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Incentivizing Calculated Risk-Taking: Evidence from an Experiment with Commercial Bank Loan Officers

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Listed:
  • Shawn Cole

    () (Harvard Business School, Finance Unit)

  • Martin Kanz

    () (World Bank)

  • Leora Klapper

    () (World Bank)

Abstract

This paper uses a series of experiments with commercial bank loan officers to test the effect of performance incentives on risk-assessment and lending decisions. We first show that, while high-powered incentives lead to greater screening effort and more profitable lending, their power is muted by both deferred compensation and the limited liability typically enjoyed by credit officers. Second, we present direct evidence that incentive contracts distort judgment and beliefs, even among trained professionals with many years of experience. Loans evaluated under more permissive incentive schemes are rated significantly less risky than the same loans evaluated under pay-for-performance.

Suggested Citation

  • Shawn Cole & Martin Kanz & Leora Klapper, 2012. "Incentivizing Calculated Risk-Taking: Evidence from an Experiment with Commercial Bank Loan Officers," Harvard Business School Working Papers 13-002, Harvard Business School.
    • Handle: RePEc:hbs:wpaper:13-002
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    References listed on IDEAS

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    1. Berger, Allen N. & Klapper, Leora F. & Udell, Gregory F., 2001. "The ability of banks to lend to informationally opaque small businesses," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2127-2167, December.
    2. Patrick Bolton & Hamid Mehran & Joel Shapiro, 2015. "Executive Compensation and Risk Taking," Review of Finance, European Finance Association, vol. 19(6), pages 2139-2181.
    3. Stephan Meier & Charles Sprenger, 2010. "Present-Biased Preferences and Credit Card Borrowing," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 193-210, January.
    4. Baker, George P & Jensen, Michael C & Murphy, Kevin J, 1988. " Compensation and Incentives: Practice vs. Theory," Journal of Finance, American Finance Association, vol. 43(3), pages 593-616, July.
    5. Jensen, Michael C & Murphy, Kevin J, 1990. "Performance Pay and Top-Management Incentives," Journal of Political Economy, University of Chicago Press, vol. 98(2), pages 225-264, April.
    6. Giovanni Dell'Ariccia & Robert Marquez, 2006. "Lending Booms and Lending Standards," Journal of Finance, American Finance Association, vol. 61(5), pages 2511-2546, October.
    7. Glenn W Harrison & John A List & Charles Towe, 2007. "Naturally Occurring Preferences and Exogenous Laboratory Experiments: A Case Study of Risk Aversion," Econometrica, Econometric Society, vol. 75(2), pages 433-458, March.
    8. Benjamin J. Keys & Tanmoy Mukherjee & Amit Seru & Vikrant Vig, 2010. "Did Securitization Lead to Lax Screening? Evidence from Subprime Loans," The Quarterly Journal of Economics, Oxford University Press, vol. 125(1), pages 307-362.
    9. Pierre-Olivier Gourinchas & Rodrigo Valdes & Oscar Landerretche, 2001. "Lending Booms: Latin America and the World," ECONOMIA JOURNAL, THE LATIN AMERICAN AND CARIBBEAN ECONOMIC ASSOCIATION - LACEA, vol. 0(Spring 20), pages 47-100, January.
