Spatial Spillover and Threshold Effects of the Digital Economy on Integration of the Cultural, Sports, and Tourism Sectors: Evidence from China’s Provinces

Digital transformation is reshaping resource linkages, service organization, and consumption scenarios among culture, sports, and tourism. Based on a balanced panel dataset of 30 Chinese provincial administrative regions from 2015 to 2024, this study constructs a culture–sports–tourism industry integration coordination index (CSTI) and a digital economy index (DE), and employs two-way fixed effects, a spatial Durbin model, a panel threshold model, and a quadratic specification to examine the average association, spatial spillover, threshold conditions, and regional heterogeneity of the relationship. The results show that (1) the digital economy has a significant positive association with CSTI, mainly operating through the comprehensive development component rather than the coupling component; (2) stable cross-regional spatial spillovers are not identified, indicating that digital connectivity does not automatically translate into regional coordination; (3) a threshold exists for economic development, but the marginal association weakens beyond the threshold rather than strengthening, and the human capital threshold is only marginally significant; (4) the central and western regions exhibit stronger DE coefficients, while higher initial digital infrastructure weakens the marginal effect; and (5) a significant concave relationship between DE and CSTI is found, but a strict inverted-U shape is not supported. These findings suggest that digital economy-enabled culture–sports–tourism integration is a locally embedded, conditionally dependent transformation process rather than a uniform, self-propagating linear growth path.

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Publication Details

Journal
Sustainability
Published
2026-09-29
DOI
https://doi.org/10.3390/su18199970
Primary Topic
Sport and Mega-Event Impacts
Type
article
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article

Spatial Spillover and Threshold Effects of the Digital Economy on Integration of the Cultural, Sports, and Tourism Sectors: Evidence from China’s Provinces

Daqi Jiang, Bo Zhang, Jian Zhang, Muren Hou
Sustainability
Sport and Mega-Event Impacts
article

Spatial Spillover and Threshold Effects of the Digital Economy on Integration of the Cultural, Sports, and Tourism Sectors: Evidence from China’s Provinces

Daqi Jiang, Bo Zhang, Jian Zhang, Muren Hou
article en

Abstract

Digital transformation is reshaping resource linkages, service organization, and consumption scenarios among culture, sports, and tourism. Based on a balanced panel dataset of 30 Chinese provincial administrative regions from 2015 to 2024, this study constructs a culture–sports–tourism industry integration coordination index (CSTI) and a digital economy index (DE), and employs two-way fixed effects, a spatial Durbin model, a panel threshold model, and a quadratic specification to examine the average association, spatial spillover, threshold conditions, and regional heterogeneity of the relationship. The results show that (1) the digital economy has a significant positive association with CSTI, mainly operating through the comprehensive development component rather than the coupling component; (2) stable cross-regional spatial spillovers are not identified, indicating that digital connectivity does not automatically translate into regional coordination; (3) a threshold exists for economic development, but the marginal association weakens beyond the threshold rather than strengthening, and the human capital threshold is only marginally significant; (4) the central and western regions exhibit stronger DE coefficients, while higher initial digital infrastructure weakens the marginal effect; and (5) a significant concave relationship between DE and CSTI is found, but a strict inverted-U shape is not supported. These findings suggest that digital economy-enabled culture–sports–tourism integration is a locally embedded, conditionally dependent transformation process rather than a uniform, self-propagating linear growth path.

SustainabilityVol. 18(19)
Beijing Normal University (CN), Northeastern University (CN)
Decent work and economic growth
Openalex Percentile: Top 5%
Sport and Mega-Event Impacts
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