the psychologist s companion a guide to scientific
ools is critical for valid interpretation and reporting. Understanding Bias and Limitations Researchers must recognize potential pitfalls: Sampling Bias: Non-representative samples skew results. Measurement Bias: Flawed instruments produce unreliable data. Confirmation Bia