The study compared the importance of earnings levels versus earnings changes in predicting stock returns. By analyzing different components of earnings, researchers found that earnings levels are more stable and better at predicting stock returns than earnings changes, especially when earnings are mostly permanent. This suggests that focusing on earnings levels is crucial for understanding the value of a company's stock and making important business decisions.