André Bittermann
@abitter.bsky.social
Senior researcher @zpid.bsky.social, PhD, psychologist, interested in Metascience, Text as Data, Bibliometrics, Computational Psychology
How FAIR is shared data in psychology?
We analyzed 11,384 datasets (2013–2024): They're findable, but less reusable!
What relates most to differences in FAIRness? #Repository choice.
👉 Preprint: doi.org/10.23668/psy...
@mariogollwitzer.bsky.social @kaisassenberg.bsky.social #metascience #SciSci
We analyzed 11,384 datasets (2013–2024): They're findable, but less reusable!
What relates most to differences in FAIRness? #Repository choice.
👉 Preprint: doi.org/10.23668/psy...
@mariogollwitzer.bsky.social @kaisassenberg.bsky.social #metascience #SciSci
October 21, 2025 at 5:48 AM
How FAIR is shared data in psychology?
We analyzed 11,384 datasets (2013–2024): They're findable, but less reusable!
What relates most to differences in FAIRness? #Repository choice.
👉 Preprint: doi.org/10.23668/psy...
@mariogollwitzer.bsky.social @kaisassenberg.bsky.social #metascience #SciSci
We analyzed 11,384 datasets (2013–2024): They're findable, but less reusable!
What relates most to differences in FAIRness? #Repository choice.
👉 Preprint: doi.org/10.23668/psy...
@mariogollwitzer.bsky.social @kaisassenberg.bsky.social #metascience #SciSci
Our trained #ML model can be found on PsychArchives: doi.org/10.23668/psy...
It is ready to be applied to other corpora to identify more translational papers.
Great collaboration with @cspetrule.bsky.social, Viktoria Ritter, Anke Haberkamp, Stefan G. Hofmann & @rief01.bsky.social 🙌
It is ready to be applied to other corpora to identify more translational papers.
Great collaboration with @cspetrule.bsky.social, Viktoria Ritter, Anke Haberkamp, Stefan G. Hofmann & @rief01.bsky.social 🙌
September 16, 2025 at 12:28 PM
Our trained #ML model can be found on PsychArchives: doi.org/10.23668/psy...
It is ready to be applied to other corpora to identify more translational papers.
Great collaboration with @cspetrule.bsky.social, Viktoria Ritter, Anke Haberkamp, Stefan G. Hofmann & @rief01.bsky.social 🙌
It is ready to be applied to other corpora to identify more translational papers.
Great collaboration with @cspetrule.bsky.social, Viktoria Ritter, Anke Haberkamp, Stefan G. Hofmann & @rief01.bsky.social 🙌
Happy to share that our #bibliometric analysis of #translational psychological treatment is now published OA in the latest issue of @apajournals.bsky.social's Clinical Psychology: Science and Practice! doi.org/10.1037/cps0...
Terminological inconsistency may threaten the progress of the field!
Terminological inconsistency may threaten the progress of the field!
September 16, 2025 at 12:17 PM
Happy to share that our #bibliometric analysis of #translational psychological treatment is now published OA in the latest issue of @apajournals.bsky.social's Clinical Psychology: Science and Practice! doi.org/10.1037/cps0...
Terminological inconsistency may threaten the progress of the field!
Terminological inconsistency may threaten the progress of the field!
Today, my dear colleague @annameret.bsky.social presented our work on data sharing in psychology at @icssi.bsky.social ✨We show that open data is findable, but less reusable.
Preprint coming soon, preregistration available on PsychArchives: doi.org/10.23668/psy...
#Metascience #SciSci #ICSSI2025
Preprint coming soon, preregistration available on PsychArchives: doi.org/10.23668/psy...
#Metascience #SciSci #ICSSI2025
June 16, 2025 at 4:03 PM
Today, my dear colleague @annameret.bsky.social presented our work on data sharing in psychology at @icssi.bsky.social ✨We show that open data is findable, but less reusable.
Preprint coming soon, preregistration available on PsychArchives: doi.org/10.23668/psy...
#Metascience #SciSci #ICSSI2025
Preprint coming soon, preregistration available on PsychArchives: doi.org/10.23668/psy...
