Kelsey Piper Profile picture
Feb 11 5 tweets 3 min read Read on X
PEPFAR is one of the most popular, bipartisan US foreign aid programs. The State Department says it has saved 25million lives, but there isn't much public, independent verification. Last week I invited some friends to a weekend hackatjon to see if PEPFAR's numbers held up.
What we found was that, yeah, there's a pretty strong case for PEPFAR. Even using conservative assumptions and ignoring many of its positive impacts, our best guess is that the program indeed saved 19million lives by 2018.
We also got an appreciation for why PEPFAR is considered such a star program. Real funding for PEPFAR has been decreasing since 2009, but the program has been doing more over time, because costs have been in freefall. When it started each patient cost $1000/month. Now? $5/mo.
My main contribution to this group report was looking at whether there were significant rates of fraud and misreporting. I read PEPFAR-related audits from the office of the inspector's general. They consistently demanded very high standards of documentation and found <2% fraud.
You can read our report here: pepfarreport.org.

Overall, I came away with an appreciation for why, when you ask people in Congress which foreign aid program they're genuinely proud of, so many of them name PEPFAR. It has done an astonishing amount with 0.08% of the federal budget. I read the procedures for how they make sure clinics aren't overreporting patients with quarterly checkins to see if documented clinic attendance matches reported attendance. I read the accounting procedures. PEPFAR is very serious about oversight.

But while some programs get so caught up in documenting what they do that overhead swallows the results, PEPFAR also has really, really good results. Because HIV is such a killer in the regions where PEPFAR operates, you can see PEPFAR's effects directly from national-level mortality records. Calculating the program's lives saved with a differences-in-differences approach from national-level mortality records gets results prettyy similar to the results you get from looking at the benefits of ART. So using several different methodologies, we ended up highly confident that PEPFAR has indeed saved many millions of lives in a highly cost effective way, and our median estimate is about the State Department's. But don't trust us - read our work! The report lays out our assumptions, our questions, our skepticisms, and which papers we drew on. It was a joint project by people coming from a wide range of backgrounds and across the political spectrum. It is a real, sincere effort to take an independent look at this question.

It is also a work in progress. It's fact checked and we engaged with external reviewers, but that doesn't mean we're done. We'll be engaging with questions, adding to the FAQ, and making any corrections if they are necessary. The decision of whether to reauthorize PEPFAR and how to improve it is a big one and we want to make sure that everyone, Republican or Democrat or distrustful of both parties, has the tools to make up your mind on this one yourself.

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More from @KelseyTuoc

Sep 23, 2024
Going to get this in before the SB 1047 decision is made, so that it doesn't just come across as commentary on the decision: this was the California legislative process I've reported on most closely and it actually made me feel notably more proud of California democracy.
The state politicians I talked to all seemed pretty smart, they'd talked to a lot of different people and could articulate several different perspectives, they did a good job of having their eye on the ball and seeing what the most important questions and disagreements were.
There was a fairly astonishing amount of mudslinging and lying but no one I talked to in state politics was really all that fooled by it. I got the sense that lying worked as a strategy less well than I would cynically have predicted.
Read 11 tweets
Aug 26, 2024
A bunch of people learned about Don Poldermans' use of fictitious data in the DECREASE trial series that informed European surgical guidelines from my newsletter last Friday. I got a bunch of questions, in particular about the estimated fatalities (🧵)
And I wanted to talk a bit more baout whether Poldermans really killed 800,000 people. Here's what I wrote in the newsletter​: Image
The 800,000 number comes from cardiologists Graham Cole and Darrel Francis, who are also two of the authors of the meta-analysis that found a 27% increase in deaths if beta-blockers are given before surgery.
Read 15 tweets
Aug 12, 2024
Okay I'm sorry but I absolutely despise the 'elite hypocrisy' line here. No society has ever done more than ours to require poor people to live like the elite do, and this is often really bad for them. We ban cheap housing because it's better for people to live in nicer housing.
We ban (as child neglect, for which the punishment is stochastic 'never seeing your child again') having your upper elementary school aged children walk home from school, let themselves in, and work on their homework until their parents get home. Hire a babysitter!
We waste enormous amounts of money and state power making sure everyone's hairdressers are regulated and their daycare workers all have college degrees. Why? The elites send their kids to fancy preschools, and so they consider it a matter of justice to ban any other kind.
Read 8 tweets
Jul 16, 2024
I think "there was a deal and it has broken down" is an incredibly powerful and pervasive sentiment in tech, not just among Trump supporters but among committed and sincere liberals too.
What was the deal? Hard to pin down exactly but something like - we will build ambitious things and pay high taxes and donate lots of money and mostly not play politics and you will treat us as valued pillars of our community, make our cities livable, stay mostly out of the way.
The abrupt tilt towards intensely negative coverage of tech felt like a breakdown of the deal. The attacks on tech shuttle buses? Breakdown of the deal. The state of San Francisco? Breakdown of the deal.
Read 4 tweets
Jul 8, 2024
I was surprised by this, as the last official count I'd heard was around 35,000, so I clicked through to see what happened. What happened is that they argue that for every direct death in conflict there are often > 4 indirect deaths. So they multiplied the death toll by 4.
I am worried this is not a very good methodology for estimating civilian deaths in Gaza. I had some trouble figuring out what they're citing for the rate of direct to indirect deaths in conflict zones, because the Lancet editorial links an unrelated UN pdf about the drug trade..
...which contains no mentions of conflict death, armed conflict, direct or indirect deaths in conflict zones, or other search words I tried. But my understanding is that it's broadly true that far more people die of disease and famine in conflict zones than die of being shot.
Read 9 tweets
May 22, 2024
Scoop: OpenAI's senior leadership says they were unaware ex-employees who didn't sign departure docs were threatened with losing their vested equity. But their signatures on relevant documents (which Vox is now releasing) raise questions about whether they could have missed it. vox.com/future-perfect…
Vox reviewed separation letters from multiple employees who left the company over the last five years. These letters state that employees have to sign within 60 days to retain their vested equity. The letters are signed by former VP Diane Yoon and general counsel Jason Kwon.
The language on separation letters - which reads, "If you have any vested Units… you are required to sign a release of claims agreement within 60 days in order to retain such Units." has been present since 2019.
Read 25 tweets

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