Hideki Sato reposted
I wrote a short opinion paper on the uncomfortable truth Quantitative Psychology likely has to face soon. osf.io/preprints/ps...
Hideki Sato
@hidekis.bsky.social
Assistant Prof at Fukushima Medical University | CBT, depression, rumination, dimensional models of psychopathology, patient‐reported outcome
306 followers476 following336 posts
Hideki Sato reposted
I wrote a short opinion paper on the uncomfortable truth Quantitative Psychology likely has to face soon. osf.io/preprints/ps...
Systematic review and meta-analysis of cognitive behavioral therapy for insomnia as a suicide prevention strategy www.nature.com/articles/s44...
A Call for Greater Transparency in Piloting doi.org/10.1177/2515...
Hideki Sato reposted
New paper! Despite qualitative researchers claiming that generalizability is not a goal, their published work does indeed contain generalizable claims. We document this and provide recommendations for how all researchers can better calibrate their generalizability claims. doi.org/10.1177/2515...
Hideki Sato reposted
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
Illuminating a joyless life: qualitative, transdiagnostic exploration of anhedonia doi.org/10.1192/bjo....
上の研究もこの研究もとても勉強になった。アンへドニアを単に「興味や喜びの喪失」と捉えてしまうと,アンへドニアを構成するその他の多様な体験に目が向かないリスクがある。 Understanding anhedonia: a qualitative study exploring loss of interest and pleasure in adolescent depression link.springer.com/article/10.1...
How do we know if clinical interventions for suicidality “work”? A scoping review of suicide trial outcomes doi.org/10.1037/cps0...
Hideki Sato reposted
"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...
This one maybe? www.nature.com/articles/s41...
Identifying distinct trajectories of change in anhedonia during psychological treatment for depression doi.org/10.1017/S003...
Hideki Sato reposted
Since our paper on the Changing How I Live Life (CHILL) Study is now out in Psychological Science (doi.org/10.1177/0956...), here's a LONG overdue post on the intervention work we've been doing the past few years! Have you ever wanted to change one of your personality traits?
Hideki Sato reposted
Hideki Sato reposted
🚨 Paper Alert 🚨 Our new study on the impact of a single small zombie trial on fluoxetine's overall efficacy estimation is out. With great colleagues @floriannaudet.bsky.social @richlyus.bsky.social and Gert van Valkenhoef 🧟♂️🧟♀️🧟 A longer 🧵 (1/n)
Hideki Sato reposted
Very cool new paper by @aleksakaurin.bsky.social, Mario Wenzel, @paulaphilippi.bsky.social using some of my K99 data: osf.io/preprints/ps... EMA studies often ask people how they feel several times a day. But when is a change bigger than measurement noise? And does the person actually feel change?
Hideki Sato reposted
NEW: researchers say one 'zombie' study in Iran, 20 years ago, has skewed the world's medical evidence base for using Prozac to treat depression in children. They stop short of saying don't use Prozac this way, but want clinical guidelines revised. @nature.com www.nature.com/articles/d41...
Hideki Sato reposted
If you read one paper on the conceptualization of mental health problems this year, make it this one. Much of it aligns closely with my views—bummer it's not published elsewhere. Curious what you think and which clinical, research, or logical weak spots you see. doi.org/10.3389/fpsy...
Hideki Sato reposted
Gave a talk in my dept. on the OSF transition. I wrote up a rough script of the session, which could be of interest to others. I synthesize existing resources and provide my own perspectives. Comments and corrections welcome! zenodo.org/records/2306...
Hideki Sato reposted
Our review introducing HiTOP to German-speaking readers will soon appear in Psychologische Rundschau, reviewed and approved by the Research & Publications Board of the HiTOP Society. English translation now on OSF: doi.org/10.31234/osf... @hitop-system.bsky.social
Hideki Sato reposted
📝 Excited to share an accepted first-authored paper at Clinical Psych Science! Why are so many mental disorders treated as unidimensional? We show support for 1-factor models is often just an artifact of conventional psychometric methods -- which weren't designed with psychopathology in mind.
Conventional psychometric practices preordain support for unidimensionality of diagnostic criteria sets: DSM-5 substance use disorder as a case example: https://osf.io/p9rzc
Barriers and facilitators to implementing patient-reported outcome and experience measures (PROMs/PREMs) in health systems: a comprehensive overview of systematic reviews www.sciencedirect.com/science/arti...
Hideki Sato reposted
New preprint with @violetsarebrown.bsky.social: "Measuring Up: Accessible Approaches for Improving Measurement Practices in Psychological Science." The aim of the paper is to reduce barriers to entry to doing measurement work in Psychology. #schmeasurement osf.io/preprints/ps...
Hideki Sato reposted
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.
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.
Hideki Sato reposted
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.
Interesting timing. I just noticed this paper: Hayes, S. C., Ciarrochi, J., Sahdra, B. K., Hofmann, S. G., Ong, C. W., & Hernández, C. (2026). One size fits none: A call for an idionomic revolution. Clinical Psychology Review, 129, 102800. doi.org/10.1016/j.cp...
