IDEAS home Printed from https://ideas.repec.org/a/inm/ormksc/v42y2023i5p958-983.html
   My bibliography  Save this article

Designing Dealer Compensation in the Auto-Loan Market: Implications from a Policy Change

Author

Listed:
  • Zhenling Jiang

    (Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104)

  • Yanhao “Max” Wei

    (Marshall School of Business, University of Southern California, Los Angeles, California 90089)

  • Tat Chan

    (Olin Business School, Washington University in St. Louis, St. Louis, Missouri 63130)

  • Naser Hamdi

    (Equifax, Inc., St. Louis, Missouri 63146)

Abstract

We study dealer compensation in the indirect auto lending market, where most lenders give dealers the discretion to mark up interest rates and the markup constitutes a dealer’s compensation. To protect consumers from potential discrimination by this dealer discretion, several banks adopted a policy that removes dealer discretion and compensates dealers by a fixed percentage of the loan amount. We document that this policy decreased (increased) the interest rates for low-credit (high-credit) consumers; however, the market share of these banks also decreased (increased) in low-credit (high-credit) segments—a reversal of the usual demand curve. This reversal highlights a significant influence of auto dealers on consumer choices. Accordingly, we develop an empirical model that features dealer-consumer bargaining. Our estimation results show systematically different levels of bargaining power across consumer groups. We use the model to explore alternative compensation schemes that remove dealer discretion. We find that a lump-sum compensation scheme obtains the most market share. In addition, the optimized lump-sum scheme improves consumer welfare compared with the adopted policy. Our study highlights the importance of accounting for the incentives and bargaining power of middlepersons.

Suggested Citation

  • Zhenling Jiang & Yanhao “Max” Wei & Tat Chan & Naser Hamdi, 2023. "Designing Dealer Compensation in the Auto-Loan Market: Implications from a Policy Change," Marketing Science, INFORMS, vol. 42(5), pages 958-983, September.
  • Handle: RePEc:inm:ormksc:v:42:y:2023:i:5:p:958-983
    DOI: 10.1287/mksc.2022.1418
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mksc.2022.1418
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mksc.2022.1418?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
    ---><---

