Explanatory studies are done under controlled conditions to determine whether a treatment has any efficacy compared to a placebo. Pragmatic studies are designed to assess how the intervention performs in everyday real world practice. Pragmatic studies measure practical success but don’t determine actual efficacy: that requires a proper randomized controlled trial (RCT) with an appropriate control. Pragmatic studies have their place, but they can sometimes make an ineffective treatment look good: a phenomenon I have christened Cinderella Medicine.
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