Hideki Sato reposted
"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
Hideki Sato reposted
Hi all you researchers looking for ways to conduct independent, ecologically valid research on social media design - Great new paper for you: "Open Platform Field Experiments: Expanding the Design Space of Experimental Research on Social Media" arxiv.org/pdf/2609.21608
測定に関する再現可能性問題は,尺度の再利用しやすさも影響していると思う。Supplementary Tableも便利。 Making questionnaires easier to reuse: a call for standardized reporting of copyright and permission information link.springer.com/article/10.1...
Hideki Sato reposted
This is an *excellent* post on cluster analysis. If you ever thought about applying cluster, latent class or latent profile analysis to psychological scales, you absolutely should read this!>
New blog post: "Cluster analysis: A skeptic’s guide". In which I ask a few questions that social scientists wishing to identify hidden classes in their data ought to address. janhove.github.io/posts/2026-0...
Hideki Sato reposted
New blog post: "Cluster analysis: A skeptic’s guide". In which I ask a few questions that social scientists wishing to identify hidden classes in their data ought to address. janhove.github.io/posts/2026-0...
パーソナリティ特性尺度の得点は,時間経過に伴う状態の個人内変動がかなり大きいにもかかわらず,長期にわたって反復測定された状態の平均値と非常に良く一致する。 The incremental validity of average state self-reports over global self-reports of personality doi.org/10.1037/pspp...
この追試では,元の結果(自己報告された状態の平均値による追加的な効果はないという結果)が再現されている。 The incremental validity of average states: A replication and extension of Finnigan and Vazire (2018) doi.org/10.1037/pspp...
Hideki Sato reposted
Please anonymise your data before sharing ! At the @lmu-osc.bsky.social we promote responsible data sharing through data anonymisation, or the creation of synthetic data to share instead of sensitive data. Our self-paced tutorials: lmu-osc.github.io/data-anonymi... lmu-osc.github.io/synthetic-da...
1/ What is the prevalence of personally identifiable information (PII) in author-collected data publicly shared in the social sciences? We audited 327 replication packages from 11 leading journals in economics, political science, and psychology Answer: surprisingly high 🧵
Impairment in the hierarchical taxonomy of psychopathology doi.org/10.1037/pas0...
Hideki Sato reposted
New preprint: population-representative norms for the PID-5 and its short forms (PID-5-SF, PID-5-BF, PID5BF+M), conditional on age and gender, for the German population. With @andrekerber.bsky.social, Christoph Kemper & Katharina Weweck. osf.io/preprints/ps...
Hideki Sato reposted
Pretty excited to have just published our latest video, a clinical case example using HiTOP. This was a team effort with the Clinical Translation Workgroup, but very much led by the brilliant @tashtc.bsky.social ✨ We hope it might be useful, and are keen to hear any feedback! youtu.be/Hl6bA4roCNU
Hideki Sato reposted
Okay before I do write my screed about cluster analysis, please send me your favorite *positive* examples that illustrate the utility of the method!
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...
Hideki Sato reposted
"Remember that each patient a psychiatrist treats is effectively a single-subject prospective, open-label observational trial where the control group is the memory of every other similar patient who the psychiatrist has seen."
"But in my practice I see that these meds are working!" This is a good piece about the problems underlying such (common) beliefs in our field. Applies not just to psychiatrists of course (as the author points out at the end).
Hideki Sato reposted
Disease development trajectories in #MentalDisorders vary by diagnosis at first contact, sex, and age, with younger patients exhibiting more diagnostic shifts and psychiatric contacts, highlighting the need for targeted preventive care. ja.ma/4fNaQqs
Hideki Sato reposted
Our atlas of psychotherapy lists, for six major mental disorders, the unique psychological treatments studied in randomized trials, with protocol/manual references. You can also search by therapy macro-family, like CBT. ioanaalina.github.io/Psychotherap... Paper: pubmed.ncbi.nlm.nih.gov/42457338/
あさイチのシンポジウムもとても勉強になった。偏愛的といえるぐらい決定的な問いを立てられるか,ヒトを対象にした質の高いデータを取得できるかというのは,たしかに今後さらに大事になるだろうな。 このガイドもとても参考になる。 kairi-pf.com/documents/ps...
Psychological Inquiryのこの巻号での議論にも近い気がする。 www.tandfonline.com/toc/hpli20/3...
A dialectic on validity: Explanation-focused and the many ways of being human dergipark.org.tr/en/pub/ijate...
患者報告アウトカムにおける論証に基づく妥当性検証に関する論文。 Montreal Accord on Patient-Reported Outcomes (PROs) use series–Paper 7: modern perspectives of measurement validation emphasize justification of inferences based on patient reported outcome scores www.sciencedirect.com/science/arti...
Validity arguments for patient-reported outcomes: justifying the intended interpretation and use of data link.springer.com/article/10.1...
Constructing arguments for the interpretation and use of patient-reported outcome measures in research: an application of modern validity theory link.springer.com/article/10.1...
Hideki Sato reposted
I know that authors usually don’t pick headlines, but even then, this one is a bit bold for a piece that literally says “There are currently no scientifically valid biomarkers for any psychiatric condition, with the exception of certain proteins used to diagnose Alzheimer’s disease.”
There’s no blood test or brain scan that can diagnose depression, schizophrenia or other major mental illnesses. But researchers are hard at work on finding those biological markers. The next edition of psychiatry’s diagnostic manual will start to bring more biology into how we understand