Ian Hussey

Ian Hussey

@ianhussey.mmmdata.io

Meta-scientist and psychologist. Senior lecturer @unibe.ch‬. Chief recommender @error.reviews. "Jumped up punk who hasn't earned his stripes." All views a product of my learning history. If behaviorism did not exist, it would be necessary to invent it.

3.6K followers959 following1.2K posts

Ian Hussey reposted

Our scale search machine got a major update! Now with 31% more scales, 21% more items, 58% more coverage of measures by use, and 100% more goth!

Björn E. Hommel@bjoernhommel.bsky.social

After 12,000+ user interactions, we're releasing the first major update of Synthometricon (formerly SynthNet, with @anniria.bsky.social and @ruben.the100.ci ) 🧵 Try it here search.synth-science.org

Ian Hussey reposted

Most systematic reviews and meta- analyses now include some assessment of study quality but these don't usually impact a review's conclusions. It's typically just some tick boxes or traffic lights and vague qualitative statements. We should instead filter out poor studies. What is wrong with us?

The more parsimoneous explanation is that infants express a preference for the Type G British/Irish electrical plug socket, which is objectively the best type of plug socket. This is evidence for innate rationality in newly born infants.

Dr Nick@nmwilkinson.eurosky.social

New paper! Accepted at Perspectives on Psychological Science. A textbook finding in infant psychology is that newborns - within ~1 hour of birth - visually track a simplified 'three blob' facelike stimulus further than its inverted control (see picture). This suggested inborn knowledge of faces!

Ian Hussey reposted

New paper! Accepted at Perspectives on Psychological Science. A textbook finding in infant psychology is that newborns - within ~1 hour of birth - visually track a simplified 'three blob' facelike stimulus further than its inverted control (see picture). This suggested inborn knowledge of faces!

Dr Nick@nmwilkinson.eurosky.social

ok the editorial and publication process is taking too long, so here is link to the accepted manuscript for our systematic review of the newborn face preference literature. it unearths a rather strange tale. check it out, any thoughts much appreciated www.researchgate.net/publication/...

Ian Hussey reposted

This post does a great job of articulating why the development and release of metacheck has been pretty slow compared to other tools. One of our core values is validation, which is one of the things that has not been made a lot faster by LLMs. www.scienceverse.org/metacheck/#o...

Ian Hussey@ianhussey.mmmdata.io

Our reflections on the recent "AI and Research Integrity" meeting in Montreal: We are somewhat worried that many AI trustworthiness assessment tools are not trustworthy. @lhdjung.bsky.social @jamiecummins.bsky.social trustworthy.scientific.claims/posts/trustw...

Ian Hussey reposted

”Using vibe-coded, unvalidated forensic meta-science tools to evaluate the trustworthiness of published research risks holding authors vs. tools to unequal standards. The solution is less vibe-coding and more validation.”

Ian Hussey@ianhussey.mmmdata.io

Our reflections on the recent "AI and Research Integrity" meeting in Montreal: We are somewhat worried that many AI trustworthiness assessment tools are not trustworthy. @lhdjung.bsky.social @jamiecummins.bsky.social trustworthy.scientific.claims/posts/trustw...

Ian Hussey reposted

An extraordinary example of a paper that cannot logically address its estimand: effect of restricting under-18 playtime. But sample has no age data, and most of the sample is adults. Reviewer #3 even noted this, and authors agreed. See link in quoted for details.

Veli-Matti Karhulahti@mkarhulahti.bsky.social

"250,000 respondents can produce an estimate of the population mean that is no more accurate than an estimate from a simple random sample of size 10" reminds of recent Nature journal paper with N=billions but lacking the studied variable so the study is actually nonsensical doi.org/10.1525/coll...

Ian Hussey reposted

🍫 or 💩? About the effect size reported in a trial that shaped the estimated effect of fluoxetine in meta-analyses of pediatric depression, my stellar co-author @ploederl.bsky.social says: “It’s the kind of effect size you only get if you ask people whether they prefer chocolate or faeces.” 👇👇👇

nature.comProzac use for childhood depression skewed by single flawed medical trialOne small study in Iran swayed meta-analyses in favour of antidepressant use in children, researchers say.

Ian Hussey reposted

Ian Hussey reposted

Did you know that there’s only a single letter separating an “idionomic clinical workflow” from an “idiotnomic clinical workflow”? I haven’t managed to write my screed about cluster analysis yet, here’s another blog post in the meantime: www.the100.ci/2024/10/28/i...

the100.ciIdiographic Approaches in Psychology: Hold your horsesThere have been persistent calls spurring psychologists to do more “idiographic” research, starting even before Peter Molenaar’s “Manifesto on Psychology as Idiographic Science”, which is already 20 y...

Hayes has been banging this drum about idionomic analyses for 6+ years, with folk like @jamiecummins.bsky.social pointing out that its reinventing-the-wheel-but-worse for just as long. My experience is that the ACT community is insufficiently interested and aware of existing methods+stats work.

Magnus Johansson@pgmj.bsky.social

Our commentary "A Revolution in Search of an Estimand: On the Idionomic Proposal of Hayes et al. (2026)" is now available as a preprint: osf.io/preprints/ps... With @rpsychologist.com, @matti.vuorre.com, and Nils Hentati Isacsson.

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So, again, but in public this time: the idionomic approach folk would greatly benefit from engaging the literature on these approaches to reduce research waste, avoid rediscovering the wheel (but worse), etc.

Hayes has been banging this drum about idionomic analyses for 6+ years, with folk like @jamiecummins.bsky.social pointing out that its reinventing-the-wheel-but-worse for just as long. My experience is that the ACT community is insufficiently interested and aware of existing methods+stats work.

