Data collection and analysis are fundamental to QA. Data can be gathered through electronic health records (EHRs), patient surveys, and direct observations. Tools like audit and feedback systems, scorecards, and dashboards are often used to analyze this data. By identifying trends and patterns, healthcare providers can pinpoint areas requiring improvement.