How the digital economy narrows regional social disparities: mechanisms and evidence from Chinese cities
DOI: https://doi.org/10.3846/tede.2026.26059Abstract
The widening gap in social development across regions poses a critical challenge to achieving inclusive growth in emerging economies. This study investigates whether and how the digital economy can act as an equalizing force, promoting shared prosperity. Using a balanced panel of 268 Chinese cities from 2003 to 2020, we construct a multidimensional digital economy index through the entropy method and apply an Instrumental-Variable (IV) approach based on historical postal network density to address endogeneity. The results show that digitalization significantly reduces regional social disparities – particularly in western cities – by strengthening fintech inclusion, improving rural living conditions, and enhancing urban innovation capacity. Robustness tests with alternative indicators, subsample analyses, and policy-control variables confirm the stability of the findings. Methodologically, this paper adds value by integrating entropy-weighted digital measurement with IV-based causal inference; conceptually, it advances the understanding of digital transformation as both a driver of productivity and a social equalizer. Policy-wise, the findings suggest that targeted investment in digital infrastructure, inclusive finance, and human-capital development is essential for aligning digital strategies with sustainable and regionally balanced growth.
First published online 8 June 2026
Keywords:
digital economy, regional inequality, social development, common prosperity, inclusive growthHow to Cite
Share
License
Copyright (c) 2026 The Author(s). Published by Vilnius Gediminas Technical University.

This work is licensed under a Creative Commons Attribution 4.0 International License.
References
Acemoglu, D., Naidu, S., Restrepo, P., & Robinson, J. A. (2019). Democracy does cause growth. Journal of Political Economy, 127(1), 47–100. https://doi.org/10.1086/700936
Baron, R. M., & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173
Behera, B., Haldar, A., & Sethi, N. (2024). Investigating the direct and indirect effects of Information and Communication Technology on economic growth in the emerging economies: Role of financial development, foreign direct investment, innovation, and institutional quality. Information Technology for Development, 30(1), 33–56. https://doi.org/10.1080/02681102.2023.2233463
Bin Abu Sofian, A. D. A., Lim, H. R., Siti Halimatul Munawaroh, H., Ma, Z., Chew, K. W., & Show, P. L. (2024). Machine learning and the renewable energy revolution: Exploring solar and wind energy solutions for a sustainable future including innovations in energy storage. Sustainable Development, 32(4), 3953–3978. https://doi.org/10.1002/sd.2885
Bresnahan, T. F., & Trajtenberg, M. (1995). General purpose technologies ‘Engines of growth’?. Journal of Econometrics, 65(1), 83–108. https://doi.org/10.1016/0304-4076(94)01598-T
Crescenzi, R., De Filippis, F., Giua, M., & Vaquero-Piñeiro, C. (2022). Geographical indications and local development: the strength of territorial embeddedness. Regional Studies, 56(3), 381–393. https://doi.org/10.1080/00343404.2021.1946499
Demertzis, M., Merler, S., & Wolff, G. B. (2018). Capital markets union and the fintech opportunity. Journal of Financial Regulation, 4(1), 157–165. https://doi.org/10.1093/jfr/fjx012
Demir, A., Pesqué-Cela, V., Altunbas, Y., & Murinde, V. (2022). Fintech, financial inclusion and income inequality: A quantile regression approach. The European Journal of Finance, 28(1), 86–107. https://doi.org/10.1080/1351847X.2020.1772335
Dzhumashev, R., & Kazakevitch, G. (2025). Production, environment, and population growth. Environmental and Resource Economics, 88, 2791–2814. https://doi.org/10.1007/s10640-025-00956-4
Hilbert, M. (2016). Big data for development: A review of promises and challenges. Development Policy Review, 34(1), 135–174. https://doi.org/10.1111/dpr.12142
Jia, X., & Kanagaretnam, K. (2025). Digital inclusion and financial inclusion: Evidence from peer-to-peer lending. Journal of Business Ethics, 196(2), 345–380. https://doi.org/10.1007/s10551-024-05689-w
