Does This Treatment Cause That Outcome?: The Science of Estimating a Treatment Effect and Why It Matters is an engaging and insightful exploration of cause-and-effect relationships in clinical research. It begins with the foundational principles of causal inference, traces the historical evolution of randomized controlled trials.