Evidence map›Paper›PMID 42253543›Full record

ArticleFrontiers in psychology2026

Effects of physical exercise on the happiness of Chinese university students: the moderated mediation model of grit through peer relationship and hope.

Jin Chen

Abstract read
In one paragraph

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

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

The trial behind it

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

1 author.

Jin ChenNanjing Vocational College of Information Technology, Nanjing, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study examined whether grit moderates the serial mediating effects of peer relationships and hope in the association between physical exercise and happiness among Chinese university students. The primary aim was to generate preliminary empirical evidence that may inform the development of intervention strategies designed to enhance hope and psychological wellbeing in emerging adulthood. Participants were recruited using a multistage stratified sampling strategy, followed by a census-based data collection approach in which all eligible students within the selected departments were surveyed. This process resulted in a final sample of 508 undergraduate students. Data were analyzed using IBM SPSS Statistics 25.0, AMOS 23.0, and the PROCESS macro (Version 4.2). The analytical procedures included descriptive statistics, reliability testing, exploratory and confirmatory factor analyses, measurement model evaluation, and moderated mediation analysis using PROCESS Model 83 with bootstrapping. The results yielded two principal findings. First, physical exercise, grit, peer relationships, hope, and happiness were positively and significantly intercorrelated. Second, grit demonstrated a significant conditional indirect effect in the pathway from physical exercise to happiness via peer relationships and hope. Specifically, the conditional indirect effect was stronger at higher levels of grit, indicating that grit amplifies the positive association between physical exercise and happiness. These findings contribute preliminary evidence to the growing literature on grit by identifying its enhancing role within a positive psychological process model. Rather than functioning solely as a protective buffer, grit appears to strengthen the beneficial pathway linking health-promoting behaviors to interpersonal and cognitive-emotional resources, ultimately fostering happiness among Chinese university students.

Indexed as

conditional indirect effectgrithappinesspeer relationshipphysical exercise

Identifiers

PMID42253543
PMCPMC13236558

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.