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The Digital Transformation Effect in Trade Credit Uptake: The Buyer Perspective

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  • Yuming Zhang
  • Han Liu
  • Shuang Li
  • Chao Xing

Abstract

Combined with buyer market theory, we attempt to analyze the relationship between digital transformation and trade credit financing from an advantage acquisition perspective. Using financial and text data from the annual reports of Chinese listed companies from 2010–2020, we find that digital transformation has a significant promotion effect on firm trade credit financing. This result is robust after accounting for a series of endogeneity and other tests. A further examination reveals that operation efficiency, information transparency, and reputation are inducement mechanisms. We also find that the promotion effect is particularly more pronounced for state-owned firms in areas with sound product market development and supply chains with lower supplier concentration. These findings have implications for understanding the role played by digital transformation in trade credit financing.

Suggested Citation

  • Yuming Zhang & Han Liu & Shuang Li & Chao Xing, 2023. "The Digital Transformation Effect in Trade Credit Uptake: The Buyer Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(7), pages 2056-2078, May.
    • Handle: RePEc:mes:emfitr:v:59:y:2023:i:7:p:2056-2078
    DOI: 10.1080/1540496X.2023.2172319
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    as
    1. Bin Srinidhi & Ferdinand A. Gul & Judy Tsui, 2011. "Female Directors and Earnings Quality," Contemporary Accounting Research, John Wiley & Sons, vol. 28(5), pages 1610-1644, December.
    2. Mikalef, Patrick & Pateli, Adamantia, 2017. "Information technology-enabled dynamic capabilities and their indirect effect on competitive performance: Findings from PLS-SEM and fsQCA," Journal of Business Research, Elsevier, vol. 70(C), pages 1-16.
    3. Robert M. Bushman & Joseph D. Piotroski & Abbie J. Smith, 2004. "What Determines Corporate Transparency?," Journal of Accounting Research, Wiley Blackwell, vol. 42(2), pages 207-252, May.
    4. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    5. Min Zhang & Lijun Ma & Jun Su & Wen Zhang, 2014. "Do Suppliers Applaud Corporate Social Performance?," Journal of Business Ethics, Springer, vol. 121(4), pages 543-557, June.
    6. Knudsen, Eirik Sjåholm & Lien, Lasse B. & Timmermans, Bram & Belik, Ivan & Pandey, Sujit, 2021. "Stability in turbulent times? The effect of digitalization on the sustainability of competitive advantage," Journal of Business Research, Elsevier, vol. 128(C), pages 360-369.
    7. Liu, Qigui & Luo, Jinbo & Tian, Gary Gang, 2016. "Managerial professional connections versus political connections: Evidence from firms' access to informal financing resources," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 179-200.
    8. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    9. Mostafa Monzur Hasan & Ahsan Habib & Ruoyun Zhao, 2022. "Corporate reputation risk and cash holdings," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(1), pages 667-707, March.
    10. Fabbri, Daniela & Menichini, Anna Maria C., 2010. "Trade credit, collateral liquidation, and borrowing constraints," Journal of Financial Economics, Elsevier, vol. 96(3), pages 413-432, June.
    11. Hongkang Xu & Trung H. Pham & Mai Dao, 2020. "Annual report readability and trade credit," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 19(3), pages 363-385, July.
    12. Verena Hossnofsky & Sebastian Junge, 2019. "Does the market reward digitalization efforts? Evidence from securities analysts’ investment recommendations," Journal of Business Economics, Springer, vol. 89(8), pages 965-994, December.
    13. Long, Cheryl & Zhang, Xiaobo, 2011. "Cluster-based industrialization in China: Financing and performance," Journal of International Economics, Elsevier, vol. 84(1), pages 112-123, May.
    14. Isabel Lourenço & Jeffrey Callen & Manuel Branco & José Curto, 2014. "The Value Relevance of Reputation for Sustainability Leadership," Journal of Business Ethics, Springer, vol. 119(1), pages 17-28, January.
