IDEAS home Printed from https://ideas.repec.org/a/eee/glofin/v62y2024ics1044028324000814.html
   My bibliography  Save this article

Spillover effect of corporate digitalization in the supply chain: Perspective of trade credit financing

Author

Listed:
  • Hu, Mingsheng
  • Yang, Xu
  • Zhu, You
  • Uddin, Gazi Salah

Abstract

We investigate the degree of digitalization required to gain a competitive advantage in the supply chain by developing a firm-specific metric based on firm disclosure. Using a 2011–2020 sample of Chinese listed firms, we examine whether improving corporate digitalization can bring more trade credit financing from the supply chain. Our findings indicate that firms acquire more trade credit after increasing their level of digitalization, despite the low pressure of credit rationing. Furthermore, digitalization improves operation, research and development, and governance efficiency, giving such firms a competitive advantage. Cross-sectional analyses indicate that specific characteristics, such as a large firm size, state-owned property, traditional industry type, stable macropolicy environment, high industry status, and transparent internal information environment, can bolster this competitive advantage. In general, we highlight the role of digitalization in improving firms' competitiveness in the supply chain from the perspective of trade credit financing.

Suggested Citation

  • Hu, Mingsheng & Yang, Xu & Zhu, You & Uddin, Gazi Salah, 2024. "Spillover effect of corporate digitalization in the supply chain: Perspective of trade credit financing," Global Finance Journal, Elsevier, vol. 62(C).
  • Handle: RePEc:eee:glofin:v:62:y:2024:i:c:s1044028324000814
    DOI: 10.1016/j.gfj.2024.101009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1044028324000814
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.gfj.2024.101009?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. Eller, Robert & Alford, Philip & Kallmünzer, Andreas & Peters, Mike, 2020. "Antecedents, consequences, and challenges of small and medium-sized enterprise digitalization," Journal of Business Research, Elsevier, vol. 112(C), pages 119-127.
    2. Wang, Jianda & Dong, Kangyin & Dong, Xiucheng & Taghizadeh-Hesary, Farhad, 2022. "Assessing the digital economy and its carbon-mitigation effects: The case of China," Energy Economics, Elsevier, vol. 113(C).
    3. Zacharias Sautner & Laurence Van Lent & Grigory Vilkov & Ruishen Zhang, 2023. "Firm‐Level Climate Change Exposure," Journal of Finance, American Finance Association, vol. 78(3), pages 1449-1498, June.
    4. Wang, Zongrun & Cao, Xuxin & Ren, Xiaohang & Taghizadeh-Hesary, Farhad, 2024. "Can digital transformation affect coal utilization efficiency in China? Evidence from spatial econometric analyses," Resources Policy, Elsevier, vol. 91(C).
    5. Lashitew, Addisu A., 2023. "When businesses go digital: The role of CEO attributes in technology adoption and utilization during the COVID-19 pandemic," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    6. Didier, Tatiana & Huneeus, Federico & Larrain, Mauricio & Schmukler, Sergio L., 2021. "Financing firms in hibernation during the COVID-19 pandemic," Journal of Financial Stability, Elsevier, vol. 53(C).
    7. Sirui Wu & Guangming Gong & Xin Huang & Haowen Tian, 2022. "The Interaction Between Suppliers and Fraudulent Customer Firms: Evidence from Trade Credit Financing of Chinese Listed Firms," Journal of Business Ethics, Springer, vol. 179(2), pages 531-550, August.
    8. 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.
    9. Daniel L Gamache & François Neville & Jonathan Bundy & Cole E Short, 2020. "Serving differently: CEO regulatory focus and firm stakeholder strategy," Strategic Management Journal, Wiley Blackwell, vol. 41(7), pages 1305-1335, July.
    10. Vikrant Vig, 2013. "Access to Collateral and Corporate Debt Structure: Evidence from a Natural Experiment," Journal of Finance, American Finance Association, vol. 68(3), pages 881-928, June.
    11. 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.
