Information bias can be mitigated through several approaches:
Using validated and reliable measurement tools to ensure data accuracy. Training data collectors thoroughly to minimize errors in data collection. Implementing double-blind procedures where neither the participants nor the researchers know the key aspects of the study, thus reducing subjective bias.