#Metascience #SciSci #ICSSI2025
Using a machine learning approach informed by social impact theory, we found that researchers do not rely on a single influential figure in their network to change their behavior and migrate.
Instead, a critical mass of peers discussing the topic is considered relevant.
#ML #SocialPsychology
🧵3/4
Instead, a critical mass of peers discussing the topic is considered relevant.
#ML #SocialPsychology
🧵3/4
March 5, 2025 at 10:52 AM
Using a machine learning approach informed by social impact theory, we found that researchers do not rely on a single influential figure in their network to change their behavior and migrate.
Instead, a critical mass of peers discussing the topic is considered relevant.
#ML #SocialPsychology
🧵3/4
Instead, a critical mass of peers discussing the topic is considered relevant.
#ML #SocialPsychology
🧵3/4
Remember the old #Twitter and when you decided to migrate? How important were your peers for your decision?
In our current study, we use data from 250k researchers during the 2022 migration to #Mastodon to examine #socialinfluence within the research community.
👉 doi.org/10.23668/psy...
🧵1/4
In our current study, we use data from 250k researchers during the 2022 migration to #Mastodon to examine #socialinfluence within the research community.
👉 doi.org/10.23668/psy...
🧵1/4
March 5, 2025 at 10:52 AM
Remember the old #Twitter and when you decided to migrate? How important were your peers for your decision?
In our current study, we use data from 250k researchers during the 2022 migration to #Mastodon to examine #socialinfluence within the research community.
👉 doi.org/10.23668/psy...
🧵1/4
In our current study, we use data from 250k researchers during the 2022 migration to #Mastodon to examine #socialinfluence within the research community.
👉 doi.org/10.23668/psy...
🧵1/4
For our soon-to-be published study on translational psychological treatment, we developed a paper identification workflow using sentence embeddings and machine learning. This may come in handy for other studies in #bibliometrics!
👉 Preprint: doi.org/10.23668/psy...
#NLP #NLProc #ML #scientometrics
👉 Preprint: doi.org/10.23668/psy...
#NLP #NLProc #ML #scientometrics
March 4, 2025 at 10:29 AM
For our soon-to-be published study on translational psychological treatment, we developed a paper identification workflow using sentence embeddings and machine learning. This may come in handy for other studies in #bibliometrics!
👉 Preprint: doi.org/10.23668/psy...
#NLP #NLProc #ML #scientometrics
👉 Preprint: doi.org/10.23668/psy...
#NLP #NLProc #ML #scientometrics
On my way back from a great #SciSci workshop at @mi3lab.bsky.social, where I was happy to present our work on a computational psychology of science. Fruitful exchange with scholars from different fields - many thanks to @justinsulik.bsky.social and @euroscisci.bsky.social for making this happen!
February 21, 2025 at 6:02 PM
On my way back from a great #SciSci workshop at @mi3lab.bsky.social, where I was happy to present our work on a computational psychology of science. Fruitful exchange with scholars from different fields - many thanks to @justinsulik.bsky.social and @euroscisci.bsky.social for making this happen!
Last update in 2024 🚀 for PsychTopics, our #Rstats #ShinyApp that automatically identifies research topics in psychology from DE, AT, CH & LUX
Data source: PSYNDEX database of @zpid.bsky.social
Method: RollingLDA #TopicModeling (aclanthology.org/2022.sdp-1.2)
👉 abitter.shinyapps.io/psychtopics
Data source: PSYNDEX database of @zpid.bsky.social
Method: RollingLDA #TopicModeling (aclanthology.org/2022.sdp-1.2)
👉 abitter.shinyapps.io/psychtopics
December 18, 2024 at 10:40 AM
Last update in 2024 🚀 for PsychTopics, our #Rstats #ShinyApp that automatically identifies research topics in psychology from DE, AT, CH & LUX
Data source: PSYNDEX database of @zpid.bsky.social
Method: RollingLDA #TopicModeling (aclanthology.org/2022.sdp-1.2)
👉 abitter.shinyapps.io/psychtopics
Data source: PSYNDEX database of @zpid.bsky.social
Method: RollingLDA #TopicModeling (aclanthology.org/2022.sdp-1.2)
👉 abitter.shinyapps.io/psychtopics
Do you work with text data? Then our ✨topiclabels✨ #Rstats package may come in handy.
