What is a back-door criterion in causal inference?

Instruction: Define the back-door criterion and provide an example of how it might be used in a study.

Context: This question assesses the candidate's understanding of the back-door criterion, a concept crucial for identifying valid causal paths and controlling for confounding variables in observational studies.