Several strategies can be employed to mitigate time lag bias:
Matching: Ensure that the follow-up durations for different treatment groups are comparable. Statistical Adjustments: Use statistical techniques to adjust for differences in follow-up times. Sensitivity Analysis: Conduct sensitivity analyses to assess the robustness of the findings to potential time lag bias. Prospective Design: Design studies prospectively to ensure equal follow-up periods for all treatment groups.