IDEAS home Printed from https://ideas.repec.org/a/eee/finana/v90y2023ics1057521923004453.html
   My bibliography  Save this article

Digital finance and enterprise investment efficiency in China

Author

Listed:
  • Lin, Ying
  • Yan, Xiaohan
  • Yang, Xiuyun

Abstract

This paper uses the panel data of Chinese listed enterprises from 2010 to 2019 to explore the relationship between digital finance (DF) and enterprise investment efficiency. The result of two-way fixed effects regression shows that the DF significantly improves enterprise investment efficiency. And the result is robust to different indicators of digital finance and possible endogenous biases. Further mechanism analyses find that the impact of DF on total debt was insignificant whereas it significantly changes financial composition which in turn affects the investment efficiency of enterprises. Specifically, the mediating effect of financial structure changes in both magnitude and direction with respect to the type of loans, and investment efficiency of under- and over-invested enterprises responses asymmetrically to the DF-induced financial structure adjustments. Overall, financial diversity decreases significantly with the inclusion of DF, which in turn improves enterprise investment efficiency. The results of this paper indicate that, in order to improve investment efficiency, the composition adjustment effect of DF should be further exerted with financing inclined to credit loans and guaranteed loans and guarding against excessive looseness of mortgage loans.

Suggested Citation

  • Lin, Ying & Yan, Xiaohan & Yang, Xiuyun, 2023. "Digital finance and enterprise investment efficiency in China," International Review of Financial Analysis, Elsevier, vol. 90(C).
    • Handle: RePEc:eee:finana:v:90:y:2023:i:c:s1057521923004453
    DOI: 10.1016/j.irfa.2023.102929
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1057521923004453
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.irfa.2023.102929?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    2. Shandre M. Thangavelu & Ang Beng Jiunn & James, 2004. "Financial development and economic growth in Australia: An empirical analysis," Empirical Economics, Springer, vol. 29(2), pages 247-260, May.
    3. 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.
    4. Allen N. Berger & W. Scott Frame, 2007. "Small Business Credit Scoring and Credit Availability," Journal of Small Business Management, Taylor & Francis Journals, vol. 45(1), pages 5-22, January.
    5. Andreas Fuster & Matthew Plosser & Philipp Schnabl & James Vickery, 2019. "The Role of Technology in Mortgage Lending," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1854-1899.
    6. Timmons, Jeffry A. & Bygrave, William D., 1986. "Venture capital's role in financing innovation for economic growth," Journal of Business Venturing, Elsevier, vol. 1(2), pages 161-176.
    7. Mark P. Sharfman & Chitru S. Fernando, 2008. "Environmental risk management and the cost of capital," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 569-592, June.
    8. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    9. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    10. Uchida, Hirofumi & Udell, Gregory F. & Yamori, Nobuyoshi, 2012. "Loan officers and relationship lending to SMEs," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 97-122.
    11. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    12. Paul Flaminiano, John & Paolo Francisco, Jamil, 2021. "Firm characteristics and credit constraints among SMEs in the Philippines," Small Business International Review, Asociación Española de Contabilidad y Administración de Empresas - AECA, vol. 5(1), pages 332-332, May.
    13. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    14. Lin, Aijie & Peng, Yulei & Wu, Xi, 2022. "Digital finance and investment of micro and small enterprises: Evidence from China," China Economic Review, Elsevier, vol. 75(C).
    15. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    16. Hamid Reza Khedmatgozar & Arezoo Shahnazi, 2018. "The role of dimensions of perceived risk in adoption of corporate internet banking by customers in Iran," Electronic Commerce Research, Springer, vol. 18(2), pages 389-412, June.
    17. Purva Khera & Miss Stephanie Y Ng & Ms. Sumiko Ogawa & Ms. Ratna Sahay, 2021. "Is Digital Financial Inclusion Unlocking Growth?," IMF Working Papers 2021/167, International Monetary Fund.
    18. Leonardo Gambacorta & Yiping Huang & Zhenhua Li & Han Qiu & Shu Chen, 2023. "Data versus Collateral," Review of Finance, European Finance Association, vol. 27(2), pages 369-398.
    19. Butler, Alexander W. & Cornaggia, Jess, 2011. "Does access to external finance improve productivity? Evidence from a natural experiment," Journal of Financial Economics, Elsevier, vol. 99(1), pages 184-203, January.
    20. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Journal of Business Ethics, Springer, vol. 148(3), pages 647-671, March.
    21. Wilson, Nick & Wright, Mike & Kacer, Marek, 2018. "The equity gap and knowledge-based firms," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 626-649.
    22. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    23. Fasano, Francesco & Cappa, Francesco, 2022. "How do banking fintech services affect SME debt?," Journal of Economics and Business, Elsevier, vol. 121(C).
    24. DeYoung, Robert & Lang, William W. & Nolle, Daniel L., 2007. "How the Internet affects output and performance at community banks," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1033-1060, April.
    25. Ge, Ying & Qiu, Jiaping, 2007. "Financial development, bank discrimination and trade credit," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 513-530, February.
    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. Zhao, Lexin & Peng, Gang & Feng, Qianbin, 2024. "VAT rate cut and corporate maturity mismatch: Evidence from China's VAT rate reform," International Review of Financial Analysis, Elsevier, vol. 93(C).
    2. Lu, Hongyu & Cheng, Zhao, 2024. "Digital inclusive finance and corporate ESG performance: The moderating role of executives with financial backgrounds," Finance Research Letters, Elsevier, vol. 60(C).
    3. Zhao, Zeru, 2024. "Digital Transformation and Enterprise Risk-Taking," Finance Research Letters, Elsevier, vol. 62(PA).
    4. Yang, Jinxuan & Hui, Ning, 2024. "How digital finance affects the sustainability of corporate green innovation," Finance Research Letters, Elsevier, vol. 63(C).
    5. Sun, Yumeng, 2024. "Digital transformation and corporates' green technology innovation performance–The mediating role of knowledge sharing," Finance Research Letters, Elsevier, vol. 62(PA).

