Quality control ensures the accuracy and reliability of data collected and analysed. Various tools and methods are used at different stages, from collection and processing to analysis and reporting. Effective quality control measures help to identify and correct errors, reduce data variability, and enhance the credibility of findings. By implementing rigorous quality control protocols, researchers can provide robust, actionable insights that are critical for managing and mitigating infectious disease outbreaks.