been given to examining the relationship between commuting time, academic performance, and mental health in China.

methodsUsing survey data from 12,394 students in 249 rural primary schools in 18 counties, this study examines the association of commuting time on academic performance and mental health among rural students in China. Instrumental variable (IV) estimation techniques are utilized to address potential endogeneity issues and provide robust estimates of the relationships under investigation. Academic performance was measured using the Trends in International Mathematics and Science Study (TIMSS) test, and mental health status was measured using the Mental Health Test (MHT).

results.Lengthy commutes are negatively associated with students' academic performance and mental health. Each additional hour of commuting time is associated with a 0.148 SD decrease in academic performance and a 3.039 increase in mental health test scores for students, indicating a higher risk of mental health problems. Heterogeneity analysis revealed that the effect of commuting time is more pronounced for female students, senior students, students with migrant parents, and students whose parents have lower education levels. Mechanism analysis demonstrates that sleep duration and after-school outdoor activities mediate the relationship between commuting time, academic achievement, and mental health.

conclusionThis study contributes new evidence regarding the association between commuting time, academic performance, and mental health among rural students in China. The findings offer valuable insights for education policymakers in optimizing school location and layout strategies to support students' academic success and mental well-being.

trial registrationPermission was received from local Boards of Education in each region and the principals of all schools. The principles of the Declaration of Helsinki were followed throughout. Oral informed consent was obtained from at least one parent for all child participants. Ethical committee approval for this study were obtained from Sun Yat-Sen University (Registration number: 2013MEKY018) and Stanford University (Registration number: 24847). The trial registration number is ISRCTN03252665 (registered at 25/09/2012).

Indexed as

Academic SuccessMental HealthRural PopulationStudentsTransportationAdolescentChildChinaCross-Sectional StudiesFemaleHumansMaleSchoolsSurveys and QuestionnairesTime FactorsAcademic performanceCommuting timeMental healthRural China

Identifiers

PMID40312669
PMCPMC12044713

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LicenceCC BY-NC-ND
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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.