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Andreas Brandmaier

@brandmaier

Research Methods. Multivariate Models. Individual differences. Lifespan. Reproducibility. R. Views are my own but you can keep them.

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23.10.2023
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Latest posts by Andreas Brandmaier @brandmaier

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Resources Here you can find a collection of things that may be helpful, including slide decks, a curated list of introductory papers and blog posts, as well as some infographics I have generated to explain v…

Just gave my last talk of the year!

2025 was quite packed, I gave talks about:
- the age-period-cohort problem
- making rigorous causal inference more mainstream
- mediation analysis
- marginaleffects
- causal graphs (x10)

If you're curious, check out my slides here: juliarohrer.com/resources/

18.12.2025 12:38 πŸ‘ 160 πŸ” 25 πŸ’¬ 5 πŸ“Œ 1
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What your audience is thinking about at your conference presentation. Cartoon from @upmicblog. #PhDchat #ECRchat #postdoc #gradschool

23.10.2025 03:30 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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@nature.com made a news piece on our new @pnas.org paper. Good job Anne Ravndal!
Men’s brains shrink faster than women’s: what that means for Alzheimer’s.
www.nature.com/articles/d41...

14.10.2025 06:25 πŸ‘ 11 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1
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#DataMethods #OpenScience

#GESISMethodsHub: An open portal for computational social science researchβ€”find tools, tutorials, and code, directly usable in your browser. Methods Hub makes it easy to learn, apply, and reproduce computational methods in the Social Sciences.

methodshub.gesis.org/

15.10.2025 08:00 πŸ‘ 29 πŸ” 19 πŸ’¬ 1 πŸ“Œ 1

Brilliant design! Makes me want to have a new website as well!

30.09.2025 05:55 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Psychological Methods is looking for Editorial Fellows. We are looking forward to applications of early-career psychologists who will bring experiential diversity to their work. If you are interested, reach out to me or directly apply here to work with a wonderful team: www.apa.org/pubs/journal...

16.09.2025 12:16 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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Anke Schneider and I put together a short brochure on sample size planning, aimed at Bachelor psychology students. Our goal: help students justify their sample size plan (other than just relying on defaults) and help avoid common pitfalls. πŸš€
For now, it’s only available in German.
osf.io/n46vg/

08.09.2025 09:41 πŸ‘ 5 πŸ” 1 πŸ’¬ 0 πŸ“Œ 1
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High levels of education linked to heightened brain tumor risk A university degree is linked to a heightened risk of developing a brain tumour, suggests a large observational study, published online in the Journal of Epidemiology & Community Health.

Also see the press release, which may have contributed to this by their opener "A university degree is linked to a heightened risk of developing a brain tumour":

medicalxpress.com/news/2016-06...

05.09.2025 06:37 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Not exactly 'low quality,' but a brilliant example of how correlational findings can start to take on a life of their own. The paper title is "Socioeconomic position and the risk of brain tumour" but see the Mirror's headline. Original paper: jech.bmj.com/content/70/1...

05.09.2025 06:36 πŸ‘ 3 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

What is their recommendation to use instead?

03.09.2025 09:04 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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Introducing the Simulation Studies Preregistration Template: Q&A with BjΓΆrn S. Siepe, FrantiΕ‘ek BartoΕ‘, and Samuel Pawel Initially submitted through COS’s open call for community-designed preregistration templates, the Simulation Studies Template is now part of the expanding collection of preregistration resources avail...

A new preregistration template for simulation studies is now live on OSF. Thanks to the creators and the preregistration template working group for proposing and shepherding this to make it available to users.

See the post if you would like to propose a new template.

www.cos.io/blog/introdu...

29.07.2025 13:49 πŸ‘ 27 πŸ” 14 πŸ’¬ 2 πŸ“Œ 2
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New preprint: Stop thinking of Cohen's d as an effect size.

Cohen's d confounds magnitude of effect and reliability. Yet, we pretend our measurements are flawless when interpreting it. What if we thought of Cohen’s d as a measure of detectability instead?

osf.io/preprints/ps...

29.07.2025 14:29 πŸ‘ 9 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Reevaluating the role of education on cognitive decline and brain aging in longitudinal cohorts across 33 Western countries - Nature Medicine In a large cross-national study, education was linked to better memory and larger brain volumes but not to slower cognitive or brain decline with age, suggesting that the association reflects early-li...

New study out in Nature Medicine: Education does not protect against age-related decline of memory. Read more here: Reevaluating the role of education on cognitive decline and brain aging in longitudinal cohorts across 33 Western countries www.nature.com/articles/s41...

28.07.2025 14:59 πŸ‘ 31 πŸ” 15 πŸ’¬ 2 πŸ“Œ 2

The package supports R/quarto files with small hiccups. The next package release will hopefully fully support quarto.

