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Publications
  • November–December 2019
  • Article
  • Journal of Accounting & Economics

Making Sense of Soft Information: Interpretation Bias and Loan Quality

By: Dennis Campbell, Maria Loumioti and Regina Wittenberg Moerman
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Abstract

We explore whether behavioral biases impede the effective processing and interpretation of soft information in private lending. Taking advantage of the internal reporting system of a large federal credit union, we delineate three important biases likely to affect the lending process: (1) limited attention (or distraction), (2) task-specific human capital, and (3) common identity. Specifically, we find that using soft information in lending decisions leads to worse loan quality when loan officers are busy or before weekends and around national holidays, when loan officers have earlier sales experience, and when both the officers and borrowers are men. Overall, we provide novel evidence of non-agency-related costs in the use of soft information in lending decisions.

Keywords

Soft Information; Lending; Banking; Information; Financing And Loans; Banks And Banking; Decision Making

Citation

Campbell, Dennis, Maria Loumioti, and Regina Wittenberg Moerman. "Making Sense of Soft Information: Interpretation Bias and Loan Quality." Art. 101240. Journal of Accounting & Economics 68, nos. 2-3 (November–December 2019).
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About The Author

Dennis Campbell

Accounting and Management
→More Publications

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More from the Authors
  • The Customer May Not Always Be Right: Customer Compatibility and Service Performance By: Ryan W. Buell, Dennis Campbell and Frances X. Frei
  • PDS: Ring-Fencing the Ranch By: Dennis Campbell, Tarun Khanna and Kerry Herman
  • Handelsbanken: Going Digital By: Dennis W. Campbell and Kerry Herman
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