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Dynamic Pricing Under Debt: Spiraling Distortions and Efficiency Losses

Author

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  • Omar Besbes

    (Graduate School of Business, Columbia University, New York, New York 10027)

  • Dan A. Iancu

    (Graduate School of Business, Stanford University, Stanford, California 94305)

  • Nikolaos Trichakis

    (MIT Sloan School of Management, Massachusetts Institute of Technology, Cambridge, Massachusetts 02142)

Abstract

Firms often finance their inventory through debt and subsequently sell it to generate profits and service the debt. Pricing of products is consequently driven by inventory and debt servicing considerations. We show that limited liability under debt induces sellers to charge higher prices and to discount products at a slower pace. We find that these distortions result in revenue losses that compound over time, leading to some form of performance spiral down. We quantify the extent to which these inefficiencies can be mitigated by practical debt contract terms that emerge as natural remedies from our analysis, and find debt amortization or financial covenants to be the most effective, followed by debt relief and early repayment options.

Suggested Citation

  • Omar Besbes & Dan A. Iancu & Nikolaos Trichakis, 2018. "Dynamic Pricing Under Debt: Spiraling Distortions and Efficiency Losses," Management Science, INFORMS, vol. 64(10), pages 4572-4589, October.
  • Handle: RePEc:inm:ormnsc:v:64:y:2018:i:10:p:4572-4589
    DOI: 10.287/mnsc.2017.2862
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    as
    1. 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.
    2. Paul Oyer, 1998. "Fiscal Year Ends and Nonlinear Incentive Contracts: The Effect on Business Seasonality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 149-185.
    3. Gustavo Manso, 2008. "Investment Reversibility and Agency Cost of Debt," Econometrica, Econometric Society, vol. 76(2), pages 437-442, March.
    4. Genesove, David & Mayer, Christopher J, 1997. "Equity and Time to Sale in the Real Estate Market," American Economic Review, American Economic Association, vol. 87(3), pages 255-269, June.
    5. Guillermo Gallego & Garrett van Ryzin, 1994. "Optimal Dynamic Pricing of Inventories with Stochastic Demand over Finite Horizons," Management Science, INFORMS, vol. 40(8), pages 999-1020, August.
    6. Fangruo Chen, 2000. "Sales-Force Incentives and Inventory Management," Manufacturing & Service Operations Management, INFORMS, vol. 2(2), pages 186-202, February.
    7. Leland, Hayne E & Toft, Klaus Bjerre, 1996. "Optimal Capital Structure, Endogenous Bankruptcy, and the Term Structure of Credit Spreads," Journal of Finance, American Finance Association, vol. 51(3), pages 987-1019, July.
    8. repec:dau:papers:123456789/6473 is not listed on IDEAS
    9. Robert Swinney & Gérard P. Cachon & Serguei Netessine, 2011. "Capacity Investment Timing by Start-ups and Established Firms in New Markets," Management Science, INFORMS, vol. 57(4), pages 763-777, April.
    10. Chemla, G. & Faure-Grimaud, A., 1996. "Dynamic Adverse Selection and Debt," Papers 96.443, Toulouse - GREMAQ.
    11. Faure-Grimaud, Antoine, 2000. "Product market competition and optimal debt contracts: The limited liability effect revisited," European Economic Review, Elsevier, vol. 44(10), pages 1823-1840, December.
    12. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 379-406.
    13. Jiri Chod, 2017. "Inventory, Risk Shifting, and Trade Credit," Management Science, INFORMS, vol. 63(10), pages 3207-3225, October.
    14. Bengt Holmstrom, 1979. "Moral Hazard and Observability," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 74-91, Spring.
    15. John A. Buzacott & Rachel Q. Zhang, 2004. "Inventory Management with Asset-Based Financing," Management Science, INFORMS, vol. 50(9), pages 1274-1292, September.
    16. 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.