Using open #LLM, it automatically assigns a topic label to a bag of words.
It also works with all popular #TopicModeling packages!
👉 cran.r-project.org/package=topi...
👉 github.com/PetersFritz/...
Using open #LLM, it automatically assigns a topic label to a bag of words.
It also works with all popular #TopicModeling packages!
👉 cran.r-project.org/package=topi...
👉 github.com/PetersFritz/...
December 10, 2024 at 10:23 AM
Do you work with text data? Then our ✨topiclabels✨ #Rstats package may come in handy.
Using open #LLM, it automatically assigns a topic label to a bag of words.
It also works with all popular #TopicModeling packages!
👉 cran.r-project.org/package=topi...
👉 github.com/PetersFritz/...
Using open #LLM, it automatically assigns a topic label to a bag of words.
It also works with all popular #TopicModeling packages!
👉 cran.r-project.org/package=topi...
👉 github.com/PetersFritz/...
Happy to announce that our #Rstats package ✨topiclabels✨ has been updated on #CRAN 🎉
🤖Using open #LLMs, our package automatically assigns a topic label to a bag of words.
🤝It works with all popular #TopicModeling packages!
Find out more:
👉https://github.com/PetersFritz/topiclabels
🤖Using open #LLMs, our package automatically assigns a topic label to a bag of words.
🤝It works with all popular #TopicModeling packages!
Find out more:
👉https://github.com/PetersFritz/topiclabels
October 30, 2024 at 2:15 PM
Happy to announce that our #Rstats package ✨topiclabels✨ has been updated on #CRAN 🎉
🤖Using open #LLMs, our package automatically assigns a topic label to a bag of words.
🤝It works with all popular #TopicModeling packages!
Find out more:
👉https://github.com/PetersFritz/topiclabels
🤖Using open #LLMs, our package automatically assigns a topic label to a bag of words.
🤝It works with all popular #TopicModeling packages!
Find out more:
👉https://github.com/PetersFritz/topiclabels
Are researchers social media influencers? Can they change fellow scholars' behavior? And have they shaped the academic #TwitterMigration in 2022? Find out at #DGPs2024 in our talk on Tuesday, 10 a.m. in Hörsaal 27 of @univie.ac.at!
PreReg 👉 doi.org/10.23668/psy...
PreReg 👉 doi.org/10.23668/psy...
September 13, 2024 at 10:20 AM
Are researchers social media influencers? Can they change fellow scholars' behavior? And have they shaped the academic #TwitterMigration in 2022? Find out at #DGPs2024 in our talk on Tuesday, 10 a.m. in Hörsaal 27 of @univie.ac.at!
PreReg 👉 doi.org/10.23668/psy...
PreReg 👉 doi.org/10.23668/psy...
Delighted to have guest edited a tutorial paper on interactive data apps for #OpenData in the latest issue of PsychOpen's Europe's Journal of Psychology! A promising approach with #NLP and #python to facilitating data reuse in psychology and #OpenScience
👉 doi.org/10.5964/ejop...
👉 doi.org/10.5964/ejop...
September 2, 2024 at 6:44 AM
Delighted to have guest edited a tutorial paper on interactive data apps for #OpenData in the latest issue of PsychOpen's Europe's Journal of Psychology! A promising approach with #NLP and #python to facilitating data reuse in psychology and #OpenScience
👉 doi.org/10.5964/ejop...
👉 doi.org/10.5964/ejop...
✨ Now available ✨
Together with @afischer1985.bsky.social, I guest-edited the Special Issue " #NLProc in #Psychology " in Zeitschrift für Psychologie.
Seven original articles demonstrate how text can be used as data in psychological research.
👉 doi.org/10.1027/2151...
Together with @afischer1985.bsky.social, I guest-edited the Special Issue " #NLProc in #Psychology " in Zeitschrift für Psychologie.
Seven original articles demonstrate how text can be used as data in psychological research.
👉 doi.org/10.1027/2151...
