IDEAS home Printed from https://ideas.repec.org/a/eee/ecanpo/v89y2026icp165-177.html

Does digital inclusive finance influence the entry and exit of agro-processing enterprises? Evidence from China

Author

Listed:
  • Lu, Futao
  • Xia, Xinqu
  • Wu, Yan

Abstract

Research on digital inclusive finance (DIF) has primarily focused on rural households, while its impact on the agro-processing industry, a key driver of rural development, remains underexplored. This study uses a novel county-level panel dataset (2014–2022) to examine how the multi-dimensional aspects of DIF (coverage, depth, and digitalization) affect enterprise entry and exit. We find that DIF significantly promotes enterprise growth by facilitating market entry and reducing exit risks. This positive effect is primarily driven by the "inclusive" dimensions (coverage and depth) of DIF, which alleviate financing constraints. Conversely, the "digital" dimension of DIF introduces technological barriers that hinder less-adaptive firms. Moreover, the heterogeneity analysis reveals that private enterprises, being more financially vulnerable under traditional finance, benefit the most. These findings highlight DIF’s dual role as both an enabler of inclusive growth and a potential source of inter-firm relocation.

Suggested Citation

  • Lu, Futao & Xia, Xinqu & Wu, Yan, 2026. "Does digital inclusive finance influence the entry and exit of agro-processing enterprises? Evidence from China," Economic Analysis and Policy, Elsevier, vol. 89(C), pages 165-177.
  • Handle: RePEc:eee:ecanpo:v:89:y:2026:i:c:p:165-177
    DOI: 10.1016/j.eap.2025.11.034
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0313592625004837
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eap.2025.11.034?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. Ma, Kelin, 2023. "Digital inclusive finance and corporate green technology innovation," Finance Research Letters, Elsevier, vol. 55(PB).
    2. Yu, Zehui & Li, Yiming & Dai, Lihua, 2023. "Digital finance and regional economic resilience: Theoretical framework and empirical test," Finance Research Letters, Elsevier, vol. 55(PA).
    3. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    4. Philippe Aghion & Thibault Fally & Stefano Scarpetta, 2007. "Credit constraints as a barrier to the entry and post-entry growth of firms [‘Dualism and macroeconomic volatility’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 732-779.
    5. Thorsten Beck & Asli Demirguc‐Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
    6. Gao, Han & Li, Jie & Liu, Fang & Wu, Jin, 2023. "State ownership and credit rationing: Evidence From China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 237-257.
    7. Nigel Key, 2022. "Credit constraints and the survival and growth of beginning farms," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 82(3), pages 448-463, January.
    8. Bu, Ya & Du, Xin & Wang, Yuting & Liu, Shuyu & Tang, Min & Li, Hui, 2024. "Digital inclusive finance: A lever for SME financing?," International Review of Financial Analysis, Elsevier, vol. 93(C).
    9. 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.
    10. Guo, Bingnan & Feng, Yu & Lin, Ji, 2023. "Digital inclusive finance and digital transformation of enterprises," Finance Research Letters, Elsevier, vol. 57(C).
    11. Yu, Weizhen & Wang, Lu & Liu, Xiufen & Xie, Wenwu & Zhang, Minhui, 2024. "Can digital inclusive finance promote high-quality rural entrepreneurship? A county-level analysis from China," Finance Research Letters, Elsevier, vol. 67(PA).
    12. Jingrong Li & Bowen Li, 2022. "Digital inclusive finance and urban innovation: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 1010-1034, May.
    13. Li, Yuchen & Jin, Guangyi & Cui, Zhehao & Lv, Bishun & Xu, Zhejun, 2024. "Does digital inclusive finance promote regional green inclusive growth?," Finance Research Letters, Elsevier, vol. 62(PB).