    17. Volodymyr Babich & Matthew J. Sobel, 2004. "Pre-IPO Operational and Financial Decisions," Management Science, INFORMS, vol. 50(7), pages 935-948, July.
    18. Nathan C. Craig & Ananth Raman, 2016. "Improving Store Liquidation," Manufacturing & Service Operations Management, INFORMS, vol. 18(1), pages 89-103, February.
    19. Brander, James A. & Lewis, Tracy R., 1986. "Oligopoly and Financial Structure: The Limited Liability Effect," American Economic Review, American Economic Association, vol. 76(5), pages 956-970, December.
    20. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    21. Amiya K. Basu & Rajiv Lal & V. Srinivasan & Richard Staelin, 1985. "Salesforce Compensation Plans: An Agency Theoretic Perspective," Marketing Science, INFORMS, vol. 4(4), pages 267-291.
    22. Yuri Levin & Jeff McGill & Mikhail Nediak, 2008. "Risk in Revenue Management and Dynamic Pricing," Operations Research, INFORMS, vol. 56(2), pages 326-343, April.
    23. Dan A. Iancu & Nikolaos Trichakis & Gerry Tsoukalas, 2017. "Is Operating Flexibility Harmful Under Debt?," Management Science, INFORMS, vol. 63(6), pages 1730-1761, June.
    24. Evan L. Porteus, 1972. "Equivalent Formulations of the Stochastic Cash Balance Problem," Management Science, INFORMS, vol. 19(3), pages 250-253, November.
    25. Jean Tirole, 2006. "The Theory of Corporate Finance," Post-Print hal-00173191, HAL.
    26. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    27. Gorton, Gary & Kahn, James, 2000. "The Design of Bank Loan Contracts," The Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 331-364.
    28. Georgia Perakis & Guillaume Roels, 2007. "The Price of Anarchy in Supply Chains: Quantifying the Efficiency of Price-Only Contracts," Management Science, INFORMS, vol. 53(8), pages 1249-1268, August.
    29. Childs, Paul D. & Mauer, David C. & Ott, Steven H., 2005. "Interactions of corporate financing and investment decisions: The effects of agency conflicts," Journal of Financial Economics, Elsevier, vol. 76(3), pages 667-690, June.
    30. Hayne E. Leland., 1998. "Agency Costs, Risk Management, and Capital Structure," Research Program in Finance Working Papers RPF-278, University of California at Berkeley.
    31. Omar Besbes & Costis Maglaras, 2012. "Dynamic Pricing with Financial Milestones: Feedback-Form Policies," Management Science, INFORMS, vol. 58(9), pages 1715-1731, September.
    32. Milind G. Sohoni & Achal Bassamboo & Sunil Chopra & Usha Mohan & Nuri Sendil, 2010. "Threshold incentives over multiple periods and the sales hockey stick phenomenon," Naval Research Logistics (NRL), John Wiley & Sons, vol. 57(6), pages 503-518, September.
    33. T. W. Archibald & L. C. Thomas & J. M. Betts & R. B. Johnston, 2002. "Should Start-up Companies Be Cautious? Inventory Policies Which Maximise Survival Probabilities," Management Science, INFORMS, vol. 48(9), pages 1161-1174, September.
    34. Chemla, Gilles & Faure-Grimaud, Antoine, 2001. "Dynamic adverse selection and debt," European Economic Review, Elsevier, vol. 45(9), pages 1773-1792, October.
    35. William L. Cooper & Tito Homem-de-Mello & Anton J. Kleywegt, 2006. "Models of the Spiral-Down Effect in Revenue Management," Operations Research, INFORMS, vol. 54(5), pages 968-987, October.
    36. Zhan Pang & Oded Berman & Ming Hu, 2015. "Up Then Down: Bid-Price Trends in Revenue Management," Production and Operations Management, Production and Operations Management Society, vol. 24(7), pages 1135-1147, July.
    37. E Possani & L C Thomas & T W Archibald, 2003. "Loans, ordering and shortage costs in start-ups: a dynamic stochastic decision approach," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 54(5), pages 539-548, May.
    38. Christian Riis Flor, 2011. "Asset Substitution and Debt Renegotiation," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 38(7-8), pages 915-944, September.
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