Previous Next Step Data Visualization and Dashboards Data Visualization and Dashboards: Orientation Learning Objectives 15-20 minutes Applied Step 1 of 2 Flip Cards Learning Objectives 1 / 2 Flip Cards Learning Objectives Listen Objective 1 Explain the role of visualization in clinical data management, monitoring, and reporting. Objective 2 Select appropriate chart types for categorical, numeric, time-based, and site-level data. Objective 3 Create basic clinical research visualizations in R using `ggplot2`. Objective 4 Interpret visual outputs with attention to denominators, missing data, scale, and study context. Objective 5 Describe the purpose and basic structure of a Shiny dashboard. Objective 6 Identify governance and privacy considerations when building dashboards from clinical research data. Objective 7 Design a simple monitoring dashboard concept that supports action rather than decoration. Previous Lesson Next Step
Flip Cards Learning Objectives Listen Objective 1 Explain the role of visualization in clinical data management, monitoring, and reporting. Objective 2 Select appropriate chart types for categorical, numeric, time-based, and site-level data. Objective 3 Create basic clinical research visualizations in R using `ggplot2`. Objective 4 Interpret visual outputs with attention to denominators, missing data, scale, and study context. Objective 5 Describe the purpose and basic structure of a Shiny dashboard. Objective 6 Identify governance and privacy considerations when building dashboards from clinical research data. Objective 7 Design a simple monitoring dashboard concept that supports action rather than decoration.