    15. Shenoy, Jaideep & Williams, Ryan, 2017. "Trade credit and the joint effects of supplier and customer financial characteristics," Journal of Financial Intermediation, Elsevier, vol. 29(C), pages 68-80.
    16. Pan, Wenrong & Xie, Tao & Wang, Zhuwang & Ma, Lisha, 2022. "Digital economy: An innovation driver for total factor productivity," Journal of Business Research, Elsevier, vol. 139(C), pages 303-311.
    17. Kong, Dongmin & Pan, Yue & Tian, Gary Gang & Zhang, Pengdong, 2020. "CEOs' hometown connections and access to trade credit: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 62(C).
    18. Chen, Tai-Yuan & Dasgupta, Sudipto & Yu, Yangxin, 2014. "Transparency and Financing Choices of Family Firms," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(2), pages 381-408, April.
    19. Gyimah, Daniel & Machokoto, Michael & Sikochi, Anywhere (Siko), 2020. "Peer influence on trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    20. Morton Pincus & Feng Tian & Patricia Wellmeyer & Sean Xin Xu, 2017. "Do Clients’ Enterprise Systems Affect Audit Quality and Efficiency?," Contemporary Accounting Research, John Wiley & Sons, vol. 34(4), pages 1975-2021, December.
    21. Andrew Ellul & Tullio Jappelli & Marco Pagano & Fausto Panunzi, 2016. "Transparency, Tax Pressure, and Access to Finance," Review of Finance, European Finance Association, vol. 20(1), pages 37-76.
    22. Lawrenz, Jochen & Oberndorfer, Julia, 2018. "Firm size effects in trade credit supply and demand," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 1-20.
    23. Chod, Jiri & Lyandres, Evgeny & Yang, S. Alex, 2019. "Trade credit and supplier competition," Journal of Financial Economics, Elsevier, vol. 131(2), pages 484-505.
    24. Costello, Anna M., 2013. "Mitigating incentive conflicts in inter-firm relationships: Evidence from long-term supply contracts," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 19-39.
    25. Mariassunta Giannetti & Mike Burkart & Tore Ellingsen, 2011. "What You Sell Is What You Lend? Explaining Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 1261-1298.
    26. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    27. Levine, Ross & Lin, Chen & Xie, Wensi, 2018. "Corporate Resilience to Banking Crises: The Roles of Trust and Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1441-1477, August.
    28. Ribeiro-Navarrete, Samuel & Botella-Carrubi, Dolores & Palacios-Marqués, Daniel & Orero-Blat, Maria, 2021. "The effect of digitalization on business performance: An applied study of KIBS," Journal of Business Research, Elsevier, vol. 126(C), pages 319-326.
    29. Marc Deloof & Maurizio Rocca, 2015. "Local financial development and the trade credit policy of Italian SMEs," Small Business Economics, Springer, vol. 44(4), pages 905-924, April.
    30. Mateut, Simona & Chevapatrakul, Thanaset, 2018. "Customer financing, bargaining power and trade credit uptake," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 147-162.
    31. Hongkang Xu & Jia Wu & Mai Dao, 2020. "Corporate social responsibility and trade credit," Review of Quantitative Finance and Accounting, Springer, vol. 54(4), pages 1389-1416, May.
    32. Hsiao-Hui Lee & Jianer Zhou & Jingqi Wang, 2018. "Trade Credit Financing Under Competition and Its Impact on Firm Performance in Supply Chains," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 36-52, February.
    33. S. Alex Yang & John R. Birge, 2018. "Trade Credit, Risk Sharing, and Inventory Financing Portfolios," Management Science, INFORMS, vol. 64(8), pages 3667-3689, August.
    34. Xia, Changyuan & Zhang, Xiaowei & Cao, Chunfang & Xu, Nan, 2019. "Independent director connectedness in China: An examination of the trade credit financing hypothesis," International Review of Economics & Finance, Elsevier, vol. 63(C), pages 209-225.
    35. Hongkang Xu & Trung H. Pham & Mai Dao, 2020. "Annual report readability and trade credit," Review of Accounting and Finance, Emerald Group Publishing Limited, vol. 19(3), pages 363-385, July.
    36. 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.
