Evidence map›Paper›PMID 40756404›Full record

ArticleFrontiers in public health2025

Physical activity level among male and female middle to high school students and impact of perceived school climate: a longitudinal analysis.

Biplav Babu Tiwari, Jacob Matta, Michael R Thomsen, Linlin Da, Kiran Thapa, Ye Shen, Justin B Ingels, Janani Rajbhandari-Thapa

Abstract read
In one paragraph

Article in Frontiers in 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
–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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 citing papers in PubMed.

  1. Article
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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

8 authors.

Biplav Babu TiwariDepartment of Health Policy and Management, College of Public Health, The University of Georgia, Athens, GA, United States.
Jacob MattaDepartment of Epidemiology and Biostatistics, College of Public Health, The University of Georgia, Athens, GA, United States.
Michael R ThomsenDepartment of Health Policy and Management, Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, AR, United States.
Linlin DaDepartment of Health Policy and Management, College of Public Health, The University of Georgia, Athens, GA, United States.
Kiran ThapaDepartment of Epidemiology and Biostatistics, College of Public Health, The University of Georgia, Athens, GA, United States.
Ye ShenDepartment of Epidemiology and Biostatistics, College of Public Health, The University of Georgia, Athens, GA, United States.
Justin B IngelsDepartment of Health Policy and Management, College of Public Health, The University of Georgia, Athens, GA, United States.
Janani Rajbhandari-ThapaDepartment of Health Policy and Management, College of Public Health, The University of Georgia, Athens, GA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Physical activity levels are declining among middle and high school students, and schools could provide an ideal space for engaging adolescents in physical activity. The study aimed to assess physical activity levels among male and female middle to high school students and the impact of perceived school climate. Methods: This longitudinal study utilized the Georgia Student Health Survey (GSHS) from 2016 to 2020, with change in the proportion of physically active students as an outcome and school climate measures as predictors. Factor analysis yielded a composite index for each school climate measure. Descriptive analysis measured the trend and male vs. female differences in physical activity. A multivariable linear regression model was developed to assess the impact of school climate on physical activity and male-female differences. Results: The decline in physical activity with increasing grade levels was notably more pronounced in females than males. Improvement in the perception of school climate measures was consistently linked to an increased proportion of physically active students as they progressed to higher grades (for example, change in perception of school connectedness: Conclusion: The study findings underscore the importance of fostering positive school climates to mitigate the decline in physical activity levels, especially among adolescent females.

Indexed as

ExerciseSchoolsStudentsAdolescentFemaleGeorgiaHealth SurveysHumansLongitudinal StudiesMaleSex Factorsadolescent healthadolescentslongitudinal studyphysical activityschool climate

Identifiers

PMID40756404
PMCPMC12313673

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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.