gwern comments on Why I'm Skeptical About Unproven Causes (And You Should Be Too) - Less Wrong
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They were chosen, but I'm not sure how one could even sample randomly - where would one look, how would one compile a list, based on what criteria? Most programs haven't been studied at all in any kind of rigorous fashion.
The best I can say is that Rossi, well-respected in the area of social interventions, takes an extremely pessimistic overall view on the effectiveness of interventions.