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Data · dataset · 2026

<p>Supplementary Tables (S1-S5).</p>

Listed in ZivaHub and Deakin Research Online and DMU Figshare — shown once because both records carry DOI 10.1371/journal.pone.0359511.s001

<div> <p>Background</p><p>The relationship between sports participation and psychological well-being is well-documented, yet empirical evidence regarding the moderating role of community sports facilities remains inconclusive.

Description

This study tests whether facilities amplify or attenuate the well-being returns to exercise, using four-wave panel data from China (CFPS 2014, 2018, 2020, 2022).</p> <p>Methods</p><p>Linear regression models with individual fixed effects were constructed using China Family Panel Studies data (CFPS 2014, 2018, 2020, and 2022; the 2016 wave was excluded because its happiness item reached only 2.5% of adults).

The analytical sample comprised 71,326 observations from 23,818 individuals. Self-rated happiness (0−10 scale) was regressed on binary exercise participation, community sports facility count (0−5+), and their interaction, controlling for age and log household income. Robustness was tested via instrumental variable estimation (community mean exercise rate) and propensity score matching.</p> <p>Results</p><p>Exercise positively predicted happiness (β = +0.074, p < 0.001) in the baseline fixed-effects model.

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The exercise × facility interaction was directionally consistent with the substitution hypothesis but not statistically significant (β = −0.022, p = 0.075). Marginal exercise effects declined from +0.095 in zero-facility communities (p < 0.001) to non-significance where three or more facility types were available. Instrumental variable estimation results (first-stage F = 3231.25; second-stage β = −0.158, p = 0.117).

The IV estimate did not reach statistical significance, providing limited evidence on treatment effect heterogeneity. Four-wave balanced panel estimates confirmed the baseline finding (β = +0.074, p < 0.01). CES-D mediation accounted for only approximately 4.6% of the total effect.</p> <p>Conclusions</p><p>Exercise benefits subjective well-being most where community sports facilities are least available—a directionally consistent substitution pattern.

Facility investment may yield greater marginal returns when targeted at underserved communities.</p></div>

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Catalogue records · 1

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Provenance · 3 source records, 41 field assertions
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ZivaHuboai:figshare.com:article/3403635811 d agoJSON v1
Deakin Research Onlineoai:figshare.com:article/3403635811 d agoJSON v1
DMU Figshareoai:figshare.com:article/3403635811 d agoJSON v1
FieldAssertionExtractorEvidence
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