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The supply chain effects of trade credit under uncertain demands

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  • Deng, Sijing
  • Fu, Ke
  • Xu, Jiayan
  • Zhu, Kaijie

Abstract

Trade credit is an important form of short-term financing for capital-constrained small firms. In this paper, we build a supply chain model consisting of one supplier and two competing retailers to investigate the impacts of trade credit on both vertical and horizontal supply chain interactions. The supplier is a large-scale manufacturer with a strong financial status that can offer trade credit to the two downstream retailers who may be financially constrained. The two retailers are engaged in Cournot competition with uncertain market demands. The demand risks may expose a financially distressed retailer to bankruptcy risk, which may be transmitted vertically through trade credit to the upstream supplier. Horizontally, the trade credit and the ensuing bankruptcy risk of one retailer will also affect the other retailer’s competition behavior and profit. We find that trade credit has two opposite effects on downstream retailers’ selling quantity decisions: it may either aggravate or soften two retailers’ competition. Interestingly, when two retailers have unbalanced financial statuses, the supplier may bail-out the financially distressed retailer, and the predation between two retailers exhibits a bidirectional pattern. Moreover, we show that a retailer always benefits from a better financial status. Improvement of the competitor’s financial status, however, may be either beneficial or harmful to the retailer, depending on the demand uncertainty and competition intensity. The supplier’s preference for the retailers’ financial statuses may also be influenced by the demand uncertainty and competition intensity.

