This paper studies the effect of credit scoring by banks on bank lending to small businesses by addressing the following questions: does credit scoring increase or decrease the propensity of banks to grant credit? Does it improve the selection of borrowers? Does credit scoring improve or reduce...

Using a unique corporate loans dataset for entrepreneurs with small and microenterprises, this paper examines how educational attainment affects bank credit decisions and subsequent individual and firm outcomes. Our results highlight a "Matthew Effect," where an initial advantage is...