Björn Siepe
@bsiepe.bsky.social
PhD Student in Psychological Methods (University of Marburg)
Interested in time series, simulation studies & open science
https://bsiepe.github.io
Interested in time series, simulation studies & open science
https://bsiepe.github.io
Pinned
We built the openESM database:
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python
Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python
Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
Reposted by Björn Siepe
Simulation studies have a conflict of interest problem. The same team:
- develops a new method
- designs a simulation study to evaluate it
However, the new method has to show good performance to get published.
We propose living synthetic benchmarks to address the issue (doi.org/10.48550/arX...).
- develops a new method
- designs a simulation study to evaluate it
However, the new method has to show good performance to get published.
We propose living synthetic benchmarks to address the issue (doi.org/10.48550/arX...).
October 23, 2025 at 4:02 PM
Simulation studies have a conflict of interest problem. The same team:
- develops a new method
- designs a simulation study to evaluate it
However, the new method has to show good performance to get published.
We propose living synthetic benchmarks to address the issue (doi.org/10.48550/arX...).
- develops a new method
- designs a simulation study to evaluate it
However, the new method has to show good performance to get published.
We propose living synthetic benchmarks to address the issue (doi.org/10.48550/arX...).
We built the openESM database:
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python
Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python
Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
October 22, 2025 at 7:34 PM
We built the openESM database:
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python
Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
▶️60 openly available experience sampling datasets (16K+ participants, 740K+ obs.) in one place
▶️Harmonized (meta-)data, fully open-source software
▶️Filter & search all data, simply download via R/Python
Find out more:
🌐 openesmdata.org
📝 doi.org/10.31234/osf...
Reposted by Björn Siepe
🚨 New preprint: We compared 13 methods for detecting momentary careless responding in the WARN-D data (206k+ obs.). Tutorials guide you through each method. The takeaway? Diverging results, inherent subjectivity (to varying degrees), and a clear need for further validation.
osf.io/preprints/ps...
osf.io/preprints/ps...
OSF
osf.io
September 22, 2025 at 6:52 PM
🚨 New preprint: We compared 13 methods for detecting momentary careless responding in the WARN-D data (206k+ obs.). Tutorials guide you through each method. The takeaway? Diverging results, inherent subjectivity (to varying degrees), and a clear need for further validation.
osf.io/preprints/ps...
osf.io/preprints/ps...
Reposted by Björn Siepe
Two new preprints on multilevel HMMs! Time series data is now pervasive in psychology and new methods are needed to model the dynamics in such data. Hidden Markov Models (HHMs) are powerful models for dynamics in which a system is switching between a number of discrete states.
September 22, 2025 at 11:10 AM
Two new preprints on multilevel HMMs! Time series data is now pervasive in psychology and new methods are needed to model the dynamics in such data. Hidden Markov Models (HHMs) are powerful models for dynamics in which a system is switching between a number of discrete states.
Reposted by Björn Siepe
Help us show there is support for offering registered reports at one of Psychology's leading method's journal! chng.it/TwwnVBScVb
Adopt Registered Reports at Psychological Methods
Can you spare a minute to help this campaign?
chng.it
August 21, 2025 at 6:44 PM
Help us show there is support for offering registered reports at one of Psychology's leading method's journal! chng.it/TwwnVBScVb
Reposted by Björn Siepe
Fair coins tend to land on the same side they started: evidence from 350,757 flips.
That's the title of our paper summarizing ~650 hours of coin-tossing experimentation just published in the Journal of the American Statistical Association.
doi.org/10.1080/0162...
That's the title of our paper summarizing ~650 hours of coin-tossing experimentation just published in the Journal of the American Statistical Association.
doi.org/10.1080/0162...
August 11, 2025 at 2:20 PM
Fair coins tend to land on the same side they started: evidence from 350,757 flips.
That's the title of our paper summarizing ~650 hours of coin-tossing experimentation just published in the Journal of the American Statistical Association.
doi.org/10.1080/0162...
