This workshop surveys some effective strategies for planning and implementation of observational studies, highlighting established principles of design and analysis, and recent analytic advances from Statistics. It also includes an overview of matching and adjustment techniques in an observational study, but devotes special attention to a statistical tool called the propensity score.