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I agree with all of these challenges, Kevin. But these are exactly the problems we face with governments. The model that DIME, SIEF, and others have been using with workshops that help government leaders understand the benefits of evaluation and help them think through evaluations early in project design could be a direction for this work among NGOs. As you say, a different audience of researchers may make the most sense here, depending on the size and type of experiments. 

I think mechanism experiments are promising, but I also believe we should be exploring these with governments as well as with smaller actors.