Upon extracting and quantifying relevant hedge information from the narrative section of European banks annual reports, this paper examines the impact of such information on cost of capital [as measured by weighted average cost of capital (WACC), cost of equity (COE) and cost of debt (COD)]....

This paper uses a supervised machine learning algorithm to extract relevant (soft) information from annual reports and examines whether such information determines credit risk (as measured by non-performing loans, Ohlson’s O-score, Altman’s Z-score, and credit rating downgrades). The paper...