Suggested Citation

  • Deng, Sijing & Fu, Ke & Xu, Jiayan & Zhu, Kaijie, 2021. "The supply chain effects of trade credit under uncertain demands," Omega, Elsevier, vol. 98(C).
  • Handle: RePEc:eee:jomega:v:98:y:2021:i:c:s0305048319300763
    DOI: 10.1016/j.omega.2019.102113
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    as
    1. Volodymyr Babich & Matthew J. Sobel, 2004. "Pre-IPO Operational and Financial Decisions," Management Science, INFORMS, vol. 50(7), pages 935-948, July.
    2. John McMillan & Christopher Woodruff, 1999. "Interfirm Relationships and Informal Credit in Vietnam," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(4), pages 1285-1320.
    3. Onur Boyabatlı & L. Beril Toktay, 2011. "Stochastic Capacity Investment and Flexible vs. Dedicated Technology Choice in Imperfect Capital Markets," Management Science, INFORMS, vol. 57(12), pages 2163-2179, December.
    4. Mateut, Simona & Bougheas, Spiros & Mizen, Paul, 2006. "Trade credit, bank lending and monetary policy transmission," European Economic Review, Elsevier, vol. 50(3), pages 603-629, April.
    5. Smith, Janet Kiholm, 1987. "Trade Credit and Informational Asymmetry," Journal of Finance, American Finance Association, vol. 42(4), pages 863-872, September.
    6. Seifert, Daniel & Seifert, Ralf W. & Protopappa-Sieke, Margarita, 2013. "A review of trade credit literature: Opportunities for research in operations," European Journal of Operational Research, Elsevier, vol. 231(2), pages 245-256.
    7. 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.
    8. Raymond Fisman & Mayank Raturi, 2004. "Does Competition Encourage Credit Provision? Evidence from African Trade Credit Relationships," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 345-352, February.
    9. Mike Burkart & Tore Ellingsen, 2004. "In-Kind Finance: A Theory of Trade Credit," American Economic Review, American Economic Association, vol. 94(3), pages 569-590, June.
    10. Lee, Yul W. & Stowe, John D., 1993. "Product Risk, Asymmetric Information, and Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 28(2), pages 285-300, June.
    11. Manu Goyal & Serguei Netessine, 2007. "Strategic Technology Choice and Capacity Investment Under Demand Uncertainty," Management Science, INFORMS, vol. 53(2), pages 192-207, February.
    12. Brick, Ivan E & Fung, William K H, 1984. "Taxes and the Theory of Trade Debt," Journal of Finance, American Finance Association, vol. 39(4), pages 1169-1176, September.
    13. S. Alex Yang & John R. Birge & Rodney P. Parker, 2015. "The Supply Chain Effects of Bankruptcy," Management Science, INFORMS, vol. 61(10), pages 2320-2338, October.
    14. Mian, Shehzad L & Smith, Clifford W, Jr, 1992. "Accounts Receivable Management Policy: Theory and Evidence," Journal of Finance, American Finance Association, vol. 47(1), pages 169-200, March.
    15. repec:bla:jfinan:v:43:y:1988:i:5:p:1127-41 is not listed on IDEAS
    16. Huaxia Rui & Guoming Lai, 2015. "Sourcing with Deferred Payment and Inspection under Supplier Product Adulteration Risk," Production and Operations Management, Production and Operations Management Society, vol. 24(6), pages 934-946, June.
    17. Biais, Bruno & Gollier, Christian, 1997. "Trade Credit and Credit Rationing," The Review of Financial Studies, Society for Financial Studies, vol. 10(4), pages 903-937.
    18. Qi Feng & Lauren Xiaoyuan Lu, 2012. "The Strategic Perils of Low Cost Outsourcing," Management Science, INFORMS, vol. 58(6), pages 1196-1210, June.
    19. V. Padmanabhan & I. P. L. Png, 1997. "Manufacturer's Return Policies and Retail Competition," Marketing Science, INFORMS, vol. 16(1), pages 81-94.
    20. Christina V. Atanasova & Nicholas Wilson, 2003. "Bank borrowing constraints and the demand for trade credit: evidence from panel data," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(6-7), pages 503-514.
    21. 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.
    22. Nicholas C. Petruzzi & Maqbool Dada, 1999. "Pricing and the Newsvendor Problem: A Review with Extensions," Operations Research, INFORMS, vol. 47(2), pages 183-194, April.
    23. Christopher S. Tang & S. Alex Yang & Jing Wu, 2018. "Sourcing from Suppliers with Financial Constraints and Performance Risk," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 70-84, February.
    24. Heikki Peura & S. Alex Yang & Guoming Lai, 2017. "Trade Credit in Competition: A Horizontal Benefit," Manufacturing & Service Operations Management, INFORMS, vol. 19(2), pages 263-289, May.
    25. Guoming Lai & Wenqiang Xiao, 2018. "Inventory Decisions and Signals of Demand Uncertainty to Investors," Manufacturing & Service Operations Management, INFORMS, vol. 20(1), pages 113-129, February.
    26. Hosseini-Motlagh, Seyyed-Mahdi & Nematollahi, Mohammadreza & Johari, Maryam & Sarker, Bhaba R., 2018. "A collaborative model for coordination of monopolistic manufacturer's promotional efforts and competing duopolistic retailers' trade credits," International Journal of Production Economics, Elsevier, vol. 204(C), pages 108-122.
    27. Diwakar Gupta & Lei Wang, 2009. "A Stochastic Inventory Model with Trade Credit," Manufacturing & Service Operations Management, INFORMS, vol. 11(1), pages 4-18, November.
    28. Charles W. Haley & Robert C. Higgins, 1973. "Inventory Policy and Trade Credit Financing," Management Science, INFORMS, vol. 20(4-Part-I), pages 464-471, December.
    29. Nirvikar Singh & Xavier Vives, 1984. "Price and Quantity Competition in a Differentiated Duopoly," RAND Journal of Economics, The RAND Corporation, vol. 15(4), pages 546-554, Winter.
