Loan for Brazil

From Loan Screening to Loan Prospecting

We study a controlled corporate experiment in which loan officers were compensated to engage in loan prospecting in addition to the traditional loan screening. Loan prospecting led to larger loan sizes (+15%) and higher origination rates (+31%) while keeping the traditional credit quality threshold and interest rate intact. Loan officers attempt to influence the decision making process: loan of...

When Words Sweat: Identifying Signals for Loan Default in the Text of Loan Applications

When Words Sweat: Identifying Signals for Loan Default in the Text of Loan Applications

The authors present empirical evidence that borrowers, consciously or not, leave traces of their intentions, circumstances, and personality traits in the text they write when applying for a loan. This textual information has a substantial and significant ability to predict whether borrowers will pay back the loan over and beyond the financial and demographic variables commonly used in models pr...

Loan Rate Setting

We propose a heteroscedastic regression model to identify the determinants of the dispersion in interest rates on loans granted to small and medium sized enterprises. We interpret unexplained deviations as evidence of the banks’ discretionary use of market power in the loan rate setting process. “Discretion” in the loan-pricing process is most important, we find, if: (i) loans are small and unc...

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