Various strategies can be employed to reduce the impact of selection bias:
Random Sampling: Use random sampling methods to ensure that every individual in the population has an equal chance of being selected. Matching: Match participants based on key characteristics to ensure comparable groups. Stratification: Stratify the sample based on key variables to ensure that sub-groups are adequately represented. Use of Weights: Apply statistical weights to adjust for the differences in the probability of selection.