and macroeconomic variables, and are more likely to include almost every common macroeconomic variable in their credit analysis, which is particularly important given the trajectory of the regulatory requirements. They also report fewer constraints governing their chosen approach, which suggests that firms without these approaches realize that the credit analysis is meaningfully restricted from what would be “best practice.”