Holden Karnofsky’s blog

Projects, People and Processes

One of the challenges of large-scale philanthropy is: how can a small number of decision-maker(s) (e.g., donors) find a large number of giving opportunities that they understand well enough to feel good about funding?

Most of the organizations I’ve seen seem to use some combination of project-based, people-based, and process-based approaches to delegation. To illustrate these, I’ll use the hypothetical example of a grant to fund research into new malaria treatments. I use the term “Program Officers” to refer to the staff primarily responsible for making recommendations to decision-makers.

  • Project-based approaches: the decision-makers hire Program Officers to look for projects; decision-makers ultimately evaluate the projects themselves. Thus, decision-makers delegate the process of searching for potential grants, but don’t delegate judgment and decision-making. For example, a Program Officer might learn about proposed research on new malaria treatments and then make a presentation to a donor or foundation Board, explaining how the project will work, and trying to convince the donor or Board that it is likely to succeed.
  • People-based approaches: decision-makers delegate essentially everything to trusted individuals. They look for staff they trust, and then defer heavily to them. For example, a Program Officer might become convinced of the merits of research on new malaria treatments and propose a grant, with the funder deferring to their judgment despite not knowing the details of the proposed research.
  • Process-based approaches: the decision-makers establish consistent, systematic criteria for grants, and processes that aim to meet these criteria. Decisions are often made by aggregating opinions from multiple grant reviewers. For example, a donor might solicit proposals for research on new malaria treatments, assemble a technical review board, ask each reviewer to rate each proposal on several criteria, and use a pre-determined aggregation system to make the final decisions about which grants are funded. Government funders such as the National Institutes of Health often use such approaches. These approaches often seek to minimize the need for individual judgment, effectively delegating to a process.

    These different classifications can also be useful in thinking about how Program Officers relate to grantees. Program Officers can recommend grants based on being personally convinced of a particular project; recommend grants based primarily on the people involved, deferring heavily on the details of those people’s plans; or recommend grants based on processes that they set up to capture certain criteria.

    This post discusses how I currently see the pros and cons of each, and what our current approach is. In large part, we find the people-based approach ideal for the kind of hits-based giving we’re focused on. But we use elements of project-based evaluation (and to a much lesser degree, process-based evaluation) as well - largely in order to help us better evaluate people over time.

  • The Open Philanthropy Project Is Now an Independent Organization

    Over a year ago, we started exploring options for spinning the Open Philanthropy Project out from GiveWell as an independent organization. Though the process took a bit longer than we had hoped, the new legal arrangement took effect on June 1.

    This post covers the evolution of the Open Philanthropy Project into an independent entity, and the reasons for the spin-out from our perspective. It also discusses why we’re operating the Open Philanthropy Project as an LLC, and what our relationship to GiveWell will be going forward. (For some more technical details on the transaction, see the GiveWell post here.)

    This transition has been in motion for some time, and we expect that the bulk of our operations will appear unchanged to outsiders.

    March 2017 Open Thread

    This post aims is to give blog readers and followers of the Open Philanthropy Project an opportunity to publicly raise comments or questions about the Open Philanthropy Project or related topics (in the comments section below). As always, you’re also welcome to email us at info@openphilanthropy.org if there’s feedback or questions you’d prefer to discuss privately. We’ll try to respond promptly to questions or comments.

    You can see our previous open thread here.

    Radical Empathy

    One theme of our work is trying to help populations that many people don’t feel are worth helping at all. We’ve seen major opportunities to improve the welfare of factory-farmed animals, because so few others are trying to do it. When working on immigration reform, we’ve seen big debates about how immigration affects wages for people already in the U.S., and much less discussion of how it affects immigrants.


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