ArticleScientific reports2024
Sequential mediation analysis of physical activity, healthy diet, BMI, and academic burnout in the Pakistani educational landscape.
Article in Scientific reports, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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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.
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Who cites it
7 citing papers in PubMed, 9 citations in OpenAlex.
- Analysis of the mechanism of physical activity enhancing well-being among college students using artificial neural network.Scientific reports · 2025Article
- Burnout Risk Profiles in Psychology Students: An Exploratory Study with Machine Learning.Behavioral sciences (Basel, Switzerland) · 2025Article
- Psychological mechanisms of healthy lifestyle and academic burnout: a moderated mediation model.Frontiers in psychology · 2025Article
- Exploring the mediating role of social support in sports participation and academic burnout among adolescent students in China.Frontiers in psychology · 2025Article
- The impact of physical activity on academic burnout in Chinese college students: a moderated chain mediation model.Frontiers in psychology · 2025Article
- A Longitudinal Investigation on the Reciprocal Relationship of Problematic Smartphone Use with Bedtime Procrastination, Sleep Quality, and Mental Health Among University Students.Psychology research and behavior management · 2024Article
- Exploring the longitudinal impacts of academic stress and lifestyle factors among Chinese students.Journal of pharmaceutical policy and practice · 2024Article
Corrections and comments
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Authors and funding
5 authors at 5 institutions in 4 countries.
Funding
Abstract
Research has indicated a negative impact of physical activity on academic burnout among students, however, there is a paucity of evidence about the underlying mechanism of this association in Pakistani students. The present research seeks to investigate the relationship between physical activity and academic burnout by investigating the potential mediating effects of adherence to the Mediterranean diet (MD) and body mass index (BMI). A sample of 596 students using a cross-sectional survey design was gathered from two public universities (Riphah International University and Mohammed Ali Jinnah University) in Rawalpindi, Pakistan from June to July 2022. The study participants were asked to fill out the Physical Activity Rating Scale-3, the Learning Burnout Scale, and the Test of Adherence to MD questionnaires. The study employed descriptive, bivariate, and path analysis through regression utilizing the SPSS software version 27. The findings demonstrated a negative correlation between academic burnout and BMI, physical activity, and adherence to the MD. The relationship between physical activity and academic burnout was mediated by BMI. Physical activity and academic burnout were inversely correlated, with adherence to the MD and BMI interacting as sequential mediators. The outcomes of this research have expanded our knowledge of the association between physical activity and academic burnout and have suggested crucial and appropriate strategies for addressing student academic burnout.
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Registered trials
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