Time-dependent behavior refers to the changes in catalytic activity, selectivity, and stability over time. These changes can be influenced by multiple factors such as reaction conditions, catalyst poisoning, sintering, and fouling. Understanding these factors helps in predicting and controlling the performance of catalysts over extended periods.