July 15, 2024 at 6:50 AM
✨ Now available ✨
Together with @afischer1985.bsky.social, I guest-edited the Special Issue " #NLProc in #Psychology " in Zeitschrift für Psychologie.
Seven original articles demonstrate how text can be used as data in psychological research.
👉 doi.org/10.1027/2151...
Together with @afischer1985.bsky.social, I guest-edited the Special Issue " #NLProc in #Psychology " in Zeitschrift für Psychologie.
Seven original articles demonstrate how text can be used as data in psychological research.
👉 doi.org/10.1027/2151...
"Potenziale von #KI für die Personalisierung von (Weiter-)Bildung" - der Vortrag von @afischer1985.bsky.social
ist nun im @zpid.bsky.social Mediacenter frei verfügbar!
👉 zpid.cloud.panopto.eu/Panopto/Page...
#TextAsData #Embeddings #LLM #NLP #Education
ist nun im @zpid.bsky.social Mediacenter frei verfügbar!
👉 zpid.cloud.panopto.eu/Panopto/Page...
#TextAsData #Embeddings #LLM #NLP #Education
April 2, 2024 at 7:54 AM
"Potenziale von #KI für die Personalisierung von (Weiter-)Bildung" - der Vortrag von @afischer1985.bsky.social
ist nun im @zpid.bsky.social Mediacenter frei verfügbar!
👉 zpid.cloud.panopto.eu/Panopto/Page...
#TextAsData #Embeddings #LLM #NLP #Education
ist nun im @zpid.bsky.social Mediacenter frei verfügbar!
👉 zpid.cloud.panopto.eu/Panopto/Page...
#TextAsData #Embeddings #LLM #NLP #Education
Letzte Woche hatten wir @afischer1985.bsky.social vom f-bb zu Gast im @zpid.bsky.social Kolloq. Seine Ideen mit #SentenceEmbeddings haben uns direkt zur Lösung eines Textklassifikationsproblems inspiriert😌Die großartigen Folien seines #KI Talks sind nun auf PsychArchives! dx.doi.org/10.23668/psy...
March 20, 2024 at 1:32 PM
Letzte Woche hatten wir @afischer1985.bsky.social vom f-bb zu Gast im @zpid.bsky.social Kolloq. Seine Ideen mit #SentenceEmbeddings haben uns direkt zur Lösung eines Textklassifikationsproblems inspiriert😌Die großartigen Folien seines #KI Talks sind nun auf PsychArchives! dx.doi.org/10.23668/psy...
Are you interested in #MobileSensing? 📱📈 Have a look at the open materials of the Smartphone Sensing Panel Study at @zpid.bsky.social's PsychArchives.org repository:
👉 www.psycharchives.org/en/browse/?q...
Find #OpenData, the study protocol, and more!
#Psychology #LongitudinalData
👉 www.psycharchives.org/en/browse/?q...
Find #OpenData, the study protocol, and more!
#Psychology #LongitudinalData
January 23, 2024 at 12:59 PM
Are you interested in #MobileSensing? 📱📈 Have a look at the open materials of the Smartphone Sensing Panel Study at @zpid.bsky.social's PsychArchives.org repository:
👉 www.psycharchives.org/en/browse/?q...
Find #OpenData, the study protocol, and more!
#Psychology #LongitudinalData
👉 www.psycharchives.org/en/browse/?q...
Find #OpenData, the study protocol, and more!
#Psychology #LongitudinalData
On my way back from the METSTI 23 workshop in London 🚄 Thanks @idorsch.bsky.social + team for organizing this event - most interesting talks and inspiring scholars!
I am honored that our study on the academic #TwitterMigration won a best paper award - and a Bluesky overlay 😄
I am honored that our study on the academic #TwitterMigration won a best paper award - and a Bluesky overlay 😄
October 29, 2023 at 1:03 PM
On my way back from the METSTI 23 workshop in London 🚄 Thanks @idorsch.bsky.social + team for organizing this event - most interesting talks and inspiring scholars!
I am honored that our study on the academic #TwitterMigration won a best paper award - and a Bluesky overlay 😄
I am honored that our study on the academic #TwitterMigration won a best paper award - and a Bluesky overlay 😄