    References listed on IDEAS

    as
    1. Celine Bonnet & Pierre Dubois & Sofia B. Villas Boas & Daniel Klapper, 2013. "Empirical Evidence on the Role of Nonlinear Wholesale Pricing and Vertical Restraints on Cost Pass-Through," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 500-515, May.
    2. Babur De los Santos & Matthijs R. Wildenbeest, 2017. "E-book pricing and vertical restraints," Quantitative Marketing and Economics (QME), Springer, vol. 15(2), pages 85-122, June.
    3. Michaela Draganska & Daniel Klapper & Sofia B. Villas-Boas, 2010. "A Larger Slice or a Larger Pie? An Empirical Investigation of Bargaining Power in the Distribution Channel," Marketing Science, INFORMS, vol. 29(1), pages 57-74, 01-02.
    4. Bicheng Yang & Tat Chan & Raphael Thomadsen, 2019. "A Salesforce-Driven Model of Consumer Choice," Marketing Science, INFORMS, vol. 38(5), pages 871-887, September.
    5. Julie H. Mortimer, 2008. "Vertical Contracts in the Video Rental Industry -super-1," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(1), pages 165-199.
    6. Ayres, Ian & Siegelman, Peter, 1995. "Race and Gender Discrimination in Bargaining for a New Car," American Economic Review, American Economic Association, vol. 85(3), pages 304-321, June.
    7. Goldberg, Pinelopi Koujianou, 1996. "Dealer Price Discrimination in New Car Purchases: Evidence from the Consumer Expenditure Survey," Journal of Political Economy, University of Chicago Press, vol. 104(3), pages 622-654, June.
    8. Gautam Gowrisankaran & Aviv Nevo & Robert Town, 2015. "Mergers When Prices Are Negotiated: Evidence from the Hospital Industry," American Economic Review, American Economic Association, vol. 105(1), pages 172-203, January.
    9. Céline Bonnet & Pierre Dubois & Sofia B. Villas Boas & Daniel Klapper, 2013. "Empirical evidence on the role nonlinear wholesale pricing and vertical restraints on cost pass-trough," Post-Print hal-02643672, HAL.
    10. Myerson, Roger B, 1984. "Two-Person Bargaining Problems with Incomplete Information," Econometrica, Econometric Society, vol. 52(2), pages 461-487, March.
    11. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
    12. Elisabeth Honka, 2014. "Quantifying search and switching costs in the US auto insurance industry," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 847-884, December.
    13. Lin Zhou, 1997. "The Nash Bargaining Theory with Non-Convex Problems," Econometrica, Econometric Society, vol. 65(3), pages 681-686, May.
    14. Fiona Scott Morton & Jorge Silva-Risso & Florian Zettelmeyer, 2011. "What matters in a price negotiation: Evidence from the U.S. auto retailing industry," Quantitative Marketing and Economics (QME), Springer, vol. 9(4), pages 365-402, December.
    15. Céline Bonnet & Pierre Dubois, 2010. "Inference on vertical contracts between manufacturers and retailers allowing for nonlinear pricing and resale price maintenance," RAND Journal of Economics, RAND Corporation, vol. 41(1), pages 139-164, March.
    16. Nikolai Roussanov & Hongxun Ruan & Yanhao Wei & Stijn Van Nieuwerburgh, 2021. "Marketing Mutual Funds," Review of Financial Studies, Society for Financial Studies, vol. 34(6), pages 3045-3094.
    17. Yuxin Chen & Sha Yang & Ying Zhao, 2008. "A Simultaneous Model of Consumer Brand Choice and Negotiated Price," Management Science, INFORMS, vol. 54(3), pages 538-549, March.
    18. Zhenling Jiang, 2022. "An Empirical Bargaining Model with Left-Digit Bias: A Study on Auto Loan Monthly Payments," Management Science, INFORMS, vol. 68(1), pages 442-465, January.
    19. Terry A. Taylor, 2002. "Supply Chain Coordination Under Channel Rebates with Sales Effort Effects," Management Science, INFORMS, vol. 48(8), pages 992-1007, August.
    20. Andreas Grunewald & Jonathan A. Lanning & David C. Low & Tobias Salz, 2020. "Auto Dealer Loan Intermediation: Consumer Behavior and Competitive Effects," NBER Working Papers 28136, National Bureau of Economic Research, Inc.
    21. Matthew Grennan, 2014. "Bargaining Ability and Competitive Advantage: Empirical Evidence from Medical Devices," Management Science, INFORMS, vol. 60(12), pages 3011-3025, December.
    22. Gérard P. Cachon & Martin A. Lariviere, 2005. "Supply Chain Coordination with Revenue-Sharing Contracts: Strengths and Limitations," Management Science, INFORMS, vol. 51(1), pages 30-44, January.
    23. Eunkyu Lee & Richard Staelin, 1997. "Vertical Strategic Interaction: Implications for Channel Pricing Strategy," Marketing Science, INFORMS, vol. 16(3), pages 185-207.
