We investigate whether income smoothing affects the usefulness of earnings for contracting through the monitoring role of earnings-based debt covenants. First, we examine initial contract design and predict that income smoothing will increase (decrease) the use of earnings-based covenants if...

We investigate whether income smoothing affects the usefulness of earnings for contracting through the monitoring role of earnings-based debt covenants. First, we examine initial contract design and predict that income smoothing will increase (decrease) the use of earnings-based covenants if...

We use machine learning methods to create a comprehensive measure of credit risk based on qualitative information disclosed in conference calls and in management's discussion and analysis section of the 10- K. In out-of-sample tests, we find that our measure improves our ability to predict...