IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0299206.html
   My bibliography  Save this article

Digital inclusive finance, industrial structure, and economic growth: An empirical analysis of Beijing-Tianjin-Hebei region in China

Author

Listed:
  • Wenhai Zhou
  • Xiaoyu Zhang
  • Xiaomin Wu

Abstract

As a product of combining digital technology and traditional finance, digital inclusive finance plays a vital role in economic growth. This paper deeply analyzes the impact of digital inclusive finance on economic growth and the specific transmission path. This research selects the municipal panel data of Beijing-Tianjin-Hebei from 2011 to 2020 and empirically studies the impact of digital inclusive finance on economic growth. From the perspectives of industrial structure transformation speed, industrial structure upgrading, and industrial structure rationalization, this study analyzes the role of industrial structure in the impact of digital inclusive finance on economic growth and tests the heterogeneity of the impact of digital inclusive finance on economic growth. The results show that digital inclusive finance has a significant role in promoting economic growth. The depth of use of digital inclusive finance has the most significant impact, followed by the breadth of coverage, and the degree of digitization is the smallest. The industrial structure transformation speed and the industrial structure rationalization play a significant intermediary role in the economic growth effect of digital inclusive finance, and the industrial structure upgrading has no significant impact on the economic growth effect of digital inclusive finance; the promotion effect of digital inclusive finance on economic growth is bigger in the economically developed group, the higher digital inclusive finance group and the technologically developed group, and the promotion effect is smaller in the economically underdeveloped group, the lower digital inclusive finance group and the technologically underdeveloped group. The results provide a strong reference for policy formulation to promote the development of digital inclusive finance and economic growth.

Suggested Citation

  • Wenhai Zhou & Xiaoyu Zhang & Xiaomin Wu, 2024. "Digital inclusive finance, industrial structure, and economic growth: An empirical analysis of Beijing-Tianjin-Hebei region in China," PLOS ONE, Public Library of Science, vol. 19(3), pages 1-18, March.
  • Handle: RePEc:plo:pone00:0299206
    DOI: 10.1371/journal.pone.0299206
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0299206
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0299206&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0299206?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
    ---><---

    References listed on IDEAS

    as
    1. Yang, Xiaolan & Huang, Yidong & Gao, Mei, 2022. "Can digital financial inclusion promote female entrepreneurship? Evidence and mechanisms," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    2. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    3. Nathan Nunn & Nancy Qian, 2014. "US Food Aid and Civil Conflict," American Economic Review, American Economic Association, vol. 104(6), pages 1630-1666, June.
    4. Sun, Yang & Tang, Xinwei, 2022. "The impact of digital inclusive finance on sustainable economic growth in China," Finance Research Letters, Elsevier, vol. 50(C).
    5. Jennifer T. Lai & Isabel K. M. Yan & Xingjian Yi & Hao Zhang, 2020. "Digital Financial Inclusion and Consumption Smoothing in China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 28(1), pages 64-93, January.
    6. Jon Frost & Leonardo Gambacorta & Yi Huang & Hyun Song Shin & Pablo Zbinden, 2019. "BigTech and the changing structure of financial intermediation," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 761-799.
    7. Wang, Xinyue & Wang, Qing, 2021. "Research on the impact of green finance on the upgrading of China's regional industrial structure from the perspective of sustainable development," Resources Policy, Elsevier, vol. 74(C).
    8. Zhang, Chenjing & Yang, Siyue & Yan, Borui & Wang, Mancang, 2023. "Mitigating natural resource depletion and enterprise resource risk: How does inclusive digital finance supports green recovery?," Resources Policy, Elsevier, vol. 87(PA).
    9. Vu, Quang & Nga, Nguyen Thi Thuy, 2022. "Does the implementation of internal controls promote firm profitability? Evidence from private Vietnamese small- and medium-sized enterprises (SMEs)," Finance Research Letters, Elsevier, vol. 45(C).
    10. Miriam Bruhn & Inessa Love, 2014. "The Real Impact of Improved Access to Finance: Evidence from Mexico," Journal of Finance, American Finance Association, vol. 69(3), pages 1347-1376, June.
    11. Wu, Jinshun & Wu, Luyao, 2023. "Impacts of digital inclusive finance on household entrepreneurship," Finance Research Letters, Elsevier, vol. 56(C).
    12. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    13. Jinqi Su & Ke Su & Shubin Wang, 2021. "Does the Digital Economy Promote Industrial Structural Upgrading?—A Test of Mediating Effects Based on Heterogeneous Technological Innovation," Sustainability, MDPI, vol. 13(18), pages 1-24, September.
    14. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    15. Lijin Liu & Lu Guo, 2023. "Digital Financial Inclusion, Income Inequality, and Vulnerability to Relative Poverty," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 170(3), pages 1155-1181, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Huang, Zengjian & Wang, Leyi & Yu, Wensong, 2025. "Financial development, electronic payments, and residents' consumption: Evidence from rural China," Finance Research Letters, Elsevier, vol. 71(C).

