Accurate data extraction is crucial because it ensures that the information being analyzed is relevant and reliable. This, in turn, affects the outcomes of epidemiological studies and the conclusions drawn from them. Quality data extraction minimizes bias and errors, thereby enhancing the validity and reliability of the study findings.