Designing a Causal Study to Evaluate the Impact of Remote Work on Software Development Productivity

Instruction: Outline a study design using causal inference principles to evaluate whether transitioning to remote work significantly impacts software development productivity.

Context: This question tests the candidate's ability to design a rigorous causal study in a real-world scenario, considering possible confounders, the appropriateness of different causal inference methods, and how to measure outcomes effectively. Candidates should discuss potential study designs such as a controlled experiment or a quasi-experimental design, identify key metrics for productivity, and address how they would handle confounding variables.