Several strategies can be employed to minimize misclassification:
Improved measurement tools: Using more accurate and reliable measurement instruments can reduce measurement error. Standardized data collection: Implementing standardized protocols for data collection can reduce interviewer and diagnostic bias. Training: Providing thorough training to data collectors can help minimize variability in data collection. Multiple sources: Using multiple data sources or methods to ascertain exposure and outcome status can help cross-verify information.
