Often Missing SkillsElectronic Data Capture AdministrationData Cleaning PlanningStudy Metrics ReportingRisk-Based Quality ReviewBasic Statistics
Development SuggestionsBuild confidence with clinical trial databases, practice structured data review, learn common study metrics, and strengthen documentation habits. Ask to shadow data cleaning cycles and participate in data review meetings to see how issues are identified and prevented.