Proper sample preparation is essential for ensuring data accuracy, maintaining the integrity of the samples, and minimizing potential biases. In epidemiological studies, the quality of the sample directly impacts the validity of the study's findings. Therefore, meticulous attention to detail in the sample preparation phase can prevent misleading conclusions.