IDEAS home Printed from https://ideas.repec.org/a/eee/reveco/v105y2026ics1059056025009840.html

Beyond connectivity: How digital economy shapes regional innovation?

Author

Listed:
  • Xu, He
  • Li, Dong
  • Li, Zhong-hang
  • Lou, Tian-tian

Abstract

This paper empirically examines how the development of the digital economy influences regional innovation capacity, utilizing panel data from 30 Chinese provinces over the period 2011–2023. Employing a dual fixed-effects model complemented by robust endogeneity corrections, including instrumental variable analysis, propensity score matching, and the Heckman selection approach, the study identifies a significant positive impact of digital economy development on regional innovation capacity. Additionally, mediation analysis indicates that R&D intensity partially mediates this relationship, highlighting intensified R&D activities as a key transmission mechanism. Furthermore, financial development and fiscal support significantly moderate the digital economy's effects, suggesting regions with deeper financial markets and proactive fiscal policies achieve greater innovation outcomes from digitalization. These findings provide crucial insights for policymakers aiming to enhance regional innovation capabilities through integrated strategies involving digital infrastructure investment, strengthened financial institutions, and supportive fiscal interventions.

Suggested Citation

  • Xu, He & Li, Dong & Li, Zhong-hang & Lou, Tian-tian, 2026. "Beyond connectivity: How digital economy shapes regional innovation?," International Review of Economics & Finance, Elsevier, vol. 105(C).
  • Handle: RePEc:eee:reveco:v:105:y:2026:i:c:s1059056025009840
    DOI: 10.1016/j.iref.2025.104821
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1059056025009840
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.iref.2025.104821?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Dai, Jiapeng & Mehmood, Usman & Nassani, Abdelmohsen A., 2025. "Empowering sustainability through energy efficiency, green innovations, and the sharing economy: Insights from G7 economies," Energy, Elsevier, vol. 318(C).
    2. Li, Fang & Ouyang, Shuyong & Chen, Victor, 2025. "International capital flows, financial development, and economic growth fluctuations," International Review of Financial Analysis, Elsevier, vol. 102(C).
    3. Wu, Bei & Ma, Wenxia & Zhao, Qi, 2025. "Digital economy and urban green transformation," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    4. Xueyang Wang & Xiumei Sun & Haotian Zhang & Chaokai Xue, 2022. "Digital Economy Development and Urban Green Innovation CA-Pability: Based on Panel Data of 274 Prefecture-Level Cities in China," Sustainability, MDPI, vol. 14(5), pages 1-21, March.
    5. Wang, Yizi & Li, Lanyi, 2024. "Digital economy, industrial structure upgrading, and residents' consumption: Empirical evidence from prefecture-level cities in China," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1045-1058.
    6. Chen, Mengzhu & Liu, Shuai & Gao, Lihui, 2024. "Digital finance, financial flexibility and corporate green innovation," Finance Research Letters, Elsevier, vol. 70(C).
    7. Wu, Jiaying & Xue, Yan & Zhang, Qian & Liu, Yang, 2024. "Digital economy, financial development, and corporate green technology innovation," Finance Research Letters, Elsevier, vol. 66(C).
    8. Ufuk Akcigit & John Grigsby & Tom Nicholas, 2017. "Immigration and the Rise of American Ingenuity," American Economic Review, American Economic Association, vol. 107(5), pages 327-331, May.
    9. Chen, Zhiang & Xu, Wenlong, 2025. "The role of the digital economy in enhancing green innovation: Evidence from Chinese A-share listed enterprises," Finance Research Letters, Elsevier, vol. 71(C).
    10. Dai, Jiapeng, 2025. "Is policy pilot a viable path to sustainable development? Attention allocation perspective," International Review of Financial Analysis, Elsevier, vol. 98(C).
    11. Zheng, Lei & Liu, Ying, 2025. "Digital economy, agricultural loans, and urban–rural income gap," Finance Research Letters, Elsevier, vol. 77(C).
    12. Zhou, Bingjun & Gao, Ke & Ning, Jing & Zhang, Anqi & Dai, Jiapeng, 2024. "Does air pollution change the business strategy for investment? The strategic influence of national governance," Finance Research Letters, Elsevier, vol. 63(C).
    13. Chen, Keren & Zhao, Shenghan & Jiang, Gaozhe & He, Yafeng & Li, Hui, 2025. "The green innovation effect of the digital economy," International Review of Economics & Finance, Elsevier, vol. 99(C).
    14. Gao, Jingyi & Ren, Yuanming & Zhan, Xinyu, 2025. "Does digital finance alter the leverage decision of firms? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    15. Chen, Zhiang & Xing, Ruikun, 2025. "Digital economy, green innovation and high-quality economic development," International Review of Economics & Finance, Elsevier, vol. 99(C).
    16. Ali, Wajid & Dash, Devi Prasad & Dagar, Vishal & Kagzi, Muneza & Elmawazini, Khaled, 2025. "Financial development for energy access: Evidence from credit rationing and carbon emission in MENA region," International Review of Financial Analysis, Elsevier, vol. 103(C).
    17. Debao Dai & Yaodong Fan & Guangyu Wang & Jiaping Xie, 2022. "Digital Economy, R&D Investment, and Regional Green Innovation—Analysis Based on Provincial Panel Data in China," Sustainability, MDPI, vol. 14(11), pages 1-21, May.
