Physical exercise participation was positively associated with Chinese residents' sense of social justice in CGSS 2023 cross-sectional data, with self-rated physical health and social trust statistically accounting for part of this association (as independent and serial mediators), though causality cannot be inferred.
Key Findings
Results
Residents in the sample reported a moderately above-midpoint sense of social justice, and just over half evaluated societal fairness positively.
The analytic sample comprised 5,364 respondents from CGSS 2023 after excluding missing, abnormal, and out-of-range observations.
The average sense of social justice score was 3.30, above the medium threshold.
52.49% of respondents held positive evaluations of societal fairness.
Results
Slightly more than half of respondents participated in physical exercise.
The sample-wide physical exercise participation rate was 57.11%.
Data came from the nationwide 2023 Chinese General Social Survey.
Results
Physical exercise participation was significantly and positively associated with sense of social justice after adjusting for controls.
Multiple linear regression controlled for demographic, socioeconomic, health, and social capital indicators.
The abstract reports a significant positive correlation after accounting for all control variables.
Results
Exercise participation was positively associated with self-rated physical health and with social trust.
Associations remained significant after accounting for all control variables.
These were the first-stage links in the mediation models.
Results
Both self-rated physical health and social trust were positively associated with sense of social justice.
The relationships held in models including control covariates.
They support the roles of health and trust as candidate mediators.
Results
Bootstrap-tested SEM identified two independent mediating pathways and one serial mediating chain linking exercise to sense of social justice.
Independent pathways: exercise → self-rated physical health → social justice, and exercise → social trust → social justice.
Serial chain: exercise → self-rated physical health → social trust → sense of social justice.
Bootstrap tests confirmed all three indirect pathways.
Conclusions
The authors conclude that physical health and social trust may help explain the exercise–social justice association, but the cross-sectional design limits the findings to associations.
The data are cross-sectional, so relationships should be interpreted as associations rather than causal effects.
Mediation is described as 'correlated mediating' linkages, i.e., statistical rather than causal mediation.
The authors suggest considering physical well-being and social trust alongside public fitness participation when seeking to understand fairness perceptions.
What This Means
This study used a national survey of 5,364 Chinese adults (the 2023 Chinese General Social Survey) to ask whether people who exercise tend to feel that society is fairer. On average, people rated social fairness at 3.30, a bit above the midpoint, and about 52% viewed society as fair. About 57% of respondents took part in physical exercise.
After accounting for factors such as age, income, education, health, and social connections, people who exercised tended to report a stronger sense of social justice. They also reported better self-rated health and higher trust in others. Statistical analyses suggested that health and trust account for part of the link between exercise and fairness perceptions, and that better health may go along with greater trust, which in turn goes along with a stronger sense of fairness.
Because the survey captured one point in time, this research cannot show that exercise causes people to feel society is fairer; people with a stronger sense of fairness might also be more likely to exercise. The findings suggest that exercise, health, and social trust are connected to how people view fairness, which may be useful for thinking about public fitness programs and social well-being.
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Wu Y, Zhang Y, Liu Z, Zheng Z, Cao L. (2026). The impact of physical exercise participation on residents' sense of social justice: an empirical analysis based on the 2023 data of China's CGSS.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1932575