The study design is the foundation of any epidemiological research. Poorly designed studies can introduce various biases, such as selection bias, recall bias, and confounding. These biases can distort the true association between exposure and outcomes, making it difficult to draw accurate conclusions. Employing rigorous study designs, such as randomized controlled trials or well-conducted cohort studies, can help alleviate these issues.