An Integrated Study of the Spatiotemporal Characteristics of the Impact of China's Digital Economy on the Upgrading of the Sports Industry
DOI:
https://doi.org/10.70088/7p53zt63Keywords:
digital economy, sports industry, spatiotemporal analysis, spatial econometrics, industrial upgradingAbstract
As the digital economy becomes a key driver of global economic growth, China's sports industry is currently undergoing a profound digital and intelligent transformation. Using Stata 18.0 software, this study conducts a comprehensive spatial autocorrelation analysis across 15 provincial-level regions in China from 2020 to 2024. It aims to systematically identify the complex integration patterns between the digital economy and the sports industry, providing robust empirical evidence and a solid theoretical foundation for effective policymaking. The empirical findings demonstrate that, first, the digital economy substantially advances sports industry upgrading and elevates its position in global value chains through technological integration, factor reorganization, and business-model innovation. Crucially, this positive impact exhibits a non-linear pattern of increasing marginal returns over time. Second, the effect displays marked spatiotemporal differentiation across the country. Spatially, the impact is significantly stronger in eastern China, forming high-value clusters in the Yangtze River Delta, Pearl River Delta, and Beijing-Tianjin-Hebei region. Temporally, it follows a clear diffusion path from core city polarization to broader surrounding areas via technology spillovers, capital flows, and model replication, although absolute regional disparities persist. Based on these comprehensive findings, this paper recommends implementing differentiated regional development strategies, establishing a unified national market for data factors to facilitate secure resource circulation, and strengthening cross-departmental collaborative governance to form a joint force for high-quality industrial transformation.References
L. D. Williams, "Concepts of Digital Economy and Industry 4.0 in Intelligent and information systems," Int. J. Intell. Netw., vol. 2, pp. 122–129, 2021.
D. Wang, W. Wu, and L. Li, "Analysis of the model and mechanism for integrated development of the digital economy and the real economy," Front. Econ. China, vol. 19, no. 2, p. 226, 2024.
Z. Zhang, "The impact of the artificial intelligence industry on the number and structure of employments in the digital economy environment," Technol. Forecast. Soc. Change, vol. 197, p. 122881, 2023.
R. Yishake, D. Sui, and X. Lv, "The Impact of Digital New Infrastructure on the Balanced Development of Digital–Real Economy Integration: Evidence for Sustainable Regional Growth," Sustainability, vol. 18, no. 10, p. 4636, 2026.
X. Zhang, Z. Cui, L. Jiang, H. Ding, and L. Zhong, "The impact of the digital economy on the green transformation of the sports industry: the moderating role of marketization of data factors," Front. Sports Active Living, vol. 8, p. 1728840, 2026.
H. Sun, M. Cheng, and F. Jiang, "Research on the influence mechanism of digital economy on the development of the sports and health industry in China," Sci. Rep., vol. 15, no. 1, p. 30595, 2025.
X. Wei, J. Zhang, O. Lyulyov, and T. Pimonenko, "The role of digital economy in enhancing the sports industry to attain sustainable development," Sustainability, vol. 15, no. 15, p. 12009, 2023.
L. Lu, S. Yang, and Q. Li, "The interaction of digital economy, artificial intelligence and sports industry development--based on China PVAR analysis of provincial panel data," Heliyon, vol. 10, no. 4, 2024.
H. Zhou and Z. Xiong, "Navigating the digital frontier: Inherent mechanisms, challenges, and strategies for sports consumption upgrade in the digital economy," J. Knowl. Econ., vol. 16, no. 2, pp. 8687–8726, 2025.
Y. Li, C. Yu, J. You, J. Yang, and S. Ye, "The Digital Economy, Residents’ Consumption Upgrade, and the High-Quality Development of the Sports Industry: Evidence from Eastern China," SAGE Open, vol. 15, no. 4, p. 21582440251382551, 2025.
L. Ziming and T. Kharchenko, "Innovations in the field of sports industry management: Assessment of the digital economy's impact on the qualitative development of the sports industry," Balt. J. Econ. Stud., vol. 9, no. 3, pp. 10–21, 2023.
X. Sun, L. Su, B. Zhou, T. Bu, and Y. Zhang, "Systematic evaluation of integration between China’s digital economy and sports industry: Two-stage grey relational analysis and vector autoregressive model," PLoS One, vol. 19, no. 5, p. e0303572, 2024.
B. Dong, "Dynamic modeling of high‐quality development of sports industry driven by big data digital economy," Mob. Inf. Syst., vol. 2022, no. 1, p. 9131081, 2022.
Y. Wang, Y. Geng, Q. Lin, G. Li, B. Wang, and D. Wang, "The coupling coordination degree and spatial correlation analysis of the digital economy and sports industry in China," Sustainability, vol. 14, no. 23, p. 16147, 2022.
Z. Liu and J. Zhao, "Digital economy-driven sports industry: The synergistic effects of data factorization and tourism upgrading," Finance Res. Lett., p. 109557, 2026.
R. Bo and H. Haiyan, "Theoretical logic, practical dilemma and implementation path of high quality development of sports industry driven by digital economy," J. Shanghai Univ. Sport, vol. 45, no. 7, pp. 22–34, 2021.
R. Bo and H. Haiyan, "Mechanism, Plight and Path of Digital Economy Enabling Sports Industry to Integrate into the New Development Pattern of 'Dual Circulation'," J. Shanghai Univ. Sport, vol. 48, no. 1, pp. 82–93, 2024.
S. U. Weizhou, X. I. A. O. Dan, T. A. N. Hong, L. I. Kunyu, and C. H. E. Zhaoli, "Influence of Digital Economy on the High-quality Development of Sports Industry Verification Based on Mediation Model and Threshold Model," J. Shanghai Univ. Sport, vol. 48, no. 1, pp. 94–104, 2024.
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Copyright (c) 2026 Fei Chen, Dong Chen, Jing He, Wenjing Yang, Ming Li (Author)

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