    18. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    19. Li, Nan & Zhou, Yifan, 2024. "Can digital financial development promote corporate green technology innovation?," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1562-1582.
    20. Xue, Qing & Liu, Xiangqin, 2024. "Can digital finance boost corporate green innovation," Finance Research Letters, Elsevier, vol. 62(PB).
    21. Liu, Yu & Wang, Hong & Pang, Bo & Zhao, Shiyong, 2024. "Capital investment, digital economy and innovation of high-tech industries," International Review of Financial Analysis, Elsevier, vol. 96(PB).
    22. Zhenxing Tian & Ying Li & Xiaogeng Niu & Meiyu Liu, 2023. "The impact of digital economy on regional technological innovation capability: An analysis based on China’s provincial panel data," PLOS ONE, Public Library of Science, vol. 18(7), pages 1-17, July.
    23. Hanley, Aoife & Liu, Wan-Hsin & Vaona, Andrea, 2011. "Financial development and innovation in China: Evidence from the provincial data," Kiel Working Papers 1673, Kiel Institute for the World Economy.
    24. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Li, Bowei & Dai, Yuyang & Yang, Hongmei & Chen, Wanlin & Xu, Ran & Yin, Xiaomin, 2025. "Financial system development and trade relations," International Review of Financial Analysis, Elsevier, vol. 106(C).
    2. Wu, Bei & Ma, Wenxia & Zhao, Qi, 2025. "Digital economy and urban green transformation," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    3. Qin, Teng & Qin, Chuan & Wang, Jiaxin & Xing, Haiyan, 2025. "Can the digital economy enhance enterprises' breakthrough innovation?," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    4. Xiang, Xin & He, Xu & Han, Yajie, 2026. "Digital finance and IPO underpricing: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 105(C).
    5. Li, Meiyi & Fan, Yanmei & Guo, Cheng & Li, Xiaokun, 2025. "Tourism prosperity and high-quality economic development," International Review of Economics & Finance, Elsevier, vol. 101(C).
    6. Fan, Congying & Peng, Ke, 2025. "How does supply chain finance drive corporate green transition? The role of credit resource availability," Finance Research Letters, Elsevier, vol. 86(PA).
    7. Xuan, Hui & Guo, Cheng & Dai, Jiapeng, 2025. "Do innovation and entrepreneurship vitality enhance university-industry collaboration? Roles of financial development and educational investment," International Review of Economics & Finance, Elsevier, vol. 103(C).
    8. Li, Xiaoyun & Yu, Tingting & Tang, Yuhong, 2024. "Intersection of the digital economy, redundant resources, and enterprise innovation: Unveiling the significance of Firm's resource consumption in China," Resources Policy, Elsevier, vol. 97(C).
    9. Liu, Sihan, 2025. "Digital transformation–productivity nexus: Platform integration and enterprise performance," Finance Research Letters, Elsevier, vol. 81(C).
    10. Zeng, Yuan & Yang, Yusen & Wang, Chun & Zou, Jianke, 2025. "Exploring the digital divide–poverty link: Roles of education and family dependency," Finance Research Letters, Elsevier, vol. 85(PC).
    11. Wang, Lin & Huang, Shuoteng, 2025. "An empirical analysis of digital financial innovation, corporate financing behavior, and information transparency," Finance Research Letters, Elsevier, vol. 86(PF).
    12. Yang, Liuyi & Xu, Bingtao & Yang, Zhengjie & Yang, Xiaoyu, 2026. "Connected for a greener tomorrow: How supply chain digitalization enhances corporate green innovation?," International Review of Economics & Finance, Elsevier, vol. 105(C).
    13. Wang, Zheng & Liu, Hongchao, 2025. "Can intelligent transformation enhance corporate green innovation performance?," Finance Research Letters, Elsevier, vol. 81(C).
    14. Luo, Hanlin & Chen, Lusi & Xu, Xin, 2025. "How the disclosure of government public data stimulates corporate green transitions," International Review of Economics & Finance, Elsevier, vol. 103(C).
    15. Xu, Wenlong & Qin, Chuan & Kang, Yifei & Yang, Zhengjie & Li, Qin, 2026. "Digital economy and supply chain resilience," International Review of Economics & Finance, Elsevier, vol. 105(C).
    16. Zheng, Chuang & Ma, Sa, 2025. "Unleashing the power of the digital economy for environmental sustainability," Finance Research Letters, Elsevier, vol. 85(PC).
    17. Cao, Yanyan & Tang, Lu, 2025. "Digitalization and agricultural businesses’ environmental sustainability," Finance Research Letters, Elsevier, vol. 86(PB).
    18. Yang, Ping & Yu, Fuchang & Gao, Pengzhao, 2025. "Digital economy and high-quality agricultural development," Finance Research Letters, Elsevier, vol. 85(PD).
    19. Heqi Zhang & Xiaonan Hou & Zhenzhen Rao, 2025. "Can fintech improve total factor energy efficiency? Evidence from China’s listed companies," Climatic Change, Springer, vol. 178(8), pages 1-20, August.
    20. Zheng, Ye & Bao, Xuhan & Zhao, Shijie, 2025. "Renewable energy policy and environmental governance performance," Finance Research Letters, Elsevier, vol. 82(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:reveco:v:105:y:2026:i:c:s1059056025009840. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/620165 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.