    10. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2007. "Incentives for Managers and Inequality among Workers: Evidence from a Firm-Level Experiment," The Quarterly Journal of Economics, Oxford University Press, vol. 122(2), pages 729-773.
    11. Nava Ashraf & Dean Karlan & Wesley Yin, 2006. "Tying Odysseus to the Mast: Evidence From a Commitment Savings Product in the Philippines," The Quarterly Journal of Economics, Oxford University Press, vol. 121(2), pages 635-672.
    12. Berger, Allen N. & Udell, Gregory F., 2004. "The institutional memory hypothesis and the procyclicality of bank lending behavior," Journal of Financial Intermediation, Elsevier, vol. 13(4), pages 458-495, October.
    13. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    14. Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-877, October.
    15. Guy Mayraz, 2011. "Wishful Thinking," CEP Discussion Papers dp1092, Centre for Economic Performance, LSE.
    16. Florian Heider & Roman Inderst, 2012. "Loan Prospecting," Review of Financial Studies, Society for Financial Studies, vol. 25(8), pages 2381-2415.
    17. Andrew Hertzberg & Jose Maria Liberti & Daniel Paravisini, 2010. "Information and Incentives Inside the Firm: Evidence from Loan Officer Rotation," Journal of Finance, American Finance Association, vol. 65(3), pages 795-828, June.
    18. de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2009. "Innovative Firms or Innovative Owners? Determinants of Innovation in Micro, Small, and Medium Enterprises," IZA Discussion Papers 3962, Institute for the Study of Labor (IZA).
    19. Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2012. "Credit Booms and Lending Standards: Evidence from the Subprime Mortgage Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44, pages 367-384, March.
    20. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    21. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2011. "Field Experiments with Firms," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 63-82, Summer.
    22. Shawn Cole, 2009. "Financial Development, Bank Ownership, and Growth: Or, Does Quantity Imply Quality?," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 33-51, February.
    23. Alex Edmans & Qi Liu, 2011. "Inside Debt," Review of Finance, European Finance Association, vol. 15(1), pages 75-102.
    24. Shapiro, Jesse M., 2005. "Is there a daily discount rate? Evidence from the food stamp nutrition cycle," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 303-325, February.
    25. Jose Maria Liberti, 2004. "Initiative, Incentives and Soft Information. How Does Delegation Impact The Role of Bank Relationship Managers?," Finance 0404023, EconWPA.
    26. Ben-David, Itzhak & Agarwal, Sumit, 2012. "Do Loan Officers' Incentives Lead to Lax Lending Standards?," Working Paper Series 2012-07, Ohio State University, Charles A. Dice Center for Research in Financial Economics.
    27. Murphy, Kevin J., 1999. "Executive compensation," Handbook of Labor Economics,in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 38, pages 2485-2563 Elsevier.
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    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Bonuses and risk taking: Some experimental evidence to bolster commonsense
      by Nicholas Gruen in Club Troppo on 2012-07-15 09:36:00