    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. Francesco Fasano & Tiziana Rocca, 2024. "Does the bank-firm human relationship still matter for SMEs? The game-changing role of digitalization," Small Business Economics, Springer, vol. 62(1), pages 159-178, January.
    2. Krzysztof Waliszewski & Ewa Cichowicz & £ukasz Gêbski & Filip Kliber & Jakub Kubiczek & Pawe³ Niedzió³ka & Ma³gorzata Solarz & Anna Warchlewska, 2023. "The role of the Lendtech sector in the consumer credit market in the context of household financial exclusion," Oeconomia Copernicana, Institute of Economic Research, vol. 14(2), pages 609-643, June.
    3. Fasano, Francesco & Cappa, Francesco, 2022. "How do banking fintech services affect SME debt?," Journal of Economics and Business, Elsevier, vol. 121(C).
    4. Xie, Xueyan & Zhu, Xiaoyang, 2022. "FinTech and capital allocation efficiency: Another equity-efficiency dilemma?," Global Finance Journal, Elsevier, vol. 53(C).
    5. Fredriksson, Antti & Moro, Andrea, 2014. "Bank–SMEs relationships and banks’ risk-adjusted profitability," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 67-77.
    6. Stefano Filomeni & Michele Modina & Elena Tabacco, 2023. "Trade credit and firm investments: empirical evidence from Italian cooperative banks," Review of Quantitative Finance and Accounting, Springer, vol. 60(3), pages 1099-1141, April.
    7. Razzaq, Asif & Yang, Xiaodong, 2023. "Digital finance and green growth in China: Appraising inclusive digital finance using web crawler technology and big data," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    8. Wang, Jingwen & Shen, Guangjun & Tang, Dunzhe, 2021. "Does tax deduction relax financing constraints? Evidence from China's value-added tax reform," China Economic Review, Elsevier, vol. 67(C).
    9. Hasan, Iftekhar & Kwak, Boreum & Li, Xiang, 2024. "Financial technologies and the effectiveness of monetary policy transmission," European Economic Review, Elsevier, vol. 161(C).
    10. Kendo, Sandra & Tchakounte, Josephine, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 128-142.
    11. Yang, Junhong & Guariglia, Alessandra & Peng, Yuchao & Shi, Yukun, 2022. "Inventory investment and the choice of financing: Does financial development play a role?," Journal of Corporate Finance, Elsevier, vol. 74(C).
    12. Kouladoum, Jean-Claude & Wirajing, Muhamadu Awal Kindzeka & Nchofoung, Tii N., 2022. "Digital technologies and financial inclusion in Sub-Saharan Africa," Telecommunications Policy, Elsevier, vol. 46(9).
    13. Mr. Boileau Loko & Yuanchen Yang, 2022. "Fintech, Female Employment, and Gender Inequality," IMF Working Papers 2022/108, International Monetary Fund.
    14. Francisco Javier Forcadell & Elisa Aracil & Fernando Úbeda, 2019. "The Influence of Innovation on Corporate Sustainability in the International Banking Industry," Sustainability, MDPI, vol. 11(11), pages 1-15, June.
    15. Xiaojie Qu & Bao Zhu, 2023. "Digital Finance and Corporate Cash-Holding Strategy: Organizational Heterogeneity and Strategic Transmission Channels," Sustainability, MDPI, vol. 15(3), pages 1-23, January.
    16. Tugba GUZ & Gulden POYRAZ, 2023. "The Digital Financial Inclusion Index: A Cross-Country Comparison," Journal of Economic Policy Researches, Istanbul University, Faculty of Economics, vol. 10(1), pages 157-180, January.
    17. Ozili, Peterson K, 2022. "Financial inclusion washing," MPRA Paper 114337, University Library of Munich, Germany.
    18. W. Scott Frame & Larry D. Wall & Lawrence J. White, 2018. "Technological Change and Financial Innovation in Banking: Some Implications for Fintech," FRB Atlanta Working Paper 2018-11, Federal Reserve Bank of Atlanta.
    19. Cheng, Maoyong & Qu, Yang, 2020. "Does bank FinTech reduce credit risk? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    20. Sandra Kendo & Josephine Tchakounte, 2022. "The drivers of the financial integration of microfinance Institutions: Do financial development, agency costs and microfinance performance matter?," Post-Print hal-04529938, HAL.

    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:finana:v:90:y:2023:i:c:s1057521923004453. 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/620166 .

    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.