Evidence map›Paper›PMID 42780162›Full record

ArticleFrontiers in public health2026

When sport becomes social: how exercise and live spectatorship are linked to happiness through neighborhood connections.

Huiying Song, Zhengbing Guo

Abstract read
In one paragraph

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

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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

2 authors.

Huiying SongXi'an Siyuan University, Xi'an, China.
Zhengbing GuoSchool of Humanities and Social Science, Xi'an Jiaotong University, Xi'an, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Sport is often understood as a health behavior associated with happiness through physical activity and psychological regulation. However, less is known about the social pathways connecting different forms of sport involvement with happiness. This study examined the associations of structured exercise participation (SEP) and live sports spectatorship (LSS) with happiness and investigated the mediating role of neighborhood social capital (NSC). Methods: Data were drawn from 5,451 respondents in the 2023 Chinese General Social Survey. OLS regression was used as the main analytical approach, ordered logistic regression was conducted as a robustness check, and bootstrap mediation analysis was used to estimate the indirect, direct, and total associations of SEP and LSS with happiness through NSC. Results: Both SEP and LSS were positively associated with happiness after adjustment for demographic, socioeconomic, health-related, and residential characteristics. The ordered logistic models produced substantively consistent results. Bootstrap analysis showed significant positive indirect associations through NSC for both SEP and LSS. For SEP, the direct association remained statistically significant after NSC was included. For LSS, the direct association was not statistically significant, whereas the indirect and total associations remained significant. Discussion: The findings suggest that sport involvement is associated with happiness not only through active physical participation or spectator-based leisure, but also through neighborhood social connections and everyday social embeddedness. SEP appears to be linked to happiness through both direct and socially mediated pathways, whereas the association of LSS with happiness appears to operate primarily through NSC. Given the cross-sectional design, these findings should be interpreted as associations rather than causal effects.

Indexed as

ExerciseHappinessNeighborhood CharacteristicsResidence CharacteristicsSocial CapitalSportsChinaFemaleHumansMalehappinesslive sports spectatorshipneighborhood social capitalsport involvementstructured exercise participation

Identifiers

PMID42780162
PMCPMC13597406

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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.