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...

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

I discuss Minnis (2011) in the context of the broader literature on private firm financing. In particular, I focus on the unique features of the private firm setting and how it affects research design and inference. I detail the alternative information sources available to debt financiers of...

I discuss Minnis [2010] in the context of the broader literature on private firm financing. In particular, I focus on the unique features of the private firm setting and how it affects research design and inference. I detail the alternative information sources available to debt financiers of...