Kakwani, N., & Son, H. H. (2016). Social welfare functions and development. Palgrave. https://doi.org/10.1057/978-1-137-58325-3
Kovac, N., Żmija, K., Roy, J. K., Kusa, R., & Duda, J. (2024). Digital divide and digitalization in Europe: A bibliometric analysis. Equilibrium. Quarterly Journal of Economics and Economic Policy, 19(2), 463–520. https://doi.org/10.24136/eq.2899
Li, B. (2025). Digital infrastructure and regional economic disparities: Evidence from the broadband China strategy. Economics of Innovation and New Technology. https://doi.org/10.1080/10438599.2025.2581600
Li, B., & Fan, X. (2025). Does e-commerce lead to private enterprises being diverted out of the real economy? Evidence from China. Journal of Regional Science, 65(4), 1077–1093. https://doi.org/10.1111/jors.12774
Li, B., & Hu, R. (2025). To inhibit or to promote: How does the digital economy affect urban expansion in China?. Environment and Planning B: Urban Analytics and City Science. https://doi.org/10.1177/23998083251406319
Li, B., & Yang, C. (2025). Bridging the East-West environmental development gap in China: the role and mechanisms of the digital economy in promoting common prosperity. Applied Economics. https://doi.org/10.1080/00036846.2025.2535551
Li, B., Huang, M., & Li, Q. (2025a). Can the digital economy narrow the gap in environmental development between the East and the West of China?. Environment, Development and Sustainability. https://doi.org/10.1007/s10668-025-06418-7
Li, B., Liu, X., & Zhou, C. (2025b). Robots and firm total factor productivity: Evidence from China. International Journal of Technology Management, 97(4), 517–539. https://doi.org/10.1504/IJTM.2025.144817
Li, B., & Zhou, C. (2024). Robot adoption and urban total factor productivity: evidence from China. Technological and Economic Development of Economy, 30(5), 1330–1351. https://doi.org/10.3846/tede.2024.21102
Li, J., & Li, B. (2022). Digital inclusive finance and urban innovation: Evidence from China. Review of Development Economics, 26(2), 1010–1034. https://doi.org/10.1111/rode.12846
Liao, L., & Du, M. (2024). How digital finance shapes residents’ health: Evidence from China. China Economic Review, 87, Article 102246. https://doi.org/10.1016/j.chieco.2024.102246
Liu, J., & Wang, X. (2025). Exploring the driving effect of the digital economy on rural labor force’s occupational transformation: Based on analysis of CFPS panel data. International Review of Financial Analysis, 101, Article 104010. https://doi.org/10.1016/j.irfa.2025.104010
Liu, Y., & He, Z. (2024). Synergistic industrial agglomeration, new quality productive forces and high-quality development of the manufacturing industry. International Review of Economics & Finance, 94, Article 103373. https://doi.org/10.1016/j.iref.2024.103373
Liu, Y., Zang, Y., & Yang, Y. (2020). China’s rural revitalization and development: Theory, technology and management. Journal of Geographical Sciences, 30(12), 1923–1942. https://doi.org/10.1007/s11442-020-1819-3
Luo, S., Yimamu, N., Li, Y., Wu, H., Irfan, M., & Hao, Y. (2023). Digitalization and sustainable development: How could digital economy development improve green innovation in China?. Business Strategy and the Environment, 32(4), 1847–1871. https://doi.org/10.1002/bse.3223
Ma, L., Liu, S., Fang, F., Che, X., & Chen, M. (2020). Evaluation of urban-rural difference and integration based on quality of life. Sustainable Cities and Society, 54, Article 101877. https://doi.org/10.1016/j.scs.2019.101877
Mao, Y. (2026). Digital transformation of SMEs, action-oriented information disclosure, and enterprise value enhancement. Applied Economics, 58(9), 1764–1777. https://doi.org/10.1080/00036846.2025.2471039
Moser, P., & Voena, A. (2012). Compulsory licensing: Evidence from the trading with the enemy act. American Economic Review, 102(1), 396–427. https://doi.org/10.1257/aer.102.1.396
Myovella, G., Karacuka, M., & Haucap, J. (2020). Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies. Telecommunications Policy, 44(2), Article 101856. https://doi.org/10.1016/j.telpol.2019.101856
Niebel, T., Rasel, F., & Viete, S. (2019). BIG data – BIG gains? Understanding the link between big data analytics and innovation. Economics of Innovation and New Technology, 28(3), 296–316. https://doi.org/10.1080/10438599.2018.1493075