That's the title of our paper summarizing ~650 hours of coin-tossing experimentation just published in the Journal of the American Statistical Association.
doi.org/10.1080/0162...
Reposted by Björn Siepe
New paper by @bsiepe.bsky.social & WARN-D team out now in JoPACS, on the (lack of) relation between EMA selfreport and Garmin passive data.
Guardian @theguardian.com coverage:
www.theguardian.com/technology/2...
Paper:
psycnet.apa.org/doiLanding?d...
🧪 #PsychSciSky #StatsSky #EpiSky
Guardian @theguardian.com coverage:
www.theguardian.com/technology/2...
Paper:
psycnet.apa.org/doiLanding?d...
🧪 #PsychSciSky #StatsSky #EpiSky
Smartwatches offer little insight into stress levels, researchers find
Academic study suggests devices cannot differentiate between someone being overworked and being excited
www.theguardian.com
August 11, 2025 at 10:51 AM
New paper by @bsiepe.bsky.social & WARN-D team out now in JoPACS, on the (lack of) relation between EMA selfreport and Garmin passive data.
Guardian @theguardian.com coverage:
www.theguardian.com/technology/2...
Paper:
psycnet.apa.org/doiLanding?d...
🧪 #PsychSciSky #StatsSky #EpiSky
Guardian @theguardian.com coverage:
www.theguardian.com/technology/2...
Paper:
psycnet.apa.org/doiLanding?d...
🧪 #PsychSciSky #StatsSky #EpiSky
Reposted by Björn Siepe
How Accurate & Consistent are Self-Report responses via Visual Analogue Scales (VAS) in Ecological Momentary Assessment & Digital Studies?
Examined in a massive EMA study (N = 3,761), our new #OpenAccess piece on this is just out:
online.ucpress.edu/collabra/art...
#PsychSciSky #AcademicSky
🧵:
Examined in a massive EMA study (N = 3,761), our new #OpenAccess piece on this is just out:
online.ucpress.edu/collabra/art...
#PsychSciSky #AcademicSky
🧵:
Accuracy and Consistency of Visual Analog Scales in Ecological Momentary Assessment and Digital Studies
The ubiquity of digital technologies has increased assessments of thoughts, behaviors, and experiences via electronic devices. Surveys on smartphones or laptops often implement Visual Analogue Scales ...
online.ucpress.edu
August 7, 2025 at 9:52 AM
How Accurate & Consistent are Self-Report responses via Visual Analogue Scales (VAS) in Ecological Momentary Assessment & Digital Studies?
Examined in a massive EMA study (N = 3,761), our new #OpenAccess piece on this is just out:
online.ucpress.edu/collabra/art...
#PsychSciSky #AcademicSky
🧵:
Examined in a massive EMA study (N = 3,761), our new #OpenAccess piece on this is just out:
online.ucpress.edu/collabra/art...
#PsychSciSky #AcademicSky
🧵:
I'm excited that our preregistration template for simulation studies is now available on OSF!
See below for a brief interview with the Center for Open Science about the template and why we created it..
See below for a brief interview with the Center for Open Science about the template and why we created it..
Simulation studies are widely used, but have historically lacked clear guidance around preregistration.
In response to this gap, a team of researchers have developed a new template for preregistering simulation studies, now available on OSF.
🚀 Read our Q&A: www.cos.io/blog/intr...
In response to this gap, a team of researchers have developed a new template for preregistering simulation studies, now available on OSF.
🚀 Read our Q&A: www.cos.io/blog/intr...
Introducing the Simulation Studies Preregistration Template: Q&A with Björn S. Siepe, František Bartoš, 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 available on the OSF.
www.cos.io
July 30, 2025 at 7:24 AM
I'm excited that our preregistration template for simulation studies is now available on OSF!
See below for a brief interview with the Center for Open Science about the template and why we created it..
See below for a brief interview with the Center for Open Science about the template and why we created it..
