- Demographic Discrepancies: Check if the sample demographics match those of the larger population. If not, the sample is likely non-representative. - Sample Size: Small sample sizes often fail to capture the population's diversity, leading to non-representative results. - Selection Bias: Evaluate the selection process to ensure that it does not favor a particular group.