The authors find that firms that face higher upfront commitment fees, risk premium spreads or usage fees have smaller credit lines, while those with higher overdraft fees have larger ones. Firms with greater profit growth in the past have larger credit lines, while those with more internal funds...

We show that supply-side financial shocks have a large impact on the investment decisions of firms. We do this by developing a new methodology to separate firms' credit shocks from loan supply shocks, using a vast sample of matched bank-firm lending data. We decompose loan movements in Japan for...

We study borrowers’ preferences over bank and family loans based on field work undertaken in rural Rwanda. We randomly assigned willingness-to-pay questions for a hypothetical loan offer either by a bank or by a family member to a sample of 480 households. Informal family loans are typically...

Empirical credit demand analysis undertaken at the aggregate level obscures potential behavioral heterogeneity between various borrowing sectors. Looking at disaggregated data and analyzing bank loans to non-financial companies, to financial companies, to households for consumption and for house...