    30. Volodymyr Babich & Christopher S. Tang, 2012. "Managing Opportunistic Supplier Product Adulteration: Deferred Payments, Inspection, and Combined Mechanisms," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 301-314, April.
    31. Wanzenried, Gabrielle, 2003. "Capital structure decisions and output market competition under demand uncertainty," International Journal of Industrial Organization, Elsevier, vol. 21(2), pages 171-200, February.
    32. Lan, Yanfei & Yan, Haikuan & Ren, Da & Guo, Rui, 2019. "Merger strategies in a supply chain with asymmetric capital-constrained retailers upon market power dependent trade credit," Omega, Elsevier, vol. 83(C), pages 299-318.
    33. Xiao, Yongbo & Zhang, Jihong, 2018. "Preselling to a retailer with cash flow shortage on the manufacturer," Omega, Elsevier, vol. 80(C), pages 43-57.
    34. Se-Jik Kim & Hyun Song Shin, 2012. "Sustaining Production Chains through Financial Linkages," American Economic Review, American Economic Association, vol. 102(3), pages 402-406, May.
    35. Charles A. Ingene & Mark E. Parry, 1995. "Channel Coordination When Retailers Compete," Marketing Science, INFORMS, vol. 14(4), pages 360-377.
    36. Vandenberg, Paul, 2003. "Adapting to the Financial Landscape: Evidence from Small Firms in Nairobi," World Development, Elsevier, vol. 31(11), pages 1829-1843, November.
    37. Lai, Guoming & Debo, Laurens G. & Sycara, Katia, 2009. "Sharing inventory risk in supply chain: The implication of financial constraint," Omega, Elsevier, vol. 37(4), pages 811-825, August.
    38. Chevalier, Judith A, 1995. "Do LBO Supermarkets Charge More? An Empirical Analysis of the Effects of LBOs on Supermarket Pricing," Journal of Finance, American Finance Association, vol. 50(4), pages 1095-1112, September.
    39. Xiao, Shuang & Sethi, Suresh P. & Liu, Mengqi & Ma, Shihua, 2017. "Coordinating contracts for a financially constrained supply chain," Omega, Elsevier, vol. 72(C), pages 71-86.
    40. Hyndman, Kyle & Serio, Giovanni, 2010. "Competition and inter-firm credit: Theory and evidence from firm-level data in Indonesia," Journal of Development Economics, Elsevier, vol. 93(1), pages 88-108, September.
    41. Wei Luo & Kevin Shang, 2015. "Joint Inventory and Cash Management for Multidivisional Supply Chains," Operations Research, INFORMS, vol. 63(5), pages 1098-1116, October.
    42. Gérard P. Cachon & Patrick T. Harker, 2002. "Competition and Outsourcing with Scale Economies," Management Science, INFORMS, vol. 48(10), pages 1314-1333, October.
    43. Qing Ding & Lingxiu Dong & Panos Kouvelis, 2007. "On the Integration of Production and Financial Hedging Decisions in Global Markets," Operations Research, INFORMS, vol. 55(3), pages 470-489, June.
    44. Xiangfeng Chen & Anyu Wang, 2012. "Trade credit contract with limited liability in the supply chain with budget constraints," Annals of Operations Research, Springer, vol. 196(1), pages 153-165, July.
    45. Michael S. Long & Ileen B. Malitz & S. Abraham Ravid, 1993. "Trade Credit, Quality Guarantees, and Product," Financial Management, Financial Management Association, vol. 22(4), Winter.
    46. Hangfei Guo & Mingming Leng & Yulan Wang, 2012. "Interchange fee rate, merchant discount rate, and retail price in a credit card network: A game‐theoretic analysis," Naval Research Logistics (NRL), John Wiley & Sons, vol. 59(7), pages 525-551, October.
    47. Fabbri, Daniela & Klapper, Leora F., 2016. "Bargaining power and trade credit," Journal of Corporate Finance, Elsevier, vol. 41(C), pages 66-80.
    48. Xiting Gong & Xiuli Chao & David Simchi‐Levi, 2014. "Dynamic inventory control with limited capital and short‐term financing," Naval Research Logistics (NRL), John Wiley & Sons, vol. 61(3), pages 184-201, April.
    49. Emery, Gary W., 1984. "A Pure Financial Explanation for Trade Credit," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 19(3), pages 271-285, September.
    50. Desheng Wu & Baofeng Zhang & Opher Baron, 2019. "A Trade Credit Model with Asymmetric Competing Retailers," Production and Operations Management, Production and Operations Management Society, vol. 28(1), pages 206-231, January.
    51. Wei Luo & Kevin H. Shang, 2019. "Technical Note—Managing Inventory for Firms with Trade Credit and Deficit Penalty," Operations Research, INFORMS, vol. 67(2), pages 468-478, March.
    52. Lee, Chang Hwan & Rhee, Byong-Duk, 2011. "Trade credit for supply chain coordination," European Journal of Operational Research, Elsevier, vol. 214(1), pages 136-146, October.
    53. Li Jiang & Ravi Anupindi, 2010. "Customer-Driven vs. Retailer-Driven Search: Channel Performance and Implications," Manufacturing & Service Operations Management, INFORMS, vol. 12(1), pages 102-119, January.
    54. Gaiyan Zhang, 2010. "Emerging from Chapter 11 Bankruptcy: Is It Good News or Bad News for Industry Competitors?," Financial Management, Financial Management Association International, vol. 39(4), pages 1719-1742, December.
    55. Panos Kouvelis & Wenhui Zhao, 2012. "Financing the Newsvendor: Supplier vs. Bank, and the Structure of Optimal Trade Credit Contracts," Operations Research, INFORMS, vol. 60(3), pages 566-580, June.
    56. Cook, Lisa D., 1999. "Trade credit and bank finance: Financing small firms in russia," Journal of Business Venturing, Elsevier, vol. 14(5-6), pages 493-518.
    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. John A. Buzacott & Rachel Q. Zhang, 2004. "Inventory Management with Asset-Based Financing," Management Science, INFORMS, vol. 50(9), pages 1274-1292, September.
    59. Lode Li & Martin Shubik & Matthew J. Sobel, 2013. "Control of Dividends, Capital Subscriptions, and Physical Inventories," Management Science, INFORMS, vol. 59(5), pages 1107-1124, May.
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