Economic policymakers express concern that procyclical lending by banks imperils financial stability. Prior research finds that banks that record timelier loan loss provisions originate more loans during downturns, consistent with loan-loss-provision timeliness mitigating loan-origination...

Prior research acknowledges that the determinants, timeliness, and economic implications of banks' provisions for loan losses (PLL) vary across loan types. However, the lack of machine-readable data on PLL by loan type has precluded researchers from incorporating loan type into the evaluation of...

We examine whether and how measures of market and credit risk modeling identified from banks' financial reports enhance the returns-relevance of their estimated annual unrealized fair value gains and losses for financial instruments. To capture differences in market liquidity and fair valuation...