    12. Khan, Safi Ullah, 2022. "Financing constraints and firm-level responses to the COVID-19 pandemic: International evidence," Research in International Business and Finance, Elsevier, vol. 59(C).
    13. Li, Lixu & Ye, Fei & Zhan, Yuanzhu & Kumar, Ajay & Schiavone, Francesco & Li, Yina, 2022. "Unraveling the performance puzzle of digitalization: Evidence from manufacturing firms," Journal of Business Research, Elsevier, vol. 149(C), pages 54-64.
    14. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    15. Taghizadeh-Hesary, Farhad & Dong, Kangyin & Zhao, Congyu & Phoumin, Han, 2023. "Can financial and economic means accelerate renewable energy growth in the climate change era? The case of China," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 730-743.
    16. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    17. Xiao Li & Jeffrey Ng & Walid Saffar, 2021. "Financial Reporting and Trade Credit: Evidence from Mandatory IFRS Adoption," Contemporary Accounting Research, John Wiley & Sons, vol. 38(1), pages 96-128, March.
    18. Cao, Xiaping & Cumming, Douglas & Zhou, Sili, 2020. "State ownership and corporate innovative efficiency," Emerging Markets Review, Elsevier, vol. 44(C).
    19. Jon Frost & Leonardo Gambacorta & Yi Huang & Hyun Song Shin & Pablo Zbinden, 2019. "BigTech and the changing structure of financial intermediation," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 34(100), pages 761-799.
    20. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    21. Liu, Jingling & Chen, Yanying & Liang, Feng Helen, 2023. "The effects of digital economy on breakthrough innovations: Evidence from Chinese listed companies," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    22. Werner Bönte & Sebastian Nielen, 2011. "Product Innovation, Credit Constraints, and Trade Credit: Evidence from a Cross‐country Study," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 413-424, September.
    23. Tsan‐Ming Choi & Subodha Kumar & Xiaohang Yue & Hau‐Ling Chan, 2022. "Disruptive Technologies and Operations Management in the Industry 4.0 Era and Beyond," Production and Operations Management, Production and Operations Management Society, vol. 31(1), pages 9-31, January.
    24. García-Quevedo, José & Segarra-Blasco, Agustí & Teruel, Mercedes, 2018. "Financial constraints and the failure of innovation projects," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 127-140.
    25. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    26. Mark A Chen & Qinxi Wu & Baozhong Yang, 2019. "How Valuable Is FinTech Innovation?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 2062-2106.
    27. 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.
    28. Erik Brynjolfsson & Kristina McElheran, 2016. "The Rapid Adoption of Data-Driven Decision-Making," American Economic Review, American Economic Association, vol. 106(5), pages 133-139, May.
    29. Ho‐Yin Mak & Zuo‐Jun Max Shen, 2021. "When Triple‐A Supply Chains Meet Digitalization: The Case of JD.com's C2M Model," Production and Operations Management, Production and Operations Management Society, vol. 30(3), pages 656-665, March.
    30. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    31. Cong, Lin William & Li, Ye & Wang, Neng, 2022. "Token-based platform finance," Journal of Financial Economics, Elsevier, vol. 144(3), pages 972-991.
    32. Farhad Taghizadeh-Hesary & Suk Hyun (ed.), 2022. "Green Digital Finance and Sustainable Development Goals," Economics, Law, and Institutions in Asia Pacific, Springer, number 978-981-19-2662-4, June.
    33. Shailer, Greg & Wang, Kun, 2015. "Government ownership and the cost of debt for Chinese listed corporations," Emerging Markets Review, Elsevier, vol. 22(C), pages 1-17.
    34. Love, Inessa & Preve, Lorenzo A. & Sarria-Allende, Virginia, 2007. "Trade credit and bank credit: Evidence from recent financial crises," Journal of Financial Economics, Elsevier, vol. 83(2), pages 453-469, February.
    35. Gao, Xiaoxue, 2023. "Digital transformation in finance and its role in promoting financial transparency," Global Finance Journal, Elsevier, vol. 58(C).
