From Cross-Sectoral Linkage to Sustainable and Coordinated Development: Spatiotemporal Evolution, Structural Barriers, and Transition Pathways of Sports–Culture–Tourism Integration in China

Cross-sectoral integration among sports, culture, and tourism has emerged as a crucial pathway for fostering coordinated and sustainable regional development. Using panel data from 30 provincial-level regions in China from 2013 to 2022, this study applies the entropy weight method, coupling coordination degree (CCD) model, kernel density estimation, spatial autocorrelation analysis, and obstacle degree model to examine the spatiotemporal evolution and structural shortfalls of sports–culture–tourism coordination. The results reveal steady improvement in the cultural subsystem, persistent vulnerabilities in the sports subsystem, and notable volatility in tourism. The national mean CCD rose from 0.342 in 2013 to 0.411 in 2019 but subsequently declined to 0.373 in 2022, demonstrating that structural synchrony can coexist with limited overall coordination. Regional differences remained significant, with no sustained convergence. Global Moran’s I revealed positive but weak spatial dependence. Obstacle diagnosis identified primary structural shortfalls in sports infrastructure and public service provision, cultural value conversion, and tourism market capacity. Overall, the findings suggest that cross-sectoral linkage does not automatically translate into substantive coordination, highlighting the necessity of balancing subsystem capacities and tailoring regional development support.

Authors

Institutions

Publication Details

Journal
Sustainability
Published
2026-09-15
DOI
https://doi.org/10.3390/su18189459
Primary Topic
Sport and Mega-Event Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

From Cross-Sectoral Linkage to Sustainable and Coordinated Development: Spatiotemporal Evolution, Structural Barriers, and Transition Pathways of Sports–Culture–Tourism Integration in China

Zhiwei Zeng, Jiaxin Zhang, Luping Tang, Tieli Wang et al.
Sustainability
Sport and Mega-Event Impacts
article

From Cross-Sectoral Linkage to Sustainable and Coordinated Development: Spatiotemporal Evolution, Structural Barriers, and Transition Pathways of Sports–Culture–Tourism Integration in China

Zhiwei Zeng, Jiaxin Zhang, Luping Tang, Tieli Wang, Hao Ding
article en

Abstract

Cross-sectoral integration among sports, culture, and tourism has emerged as a crucial pathway for fostering coordinated and sustainable regional development. Using panel data from 30 provincial-level regions in China from 2013 to 2022, this study applies the entropy weight method, coupling coordination degree (CCD) model, kernel density estimation, spatial autocorrelation analysis, and obstacle degree model to examine the spatiotemporal evolution and structural shortfalls of sports–culture–tourism coordination. The results reveal steady improvement in the cultural subsystem, persistent vulnerabilities in the sports subsystem, and notable volatility in tourism. The national mean CCD rose from 0.342 in 2013 to 0.411 in 2019 but subsequently declined to 0.373 in 2022, demonstrating that structural synchrony can coexist with limited overall coordination. Regional differences remained significant, with no sustained convergence. Global Moran’s I revealed positive but weak spatial dependence. Obstacle diagnosis identified primary structural shortfalls in sports infrastructure and public service provision, cultural value conversion, and tourism market capacity. Overall, the findings suggest that cross-sectoral linkage does not automatically translate into substantive coordination, highlighting the necessity of balancing subsystem capacities and tailoring regional development support.

SustainabilityVol. 18(18)
Zhejiang A & F University (CN), Hunan Normal University (CN), Changsha Normal University (CN), University of South China (CN)
Decent work and economic growth
Openalex Percentile: Top 4%
Sport and Mega-Event Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

From Cross-Sectoral Linkage to Sustainable and Coordinated Development: Spatiotemporal Evolution, Structural Barriers, and Transition Pathways of Sports–Culture–Tourism Integration in China — Zhiwei Zeng, Jiaxin Zhang, et al. · Sustainability (2026) | TGRS Research Map | TGRS