Does sports industry development improve regional public health? A cross-regional heterogeneous study in China

This study investigates whether sports industry development improves regional public health in China, with particular attention to potential nonlinear threshold effects and regional heterogeneity. Using panel data from 30 Chinese provinces over the period 2010-2024, Hansen's panel threshold regression model is employed to examine the relationship between sports industry development (measured as percentage of GDP) and life expectancy, supplemented by instrumental variable estimation and system GMM approaches to address endogeneity concerns. The results reveal a significant single threshold effect at 0.96% of GDP (95% CI: 0.89-1.04), with the promotion coefficient increasing from 0.312 to 0.369 (+18.3%) after crossing this threshold. Regional analysis uncovers substantial heterogeneity: Eastern China exhibits a linear relationship without threshold effects, while Central and Western regions demonstrate distinct thresholds at 1.06 and 0.79%, respectively, with effect enhancements of 13.3 and 26.4% after crossing these thresholds. These findings suggest that sports industry development significantly promotes public health through nonlinear mechanisms that vary across regional development stages. Policy implications indicate that differentiated strategies should prioritize sports industry investment in underdeveloped Western regions where marginal health benefits are greatest.

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Publication Details

Journal
Frontiers in Public Health
Published
2026-02-13
DOI
https://doi.org/10.3389/fpubh.2026.1770636
Primary Topic
Sport and Mega-Event Impacts
Type
article
Field-Weighted Citation Impact
0.00

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article

Does sports industry development improve regional public health? A cross-regional heterogeneous study in China

Shuxiong Song
Frontiers in Public Health
Sport and Mega-Event Impacts
article

Does sports industry development improve regional public health? A cross-regional heterogeneous study in China

Shuxiong Song
article en

Abstract

This study investigates whether sports industry development improves regional public health in China, with particular attention to potential nonlinear threshold effects and regional heterogeneity. Using panel data from 30 Chinese provinces over the period 2010-2024, Hansen's panel threshold regression model is employed to examine the relationship between sports industry development (measured as percentage of GDP) and life expectancy, supplemented by instrumental variable estimation and system GMM approaches to address endogeneity concerns. The results reveal a significant single threshold effect at 0.96% of GDP (95% CI: 0.89-1.04), with the promotion coefficient increasing from 0.312 to 0.369 (+18.3%) after crossing this threshold. Regional analysis uncovers substantial heterogeneity: Eastern China exhibits a linear relationship without threshold effects, while Central and Western regions demonstrate distinct thresholds at 1.06 and 0.79%, respectively, with effect enhancements of 13.3 and 26.4% after crossing these thresholds. These findings suggest that sports industry development significantly promotes public health through nonlinear mechanisms that vary across regional development stages. Policy implications indicate that differentiated strategies should prioritize sports industry investment in underdeveloped Western regions where marginal health benefits are greatest.

Frontiers in Public HealthVol. 14
Anhui University of Science and Technology (CN), Anhui Science and Technology University (CN)
National Office for Philosophy and Social Sciences
Industry, innovation and infrastructure
Openalex Percentile: Top 62%
Sport and Mega-Event Impacts
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Does sports industry development improve regional public health? A cross-regional heterogeneous study in China — Shuxiong Song · Frontiers in Public Health (2026) | TGRS Research Map | TGRS