Preventing translation errors requires rigorous methods at each stage of research:
Ensure accurate data collection methods and use validated instruments. Employ robust statistical techniques to control for confounding variables. Use representative samples to avoid selection bias. Provide transparent reporting of methods and results. Encourage peer review and replication studies to validate findings.