C4R Activities Menu

C4R Activities Menu

Interactive and educational activities for research rigor

Explain the Correlation

Interactive scatter plot activity exploring the famous chocolate consumption vs Nobel laureates correlation. Analyze the data and propose explanations to understand the difference between correlation and causation.

Evaluate directness of an experiment

Interactive activity for evaluating and improving experimental methods to better test causal pathways. Identify problematic methods and select appropriate modifications to make experiments more direct tests of causality.

Triangulation for Causal Inference

Interactive activity exploring how combining evidence from multiple studies strengthens causal conclusions. Analyze study limitations, propose new research designs, and review participant proposals.

Build a Causal Diagram

Interactive activity for designing and comparing Directed Acyclic Graphs (DAGs). Compare causal pathway diagrams, create your own DAG using an interactive designer, and review group submissions.

Causal Language Ranker

Interactive drag-and-drop activity for ranking causal language by strength of implication. Compare words like "triggers", "correlates with", and "influences" across different scientific contexts to understand causal language nuances.

Causal life timeline

Interactive activity exploring causal relationships through lifetime analysis. Examine temporal patterns and causal inference in longitudinal data.

Rate your causal confidence

Interactive activity for rating confidence in causal claims and understanding evidence strength.

Identify the level of explanation

Interactive activity for identifying and classifying different levels of explanation (exploratory, inferential, or causal) in scientific research studies.

Select an activity above to explore interactive research tools and educational content