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(Loan) price and (loan officer) prejudice

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  • Bertrand, Jérémie
  • Burietz, Aurore

Abstract

Although the role of loan officers in the credit process has been extensively discussed in the literature, their individual prejudices have been neglected. The literature on decision making relies on the assumption that all loan officers perceive and use information similarly, regardless of their individual and psychological backgrounds. We challenge this assumption by investigating how loan officers’ prejudices toward the information used in the decision process affect loan spreads. Using data on corporate loans from a large French bank, we document the influence of discrepancies in loan officers’ prejudices according to the type of information they consider. Our results suggest that loan officers’ prejudices not only significantly affect loan outcomes but also play a moderating role in the use of information. We also show that loan officers’ and borrowers’ characteristics influence these effects.

Suggested Citation

  • Bertrand, Jérémie & Burietz, Aurore, 2023. "(Loan) price and (loan officer) prejudice," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 26-42.
  • Handle: RePEc:eee:jeborg:v:210:y:2023:i:c:p:26-42
    DOI: 10.1016/j.jebo.2023.04.008
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    1. Thorsten Beck & Patrick Behr & Andre Guettler, 2013. "Gender and Banking: Are Women Better Loan Officers?," Review of Finance, European Finance Association, vol. 17(4), pages 1279-1321.
    2. Sara Carter & Eleanor Shaw & Wing Lam & Fiona Wilson, 2007. "Gender, Entrepreneurship, and Bank Lending: The Criteria and Processes Used by Bank Loan Officers in Assessing Applications," Entrepreneurship Theory and Practice, , vol. 31(3), pages 427-444, May.
    3. Bertrand, Jérémie & Weill, Laurent, 2021. "Do algorithms discriminate against African Americans in lending?," Economic Modelling, Elsevier, vol. 104(C).
    4. Paola Morales‐Acevedo & Steven Ongena, 2020. "Fear, Anger, And Credit. On Bank Robberies And Loan Conditions," Economic Inquiry, Western Economic Association International, vol. 58(2), pages 921-952, April.
    5. Allen N. Berger & Marco A. Espinosa‐Vega & W. Scott Frame & Nathan H. Miller, 2005. "Debt Maturity, Risk, and Asymmetric Information," Journal of Finance, American Finance Association, vol. 60(6), pages 2895-2923, December.
    6. Brandts, Jordi & Rott, Christina, 2021. "Advice from women and men and selection into competition," Journal of Economic Psychology, Elsevier, vol. 82(C).
    7. Shawn Cole & Martin Kanz & Leora Klapper, 2015. "Incentivizing Calculated Risk-Taking: Evidence from an Experiment with Commercial Bank Loan Officers," Journal of Finance, American Finance Association, vol. 70(2), pages 537-575, April.
    8. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    9. Anastasiou, Dimitris & Kallandranis, Christos & Drakos, Konstantinos, 2022. "Borrower discouragement prevalence for Eurozone SMEs: Investigating the impact of economic sentiment," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 161-171.
    10. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    11. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    12. Campbell, Dennis & Loumioti, Maria & Wittenberg-Moerman, Regina, 2019. "Making sense of soft information: interpretation bias and loan quality," Journal of Accounting and Economics, Elsevier, vol. 68(2).
    13. Bellucci, Andrea & Borisov, Alexander & Zazzaro, Alberto, 2010. "Does gender matter in bank-firm relationships? Evidence from small business lending," Journal of Banking & Finance, Elsevier, vol. 34(12), pages 2968-2984, December.
    14. Marrit van den Berg & Robert Lensink & Roselia Servin, 2015. "Loan Officers' Gender and Microfinance Repayment Rates," Journal of Development Studies, Taylor & Francis Journals, vol. 51(9), pages 1241-1254, September.
    15. Bacha, Sami & Azouzi, Mohamed Ali, 2019. "How gender and emotions bias the credit decision-making in banking firms," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 183-191.
