GiveWell's research into long term effects is noticeably much less than their research into short term effects - even though the long term effects dominate in the long run.

You might be interested in this transcript of a discussion between Holden Karnofsky of GiveWell, several people from Giving What We Can, and a few other EAs: http://www.jefftk.com/p/flow-through-effects-conversation