EA Forum Podcast (Curated & popular)

“The overall cost-effectiveness of an intervention often matters less than the counterfactual use of its funding” by abrahamrowe

Nov 26, 2025
Abraham Rowe, a researcher known for his work in effective philanthropy, dives into the crucial concept of counterfactual funding. He emphasizes that the true impact of interventions hinges on what donors would have funded otherwise. Rowe contrasts different donor scenarios, questioning whether it’s easier to enhance effective giving or redirect ineffective donations. He urges advisors to track counterfactuals and highlights the importance of measuring impact based on how it alters donor choices. A thought-provoking discussion for anyone in the philanthropic space!
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INSIGHT

Counterfactuals Drive Real Impact

  • Impact of influencing donations equals how much better donors give compared to their alternative.
  • The counterfactual use of funding often matters more than an intervention's absolute cost-effectiveness.
ANECDOTE

Dollar Shift Example

  • Moving $1M from 95 to 105 units yields the same marginal gain as moving $1M from 0 to 10 units.
  • Rowe uses this numeric example to show small shifts between good options can equal shifts from useless to modestly effective giving.
INSIGHT

Few Donors, Big Counterfactuals

  • Many high-impact charities rely on a few large, thoughtful donors who would otherwise fund other good projects.
  • A project's true value is what it achieves relative to those alternative allocations.
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