Reposted by Björn Siepe
1/2
Press release @unileiden.bsky.social about our upcoming JoPACS paper led by @bsiepe.bsky.social, showing that the overlap of similar constructs assessed via wearable vs EMA data is surprisingly low (n~850, 3 months).
www.universiteitleiden.nl/en/news/2025...
Press release @unileiden.bsky.social about our upcoming JoPACS paper led by @bsiepe.bsky.social, showing that the overlap of similar constructs assessed via wearable vs EMA data is surprisingly low (n~850, 3 months).
www.universiteitleiden.nl/en/news/2025...
Does your smartwatch say you’re stressed? It may often be wrong
Consumer grade smartwatches may not be as accurate as promised when measuring tiredness or stress. That conclusion is drawn by researchers Björn Siepe and Eiko Fried based on a comparison between smar...
www.universiteitleiden.nl
July 24, 2025 at 11:05 AM
1/2
Press release @unileiden.bsky.social about our upcoming JoPACS paper led by @bsiepe.bsky.social, showing that the overlap of similar constructs assessed via wearable vs EMA data is surprisingly low (n~850, 3 months).
www.universiteitleiden.nl/en/news/2025...
Press release @unileiden.bsky.social about our upcoming JoPACS paper led by @bsiepe.bsky.social, showing that the overlap of similar constructs assessed via wearable vs EMA data is surprisingly low (n~850, 3 months).
www.universiteitleiden.nl/en/news/2025...
I'm very happy to see meta-science on methods research getting more attention in the form of a great new call for papers!
I recently gave some talks on the existing literature on the quality and transparency of sim studies & ideas for future improvement. Slides: bsiepe.github.io/talks/2025-0...
I recently gave some talks on the existing literature on the quality and transparency of sim studies & ideas for future improvement. Slides: bsiepe.github.io/talks/2025-0...
July 21, 2025 at 3:21 PM
I'm very happy to see meta-science on methods research getting more attention in the form of a great new call for papers!
I recently gave some talks on the existing literature on the quality and transparency of sim studies & ideas for future improvement. Slides: bsiepe.github.io/talks/2025-0...
I recently gave some talks on the existing literature on the quality and transparency of sim studies & ideas for future improvement. Slides: bsiepe.github.io/talks/2025-0...
Reposted by Björn Siepe
Today, my first R-package was released on CRAN. 🎉
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
intervalpsych: Analyzing Interval Data in Psychometrics
Implements the Interval Consensus Model (ICM) for analyzing continuous bounded interval-valued responses in psychometrics using 'Stan' for 'Bayesian' estimation. Provides functions for transforming in...
cran.r-project.org
July 8, 2025 at 11:53 AM
Today, my first R-package was released on CRAN. 🎉
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
You can use it to analyze interval responses collected via dual range slider scales.
Thank you to my colleague @bsiepe.bsky.social for being such an enthusiastic co-author.
cran.r-project.org/web/packages...
Reposted by Björn Siepe
Self-control in daily life is more than willpower — but how well do commonly used trait scales capture this recent, broader view on self-control?
New preprint with @kaihorstmann.bsky.social & @mhennecke.bsky.social: osf.io/preprints/ps...
Short summary below.
New preprint with @kaihorstmann.bsky.social & @mhennecke.bsky.social: osf.io/preprints/ps...
Short summary below.
OSF
osf.io
June 19, 2025 at 8:50 AM
Self-control in daily life is more than willpower — but how well do commonly used trait scales capture this recent, broader view on self-control?
New preprint with @kaihorstmann.bsky.social & @mhennecke.bsky.social: osf.io/preprints/ps...
Short summary below.
New preprint with @kaihorstmann.bsky.social & @mhennecke.bsky.social: osf.io/preprints/ps...
Short summary below.
