Resources for Causal Reasoning in Health Services Research

Lecture 1 in Causal attribution

Main message

Framework for drawing causal inference from observational studies:

1. Treatment groups
2. Patient-level outcome
3. Summary measure of outcome
4. Difference in outcome among groups
5. Attribution to group membership
6. Factors to control
7. Factors we should not control