IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i4p3393-d1066569.html
   My bibliography  Save this article

Impact of Digital Finance on Green Technology Innovation: The Mediating Effect of Financial Constraints

Author

Listed:
  • Decai Tang

    (School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China)

  • Wenya Chen

    (School of Management Science and Engineering, Nanjing University of Information Science & Technology, Nanjing 210044, China)

  • Qian Zhang

    (Business School, Nanjing Xiaozhuang University, Nanjing 211171, China)

  • Jianqun Zhang

    (School of Languages and Communication Studies, Bejing Jiaotong University, Beijing 100044, China)

Abstract

Green technology innovation is crucial for achieving sustainable development. This paper establishes fixed effect and mediation effect models to study how digital finance influences corporate green technology innovation and the moderating role of financial constraints using the data of Chinese A-share public businesses from 2011 to 2020. The results show that, first, green technology innovation is facilitated by digital finance, and both the coverage breadth and use depth play important roles. Second, digital finance encourages business innovation in green technology by alleviating financial constraints. Third, in state-owned businesses and businesses located in the eastern regions, digital finance has a more visible driving impact on green technology innovation. The aforementioned findings offer insightful research to encourage the balanced growth of digital finance and better enable corporate green technology innovation.

Suggested Citation

  • Decai Tang & Wenya Chen & Qian Zhang & Jianqun Zhang, 2023. "Impact of Digital Finance on Green Technology Innovation: The Mediating Effect of Financial Constraints," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:4:p:3393-:d:1066569
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/4/3393/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/15/4/3393/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    2. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    3. Anabela Santos & Michele Cincera, 2022. "Determinants of financing constraints," Small Business Economics, Springer, vol. 58(3), pages 1427-1439, March.
    4. Laeven, Luc & Levine, Ross & Michalopoulos, Stelios, 2015. "Financial innovation and endogenous growth," Journal of Financial Intermediation, Elsevier, vol. 24(1), pages 1-24.
    5. Na Lu & Jiahui Wu & Ziming Liu, 2022. "How Does Green Finance Reform Affect Enterprise Green Technology Innovation? Evidence from China," Sustainability, MDPI, vol. 14(16), pages 1-22, August.
    6. Arslan, Ozgur & Florackis, Chrisostomos & Ozkan, Aydin, 2006. "The role of cash holdings in reducing investment-cash flow sensitivity: Evidence from a financial crisis period in an emerging market," Emerging Markets Review, Elsevier, vol. 7(4), pages 320-338, December.
    7. Razzaq, Asif & Wang, Yufeng & Chupradit, Supat & Suksatan, Wanich & Shahzad, Farrukh, 2021. "Asymmetric inter-linkages between green technology innovation and consumption-based carbon emissions in BRICS countries using quantile-on-quantile framework," Technology in Society, Elsevier, vol. 66(C).
    8. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    9. Tariq Abbasi & Hans Weigand, 2017. "The Impact of Digital Financial Services on Firm's Performance: a Literature Review," Papers 1705.10294, arXiv.org.
    10. ElMassah, Suzanna & Mohieldin, Mahmoud, 2020. "Digital transformation and localizing the Sustainable Development Goals (SDGs)," Ecological Economics, Elsevier, vol. 169(C).
    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. Inese Mavlutova & Aivars Spilbergs & Atis Verdenhofs & Jekaterina Kuzmina & Ilja Arefjevs & Andris Natrins, 2023. "The Role of Green Finance in Fostering the Sustainability of the Economy and Renewable Energy Supply: Recent Issues and Challenges," Energies, MDPI, vol. 16(23), pages 1-18, November.