Reposted by Björn Siepe
🚀Postdoc position @unimarburg.bsky.social in the project:
"Bridging the Gap Between Verbal Psychological Theories & Formal Statistical Modeling with Large Language Models"
(funded by @volkswagenstiftung.de)
📅Start: 01.10.2025 | ⏳4 years
🔗 Apply now: uni-marburg.de/jhbCen
🔄 Thanks for sharing!
"Bridging the Gap Between Verbal Psychological Theories & Formal Statistical Modeling with Large Language Models"
(funded by @volkswagenstiftung.de)
📅Start: 01.10.2025 | ⏳4 years
🔗 Apply now: uni-marburg.de/jhbCen
🔄 Thanks for sharing!
Postdoc
uni-marburg.de
May 28, 2025 at 11:52 AM
🚀Postdoc position @unimarburg.bsky.social in the project:
"Bridging the Gap Between Verbal Psychological Theories & Formal Statistical Modeling with Large Language Models"
(funded by @volkswagenstiftung.de)
📅Start: 01.10.2025 | ⏳4 years
🔗 Apply now: uni-marburg.de/jhbCen
🔄 Thanks for sharing!
"Bridging the Gap Between Verbal Psychological Theories & Formal Statistical Modeling with Large Language Models"
(funded by @volkswagenstiftung.de)
📅Start: 01.10.2025 | ⏳4 years
🔗 Apply now: uni-marburg.de/jhbCen
🔄 Thanks for sharing!
Reposted by Björn Siepe
🚀 PhD Position in Psychological Methods at @unimarburg.bsky.social
📅 Start: 01.10.2025 | 💼 50% TV-H E13 | ⏳ 3 years
Focus on statistical modeling—Bayesian statistics, cognitive modeling, psychometrics.
🔗 Apply now: uni-marburg.de/r5dKTr
🔄 Thanks for sharing!
📅 Start: 01.10.2025 | 💼 50% TV-H E13 | ⏳ 3 years
Focus on statistical modeling—Bayesian statistics, cognitive modeling, psychometrics.
🔗 Apply now: uni-marburg.de/r5dKTr
🔄 Thanks for sharing!
May 15, 2025 at 1:31 PM
🚀 PhD Position in Psychological Methods at @unimarburg.bsky.social
📅 Start: 01.10.2025 | 💼 50% TV-H E13 | ⏳ 3 years
Focus on statistical modeling—Bayesian statistics, cognitive modeling, psychometrics.
🔗 Apply now: uni-marburg.de/r5dKTr
🔄 Thanks for sharing!
📅 Start: 01.10.2025 | 💼 50% TV-H E13 | ⏳ 3 years
Focus on statistical modeling—Bayesian statistics, cognitive modeling, psychometrics.
🔗 Apply now: uni-marburg.de/r5dKTr
🔄 Thanks for sharing!
Can we use features of dynamic networks (e.g. centrality) to improve treatment selection and outcome prediction?
New preprint on the topic: We highlight the role of uncertainty & introduce a Bayesian multilevel approach for uncertainty quantification of network features 🧵
osf.io/preprints/ps...
New preprint on the topic: We highlight the role of uncertainty & introduce a Bayesian multilevel approach for uncertainty quantification of network features 🧵
osf.io/preprints/ps...
April 28, 2025 at 8:31 AM
Can we use features of dynamic networks (e.g. centrality) to improve treatment selection and outcome prediction?
New preprint on the topic: We highlight the role of uncertainty & introduce a Bayesian multilevel approach for uncertainty quantification of network features 🧵
osf.io/preprints/ps...
New preprint on the topic: We highlight the role of uncertainty & introduce a Bayesian multilevel approach for uncertainty quantification of network features 🧵
osf.io/preprints/ps...
Reposted by Björn Siepe
Can't wait for June 5th!
Spending an entire day talking about meta-science with fellow young researchers is one of my favorite things to do
Join us! The more the merrier 🚀
Spending an entire day talking about meta-science with fellow young researchers is one of my favorite things to do
Join us! The more the merrier 🚀
🚀 Registrations & submissions are open for the PYMS Summer Symposium 2025!