Magnus Johansson@pgmj.bsky.social

Our commentary "A Revolution in Search of an Estimand: On the Idionomic Proposal of Hayes et al. (2026)" is now available as a preprint: osf.io/preprints/ps... With @rpsychologist.com, @matti.vuorre.com, and Nils Hentati Isacsson.

View full thread

As for the 'but worse' bit - my recollection is that none of the effects reported in that paper would survive multiple testing corrections, which arguably should have been applied.

Hayes has been banging this drum about idionomic analyses for 6+ years, with folk like @jamiecummins.bsky.social pointing out that its reinventing-the-wheel-but-worse for just as long. My experience is that the ACT community is insufficiently interested and aware of existing methods+stats work.

Magnus Johansson@pgmj.bsky.social

Our commentary "A Revolution in Search of an Estimand: On the Idionomic Proposal of Hayes et al. (2026)" is now available as a preprint: osf.io/preprints/ps... With @rpsychologist.com, @matti.vuorre.com, and Nils Hentati Isacsson.

Around 2019 I spoke to several folk in the ACT community about how their interest in so-called idionomic analyses was just rediscovering EMA studies, multilevel models and temporal network analysis. No one was interested - they implication was that they 'needed' a bespoke CBS branded approach.

Ian Hussey reposted

My lukewarm take is that when people disagree about whether LLMs can do X (be it reasoning, creativity, etc), the substantive disagreement is really about what X means, rather than about LLMs themselves. Aka Wittgenstein was right

Ian Hussey reposted

This ketamine study on bipolar depression reported substantial effects. Interestingly, the primary outcome was changed from 2w to 4w after start of recruitment, and one secondary outcome (MADRS suic item) was withdrawn. Unfortunately, no access to PDF jamanetwork.com/journals/jam...

jamanetwork.comSerial Ketamine Infusions for Treatment-Resistant Bipolar DepressionThe Ket-BD randomized clinical trial evaluates the efficacy, safety, and tolerability of adjunctive intravenous ketamine compared with midazolam for treatment-resistant bipolar I or II depression.

Ian Hussey reposted

SCOOP: Top researchers at Columbia, Stanford, and others thought they were elected to elite scientific societies alongside Nobel laureates. The catch? The organizations are a sham. I spent the last month diving deep into a massive academic scam spanning continents, for @nature.com

nature.comExclusive: Sham scientific societies are misleading star researchersA Nature investigation reveals a network of organizations that have been building their ranks through deceptive practices.

Ian Hussey reposted

Replying to @i4replication.bsky.social

Reproducibility depends heavily on where you start. From authors' final analysis data: ✅: 58.2% fully reproducible 🟡: 32.8% partially reproducible ❌: 9.0% not reproducible From raw data: ✅: 28.4% fully reproducible 🟡: 34.3% partially reproducible ❌: 37.3% not reproducible

Ian Hussey reposted

Applying this to a Cochrane review I've critiqued: Lenells et al. 2025, breastfeeding support to prevent postpartum depression. Ten RCTs; its one "may prevent" finding rests on a single small trial. Pre-registering an INSPECT-SR audit plus re-pooled analysis. wildetruth.substack.com/p/cochranes-...

wildetruth.substack.comCochrane's New Breastfeeding-Depression Review Misrepresents the EvidenceCochrane said they'd ask me to review it before publication; they didn't, published it today, and it's worse than I feared
Ian Hussey@ianhussey.mmmdata.io

"Systematic reviews are only as credible as the studies they include" INSPECT-SR was published yesterday, giving concrete guidance on how to exclude untrustworthy studies. Cochrane's statement: www.cochrane.org/about-us/new... Article: www.cochrane.org/about-us/new... Guidance: inspect-sr.com

Ian Hussey reposted

Ian Hussey reposted

I was involved in this! It was a cool learning experience and I got to work with a lovely team of researchers also interested in replication🤓

Institute for Replication@i4replication.bsky.social

Over the past two years, I4R partnered with Psychological Science (@psychscience.bsky.social) on a large reproducibility project. 67 independent teams reproduced 64 articles published in 2024–2025, about 44% of eligible papers. Paper: www.econstor.eu/bitstream/10... Here's what we learned 🧵

Ian Hussey reposted

I sincerely hope this paper will be seen as a turning point in how the medical sciences think and approach the issue of trustworthiness assessment (and I hope the social sciences follow suit!). Congrats to @jdwilko.bsky.social and colleagues (incl. @ianhussey.mmmdata.io and @lhdjung.bsky.social)!

INSPECT-SR – a tool for assessing the trustworthiness of randomized controlled trials – has been published today in @bmj.com, giving researchers a structured way to identify problematic studies before they're included in systematic reviews. 🔗 www.cochrane.org/about-us/new... #ResearchIntegrity

Ian Hussey reposted

Ian Hussey reposted

Replying to @syeducation.bsky.social

The paper was led by the excellent doctoral student Abby Person, who has a hilariously fake-sounding name when using her first and middle initials with her last name.

Ian Hussey reposted

Ian Hussey reposted

The cover-up is always worse than the crime? Harvard's latest filing says that Gino manipulated a file to cover-up fabrication, hid the laptop used to do it during the discovery process, and did more [redacted] destruction of evidence after being compelled by the court to share the laptop.

Ian Hussey reposted

MFW the work of a ”global keynote speaker on AI & Neuroscience” turns out to be AI slop all the way down

Ian Hussey@ianhussey.mmmdata.io

Reviews point out that it reads like AI slop, so I checked. The book contains 58 references to scientific articles and books. At least 6 are completely hallucinated. Several other are articles irrelevant to the claim. This is ironic given the author's public statements regarding AI and its misuse.