Preprocessing has a direct impact on data quality. Proper preprocessing ensures that the data is accurate, consistent, and complete. It also helps in identifying and rectifying any anomalies or errors that could skew the analysis. High-quality data is essential for generating reliable insights and making informed business decisions.