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Trade Credit with Costly Sales Revenue Verification

Author

Listed:
  • Paola Martin

    (Kelley School of Business, Indiana University, Bloomington, Indiana 47405)

  • Diwakar Gupta

    (McCombs School of Business, University of Texas at Austin, Austin, Texas 78712)

Abstract

Problem definition : Trade credit is a common mechanism for financing retail inventories. A supplier who offers trade credit may not observe sales revenue and verification is costly. When a retailer offers to pay less than the full loan amount, the supplier may either accept the offered amount or initiate verification. We investigate the impact of costly sales revenue verification on the equilibrium wholesale price and loan limit, with the goal of determining whether the supplier’s profit is greater when verification is cost-free as opposed to when it is costly. Methodology/results : We formulate and analyze the interaction between a supplier, who is the shot caller, and a retailer within the confines of a wholesale-price net-terms contract via a game theoretic model and derive their in-equilibrium actions. Our key finding is that the presence of positive verification costs can increase the supplier’s expected profit compared with the setting where verification costs are zero. We show that this happens when the retailer’s assets and the verification costs are sufficiently high, but not too high. There exist parameters for which the retailer’s terminal wealth and the supply chain profit are also higher under positive verification costs. Managerial implications : Our paper provides assurance to suppliers that they need not be concerned about sales transparency when the retailer’s assets and the verification costs are in the midrange. Moreover, it shows how suppliers can utilize the levers of loan limit and wholesale price to extract most of the supply chain profit gains from positive verification costs. Our results are relevant in settings where suppliers have pricing power and dictate the contract terms.

Suggested Citation

  • Paola Martin & Diwakar Gupta, 2026. "Trade Credit with Costly Sales Revenue Verification," Manufacturing & Service Operations Management, INFORMS, vol. 28(3), pages 860-876, May.
  • Handle: RePEc:inm:ormsom:v:28:y:2026:i:3:p:860-876
    DOI: 10.1287/msom.2023.0443
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    References listed on IDEAS

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    1. 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.
    2. Hans Hvide & Tore Leite, 2010. "Optimal debt contracts under costly enforcement," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 44(1), pages 149-165, July.
    3. Owen Q. Wu & Volodymyr Babich, 2012. "Unit-Contingent Power Purchase Agreement and Asymmetric Information About Plant Outage," Manufacturing & Service Operations Management, INFORMS, vol. 14(2), pages 245-261, April.
    4. 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.
    5. Diwakar Gupta & Yibin Chen, 2020. "Retailer-Direct Financing Contracts Under Consignment," Manufacturing & Service Operations Management, INFORMS, vol. 22(3), pages 528-544, May.
    6. Babich, Volodymyr & Birge, John, 2021. "The Interface of Finance, Operations, and Risk Management," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 15(1-2), pages 1-203, June.
    7. Branch, Ben, 2002. "The costs of bankruptcy: A review," International Review of Financial Analysis, Elsevier, vol. 11(1), pages 39-57.
    8. Bolton, Patrick & Scharfstein, David S, 1996. "Optimal Debt Structure and the Number of Creditors," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 1-25, February.
    9. Jie Ning, 2022. "Strategic Trade Credit in a Supply Chain with Buyer Competition," Manufacturing & Service Operations Management, INFORMS, vol. 24(4), pages 2183-2201, July.
    10. Marta Troya-Martinez, 2017. "Self-Enforcing Trade Credit," Working Papers w0240, Center for Economic and Financial Research (CEFIR).
    11. Reinganum, Jennifer F. & Wilde, Louis L., 1985. "Income tax compliance in a principal-agent framework," Journal of Public Economics, Elsevier, vol. 26(1), pages 1-18, February.
    12. M. Martin Boyer, 2004. "Overcompensation as a Partial Solution to Commitment and Renegotiation Problems: The Case of Ex Post Moral Hazard," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 71(4), pages 559-582, December.
    13. Chod, Jiri & Lyandres, Evgeny & Yang, S. Alex, 2019. "Trade credit and supplier competition," Journal of Financial Economics, Elsevier, vol. 131(2), pages 484-505.
    14. Troya-Martinez, Marta, 2017. "Self-enforcing trade credit," International Journal of Industrial Organization, Elsevier, vol. 52(C), pages 333-357.
    15. 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.
    16. Townsend, Robert M., 1979. "Optimal contracts and competitive markets with costly state verification," Journal of Economic Theory, Elsevier, vol. 21(2), pages 265-293, October.
    17. 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.
    18. James A. Brander & Tracy R. Lewis, 1988. "Bankruptcy Costs and the Theory of Oligopoly," Canadian Journal of Economics, Canadian Economics Association, vol. 21(2), pages 221-243, May.
    19. Khalil, Fahad & Parigi, Bruno M, 1998. "Loan Size as a Commitment Device," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(1), pages 135-150, February.
    20. H. Sebastian Heese & Eda Kemahlioglu-Ziya, 2014. "Enabling Opportunism: Revenue Sharing when Sales Revenues are Unobservable," Production and Operations Management, Production and Operations Management Society, vol. 23(9), pages 1634-1645, September.
    21. 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.
    22. Jiri Chod & Jianer Zhou, 2014. "Resource Flexibility and Capital Structure," Management Science, INFORMS, vol. 60(3), pages 708-729, March.
    23. Justin Murfin & Ken Njoroge, 2015. "The Implicit Costs of Trade Credit Borrowing by Large Firms," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 112-145.
    24. Douglas Gale & Martin Hellwig, 1985. "Incentive-Compatible Debt Contracts: The One-Period Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(4), pages 647-663.
    25. 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.
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