    16. Hirshleifer, David & Teoh, Siew Hong, 2003. "Limited attention, information disclosure, and financial reporting," Journal of Accounting and Economics, Elsevier, vol. 36(1-3), pages 337-386, December.
    17. Alejandro Drexler & Antoinette Schoar, 2014. "Do Relationships Matter? Evidence from Loan Officer Turnover," Management Science, INFORMS, vol. 60(11), pages 2722-2736, November.
    18. Bushman, Robert & Gao, Janet & Martin, Xiumin & Pacelli, Joseph, 2021. "The influence of loan officers on loan contract design and performance," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    19. Marianne Bertrand & Sendhil Mullainathan, 2004. "Are Emily and Greg More Employable Than Lakisha and Jamal? A Field Experiment on Labor Market Discrimination," American Economic Review, American Economic Association, vol. 94(4), pages 991-1013, September.
    20. Lohse, Tim & Qari, Salmai, 2021. "Gender differences in face-to-face deceptive behavior," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 1-15.
    21. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    22. Sumit Agarwal, 2010. "Distance and Private Information in Lending," The Review of Financial Studies, Society for Financial Studies, vol. 23(7), pages 2757-2788, July.
    23. Tobias Berg & Manju Puri & Jörg Rocholl, 2020. "Loan Officer Incentives, Internal Rating Models, and Default Rates," Review of Finance, European Finance Association, vol. 24(3), pages 529-578.
    24. Burietz, A. & Ureche-Rangau, L., 2020. "Better the devil you know: Home and sectoral biases in bank lending," International Economics, Elsevier, vol. 164(C), pages 69-85.
    25. Mathias Dewatripont & Jean Tirole, 2005. "Modes of Communication," Journal of Political Economy, University of Chicago Press, vol. 113(6), pages 1217-1238, December.
    26. Ogura, Yoshiaki, 2010. "Interbank competition and information production: Evidence from the interest rate difference," Journal of Financial Intermediation, Elsevier, vol. 19(2), pages 279-304, April.
    27. Behr, Patrick & Drexler, Alejandro & Gropp, Reint & Guettler, Andre, 2020. "Financial Incentives and Loan Officer Behavior: Multitasking and Allocation of Effort under an Incomplete Contract," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(4), pages 1243-1267, June.
    28. Waisman, Maya, 2013. "Product market competition and the cost of bank loans: Evidence from state antitakeover laws," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 4721-4737.
    29. Agarwal, Sumit & Ben-David, Itzhak, 2018. "Loan prospecting and the loss of soft information," Journal of Financial Economics, Elsevier, vol. 129(3), pages 608-628.
    30. Bartoli, Francesca & Ferri, Giovanni & Murro, Pierluigi & Rotondi, Zeno, 2013. "SME financing and the choice of lending technology in Italy: Complementarity or substitutability?," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5476-5485.
    31. Andersson, Patric, 2004. "Does experience matter in lending? A process-tracing study on experienced loan officers' and novices' decision behavior," Journal of Economic Psychology, Elsevier, vol. 25(4), pages 471-492, August.
    32. Trönnberg, Carl-Christian & Hemlin, Sven, 2014. "Lending decision making in banks: A critical incident study of loan officers," European Management Journal, Elsevier, vol. 32(2), pages 362-372.
    33. Marion Dupire & Frédéric Lobez & Jean-Christophe Statnik, 2021. "Credit spread determinants. How loan officer seniority matters," Finance, Presses universitaires de Grenoble, vol. 42(3), pages 139-179.
    34. Michael Minnis & Andrew Sutherland, 2017. "Financial Statements as Monitoring Mechanisms: Evidence from Small Commercial Loans," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 55(1), pages 197-233, March.
    35. Ferri, Giovanni & Murro, Pierluigi & Peruzzi, Valentina & Rotondi, Zeno, 2019. "Bank lending technologies and credit availability in Europe: What can we learn from the crisis?," Journal of International Money and Finance, Elsevier, vol. 95(C), pages 128-148.
    36. Agier, Isabelle & Szafarz, Ariane, 2013. "Microfinance and Gender: Is There a Glass Ceiling on Loan Size?," World Development, Elsevier, vol. 42(C), pages 165-181.
    37. Uchida, Hirofumi & Udell, Gregory F. & Yamori, Nobuyoshi, 2012. "Loan officers and relationship lending to SMEs," Journal of Financial Intermediation, Elsevier, vol. 21(1), pages 97-122.
