Instruction: Explain the key distinctions between a natural experiment and a randomized controlled trial, including their respective advantages and disadvantages for causal inference.
Context: This question assesses the candidate's understanding of different experimental designs used in causal inference. Candidates should demonstrate knowledge of how each method handles confounders and the implications for the validity of causal conclusions.