25.07.2025 11:11 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Why AI chatbots lie to us A few weeks ago, a colleague of mine needed to collect and format some data from a website, and he asked the latest version of Anthropic’s generative AI system, Claude, for help. Claude cheerfully agr...

In my latest (and last!) column for Science’s Expert Voices series, I write about the reasons behind AI chatbots’ β€œdeceptive” behaviors (and why Claude threatened a fictional CEO with blackmail).

www.science.org/doi/10.1126/...

24.07.2025 18:24 πŸ‘ 199 πŸ” 80 πŸ’¬ 8 πŸ“Œ 18
Automated Reproducibility Testing in R Markdown Computational results are considered reproducible if the same computation on the same data yields the same results if performed on a different computer or on the same computer later in time. Reproduci...

More info on the basics here: online.ucpress.edu/collabra/art...
And use cases in our vignettes, e.g.:
brandmaier.github.io/reproducible... -- click "Articles" to see more.

24.07.2025 12:40 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Want automated reproducibility checks for your R Markdown docs on GitHub?

reproducibleRchunks v1.2.0 is now on CRAN!
βœ… Generates GitHub Actions for cloud-based reproducibility checks (with cool badges)
πŸ“¦ Supports renv for dependency management
πŸ‘‰ cran.r-project.org/package=repr...

24.07.2025 12:36 πŸ‘ 25 πŸ” 8 πŸ’¬ 2 πŸ“Œ 0
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love when a paywall sounds like it’s drawing a gun on you

23.07.2025 13:54 πŸ‘ 19928 πŸ” 2179 πŸ’¬ 429 πŸ“Œ 93
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Finally: Ecologically valid MRI studies.

Seen at Max Planck Campus of Cognition #noai

18.07.2025 16:21 πŸ‘ 39 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1

Interested in the latest metascience? Come to Eindhoven October 17th to listen to Dr. Duygu Uygun-TunΓ§Β (University of Chicago) andΒ Dr. Lisa SpitzerΒ (Leibniz-Institut fΓΌr Psychologie) as keynote speakers, and Dr. Aaron Peikert for a workshop collaboration through Git! All free!

16.07.2025 18:53 πŸ‘ 20 πŸ” 11 πŸ’¬ 0 πŸ“Œ 1

The German Research Foundation @dfg.de publishes the English edition of their Funding Atlas!

11.07.2025 09:27 πŸ‘ 7 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0

gasps of awe!

11.07.2025 09:25 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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Discovering cognitive strategies with tiny recurrent neural networks - Nature Modelling biological decision-making with tiny recurrent neural networks enables more accurate predictions of animal choices than classical cognitive models and offers insights into the underlying cog...

Thrilled to see our TinyRNN paper in @nature! We show how tiny RNNs predict choices of individual subjects accurately while staying fully interpretable. This approach can transform how we model cognitive processes in both healthy and disordered decisions. doi.org/10.1038/s415...

02.07.2025 19:03 πŸ‘ 329 πŸ” 141 πŸ’¬ 9 πŸ“Œ 4
Automated Reproducibility Testing in R Markdown Computational results are considered reproducible if the same computation on the same data yields the same results if performed on a different computer or on the same computer later in time. Reproduci...

CRAN release of reproducibleRchunks v1.1.0 - now with full support of all standard knitr code chunk options.
There are also some example vignettes to get you started: brandmaier.github.io/reproducible...
or just read our Open Access article in Collabra: Psychology: doi.org/10.1525/coll... #rstats

02.07.2025 14:03 πŸ‘ 5 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1

@anoukbouma.bsky.social makes wonderful remarks on how scientific software often misses users' need. Where is the: "Design, test, and iterate" cycle in scientific software?

01.07.2025 08:53 πŸ‘ 2 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Yes, yes, yes. And particularly thank you for quoting the essential β€œWriting is thinking. To write well is to think clearly. That’s why it’s so hard.”

25.06.2025 14:45 πŸ‘ 9 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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AI, peer review and the human activity of science When researchers cede their scientific judgement to machines, we lose something important.

A few months ago, Nature published how-to guide for using ChatGPT to write your peer reviews in 30 minutes.

This is, of course, a horrible idea. Here’s my response with @jbakcoleman.bsky.social .

25.06.2025 13:01 πŸ‘ 594 πŸ” 233 πŸ’¬ 16 πŸ“Œ 25

@markuswb.bsky.social @myriamsander.bsky.social @yeeleeshing.bsky.social

13.06.2025 09:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

PCI Psychology is here!! πŸŽ‰πŸ₯³

After over a year of hard work by so many people, we are thrilled to announce that we are open for submissions! Join us in making publishing more efficient, equitable, and open: psych.peercommunityin.org
#PsychSciSky #scipub

11.06.2025 23:03 πŸ‘ 142 πŸ” 101 πŸ’¬ 1 πŸ“Œ 6
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What? How? Why?

12.06.2025 10:46 πŸ‘ 2 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0