    37. Nishant Dass & Jayant R. Kale & Vikram Nanda, 2015. "Trade Credit, Relationship-specific Investment, and Product Market Power," Review of Finance, European Finance Association, vol. 19(5), pages 1867-1923.
    38. Chih-Wei Lin & Wei Peng Tan & Su-Shiang Lee & Tso-Yen Mao & Baogui Xin, 2021. "Is the Improvement of CSR Helpful in Business Performance? Discussion of the Interference Effects of Financial Indicators from a Financial Perspective," Complexity, Hindawi, vol. 2021, pages 1-9, November.
    39. André Hanelt & René Bohnsack & David Marz & Cláudia Antunes Marante, 2021. "A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change," Journal of Management Studies, Wiley Blackwell, vol. 58(5), pages 1159-1197, July.
    40. Wu, Wenfeng & Firth, Michael & Rui, Oliver M., 2014. "Trust and the provision of trade credit," Journal of Banking & Finance, Elsevier, vol. 39(C), pages 146-159.
    41. Jhang, Shih-Sian (Sherwin) & Ogden, Joseph P. & Suresh, Nallan C., 2019. "Operational and financial configurations contingent on market power status," Omega, Elsevier, vol. 88(C), pages 91-109.
    42. Vicente Cuñat, 2007. "Trade Credit: Suppliers as Debt Collectors and Insurance Providers," The Review of Financial Studies, Society for Financial Studies, vol. 20(2), pages 491-527.
    43. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    44. Liu, Xiang & Saidi, Reza & Bazaz, Mohammad, 2014. "Institutional incentives and earnings quality: The influence of government ownership in China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 10(3), pages 248-261.
    45. Abdulla, Yomna & Dang, Viet Anh & Khurshed, Arif, 2017. "Stock market listing and the use of trade credit: Evidence from public and private firms," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 391-410.
    46. Lucian A. Taylor, 2010. "Why Are CEOs Rarely Fired? Evidence from Structural Estimation," Journal of Finance, American Finance Association, vol. 65(6), pages 2051-2087, December.
    47. Andrew Kusiak, 2017. "Smart manufacturing must embrace big data," Nature, Nature, vol. 544(7648), pages 23-25, April.
    48. An, Zhe & Chen, Chen & Naiker, Vic & Wang, Jun, 2020. "Does media coverage deter firms from withholding bad news? Evidence from stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 64(C).
    49. Mahmood Hajli & Julian M. Sims & Valisher Ibragimov, 2015. "Information technology (IT) productivity paradox in the 21st century," International Journal of Productivity and Performance Management, Emerald Group Publishing Limited, vol. 64(4), pages 457-478, April.
    50. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    51. González, Maximiliano & Guzmán, Alexander & Téllez, Diego Fernando & Trujillo, María Andrea, 2021. "What you say and how you say it: Information disclosure in Latin American firms," Journal of Business Research, Elsevier, vol. 127(C), pages 427-443.
    52. Fabbri, Daniela & Klapper, Leora F., 2016. "Bargaining power and trade credit," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 66-80.
    53. Anthony, Joseph H. & Ramesh, K., 1992. "Association between accounting performance measures and stock prices : A test of the life cycle hypothesis," Journal of Accounting and Economics, Elsevier, vol. 15(2-3), pages 203-227, August.
    54. Julian F. Kölbel & Timo Busch & Leonhardt M. Jancso, 2017. "How Media Coverage of Corporate Social Irresponsibility Increases Financial Risk," Strategic Management Journal, Wiley Blackwell, vol. 38(11), pages 2266-2284, November.
    55. Hongkang Xu & Duong Nguyen & Mai Dao, 2021. "Pilot CEOs and trade credit," The European Journal of Finance, Taylor & Francis Journals, vol. 27(6), pages 486-509, April.
    56. Ruiyuan Chen & Sadok El Ghoul & Omrane Guedhami & Chuck C. Y. Kwok & Robert Nash, 2021. "International evidence on state ownership and trade credit: Opportunities and motivations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 52(6), pages 1121-1158, August.
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    3. Lin, Baoguo & Dong, Xueqin, 2024. "Empirical Study on the Impact of Digital Finance on Commercial Credit Allocation in SMEs," Finance Research Letters, Elsevier, vol. 61(C).

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