    14. Lee, Chien-Chiang & Lou, Runchi & Wang, Fuhao, 2023. "Digital financial inclusion and poverty alleviation: Evidence from the sustainable development of China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 418-434.
    15. Sun, Yang & Tang, Xinwei, 2022. "The impact of digital inclusive finance on sustainable economic growth in China," Finance Research Letters, Elsevier, vol. 50(C).
    16. Ahmad Hassan Ahmad & Christopher Green & Fei Jiang, 2020. "Mobile Money, Financial Inclusion And Development: A Review With Reference To African Experience," Journal of Economic Surveys, Wiley Blackwell, vol. 34(4), pages 753-792, September.
    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. Liu, Yang & Luan, Lin & Wu, Weilong & Zhang, Zhiqiang & Hsu, Yen, 2021. "Can digital financial inclusion promote China's economic growth?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    19. Jie Guo & Jiahui Lyu, 2024. "The Digital Economy and Agricultural Modernization in China: Measurement, Mechanisms, and Implications," Sustainability, MDPI, vol. 16(12), pages 1-25, June.
    20. Wang, Jing, 2023. "Digital inclusive finance and rural revitalization," Finance Research Letters, Elsevier, vol. 57(C).
    21. repec:bla:ecpoli:v:22:y:2007:i::p:731-779 is not listed on IDEAS
    22. Christian H. Gladwin & B. F. Long & Emerson M. Babb & D. Mulkey & D. J. Zimet & A. Moseley & L. J. Beaulieu, 1989. "Rural Entrepreneurship: One Key to Rural Revitalization," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(5), pages 1305-1314.
    23. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    24. Zhu, Wenpeng, 2023. "Digital financial inclusion and the share of labor income: Firm-level evidence," Finance Research Letters, Elsevier, vol. 56(C).
    25. Lee, Chien-Chiang & Wang, Fuhao, 2022. "How does digital inclusive finance affect carbon intensity?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 174-190.
    26. Hui Lu & Qing Li & Bin Liu & Zexin Chi & Yongmei Ye, 2023. "Research on the dynamic changes of China’s agro-processing industry agglomeration and spatial impact of production factors on agglomeration," PLOS ONE, Public Library of Science, vol. 18(12), pages 1-20, December.
    27. Sushanta Mallick & Yong Yang, 2011. "Sources of Financing, Profitability and Productivity: First Evidence from Matched Firms," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 20(5), pages 221-252, December.
    28. Ren, Xiaohang & Zeng, Gudian & Zhao, Yang, 2023. "Digital finance and corporate ESG performance: Empirical evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    29. Yanru Li & Guanglin Sun & Qiang Gao & Changming Cheng, 2023. "Digital Financial Inclusion, Financial Efficiency and Green Innovation," Sustainability, MDPI, vol. 15(3), pages 1-13, January.
    30. Nickson Nagaaba & Rehema Batamuriza & James Basuta & Maryvian Owomugisha, 2025. "Conceptualizing digital finance as a precursor for financial inclusion and financial service usage in Uganda," Cogent Business & Management, Taylor & Francis Journals, vol. 12(1), pages 2448285-244, December.
    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. Wu, Yanxia & Zhang, Jie, 2025. "Digital inclusive finance and rural households’ economic resilience," Finance Research Letters, Elsevier, vol. 74(C).
    2. Fu, Xintong & Guo, Chunjuan, 2025. "Digital inclusive finance and the construction of agricultural modernization," International Review of Economics & Finance, Elsevier, vol. 102(C).
    3. Liao, Hongji & Zhang, Jiarui & Gong, Runze & Zhang, Wen, 2025. "The mitigating effect of digital inclusive finance development on urban environmental pollution: Insights from innovation capacity and financing constraints," International Review of Financial Analysis, Elsevier, vol. 97(C).
    4. Fang, Ling & Shen, Ye, 2025. "Digital economy enabling high-quality development of agricultural Enterprises: Interaction, inner mechanism and strategic orientation," International Review of Economics & Finance, Elsevier, vol. 103(C).