    38. Ajay Palvia & Emilia Vähämaa & Sami Vähämaa, 2015. "Are Female CEOs and Chairwomen More Conservative and Risk Averse? Evidence from the Banking Industry During the Financial Crisis," Journal of Business Ethics, Springer, vol. 131(3), pages 577-594, October.
    39. Cem Demiroglu & Oguzhan Ozbas & Rui C. Silva & Mehmet Fati̇h Ulu, 2021. "Do Physiological and Spiritual Factors Affect Economic Decisions?," Journal of Finance, American Finance Association, vol. 76(5), pages 2481-2523, October.
    40. Huang, Henry He & Lobo, Gerald J. & Wang, Chong & Zhou, Jian, 2018. "Do Banks Price Independent Directors’ Attention?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(4), pages 1755-1780, August.
    41. Cassar, Gavin & Ittner, Christopher D. & Cavalluzzo, Ken S., 2015. "Alternative information sources and information asymmetry reduction: Evidence from small business debt," Journal of Accounting and Economics, Elsevier, vol. 59(2), pages 242-263.
    42. Michael Siegrist & Joseph Árvai, 2020. "Risk Perception: Reflections on 40 Years of Research," Risk Analysis, John Wiley & Sons, vol. 40(S1), pages 2191-2206, November.
    43. repec:plo:pone00:0148405 is not listed on IDEAS
    44. Robert Cressy & Otto Toivanen, 2001. "Is there adverse selection in the credit market?," Venture Capital, Taylor & Francis Journals, vol. 3(3), pages 215-238, July.
    45. Stefano Dellavigna & Joshua M. Pollet, 2009. "Investor Inattention and Friday Earnings Announcements," Journal of Finance, American Finance Association, vol. 64(2), pages 709-749, April.
    46. Fiona Wilson, 2016. "Making Loan Decisions in Banks: Straight from the Gut?," Journal of Business Ethics, Springer, vol. 137(1), pages 53-63, August.
    47. Marion Dupire & Frédéric Lobez & Jean-Christophe Statnik, 2021. "Credit spread determinants. How loan officer seniority matters," Post-Print hal-04410257, HAL.
    48. Rodgers, Waymond, 1999. "The influences of conflicting information on novices and loan officers' actions," Journal of Economic Psychology, Elsevier, vol. 20(2), pages 123-145, April.
    49. Carbonero, Francesco & Devicienti, Francesco & Manello, Alessandro & Vannoni, Davide, 2021. "Women on board and firm export attitudes: Evidence from Italy," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 159-175.
    50. Chen, Qi & Vashishtha, Rahul, 2017. "The effects of bank mergers on corporate information disclosure," Journal of Accounting and Economics, Elsevier, vol. 64(1), pages 56-77.
    51. David Hirshleifer & Sonya Seongyeon Lim & Siew Hong Teoh, 2009. "Driven to Distraction: Extraneous Events and Underreaction to Earnings News," Journal of Finance, American Finance Association, vol. 64(5), pages 2289-2325, October.
    52. Beck, Thorsten & Behr, Patrick & Madestam, Andreas, 2018. "Sex and credit: Do gender interactions matter for credit market outcomes?," Journal of Banking & Finance, Elsevier, vol. 87(C), pages 380-396.
    53. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    54. Herpfer, Christoph, 2021. "The role of bankers in the U.S. syndicated loan market," Journal of Accounting and Economics, Elsevier, vol. 71(2).
    55. Pantzalis, Christos & Ucar, Erdem, 2014. "Religious holidays, investor distraction, and earnings announcement effects," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 102-117.
    56. deHaan, Ed & Shevlin, Terry & Thornock, Jacob, 2015. "Market (in)attention and the strategic scheduling and timing of earnings announcements," Journal of Accounting and Economics, Elsevier, vol. 60(1), pages 36-55.
    57. José María Liberti & Mitchell A Petersen, 2019. "Information: Hard and Soft," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 8(1), pages 1-41.
    58. Jefferson Duarte & Stephan Siegel & Lance Young, 2012. "Trust and Credit: The Role of Appearance in Peer-to-peer Lending," The Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2455-2484.
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    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • J10 - Labor and Demographic Economics - - Demographic Economics - - - General

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