Addressing bias is essential for ensuring the accuracy and credibility of epidemiological research. Biased estimates can lead to incorrect public health recommendations, wasted resources, and potentially harmful interventions. By recognizing and mitigating bias, researchers can provide more reliable evidence for decision-making.