In epidemiological research, the quality of data directly influences the validity of study results. Inaccurate, incomplete, or inconsistent data can lead to erroneous conclusions. Ensuring high-quality data through cleaning helps in reducing bias, improving accuracy, and enhancing the overall credibility of research findings.