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The adoption of blockchain and financing constraints: Evidence from China

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  • Li, Dengjia
  • Ma, Chaoqun
  • Li, Hao
  • Yang, Jinglan

Abstract

Despite the recognized significance of blockchain in supply chain management literature, there has been a scarcity of studies empirically exploring the link between blockchain adoption and financing constraints. This paper delves into how blockchain adoption influences financing constraints, considering the moderating effects of environmental and firm-specific factors. Utilizing panel data from A-share listed firms in China over the period 2016–2021, our analysis reveals that blockchain adoption notably eases financing constraints. Additionally, we observe a spillover effect: the adoption of blockchain technology by a central enterprise can alleviate financing constraints for affiliated companies within their supply chain, including upstream and downstream firms. Our heterogeneity analysis indicates that the effectiveness of blockchain in reducing financing constraints is more pronounced in environments with robust internal and external governance and higher levels of marketization. Moreover, blockchain adoption can mitigate traditional finance's ownership bias against non-state-owned enterprises and the bargaining power disparities faced by central firms in the supply chain. In addition, in non-high-tech, non-heavy pollution, and non-manufacturing industries, firms can better alleviate financing constraints after adopting blockchain. These findings offer valuable insights for businesses looking to navigate the challenges and opportunities of mitigating financing constraints through blockchain adoption.

