David Roodman
@davidroodman
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Senior advisor @open_phil. Formerly @GiveWell, @CGDev.
Washington, DC
Joined June 2009
🚨 @I4Replication released my experiment with a new academic-literary form, a “replication opinion.” I made myself judge in a debate and wrote an opinion that is more credible than either party could muster. Piece: https://t.co/77ZK9io50R Post: https://t.co/GPsnS4n2gW 🧵 follows
davidroodman.com
While I discuss my employer's work in this post, all opinions are my own. My employer, Open Philanthropy, strives to make grants in light of evidence. Of course, many uncertainties in our decision-...
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Do you look at this regression chart and think, “ah yes, that’s definitely a negative quadratic relationship”? If you don’t, then you can learn everything else wrong with this paper on my blog today.
Are Aghion and Howitt right about competition and innovation? Maybe — but the evidence they cite is woefully insufficient. Find out more on my blog today.
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Interesting, and maybe very efficient, approach to extracting information about how much to believe an empirical paper.
@stelmeitovich @jrgptrs @I4Replication @stelmeitovich Salam, please find the unroll here: https://t.co/KbSX1OpOHx Have a good day. 🤖
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We've updated a paper on the 3-year, $1000/month U.S. guaranteed income study. New results, in 3 figures: đź§µ 1) Subjective well-being significantly improved in the treatment group in year 1, but there were no sig differences between the treatment & control group after that. 1/
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David Roodman writes: consumers of economic research are more truth-seeking than the producers. Here is Roodman's recap of his re-analysis of a set of papers on temperature and judge decision-making. The comment process is not working that well! Gory details in đź§µ 1/
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Who cares when a research claim is found to be in error? Peer-reviewed journals do their best to deflect and dilute legitimate criticism. https://t.co/BTFBNaoTQn
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Replication doesn't make you popular, which is one reason it is undersupplied and sorely needed. I'm proud @open_phil is supporting @I4Replication. How the Institute for Replication is making social science more robust and reliable | Open Philanthropy
openphilanthropy.org
Earlier this year, Open Philanthropy launched our $120 million Abundance & Growth Fund, a joint initiative between Good Ventures, Patrick Collison, and other private funders. Much of the Fund’s work...
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Good illustration of how much the Texas grid has changed in just 6 years. yellow = solar; purple = batteries; dark green = wind; blue = gas; brown = coal; light green = nuke via @grid_status
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Springer Nature book on machine learning is full of made-up citations. https://t.co/9SQ4LkVKxf
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My critical replication of a study of childhood vaccination and adult wages in India is final & effectively published Thread: https://t.co/1SjUjserJz Free pub: https://t.co/Lb5MjaTzPf
My new, short write-up about a flaw in a recent study finding that India’s universal vaccination program boosted future wages of babies who got the shots: https://t.co/cJMtUlCfBn 1/
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Whistleblower Raphaël Lévy on the systemic discouragement for calling out scientific fraud: "if a student or a more junior researcher had faced such a backlash it is unlikely that they would have been able to stand up to it."
chemistryworld.com
Raphaël Lévy talks to Chemistry World about reporting Jolanda Spadavecchia, the backlash he faced and how misconduct should be investigated
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Good title, good conclusion
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👀Using an autonomous agent based on o3-mini and GPT-4.1, a team from Harvard, MIT & other institutions reproduced and updated an entire issue of Cochrane Reviews in two days… saving 12 person-years of work! The AI reviews captured more papers & were more accurate than humans.
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"Many global health problems are thorny and difficult. Lead, unusually, is not one of those. We already know how to reduce lead exposure. Rich countries have already done it." Great new @WorksInProgMag piece by @C_Don7 @notanastronomer and James Hu
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New podcast alert! Hard Drugs - a collaboration between @JacobTref at Open Phil and @salonium at @WorksInProgMag. Listen here, or wherever you get your podcasts:
open.spotify.com
Podcast · Saloni Dattani & Jacob Trefethen · Hard Drugs is a show by Saloni Dattani and Jacob Trefethen about medical innovation: how to speed it up, how to scale it up, and how to make sure lifesa...
LAUNCH DAY 🚀 Today I’m launching a new podcast, Hard Drugs, with Jacob Trefethen (@JacobTref) Our first episode is about lenacapavir — a new HIV drug that blocks infections with an efficacy rate of nearly 100%, and which could completely change the fight against HIV worldwide.
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A million lives at risk? @charlesjkenny and I estimate the possible toll from the aid cuts in the White House's FY26 budget request. There's huge uncertainty here, of diverse kinds, so we explore 3 broad ways we could be wrong and by how much. https://t.co/EYOYresFWk
cgdev.org
The White House has presented further details of its FY 2026 budget request. It includes a proposed two-thirds cut to global health and humanitarian funding. Such a reduction is impossible to...
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Those doing the vetting would need to be embedded in an incentive regime outside academia, one that frees them to worry more about the consequences of error. Like red teams at the CIA & DOD or GiveWell, with its great "what if we're wrong" work ( https://t.co/5zw8jOOEu5)
Each year, GiveWell makes hundreds of millions of dollars in grants aimed at saving and improving lives globally. My team's job is to look for ways we could be wrong and make our research better. Here's what we've been up to and what's next đź§µ
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More to the point, and more constructively, maybe research dissemination and review need to be decoupled. If we abolish peer review, the vacuum of caveat emptor would create demand for independent, credible vetting of important research.
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I'm increasingly an anarchist on peer review & journals. Would we be better off without them? The publication system creates intense pressures that distort what is published. Then, in the public eye, it certifies the results as reliable.
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Update: AEJ Applied rejected my "replication opinion" on the debate they hosted. It was an odd duck. But there's still something wrong when research consumers structurally care more about truth than the producers & the former overly trust peer review & the latter play along.
🚨 @I4Replication released my experiment with a new academic-literary form, a “replication opinion.” I made myself judge in a debate and wrote an opinion that is more credible than either party could muster. Piece: https://t.co/77ZK9io50R Post: https://t.co/GPsnS4n2gW 🧵 follows
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