Join us June 5th at Tilburg University for talks, a hackathon, dinner, and networking.
Travel funds available!
Deadline: April 30th!
Sign up: forms.gle/wABucttrY8Ur...
Join us June 5th at Tilburg University for talks, a hackathon, dinner, and networking.
Travel funds available!
Deadline: April 30th!
Sign up: forms.gle/wABucttrY8Ur...
PYMS Meeting (Summer 2025)
June 5, 2025
09:30 - 17:00
Tilburg University, Academia building, AZ17
https://youngmetascientists.github.io/
forms.gle
April 10, 2025 at 7:16 AM
Can't wait for June 5th!
Spending an entire day talking about meta-science with fellow young researchers is one of my favorite things to do
Join us! The more the merrier 🚀
Spending an entire day talking about meta-science with fellow young researchers is one of my favorite things to do
Join us! The more the merrier 🚀
Reposted by Björn Siepe
Are you doing EMA research and wonder how to go about it? In recent work we've adressed some open questions and challenges, here is a brief summary of papers and materials.
🧵 #PsychSciSky 🧪 #StatsSky
🧵 #PsychSciSky 🧪 #StatsSky
March 12, 2025 at 9:58 AM
Are you doing EMA research and wonder how to go about it? In recent work we've adressed some open questions and challenges, here is a brief summary of papers and materials.
🧵 #PsychSciSky 🧪 #StatsSky
🧵 #PsychSciSky 🧪 #StatsSky
Reposted by Björn Siepe
New preprint from our team. We reflect on the usage of VAR-based person-specific temporal networks with a key question:
do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
OSF
osf.io
March 4, 2025 at 2:33 PM
New preprint from our team. We reflect on the usage of VAR-based person-specific temporal networks with a key question:
do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
do we have sufficiently long time-series to estimate a VAR model without overfitting the data? Say no to models that "find meanings in random patterns".
osf.io/preprints/os...
Reposted by Björn Siepe
Excited to share that my first PhD paper got published! We explored the effects of correctly vs. failing to model true interactions in data. Can model misspecification lead to reversed conclusions? Which model generalizes better to a larger sample?
Read the article here: doi.org/10.3758/s134...
Read the article here: doi.org/10.3758/s134...
To interact or not to interact: The pros and cons of including interactions in linear regression models - Behavior Research Methods
Interaction effects are very common in the psychological literature. However, interaction effects are typically very small and often fail to replicate. In this study, we conducted a simulation compari...
doi.org
February 12, 2025 at 12:11 PM
Excited to share that my first PhD paper got published! We explored the effects of correctly vs. failing to model true interactions in data. Can model misspecification lead to reversed conclusions? Which model generalizes better to a larger sample?
Read the article here: doi.org/10.3758/s134...
Read the article here: doi.org/10.3758/s134...
Reposted by Björn Siepe
1/3
Tutorial on exploring ecological momentary assessment data is online at AMPPS, with:
- Accessible ways to visualize data for better understanding
- Models to get some first insights
- Further reading boxes for more advanced topics
- Reproducible pipeline you can run over your own data
Tutorial on exploring ecological momentary assessment data is online at AMPPS, with:
- Accessible ways to visualize data for better understanding
- Models to get some first insights
- Further reading boxes for more advanced topics
- Reproducible pipeline you can run over your own data
February 13, 2025 at 12:04 PM
1/3
Tutorial on exploring ecological momentary assessment data is online at AMPPS, with:
- Accessible ways to visualize data for better understanding
- Models to get some first insights
- Further reading boxes for more advanced topics
- Reproducible pipeline you can run over your own data
Tutorial on exploring ecological momentary assessment data is online at AMPPS, with:
- Accessible ways to visualize data for better understanding
- Models to get some first insights
- Further reading boxes for more advanced topics
- Reproducible pipeline you can run over your own data
Reposted by Björn Siepe
How Accurate & Consistent are Self-Report responses via Visual Analogue Scales (VAS) in Ecological Momentary Assessment & Digital Studies?
