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The diverse impact of heterogeneous customer characteristics on supply chain finance: Empirical evidence from Chinese factoring

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  • Liu, Bai
  • Ju, Tao
  • Chan, Hing Kai

Abstract

Supply chain finance (SCF) has become increasingly crucial for improving the operational efficiency of an entire supply chain. The existing literature has mainly focused on how customers persuade suppliers to adopt SCF in reverse factoring rapidly. However, the determinants that contribute to the successful implementation of supplier-initiated factoring have been largely unexplored. This study draws upon resource dependence theory to investigate the determinants of factoring from the perspective of heterogeneous customer characteristics. Using unique accounts receivable factoring data manually collected from 1929 listed Chinese firms between 2010 and 2019, we found that (1) customer concentration restrains suppliers’ factoring, while customer stability promotes it; (2) supplier market power mitigates the negative impact of customer concentration and strengthens the positive influence of customer stability; (3) customer financial constraints exacerbate the negative impact of customer concentration and weaken the positive effects of customer stability. This study contributes to SCF literature by providing insights into the relationship between customer characteristics and factoring. In summary, our findings enhance the understanding of co-operation and competition of SCF for both academics and practitioners.

Suggested Citation

  • Liu, Bai & Ju, Tao & Chan, Hing Kai, 2022. "The diverse impact of heterogeneous customer characteristics on supply chain finance: Empirical evidence from Chinese factoring," International Journal of Production Economics, Elsevier, vol. 243(C).
    • Handle: RePEc:eee:proeco:v:243:y:2022:i:c:s0925527321002978
    DOI: 10.1016/j.ijpe.2021.108321
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    as
    1. van der Vliet, Kasper & Reindorp, Matthew J. & Fransoo, Jan C., 2015. "The price of reverse factoring: Financing rates vs. payment delays," European Journal of Operational Research, Elsevier, vol. 242(3), pages 842-853.
    2. Wang, Jin, 2012. "Do firms' relationships with principal customers/suppliers affect shareholders' income?," Journal of Corporate Finance, Elsevier, vol. 18(4), pages 860-878.
    3. 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).
    4. Christopher Marquis & Yanhua Bird, 2018. "The Paradox of Responsive Authoritarianism: How Civic Activism Spurs Environmental Penalties in China," Organization Science, INFORMS, vol. 29(5), pages 948-968, October.
    5. Shantanu Banerjee & Sudipto Dasgupta & Yungsan Kim, 2008. "Buyer–Supplier Relationships and the Stakeholder Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 63(5), pages 2507-2552, October.
    6. Shou, Yongyi & Shao, Jinan & Wang, Weijiao & Lai, Kee-hung, 2020. "The impact of corporate social responsibility on trade credit: Evidence from Chinese small and medium-sized manufacturing enterprises," International Journal of Production Economics, Elsevier, vol. 230(C).
    7. 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.
    8. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," The Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    9. Itzkowitz, Jennifer, 2013. "Customers and cash: How relationships affect suppliers' cash holdings," Journal of Corporate Finance, Elsevier, vol. 19(C), pages 159-180.
    10. Campello, Murillo & Gao, Janet, 2017. "Customer concentration and loan contract terms," Journal of Financial Economics, Elsevier, vol. 123(1), pages 108-136.
    11. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    12. Robert Grüter & David A. Wuttke, 2017. "Option matters: valuing reverse factoring," International Journal of Production Research, Taylor & Francis Journals, vol. 55(22), pages 6608-6623, November.
    13. Yasir Shahab & Collins G. Ntim & Ye Chengang & Farid Ullah & Samuel Fosu, 2018. "Environmental policy, environmental performance, and financial distress in China: Do top management team characteristics matter?," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1635-1652, December.
    14. 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).
    15. Efraim Benmelech & Ralf R. Meisenzahl & Rodney Ramcharan, 2017. "The Real Effects of Liquidity During the Financial Crisis: Evidence from Automobiles," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 317-365.
    16. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    17. Chunying Tian & Dongyan Chen & Zhaobo Chen & Ding Zhang, 2020. "Why and How Does a Supplier Choose Factoring Finance?," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-14, January.
    18. Leora Klapper & Luc Laeven & Raghuram Rajan, 2012. "Trade Credit Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 838-867.
    19. Shai Bernstein, 2015. "Does Going Public Affect Innovation?," Journal of Finance, American Finance Association, vol. 70(4), pages 1365-1403, August.
    20. Fabbri, Daniela & Klapper, Leora F., 2016. "Bargaining power and trade credit," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 66-80.
    21. Shane S. Dikolli & William R. Kinney & Karen L. Sedatole, 2007. "Measuring Customer Relationship Value: The Role of Switching Cost," Contemporary Accounting Research, John Wiley & Sons, vol. 24(1), pages 93-132, March.
    22. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    23. Soufani, Khaled, 2002. "On the determinants of factoring as a financing choice: evidence from the UK," Journal of Economics and Business, Elsevier, vol. 54(2), pages 239-252.
    24. Joel Peress, 2010. "Product Market Competition, Insider Trading, and Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 65(1), pages 1-43, February.
    25. Budin, Morris & Eapen, A T, 1970. "Cash Generation in Business Operations: Some Simulation Models," Journal of Finance, American Finance Association, vol. 25(5), pages 1091-1107, December.
    26. Chia-Jung Lee & Rhona Johnsen, 2012. "Asymmetric Customer-Supplier Relationship Development in Taiwanese Electronics Firms," Post-Print hal-00956952, HAL.
    27. Xu, Xinhan & Chen, Xiangfeng & Jia, Fu & Brown, Steve & Gong, Yu & Xu, Yifan, 2018. "Supply chain finance: A systematic literature review and bibliometric analysis," International Journal of Production Economics, Elsevier, vol. 204(C), pages 160-173.
    28. Peng, Xuan & Wang, Xiongyuan & Chan, Kam C., 2020. "Does supplier stability matter in initial public offering pricing?," International Journal of Production Economics, Elsevier, vol. 225(C).
    29. Klapper, Leora, 2006. "The role of factoring for financing small and medium enterprises," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 3111-3130, November.
    30. Wang, Zhiqiang & Wang, Qiang & Lai, Yin & Liang, Chaojie, 2020. "Drivers and outcomes of supply chain finance adoption: An empirical investigation in China," International Journal of Production Economics, Elsevier, vol. 220(C).
    31. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    32. 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.
    33. Ziyun Yang, 2017. "Customer concentration, relationship, and debt contracting," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 18(2), pages 185-207, May.
    34. Jesse A. Ellis & C. Edward Fee & Shawn E. Thomas, 2012. "Proprietary Costs and the Disclosure of Information About Customers," Journal of Accounting Research, Wiley Blackwell, vol. 50(3), pages 685-727, June.
    35. 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.
    36. Wuttke, David A. & Blome, Constantin & Sebastian Heese, H. & Protopappa-Sieke, Margarita, 2016. "Supply chain finance: Optimal introduction and adoption decisions," International Journal of Production Economics, Elsevier, vol. 178(C), pages 72-81.
    37. Veronika K. Pool & Noah Stoffman & Scott E. Yonker, 2012. "No Place Like Home: Familiarity in Mutual Fund Manager Portfolio Choice," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2563-2599.
    38. 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.
    39. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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