    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. Fei Li & Yufei Wu & Jinli Liu & Shen Zhong, 2022. "Does digital inclusive finance promote industrial transformation? New evidence from 115 resource-based cities in China," PLOS ONE, Public Library of Science, vol. 17(8), pages 1-23, August.
    2. Pengju Liu & Yitong Zhang & Shengqi Zhou, 2023. "Has Digital Financial Inclusion Narrowed the Urban–Rural Income Gap? A Study of the Spatial Influence Mechanism Based on Data from China," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    3. PU, Zhengning & FEI, Jinhua, 2022. "The impact of digital finance on residential carbon emissions: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 515-527.
    4. Hamdi Becha & Maha Kalai & Saifeddine Houidi & Kamel Helali, 2025. "Digital financial inclusion, environmental sustainability and regional economic growth in China: insights from a panel threshold model," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 14(1), pages 1-40, December.
    5. Dongjing Chen & Xiaotong Guo, 2023. "Impact of the Digital Economy and Financial Development on Residents’ Consumption Upgrading: Evidence from Mainland China," Sustainability, MDPI, vol. 15(10), pages 1-25, May.
    6. Lanhua Zhang & Manxiu Ning & Chaoying Yang, 2023. "Evaluation of the Mechanism and Effectiveness of Digital Inclusive Finance to Drive Rural Industry Prosperity," Sustainability, MDPI, vol. 15(6), pages 1-17, March.
    7. Sodokin, Koffi & Djafon, Joseph Kokouvi & Dandonougbo, Yevessé & Akakpo, Afi & Couchoro, Mawuli K. & Agbodji, Akoété Ega, 2023. "Technological change, completeness of financing microstructures, and impact on well-being and income inequality," Telecommunications Policy, Elsevier, vol. 47(6).
    8. Zhao, Chunkai & Wang, Yuhang & Ge, Zhenyu, 2023. "Is digital finance environmentally friendly in China? Evidence from shared-bike trips," Transport Policy, Elsevier, vol. 138(C), pages 129-143.
    9. Song, Yunxing & Gong, Yuanyuan & Song, Yan & Chen, Xiaohui, 2024. "Exploring the impact of digital inclusive finance on consumption volatility: Insights from household entrepreneurship and income volatility," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    10. Liu, Yulin & Li, Hebo & Wang, Cheng, 2025. "Digital financial inclusion and middle-income group vulnerability alleviation: Evidence from China," China Economic Review, Elsevier, vol. 89(C).
    11. Weidong Chen & Xiaohui Yuan, 2021. "Financial inclusion in China: an overview," Frontiers of Business Research in China, Springer, vol. 15(1), pages 1-21, December.
    12. Foguesatto, Cristian Rogério & Righi, Marcelo Brutti & Müller, Fernanda Maria, 2024. "Is there a dark side to financial inclusion? Understanding the relationship between financial inclusion and market risk," The North American Journal of Economics and Finance, Elsevier, vol. 72(C).
    13. Xiuxiu Jiang & Xia Wang & Jia Ren & Zhimin Xie, 2021. "The Nexus between Digital Finance and Economic Development: Evidence from China," Sustainability, MDPI, vol. 13(13), pages 1-17, June.
    14. Zhao, Chunkai & Wu, Yaqian & Guo, Jianhao, 2022. "Mobile payment and Chinese rural household consumption," China Economic Review, Elsevier, vol. 71(C).
    15. Lijin Liu & Lu Guo, 2023. "Digital Financial Inclusion, Income Inequality, and Vulnerability to Relative Poverty," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 170(3), pages 1155-1181, December.
    16. Boou Chen & Chunkai Zhao, 2021. "Poverty reduction in rural China: Does the digital finance matter?," PLOS ONE, Public Library of Science, vol. 16(12), pages 1-27, December.
    17. Luo, Sumei & Sun, Yongkun & Zhou, Rui, 2022. "Can fintech innovation promote household consumption? Evidence from China family panel studies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    18. Siqi Huang & Nik Hadiyan Nik Azman, 2023. "Enhancing Food Security through Digital Inclusive Finance: Evidence from Agricultural Enterprises in China," IJERPH, MDPI, vol. 20(4), pages 1-20, February.
    19. Xin, Xinyi & Zhang, Anquan & Liu, Lu, 2024. "Study on the influence of Internet finance on urban household savings rate: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 90(C), pages 45-61.
    20. Zhang, Cheng & Zhu, Yuyao & Zhang, Limin, 2024. "Effect of digital inclusive finance on common prosperity and the underlying mechanisms," International Review of Financial Analysis, Elsevier, vol. 91(C).

    More about this item

    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:plo:pone00:0299206. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.