What Do Analysts’ Provision Forecasts Tell Us About Expected Credit Loss Recognition?

Abstract

We examine the incremental predictive ability and information content of analysts’ provision forecasts to explore the potential effects of the FASB’s new current expected credit loss (CECL) accounting method. Controlling for the recognized loan loss provision, consensus analyst provision forecasts are incrementally associated with future non-performing loans (NPLs) and equity markets returns. This incremental association is increasing in banks’ unconstrained ability to estimate future losses as evidenced by their loan fair value disclosures and the extent of the constraints imposed by the incurred loss model measured by the fraction of heterogeneous loans individually reviewed for impairment. For a sample of analysts that also forecast NPLs, the association between the individual analyst’s provision forecast and future NPLs is increasing in the analyst’s comparative NPL forecasting accuracy. Finally, we find that the association between the analyst’s provision forecast and future NPLs is increasing in EPS forecast errors but decreasing in target price forecast errors. Together these results suggest that the reported provisions under the current incurred loss model do not fully incorporate banks’ information about future losses and that the extent to which this occurs depends both on banks’ ability to forecast expected losses and the constraints imposed by the incurred loss model. These results suggest that analysts forecast future losses beyond those reflected in the recognized provision and that the incremental information in these forecasts and potential CECL provision timeliness effect is greater when the constraints imposed by the incurred loss model are greater.