    2. Lu Kang & Jie Lv & Haoyang Zhang, 2024. "Can the Water Resource Fee-to-Tax Reform Promote the “Three-Wheel Drive” of Corporate Green Energy-Saving Innovations? Quasi-Natural Experimental Evidence from China," Energies, MDPI, vol. 17(12), pages 1-38, June.
    3. Xuan, Siyuan & Ge, Wenfeng & Yang, Ping & Zhang, Yunfeng, 2024. "Exploring digital finance, financial regulations and carbon emission nexus: New insight from resources efficiency, industrial structure and green innovation in China," Resources Policy, Elsevier, vol. 88(C).
    4. Xiaoxu Zhang & Yu Song & Hongyu Liu, 2023. "Too Much of a Good Thing? The Impact of Serial M&A on Innovation Performance," Sustainability, MDPI, vol. 15(12), pages 1-23, June.
    5. Yihua Zhang & Xinxin Hong & Yuan Wang, 2023. "Study on the Coupled and Coordinated Development and Evolution of Digital Economy and Green Technology Innovation," Sustainability, MDPI, vol. 15(10), pages 1-23, May.
    6. Ibrahim Mutambik, 2024. "Digital Transformation as a Driver of Sustainability Performance—A Study from Freight and Logistics Industry," Sustainability, MDPI, vol. 16(10), pages 1-19, May.
    7. Wei Qiu & Yinghua Li & Haitao Wu, 2023. "The role of direct financing on regional green development: inhibition or promotion?," Economic Change and Restructuring, Springer, vol. 56(5), pages 3665-3699, October.
    8. Xiaoling Zhao & Mingru Peng & Xing Wang & Rui Xu & Yongze Cui, 2024. "The Effect of Trade Policy Uncertainty on Green Technology Innovation: Evidence from China’s Enterprises," Sustainability, MDPI, vol. 16(16), pages 1-23, August.
    9. Ying Fu & Zhaohan Wang & Yun Wang, 2024. "Green Financial Policy for Fostering Green Technological Innovation: The Role of Financing Constraints, Science Expenditure, and Heightened Industrial Structure," Sustainability, MDPI, vol. 16(20), pages 1-26, October.
    10. Jiayi Li & Shujun Ye & Shujuan Wang, 2023. "Spatial Network Analysis on the Coupling Coordination of Digital Finance and Technological Innovation," Sustainability, MDPI, vol. 15(8), pages 1-22, April.
    11. Lingjuan Xu & Yijiang Liu & Beibei Xiang & Qunwei Wang, 0000. "The Impact of Digital Finance on the High-quality development of Manufacturing Industry: Evidence from China," Proceedings of Economics and Finance Conferences 14716391, International Institute of Social and Economic Sciences.
    12. Saeid Homayoun & Mohammadreza Pazhohi & Hashem Manzarzadeh Tamam, 2024. "The Effect of Innovation and Information Technology on Financial Resilience," Sustainability, MDPI, vol. 16(11), pages 1-23, May.
    13. Zhaoqing Sun & Jianxu Liu & Roengchai Tansuchat, 2023. "China’s Digital Economy and Enterprise Labor Demand: The Mediating Effects of Green Technology Innovation," Sustainability, MDPI, vol. 15(15), pages 1-24, July.
    14. Li, Jiayi & Ye, Shujun & Zhang, Yujin, 2023. "How digital finance promotes technological innovation: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PA).
    15. Yalin Mo & Yuchen Che & Wenqiao Ning, 2023. "Digital Finance Promotes Corporate ESG Performance: Evidence from China," Sustainability, MDPI, vol. 15(14), pages 1-23, July.
    16. Hossain, Mohammad Razib & Rao, Amar & Sharma, Gagan Deep & Dev, Dhairya & Kharbanda, Aeshna, 2024. "Empowering energy transition: Green innovation, digital finance, and the path to sustainable prosperity through green finance initiatives," Energy Economics, Elsevier, vol. 136(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. Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Documents de travail du Centre d'Economie de la Sorbonne 17012, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    2. Théo Nicolas, 2022. "Short-term financial constraints and SMEs’ investment decision: evidence from the working capital channel," Small Business Economics, Springer, vol. 58(4), pages 1885-1914, April.