North, D. C. (1990). Institutions, institutional change and economic performance. Cambridge University Press. https://doi.org/10.1017/CBO9780511808678
Osei-Assibey, E., Adokoh, E. O., & Nubuor, A. (2023). The effect of tariff on import revenue and misinvoicing in Sub-Saharan Africa. Journal of African Trade, 10(1), Article 8. https://doi.org/10.59624/2214-8523.1134
Pan, W., Xie, T., Wang, Z., & Ma, L. (2022). Digital economy: An innovation driver for total factor productivity. Journal of Business Research, 139, 303–311. https://doi.org/10.1016/j.jbusres.2021.09.061
Philippon, T. (2019). On fintech and financial inclusion (Working Paper No. 26330). National Bureau of Economic Research. https://doi.org/10.3386/w26330
Sen, A. (1976). Real national income. The Review of Economic Studies, 43(1), 19–39. https://doi.org/10.2307/2296597
Wang, J.-H. (2007). From technological catch-up to innovation-based economic growth: South Korea and Taiwan compared. The Journal of Development Studies, 43(6), 1084–1104. https://doi.org/10.1080/00220380701466609
Wang, Y., & Zhang, Z. (2025). Digital development and rural financial inclusion: Evidence from China. Research in International Business and Finance, 73, Article 102637. https://doi.org/10.1016/j.ribaf.2024.102637
Xiong, D., Zhong, X., Sun, K., & Zhao, S. (2025). The Belt and Road Initiative and urban entrepreneurship: Evidence from the opening policy From China. American Journal of Economics and Sociology, 84(3), 481–496. https://doi.org/10.1111/ajes.12614
Xu, S., Xu, Z., Guo, Z., & Wang, J. (2025). Can information infrastructure break the imbalance between urban and rural development? Empirical evidence from China. Information Technology for Development, 31(1), 140–160. https://doi.org/10.1080/02681102.2024.2351729
Ye, L. (2025). Digital economy and high-quality agricultural development. International Review of Economics & Finance, 99, Article 104028. https://doi.org/10.1016/j.iref.2025.104028
Yin, S., & Yuan, Y. (2024). Integrated assessment and influencing factor analysis of energy-economy-environment system in rural China. AIMS Energy, 12(6), 1173–1205. https://doi.org/10.3934/energy.2024054
Yin, S., Wang, Y., & Zhang, Q. (2025). Mechanisms and implementation pathways for distributed photovoltaic grid integration in rural power systems: A study based on multi-agent game theory approach. Energy Strategy Reviews, 60, Article 101801. https://doi.org/10.1016/j.esr.2025.101801
Yu, Z. (2024). Historical contribution of socialist political economy with Chinese characteristics. Social Sciences in China, 45(3), 4–20. https://doi.org/10.1080/02529203.2024.2403262
Zhan, Y., Gao, D., Feng, M., & Yan, S. (2025). Digital finance, non-agricultural employment, and the income-increasing effect on rural households. International Review of Financial Analysis, 98, Article 103897. https://doi.org/10.1016/j.irfa.2024.103897
Zhang, Y., & Qu, Y. (2024). Has the digital economy improved the consumption of poor and subsistence households?. China Economic Review, 83, Article 102083. https://doi.org/10.1016/j.chieco.2023.102083
Zhao, T., & Duan, L. (2025). Digital transformation: how digital infrastructure impacts urban livability in China. Applied Economics, 58(6), 1145–1161. https://doi.org/10.1080/00036846.2025.2464820
Zhou, C., & Li, B. (2023). How does e‐commerce demonstration city improve urban innovation? Evidence from China. Economics of Transition and Institutional Change, 31(4), 915–940. https://doi.org/10.1111/ecot.12361
Zhu, K., & Guo, L. (2024). Financial technology, inclusive finance and bank performance. Finance Research Letters, 60, Article 104872. https://doi.org/10.1016/j.frl.2023.104872
Zong, Z., & Guan, Y. (2025). AI-driven intelligent data analytics and predictive analysis in Industry 4.0: Transforming knowledge, innovation, and efficiency. Journal of the Knowledge Economy, 16(1), 864–903. https://doi.org/10.1007/s13132-024-02001-z
View article in other formats
Published
Issue
Section
Copyright
Copyright (c) 2026 The Author(s). Published by Vilnius Gediminas Technical University.
License

This work is licensed under a Creative Commons Attribution 4.0 International License.