    36. Zheng, Jiajia & Wang, Xingwu, 2021. "Can mobile information communication technologies (ICTs) promote the development of renewables?-evidence from seven countries," Energy Policy, Elsevier, vol. 149(C).
    37. Montero Guerra, José Manuel & Danvila-del-Valle, Ignacio & Méndez Suárez, Mariano, 2023. "The impact of digital transformation on talent management," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    38. Kopp, Thomas & Nabernegg, Markus & Lange, Steffen, 2023. "The net climate effect of digitalization, differentiating between firms and households," Energy Economics, Elsevier, vol. 126(C).
    39. 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.
    40. Zhang, Xindong & Zou, Meifeng & Liu, Weimin & Zhang, Yuefei, 2020. "Does a firm’s supplier concentration affect its cash holding?," Economic Modelling, Elsevier, vol. 90(C), pages 527-535.
    41. Tang, Yunfeng & Zhang, Xuan & Lu, Shibao & Taghizadeh-Hesary, Farhad, 2023. "Digital finance and air pollution in China: Evolution characteristics, impact mechanism and regional differences," Resources Policy, Elsevier, vol. 86(PA).
    42. Shan, Yuan George, 2015. "Value relevance, earnings management and corporate governance in China," Emerging Markets Review, Elsevier, vol. 23(C), pages 186-207.
    43. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    44. 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.
    45. 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.
    46. Caputo, Andrea & Pizzi, Simone & Pellegrini, Massimiliano M. & Dabić, Marina, 2021. "Digitalization and business models: Where are we going? A science map of the field," Journal of Business Research, Elsevier, vol. 123(C), pages 489-501.
    47. Ciampi, Francesco & Demi, Stefano & Magrini, Alessandro & Marzi, Giacomo & Papa, Armando, 2021. "Exploring the impact of big data analytics capabilities on business model innovation: The mediating role of entrepreneurial orientation," Journal of Business Research, Elsevier, vol. 123(C), pages 1-13.
    48. Li, Ying & Dai, Jing & Cui, Li, 2020. "The impact of digital technologies on economic and environmental performance in the context of industry 4.0: A moderated mediation model," International Journal of Production Economics, Elsevier, vol. 229(C).
    49. Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation," NBER Working Papers 24449, National Bureau of Economic Research, Inc.
    50. Santos, Susana C. & Liguori, Eric W. & Garvey, Erin, 2023. "How digitalization reinvented entrepreneurial resilience during COVID-19," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    51. Duan, Zhixin & Hu, Mingsheng, 2024. "Dig the treasure nearby: The impact of local supplier preference on trade credit financing," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 629-650.
    52. Khan, Nida & Kchouri, Bilal & Yatoo, Nissar Ahmad & Kräussl, Zsofia & Patel, Anass & State, Radu, 2022. "Tokenization of sukuk: Ethereum case study," Global Finance Journal, Elsevier, vol. 51(C).
    53. Yu, Huaying & Wei, Wei & Li, Jinhe & Li, Ying, 2022. "The impact of green digital finance on energy resources and climate change mitigation in carbon neutrality: Case of 60 economies," Resources Policy, Elsevier, vol. 79(C).
    54. Ron Adner & Phanish Puranam & Feng Zhu, 2019. "What Is Different About Digital Strategy? From Quantitative to Qualitative Change," Strategy Science, INFORMS, vol. 4(4), pages 253-261, December.
    55. Awan, Usama & Shamim, Saqib & Khan, Zaheer & Zia, Najam Ul & Shariq, Syed Muhammad & Khan, Muhammad Naveed, 2021. "Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    56. Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation: An Exploratory Analysis," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 115-146, National Bureau of Economic Research, Inc.
    57. Ge, Ying & Qiu, Jiaping, 2007. "Financial development, bank discrimination and trade credit," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 513-530, February.
    58. Xu, Zhaoxia, 2020. "Economic policy uncertainty, cost of capital, and corporate innovation," Journal of Banking & Finance, Elsevier, vol. 111(C).