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  • Li, Dengjia & Ma, Chaoqun & Li, Hao & Yang, Jinglan, 2024. "The adoption of blockchain and financing constraints: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 96(PB).
    • Handle: RePEc:eee:reveco:v:96:y:2024:i:pb:s1059056024006646
    DOI: 10.1016/j.iref.2024.103672
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    as
    1. Mark A. Chen & Shuting Sophia Hu & Joanna Wang & Qinxi Wu, 2023. "Can Blockchain Technology Help Overcome Contractual Incompleteness? Evidence from State Laws," Management Science, INFORMS, vol. 69(11), pages 6540-6567, November.
    2. 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.
    3. Jiri Chod & Nikolaos Trichakis & S. Alex Yang, 2022. "Platform Tokenization: Financing, Governance, and Moral Hazard," Management Science, INFORMS, vol. 68(9), pages 6411-6433, September.
    4. Victor Chang & Patricia Baudier & Hui Zhang & Qianwen Xu & Jingqi Zhang & Mitra Arami, 2020. "How Blockchain can impact financial services – The overview, challenges and recommendations from expert interviewees," Post-Print hal-04314462, HAL.
    5. Lin William Cong & Zhiguo He, 2019. "Blockchain Disruption and Smart Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1754-1797.
    6. Chang, Victor & Baudier, Patricia & Zhang, Hui & Xu, Qianwen & Zhang, Jingqi & Arami, Mitra, 2020. "How Blockchain can impact financial services – The overview, challenges and recommendations from expert interviewees," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    7. Huan Cao & Xu Guan & Tijun Fan & Li Zhou, 2020. "The Acquisition of Quality Information in a Supply Chain with Voluntary vs. Mandatory Disclosure," Production and Operations Management, Production and Operations Management Society, vol. 29(3), pages 595-616, March.
    8. Magne Mogstad & Alexander Torgovitsky & Christopher R. Walters, 2021. "The Causal Interpretation of Two-Stage Least Squares with Multiple Instrumental Variables," American Economic Review, American Economic Association, vol. 111(11), pages 3663-3698, November.
    9. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    10. Jiri Chod & Nikolaos Trichakis & Gerry Tsoukalas & Henry Aspegren & Mark Weber, 2020. "On the Financing Benefits of Supply Chain Transparency and Blockchain Adoption," Management Science, INFORMS, vol. 66(10), pages 4378-4396, October.
    11. Anabela Santos & Michele Cincera, 2022. "Determinants of financing constraints," Small Business Economics, Springer, vol. 58(3), pages 1427-1439, March.
    12. Garud Iyengar & Fahad Saleh & Jay Sethuraman & Wenjun Wang, 2023. "Economics of Permissioned Blockchain Adoption," Management Science, INFORMS, vol. 69(6), pages 3415-3436, June.
    13. Yao Cui & Ming Hu & Jingchen Liu, 2023. "Value and Design of Traceability-Driven Blockchains," Manufacturing & Service Operations Management, INFORMS, vol. 25(3), pages 1099-1116, May.
    14. Li, Chengming & Wang, Yilin & Zhou, Zhihan & Wang, Zeyu & Mardani, Abbas, 2023. "Digital finance and enterprise financing constraints: Structural characteristics and mechanism identification," Journal of Business Research, Elsevier, vol. 165(C).
    15. Gerard Hoberg & Vojislav Maksimovic, 2015. "Redefining Financial Constraints: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 28(5), pages 1312-1352.
    16. Ahern, Kenneth R., 2012. "Bargaining power and industry dependence in mergers," Journal of Financial Economics, Elsevier, vol. 103(3), pages 530-550.
    17. Lingxiu Dong & Yunzhe Qiu & Fasheng Xu, 2023. "Blockchain-Enabled Deep-Tier Supply Chain Finance," Manufacturing & Service Operations Management, INFORMS, vol. 25(6), pages 2021-2037, November.
    18. Mark Gertler, 1992. "Financial Capacity and Output Fluctuations in an Economy with Multi-Period Financial Relationships," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(3), pages 455-472.
    19. Choi, Tsan-Ming & Feng, Lipan & Li, Rong, 2020. "Information disclosure structure in supply chains with rental service platforms in the blockchain technology era," International Journal of Production Economics, Elsevier, vol. 221(C).
    20. Maximilian Klöckner & Christoph G. Schmidt & Stephan M. Wagner, 2022. "When Blockchain Creates Shareholder Value: Empirical Evidence from International Firm Announcements," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 46-64, January.
    21. Hsihui Chang & Sheng Liu & Raj Mashruwala, 2022. "Customer Bargaining Power, Strategic Fit, and Supplier Performance," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1492-1509, April.
    22. Hirth, Stefan & Viswanatha, Marc, 2011. "Financing constraints, cash-flow risk, and corporate investment," Journal of Corporate Finance, Elsevier, vol. 17(5), pages 1496-1509.
    23. Ole-Kristian Hope & Wayne Thomas & Dushyantkumar Vyas, 2011. "Financial credibility, ownership, and financing constraints in private firms," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 42(7), pages 935-957, September.
    24. Jiri Chod & Evgeny Lyandres, 2021. "A Theory of ICOs: Diversification, Agency, and Information Asymmetry," Management Science, INFORMS, vol. 67(10), pages 5969-5989, October.
    25. Peter M. Clarkson & Jennifer L. Kao & Gordon D. Richardson, 1999. "Evidence That Management Discussion and Analysis (MD&A) is a Part of a Firm's Overall Disclosure Package," Contemporary Accounting Research, John Wiley & Sons, vol. 16(1), pages 111-134, March.
    26. Elena Fedorova & Pavel Drogovoz & Alexandr Nevredinov & Polina Kazinina & Cai Qitan, 2022. "Impact of MD&A sentiment on corporate investment in developing economies: Chinese evidence," Asian Review of Accounting, Emerald Group Publishing Limited, vol. 30(4), pages 513-539, August.
    27. Lin William Cong & Zhiguo He & Jiasun Li & Wei Jiang, 2021. "Decentralized Mining in Centralized Pools [Concentrating on the fall of the labor share]," The Review of Financial Studies, Society for Financial Studies, vol. 34(3), pages 1191-1235.
    28. Tunay I. Tunca & Weiming Zhu, 2018. "Buyer Intermediation in Supplier Finance," Management Science, INFORMS, vol. 64(12), pages 5631-5650, December.
    29. Kwak, Kiho & Kim, Namil, 2020. "Concentrate or disperse? The relationship between major customer concentration and supplier profitability and the moderating role of insider ownership," Journal of Business Research, Elsevier, vol. 109(C), pages 648-658.
    30. Chunguang Bai & Joseph Sarkis, 2020. "A supply chain transparency and sustainability technology appraisal model for blockchain technology," International Journal of Production Research, Taylor & Francis Journals, vol. 58(7), pages 2142-2162, April.
    31. Bin Shen & Ciwei Dong & Stefan Minner, 2022. "Combating Copycats in the Supply Chain with Permissioned Blockchain Technology," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 138-154, January.
    32. Yan, Nina & Liu, Yang & Xu, Xun & He, Xiuli, 2020. "Strategic dual-channel pricing games with e-retailer finance," European Journal of Operational Research, Elsevier, vol. 283(1), pages 138-151.
    33. Volodymyr Babich & Gilles Hilary, 2020. "OM Forum—Distributed Ledgers and Operations: What Operations Management Researchers Should Know About Blockchain Technology," Manufacturing & Service Operations Management, INFORMS, vol. 22(2), pages 223-245, March.
    34. Therese Wilson, 2012. "Supporting Social Enterprises to Support Vulnerable Consumers: The Example of Community Development Finance Institutions and Financial Exclusion," Journal of Consumer Policy, Springer, vol. 35(2), pages 197-213, June.
    35. 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.
    36. Leonardo Marques & Tingting Yan & Lee Matthews, 2020. "Knowledge Diffusion in a Global Supply Network: A Network of Practice View," Journal of Supply Chain Management, Institute for Supply Management, vol. 56(1), pages 33-53, January.
    37. Gabriella M. Hastig & ManMohan S. Sodhi, 2020. "Blockchain for Supply Chain Traceability: Business Requirements and Critical Success Factors," Production and Operations Management, Production and Operations Management Society, vol. 29(4), pages 935-954, April.
    38. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    39. Jonathan Chiu & Thorsten V Koeppl, 2019. "Blockchain-Based Settlement for Asset Trading," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1716-1753.
    40. Stephanie F. Cheng & Gus De Franco & Haibo Jiang & Pengkai Lin, 2019. "Riding the Blockchain Mania: Public Firms’ Speculative 8-K Disclosures," Management Science, INFORMS, vol. 65(12), pages 5901-5913, December.
    41. Yang, Jinglan & Liu, Jianghuai & Yao, Zheng & Ma, Chaoqun, 2024. "Measuring digitalization capabilities using machine learning," Research in International Business and Finance, Elsevier, vol. 70(PB).
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