Detecting and mitigating errors involves several strategies:
Designing studies with proper randomization and representative sampling to minimize selection bias. Using validated and reliable measurement tools to reduce information bias. Employing statistical methods such as multivariable analysis to control for confounding. Increasing sample size to reduce the impact of random error.