The best social science studies involve often accidental experiments, where good experimental conditions occur not because of design but because of happenstance. The analysis of these situations could be construed as a historical case study, or it could be construed as an experiment. I agree that seeing analogues in past societies is not the best approach, but studying history can sometimes reveal experiment-like conditions.
