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directly drive some behavior of interest, thus unlocking our ability to understand how those behaviors affect downstream outcomes the company cares about. Experiments used in this way actually have a special name: Randomized Encouragement Trials. Donald Rubin — yes, of Rubin Causal Model fame — and