    5. Peng, Yan & Jin, Hao, 2025. "Effects of information and technology application in audits and digital economy on enterprise risk management level," Finance Research Letters, Elsevier, vol. 73(C).
    6. Qi, Huan, 2026. "Digital inclusive finance, artificial intelligence investment, and total factor productivity," Finance Research Letters, Elsevier, vol. 88(C).
    7. Fang, Yinhai & Liu, Zhihui, 2025. "Can digital finance enhance enterprise research and development innovation? The mediating role of dual consumption behavior transformation," Finance Research Letters, Elsevier, vol. 71(C).
    8. Hongcheng Ling & Xiaohong Ling, 2025. "The impact of digital inclusive finance on enterprise digital technology innovation: empirical evidence from the Chinese manufacturing industry," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 12(1), pages 1-19, December.
    9. Xu, Fenghui & Gao, Ge & Li, Ziyu, 2025. "Digital finance, entrepreneurial activity and urban industrial structure upgrading," International Review of Financial Analysis, Elsevier, vol. 107(C).
    10. Ai, Hongshan & Xiang, Lin & Tan, Xiaoqing & Yao, Haorui & Han, Li, 2024. "The effects of place-based information technology policy on digital finance development: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 84(C), pages 521-544.
    11. Yang, Jinxuan & Hui, Ning, 2024. "How digital finance affects the sustainability of corporate green innovation," Finance Research Letters, Elsevier, vol. 63(C).
    12. Liu, Yibo & Dong, Caisheng, 2025. "Digital finance, social welfare investment, and urban–rural income inequality: Moderating role of regional economics and regional disparities," Finance Research Letters, Elsevier, vol. 77(C).
    13. Shen, Hongshan & Qin, Mengyao & Li, Tianyi & Zhang, Xuan & Zhao, Yang, 2024. "Digital finance and industrial structure upgrading: Evidence from Chinese counties," International Review of Financial Analysis, Elsevier, vol. 95(PB).
    14. Xu, Zhiyi & Yang, Jindi, 2025. "Impact of digital finance on rural industry revitalization," International Review of Economics & Finance, Elsevier, vol. 97(C).
    15. Shan Haonan & Zhao Kai, 2025. "Food Security and Digital Inclusive Finance: Evidence From China," SAGE Open, , vol. 15(3), pages 21582440251, August.
    16. Wei, Feiqiong & Xie, Baiwei & Chen, Mingyan, 2025. "Digital financial inclusion, e-commerce development and entrepreneurial activity," International Review of Financial Analysis, Elsevier, vol. 97(C).
    17. Yang, Gang & Yuan, Gongming & Kou, Junhao & Jiau, Shyhyan, 2025. "Impact of inclusive finance on private enterprise Lending: Evidence from China private enterprise survey," International Review of Economics & Finance, Elsevier, vol. 101(C).
    18. Tan, Xianjiao & Kamaruddin, Roslina Binti & Hu, Siyang & Peng, Lishun & Que, Youxiong & Cai, Wenwei, 2025. "Rural revitalization and urban-rural income gap: A perspective from land transfer scale," Finance Research Letters, Elsevier, vol. 83(C).
    19. Wang, Peipei & Wang, Hongli, 2025. "Can digital financial development improve the accuracy of corporate earnings forecasts," Finance Research Letters, Elsevier, vol. 75(C).
    20. Jiang, Lixia & Cao, Xiaojing & Wang, Zeyu & Zhan, Yun & Zhang, Jiali & Chen, Shuai, 2025. "Promoting energy saving and emission reduction benefits in small and medium-sized enterprises supply chains through green finance - Evidence based on artificial intelligence intervention," International Review of Financial Analysis, Elsevier, vol. 102(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance

    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:ecanpo:v:89:y:2026:i:c:p:165-177. 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.journals.elsevier.com/economic-analysis-and-policy .

    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.