    3. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    4. Ruixin Su & Tong Zheng & Yuzhao Zhong & Weizhou Zhong, 2023. "Role of Digital Inclusive Finance for High-Quality Business Development: A Study of China’s “Five Development Concept” Policy," Sustainability, MDPI, vol. 15(15), pages 1-21, August.
    5. Prayagsing Chakeel Coomar & Jankee Kheswar, 2016. "Internal Financial Markets and Corporate Investment Strategies in Africa — A Case Study of Mauritius," The Review of Finance and Banking, Academia de Studii Economice din Bucuresti, Romania / Facultatea de Finante, Asigurari, Banci si Burse de Valori / Catedra de Finante, vol. 8(1), pages 007-020, June.
    6. Keming Li, 2021. "The effect of option trading," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-32, December.
    7. Jiang, Jie & Hou, Jack & Wang, Cangyu & Liu, HaiYue, 2021. "COVID-19 impact on firm investment—Evidence from Chinese publicly listed firms," Journal of Asian Economics, Elsevier, vol. 75(C).
    8. Almaghrabi, Khadija S., 2023. "Non‐operating risk and cash holdings: Evidence from pension risk," Journal of Banking & Finance, Elsevier, vol. 152(C).
    9. Dang, Viet Anh & Kim, Minjoo & Shin, Yongcheol, 2014. "Asymmetric adjustment toward optimal capital structure: Evidence from a crisis," International Review of Financial Analysis, Elsevier, vol. 33(C), pages 226-242.
    10. Samuel Jebaraj Benjamin, 2019. "The Effect of Financial Constraints on Audit Fees," Capital Markets Review, Malaysian Finance Association, vol. 27(2), pages 59-87.
    11. Enkhtaivan, Bolortuya & Davaadorj, Zagdbazar, 2021. "Do they recall their past? CEOs’ liquidity policies across firms as they switch jobs," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    12. Gabriele Angori & David Aristei, 2020. "Heterogeneity and state dependence in firms’ access to credit: Microevidence from the euro area," SEEDS Working Papers 0220, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Feb 2020.
    13. Shehub Bin Hasan & Md Samsul Alam & Sudharshan Reddy Paramati & Md Shahidul Islam, 2022. "Does firm-level political risk affect cash holdings?," Review of Quantitative Finance and Accounting, Springer, vol. 59(1), pages 311-337, July.
    14. Zhang, Dongyang, 2020. "How do firms overcome financial constraint anxiety to survive in the market? Evidence from large manufacturing data," International Review of Financial Analysis, Elsevier, vol. 70(C).
    15. To, Thomas Y. & Navone, Marco & Wu, Eliza, 2018. "Analyst coverage and the quality of corporate investment decisions," Journal of Corporate Finance, Elsevier, vol. 51(C), pages 164-181.
    16. Chen, Ruiyuan & El Ghoul, Sadok & Guedhami, Omrane & Wang, He, 2017. "Do state and foreign ownership affect investment efficiency? Evidence from privatizations," Journal of Corporate Finance, Elsevier, vol. 42(C), pages 408-421.
    17. Sean Cleary & Ashrafee Hossain, 2020. "POSTCRISIS M&As AND THE IMPACT OF FINANCIAL CONSTRAINTS," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 43(2), pages 407-454, May.
    18. Quoc Trung Tran, 2020. "Corporate cash holdings and financial crisis: new evidence from an emerging market," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(2), pages 271-285, June.
    19. He, Yiqing & Ding, Xin & Yang, Chuchu, 2021. "Do environmental regulations and financial constraints stimulate corporate technological innovation? Evidence from China," Journal of Asian Economics, Elsevier, vol. 72(C).
    20. Beyer, Brooke & Downes, Jimmy & Rapley, Eric T., 2017. "Internal capital market inefficiencies, shareholder payout, and abnormal leverage," Journal of Corporate Finance, Elsevier, vol. 43(C), pages 39-57.

    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:gam:jsusta:v:15:y:2023:i:4:p:3393-:d:1066569. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.