Instruction: Describe how you would design a study utilizing the front-door criterion to estimate the causal effect of a new coding tool on software development efficiency.
Context: This question tests the candidate's ability to apply advanced causal inference techniques, specifically the front-door criterion, to a practical problem. Candidates should demonstrate their understanding of the criterion's assumptions, implementation steps, and how they would address potential challenges in this scenario.