Examined in a large EMA study (N = 3,761) w/L. Cloos @bsiepe.bsky.social @marilynpicciri1.bsky.social @eikofried.bsky.social @shirleybwang.bsky.social ... 🧵:
Examined in a large EMA study (N = 3,761) w/L. Cloos @bsiepe.bsky.social @marilynpicciri1.bsky.social @eikofried.bsky.social @shirleybwang.bsky.social ... 🧵:
February 7, 2025 at 11:59 AM
How Accurate & Consistent are Self-Report responses via Visual Analogue Scales (VAS) in Ecological Momentary Assessment & Digital Studies?
Examined in a large EMA study (N = 3,761) w/L. Cloos @bsiepe.bsky.social @marilynpicciri1.bsky.social @eikofried.bsky.social @shirleybwang.bsky.social ... 🧵:
Examined in a large EMA study (N = 3,761) w/L. Cloos @bsiepe.bsky.social @marilynpicciri1.bsky.social @eikofried.bsky.social @shirleybwang.bsky.social ... 🧵:
Reposted by Björn Siepe
🏰 PhD position on computational modelling | collective dynamics | cultural evolution 🏰
Get in touch with any questions you might have and join me in beautiful Marburg!
stellenangebote.uni-marburg.de/jobposting/c... (Deutsch)
stellenangebote.uni-marburg.de/jobposting/3... (English)
Get in touch with any questions you might have and join me in beautiful Marburg!
stellenangebote.uni-marburg.de/jobposting/c... (Deutsch)
stellenangebote.uni-marburg.de/jobposting/3... (English)
February 3, 2025 at 8:52 AM
🏰 PhD position on computational modelling | collective dynamics | cultural evolution 🏰
Get in touch with any questions you might have and join me in beautiful Marburg!
stellenangebote.uni-marburg.de/jobposting/c... (Deutsch)
stellenangebote.uni-marburg.de/jobposting/3... (English)
Get in touch with any questions you might have and join me in beautiful Marburg!
stellenangebote.uni-marburg.de/jobposting/c... (Deutsch)
stellenangebote.uni-marburg.de/jobposting/3... (English)
Reposted by Björn Siepe
We have an opening for a PhD on creating simulation models guiding the selection of treatments for mental disorders at the University of Amsterdam with the NSMD consortium:
www.academictransfer.com/en/347555/ph...
www.academictransfer.com/en/347555/ph...
PhD Position: Simulation Tool to Compare Outcomes of Treatments in Psychopathology
We are looking for a PhD candidate to join our research project entitled “Simulation tool to compare outcomes of treatments in psychopathology”. The project is part of the Gravitation grant “New Scien...
www.academictransfer.com
December 9, 2024 at 2:15 PM
We have an opening for a PhD on creating simulation models guiding the selection of treatments for mental disorders at the University of Amsterdam with the NSMD consortium:
www.academictransfer.com/en/347555/ph...
www.academictransfer.com/en/347555/ph...
We (matzekloft.bsky.social, Semih Aktepe, @danielheck.bsky.social) recently participated in a robustness reproduction of articles in Nature Human Behaviour. It was a nice learning experience to check the reproducibility of others' code and to think about useful additional robustness analyses
Our paper on the acoustic features of infant directed speech published on @naturehumbehav.bsky.social (doi.org/10.1038/s415... w @chrismmcox.bsky.social) was assessed for reproducibility and robustness by @bsiepe.bsky.social & co. The experience was pretty amazing: impressive effort, 1/
doi.org
December 3, 2024 at 5:20 PM
We (matzekloft.bsky.social, Semih Aktepe, @danielheck.bsky.social) recently participated in a robustness reproduction of articles in Nature Human Behaviour. It was a nice learning experience to check the reproducibility of others' code and to think about useful additional robustness analyses