    24. Kerwin Kofi Charles & Erik Hurst & Melvin Stephens, 2008. "Rates for Vehicle Loans: Race and Loan Source," American Economic Review, American Economic Association, vol. 98(2), pages 315-320, May.
    25. Cohen Mark A., 2012. "Imperfect Competition in Auto Lending: Subjective Markup, Racial Disparity, and Class Action Litigation," Review of Law & Economics, De Gruyter, vol. 8(1), pages 21-58, March.
    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. Pranav Jindal & Peter Newberry, 2022. "The Profitability of Revenue-Based Quotas Under Price Negotiation," Management Science, INFORMS, vol. 68(2), pages 917-940, February.
    2. Zhenling Jiang, 2022. "An Empirical Bargaining Model with Left-Digit Bias: A Study on Auto Loan Monthly Payments," Management Science, INFORMS, vol. 68(1), pages 442-465, January.
    3. Javier Donna & Andre Trindade & Pedro Pereira & Tiago Pires, 2018. "Measuring the Welfare of Intermediation in Vertical Markets," 2018 Meeting Papers 984, Society for Economic Dynamics.
    4. Xu Zhang & Puneet Manchanda & Junhong Chu, 2021. "“Meet Me Halfway”: The Costs and Benefits of Bargaining," Marketing Science, INFORMS, vol. 40(6), pages 1081-1105, November.
    5. Donna, Javier D. & Pereira, Pedro & Pires, Tiago & Trindade, Andre, 2018. "Measuring the Welfare of Intermediaries in Vertical Markets," MPRA Paper 90465, University Library of Munich, Germany.
    6. Donna, Javier D. & Pereira, Pedro & Trindade, Andre & Yoshida, Renan C., 2020. "Direct-to-Consumer Sales by Manufacturers and Bargaining," MPRA Paper 105773, University Library of Munich, Germany.
    7. Gaudin, Germain, 2016. "Pass-through, vertical contracts, and bargains," Economics Letters, Elsevier, vol. 139(C), pages 1-4.
    8. Kunter, Marcus, 2012. "Coordination via cost and revenue sharing in manufacturer–retailer channels," European Journal of Operational Research, Elsevier, vol. 216(2), pages 477-486.
    9. Xavier D’Haultfœuille & Isis Durrmeyer & Philippe Février, 2019. "Automobile Prices in Market Equilibrium with Unobserved Price Discrimination," Review of Economic Studies, Oxford University Press, vol. 86(5), pages 1973-1998.
    10. Guofang Huang, 2020. "When to haggle, when to hold firm? Lessons from the used‐car retail market," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(3), pages 579-604, July.
    11. Ambarish Chandra & Sumeet Gulati & James M. Sallee, 2017. "Who Loses when Prices are Negotiated? An Analysis of the New Car Market," Journal of Industrial Economics, Wiley Blackwell, vol. 65(2), pages 235-274, June.
    12. Dertwinkel-Kalt, Markus & Wey, Christian, 2021. "Multi-Product Pricing and Minimum Resale Price Maintenance," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242338, Verein für Socialpolitik / German Economic Association.
    13. Liang Guo, 2023. "Gathering Information Before Negotiation," Management Science, INFORMS, vol. 69(1), pages 200-219, January.
    14. Javier D. Donna & Pedro Pereira & Tiago Pires & André Trindade, 2022. "Measuring the Welfare of Intermediaries," Management Science, INFORMS, vol. 68(11), pages 8083-8115, November.
    15. Irz, Xavier & Mazzocchi, Mario & Réquillart, Vincent & Soler, Louis-Georges, 2015. "Research in Food Economics: past trends and new challenges," Revue d'Etudes en Agriculture et Environnement, Editions NecPlus, vol. 96(01), pages 187-237, March.
    16. Bonnet, Céline & Corre, Tifenn & Réquillart, Vincent, 2015. "Price Transmission in Food Chains: The Case of the Dairy Industry," TSE Working Papers 15-563, Toulouse School of Economics (TSE).
    17. Sreya Kolay & Greg Shaffer, 2022. "Slotting Fees and Price Discrimination in Retail Channels," Marketing Science, INFORMS, vol. 41(6), pages 1145-1162, November.
    18. Matthew Grennan & Ashley Swanson, 2020. "Transparency and Negotiated Prices: The Value of Information in Hospital-Supplier Bargaining," Journal of Political Economy, University of Chicago Press, vol. 128(4), pages 1234-1268.
    19. Haucap, Justus & Heimeshoff, Ulrich & Klein, Gordon J. & Rickert, Dennis & Wey, Christian, 2021. "Vertical relations, pass-through, and market definition: Evidence from grocery retailing," International Journal of Industrial Organization, Elsevier, vol. 74(C).
    20. Sandro Shelegia & Joshua Sherman, 2018. "Bargaining at Retail Stores: Evidence from Vienna," Economics Working Papers 1606, Department of Economics and Business, Universitat Pompeu Fabra.

    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:inm:ormksc:v:42:y:2023:i:5:p:958-983. 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: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.