We find that index ETFs' tracking error, a measure of the manager's ability to replicate the index's return, is a … significantly and consistently negative predictor of performance. Tracking error is highly persistent, indicating index ETF manager …'s ability to replicate the index persists over time. We find that the performance predictability of tracking error comes mainly …