We examine whether the mandatory adoption of International Financial Reporting Standards (IFRS) has changed the usefulness of accounting information in predicting future earnings and cash flows out-of-sample. Using a sample of firms from European Union countries that mandatorily adopted IFRS in...

This study investigates whether information about Chief Executive Officer (CEO) incentives is useful for predicting future earnings. We find that in companies with higher CEO equity incentives, current year earnings are more informative of future earnings than in other companies. Additionally,...

We use machine learning methods and high-dimensional detailed financial data to predict the direction of one-year-ahead earnings changes. Our models show significant out-of-sample predictive power: the area under the receiver operating characteristics curve ranges from 67.52% to 68.66%,...