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Learning‐by‐lending and learning‐by‐repaying: A two‐sided learning model for defaults on Small Business Administration loans

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  • Pankaj C. Patel
  • Mike G. Tsionas

Abstract

Drawing on a sample of Small Business Administration (SBA) loans, we develop and test for a two‐sided dynamic learning model to assess the degree of learning‐by‐lending in bank branches and learning‐by‐repaying for borrowers. The results show that learning‐by‐lending is negligible; however, learning‐by‐repaying is small but meaningful, with a shallow learning curve slope of 0.2. The findings have implications for two‐sided learning and for policymakers aiming to lower defaults in SBA loans.

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  • Pankaj C. Patel & Mike G. Tsionas, 2022. "Learning‐by‐lending and learning‐by‐repaying: A two‐sided learning model for defaults on Small Business Administration loans," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(4), pages 906-919, June.
  • Handle: RePEc:wly:mgtdec:v:43:y:2022:i:4:p:906-919
    DOI: 10.1002/mde.3426
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