    59. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    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. Zhou, Zhongsheng & Li, Zhuo, 2023. "Corporate digital transformation and trade credit financing," Journal of Business Research, Elsevier, vol. 160(C).
    2. Zhang, Cheng & Lee, Yun-Chi & Ho, Kung-Cheng & Shen, Xixi, 2023. "Influence of institutional differences on trade credit use during pandemics," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    3. Tarkom, Augustine & Yang, Lukai, 2024. "Presidential economic approval rating and trade credit," International Review of Financial Analysis, Elsevier, vol. 93(C).
    4. 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.
    5. Changling Sun & Ziang Lin & Marek Vochozka & Zuzana Vincúrová, 2022. "Digital transformation and corporate cash holdings in China’s A-share listed companies," Oeconomia Copernicana, Institute of Economic Research, vol. 13(4), pages 1081-1116, December.
    6. Zhu, Xiumei & Li, Yue, 2023. "The use of data-driven insight in ambidextrous digital transformation: How do resource orchestration, organizational strategic decision-making, and organizational agility matter?," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    7. Afrifa, Godfred Adjapong & Gyapong, Ernest & Monem, Reza M., 2018. "Product differentiation, market dynamics and the value relevance of trade payables: Evidence from UK listed firms," Journal of Contemporary Accounting and Economics, Elsevier, vol. 14(3), pages 235-253.
    8. 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.
    9. Duan, Zhixin & Hu, Mingsheng, 2024. "Dig the treasure nearby: The impact of local supplier preference on trade credit financing," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 629-650.
    10. Li, Shan & Shi, Hanzhong & Sowah, Joseph Sowahfio & Zhai, Kerui, 2024. "Customers’ blockchain adoption and suppliers’ provision of trade credit: A pre-registered report," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    11. Ouyang, Caiyue & Xiong, Jiacai & Liu, Li & Yao, Jun, 2024. "Geographic proximity and trade credit: Evidence from a quasi-natural experiment," Journal of Corporate Finance, Elsevier, vol. 84(C).
    12. Xin, Zhuoyao & Zhang, Zongyi & Xiang, Cheng, 2024. "Do suppliers value clients’ ESG profiles? Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 91(C), pages 241-258.
    13. D'Mello, Ranjan & Toscano, Francesca, 2020. "Economic policy uncertainty and short-term financing: The case of trade credit," Journal of Corporate Finance, Elsevier, vol. 64(C).
    14. Wenwu Cai & Xiaofeng Quan & Gary Gang Tian, 2023. "Local Corruption and Trade Credit: Evidence from an Emerging Market," Journal of Business Ethics, Springer, vol. 185(3), pages 563-594, July.
    15. Hasan, Mostafa Monzur & Habib, Ahsan, 2019. "Social capital and trade credit," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 158-174.
    16. Cheng, Linyin, 2024. "Does digital transformation matter for trade credit provision? Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 86(C).
    17. 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.
    18. Mateut, Simona & Mizen, Paul & Ziane, Ydriss, 2015. "Inventory composition and trade credit," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 434-446.
    19. Li, Qian & Wang, Shihao & Song, Victor, 2023. "Product competition, political connections, and the costs of high leverage," Journal of Empirical Finance, Elsevier, vol. 74(C).
    20. Vo, Hong & Phan, Anh & Trinh, Quoc-Dat & Vu, Linh Nhat, 2022. "Does economic policy uncertainty affect trade credit and firm value in Korea? A comparison of chaebol vs. non-chaebol firms," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 474-491.

    More about this item

    Keywords

    Digitalization; Trade credit; Textual analysis; Efficiency; Information environment;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

    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:glofin:v:62:y:2024:i:c:s1044028324000814. 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/620162 .

    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.