    Citations

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    Cited by:

    1. Jia, Xiangping & Cull, Robert & Guo, Pei & Ma, Tao, 2016. "Commercialization and mission drift: Evidence from a large Chinese microfinance institution," China Economic Review, Elsevier, vol. 40(C), pages 17-32.
    2. Bertay, Ata & Uras, Burak, 2016. "Leverage, Bank Employee Compensation and Institutions," Discussion Paper 2016-004, Tilburg University, Center for Economic Research.
    3. Thorsten Beck & Patrick Behr & Andreas Madestam, 2011. "Sex and Credit: Is There a Gender Bias in Lending?," Working Papers 411, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    4. Efing, Matthias & Hau, Harald & Kampkötter, Patrick & Steinbrecher, Johannes, 2015. "Incentive pay and bank risk-taking: Evidence from Austrian, German, and Swiss banks," Journal of International Economics, Elsevier, vol. 96(S1), pages 123-140.
    5. Shu Hui Lan & Jia Yi Cheng & Sheng Guo, 2016. "How to Build up the Loan - Evaluation System toward Small and Medium Enterprises between Taiwan and China’s Commercial Banks？ The Application for Multi Criteria Decision Making," International Business Research, Canadian Center of Science and Education, vol. 9(3), pages 121-142, March.
    6. Brown, Martin & Schaller, Matthias & Westerfeld, Simone & Heusler, Markus, 2015. "Internal Control and Strategic Communication within Firms – Evidence from Bank Lending," Working Papers on Finance 1504, University of St. Gallen, School of Finance, revised Jul 2015.
    7. Choudhary, M. Ali & jain, Anil K., 2014. "How Public Information Affects Asymmetrically Informed Lenders: Evidence from a Credit Registry Reform," International Finance Discussion Papers 1125, Board of Governors of the Federal Reserve System (U.S.).
    8. Tobias Berg & Manju Puri & Jorg Rocholl, 2013. "Loan officer Incentives and the Limits of Hard Information," NBER Working Papers 19051, National Bureau of Economic Research, Inc.
    9. repec:bla:etrans:v:25:y:2017:i:3:p:377-437 is not listed on IDEAS
    10. Choudhary, M. Ali & Jain, Anil, 2014. "How public information affects asymmetrically informed lenders: evidence from credit registry reform," MPRA Paper 58917, University Library of Munich, Germany.
    11. Ing-Haw Cheng & Sahil Raina & Wei Xiong, 2014. "Wall Street and the Housing Bubble," American Economic Review, American Economic Association, vol. 104(9), pages 2797-2829, September.
    12. Chen, Daniel L. & Moskowitz, Tobias J. & Shue, Kelly, 2016. "Decision-Making Under the Gambler’s Fallacy: Evidence From Asylum Courts, Loan Officers, and Baseball Umpires," IAST Working Papers 16-43, Institute for Advanced Study in Toulouse (IAST).
    13. Sumit Agarwal & Itzhak Ben-David, 2014. "Loan Prospecting and the Loss of Soft Information," NBER Working Papers 19945, National Bureau of Economic Research, Inc.
    14. Brown, Martin & Kirschenmann, Karolin & Spycher, Thomas, 2017. "Numeracy and the quality of on-the-job decisions: Evidence from loan officers," ZEW Discussion Papers 17-026, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
    15. Römer, Ulf & Weber, Ron & Mußhoff, Oliver & Turvey, Calcum G., 2017. "Truth and consequences: Bogus pipeline experiment in informal small business lending," DARE Discussion Papers 1702, Georg-August University of Göttingen, Department of Agricultural Economics and Rural Development (DARE).
    16. Chaiporn Vithessonthi, 2016. "The Consequences of Bank Loan Growth: Evidence from Asia," PIER Discussion Papers 19., Puey Ungphakorn Institute for Economic Research, revised Feb 2016.
    17. Gropp, Reint E. & Park, Kyounghoon, 2016. "To Separate or not to Separate Investment from Commercial Banking? An Empirical Analysis of Attention Distortion under Multiple Tasks," IWH Discussion Papers 2/2016, Halle Institute for Economic Research (IWH).
    18. Alain Cohn & Ernst Fehr & Michel André Maréchal, 2017. "Do Professional Norms in the Banking Industry Favor Risk-taking?," CESifo Working Paper Series 6398, CESifo Group Munich.
    19. Minkyung Kim & K. Sudhir & Kosuke Uetake & Rodrigo Canales, 2016. "Multidimensional Sales Incentives in CRM Settings: Customer Adverse Selection and Moral Hazard," Cowles Foundation Discussion Papers 2085, Cowles Foundation for Research in Economics, Yale University.
    20. Behr, Patrick & Drexler, Alejandro & Gropp, Reint & Guettler, Andre, 2014. "Financial incentives and loan officer behavior: Multitasking and allocation of effort under an incomplete contract," SAFE Working Paper Series 62, Research Center SAFE - Sustainable Architecture for Finance in Europe, Goethe University Frankfurt.
    21. Daniel L. Chen & Tobias J. Moskowitz & Kelly Shue, 2016. "Decision Making Under the Gambler’s Fallacy: Evidence from Asylum Judges, Loan Officers, and Baseball Umpires," The Quarterly Journal of Economics, Oxford University Press, vol. 131(3), pages 1181-1242.
    22. Aikman, David & Haldane, Andrew & Hinterschweiger, Marc & Kapadia, Sujit, 2018. "Rethinking financial stability," Bank of England working papers 712, Bank of England.

    More about this item

    Keywords

    loan officer incentives; banking; emerging markets;

    JEL classification:

    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • L2 - Industrial Organization - - Firm Objectives, Organization, and Behavior

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