We examine whether more sophisticated accounting methods (in the form of accrual accounting) interacts with other information sources and the pledging of collateral to reduce information asymmetries between small business borrowers and lenders, thereby lowering borrowers' probability of loan...

An important theoretical literature motivates collateral as a mechanism that mitigates adverse selection, credit rationing, and other inefficiencies that arise when borrowers hold ex ante private information. There is no clear empirical evidence regarding the central implication of this...