Hu Chuan-Peng
@hcp4715.bsky.social
Self cognition | computational modelling | meta-science, open science, diversity| amateur climber. @School of Psychology, Nanjing Normal University
Really love this kind of reality-check meta-research 👉“The struggle to make transparency mainstream: initial evidence for a slow uptake of open science practices in PhD theses”
royalsocietypublishing.org/doi/full/10....
royalsocietypublishing.org/doi/full/10....
November 5, 2025 at 3:05 AM
Really love this kind of reality-check meta-research 👉“The struggle to make transparency mainstream: initial evidence for a slow uptake of open science practices in PhD theses”
royalsocietypublishing.org/doi/full/10....
royalsocietypublishing.org/doi/full/10....
Great to see our content analysis of 27 Chinese youth depression scales finally out!
Following @eikofried.bsky.social excellent work on depression scales, we included 27 scales and quantified the heterogeneity by analyzing data from 12,000 youth who completed 4 of them.
Comments are welcome!
Following @eikofried.bsky.social excellent work on depression scales, we included 27 scales and quantified the heterogeneity by analyzing data from 12,000 youth who completed 4 of them.
Comments are welcome!
October 31, 2025 at 12:42 PM
Great to see our content analysis of 27 Chinese youth depression scales finally out!
Following @eikofried.bsky.social excellent work on depression scales, we included 27 scales and quantified the heterogeneity by analyzing data from 12,000 youth who completed 4 of them.
Comments are welcome!
Following @eikofried.bsky.social excellent work on depression scales, we included 27 scales and quantified the heterogeneity by analyzing data from 12,000 youth who completed 4 of them.
Comments are welcome!
Heading to Tokyo for the UN 4th open science & open scholarship conference. Excited to present our grassroots efforts in promoting open science in th Chinese community @chineseopensci.bsky.social
October 15, 2025 at 8:54 AM
Heading to Tokyo for the UN 4th open science & open scholarship conference. Excited to present our grassroots efforts in promoting open science in th Chinese community @chineseopensci.bsky.social
as a big fun of multiverse, I am really happy to see a nice tutorial was just out: psycnet.apa.org/record/2026-...
Congrats to @epronizius.bsky.social, @slewis5920.bsky.social @aggieerin.bsky.social & @psysciacc.bsky.social (sorry i did not follow all of the authors here) #Metascience #OpenScience
Congrats to @epronizius.bsky.social, @slewis5920.bsky.social @aggieerin.bsky.social & @psysciacc.bsky.social (sorry i did not follow all of the authors here) #Metascience #OpenScience
September 23, 2025 at 5:56 AM
as a big fun of multiverse, I am really happy to see a nice tutorial was just out: psycnet.apa.org/record/2026-...
Congrats to @epronizius.bsky.social, @slewis5920.bsky.social @aggieerin.bsky.social & @psysciacc.bsky.social (sorry i did not follow all of the authors here) #Metascience #OpenScience
Congrats to @epronizius.bsky.social, @slewis5920.bsky.social @aggieerin.bsky.social & @psysciacc.bsky.social (sorry i did not follow all of the authors here) #Metascience #OpenScience
Was a bit anxious sharing our Stage 1 RR at @pci-regreports.bsky.social (url: osf.io/vwmzh) since we only had preliminary results, but thankfully no one left during my talk.
Really enjoyed chatting w/ other speakers & was excited to meet @juliankosciessa.bsky.social, whose data we used.
#ICON2025
Really enjoyed chatting w/ other speakers & was excited to meet @juliankosciessa.bsky.social, whose data we used.
#ICON2025
September 21, 2025 at 11:13 AM
Was a bit anxious sharing our Stage 1 RR at @pci-regreports.bsky.social (url: osf.io/vwmzh) since we only had preliminary results, but thankfully no one left during my talk.
Really enjoyed chatting w/ other speakers & was excited to meet @juliankosciessa.bsky.social, whose data we used.
#ICON2025
Really enjoyed chatting w/ other speakers & was excited to meet @juliankosciessa.bsky.social, whose data we used.
#ICON2025
Enjoyed a nice walk in the woods in Dali, Yunan, but never dare to pick the mushrooms along the way.
July 14, 2025 at 8:41 AM
Enjoyed a nice walk in the woods in Dali, Yunan, but never dare to pick the mushrooms along the way.
where we analyzed the variability in experimental design in self-referential encoding task in fMRI studies and we also found huge variability across 66 fMRI studies that used "self-referential encoding task." we describe the results in a data paper in Chinese: doi.org/10.11922/11-...
July 6, 2025 at 2:31 AM
where we analyzed the variability in experimental design in self-referential encoding task in fMRI studies and we also found huge variability across 66 fMRI studies that used "self-referential encoding task." we describe the results in a data paper in Chinese: doi.org/10.11922/11-...
A super interesting meta-research on flexibility of exp design of reversal learning paradigm.
"methodological standards diverge dramatically across taxa... "The number of reversal phases differed more than threefold among groups."
osf.io/preprints/ps...
reminds me a similar work in my group ->
"methodological standards diverge dramatically across taxa... "The number of reversal phases differed more than threefold among groups."
osf.io/preprints/ps...
reminds me a similar work in my group ->
July 6, 2025 at 2:31 AM
A super interesting meta-research on flexibility of exp design of reversal learning paradigm.
"methodological standards diverge dramatically across taxa... "The number of reversal phases differed more than threefold among groups."
osf.io/preprints/ps...
reminds me a similar work in my group ->
"methodological standards diverge dramatically across taxa... "The number of reversal phases differed more than threefold among groups."
osf.io/preprints/ps...
reminds me a similar work in my group ->
We then coded how each indicator was created (still ongoing!).
For the 227 articles measuring parental education, we've identified 150 distinct "pipelines" so far. 👇
⚠️ WARNING: figure is ugly & results are VERY preliminary and subject to revision in our later analysis! ⚠️
For the 227 articles measuring parental education, we've identified 150 distinct "pipelines" so far. 👇
⚠️ WARNING: figure is ugly & results are VERY preliminary and subject to revision in our later analysis! ⚠️
June 21, 2025 at 3:17 PM
We then coded how each indicator was created (still ongoing!).
For the 227 articles measuring parental education, we've identified 150 distinct "pipelines" so far. 👇
⚠️ WARNING: figure is ugly & results are VERY preliminary and subject to revision in our later analysis! ⚠️
For the 227 articles measuring parental education, we've identified 150 distinct "pipelines" so far. 👇
⚠️ WARNING: figure is ugly & results are VERY preliminary and subject to revision in our later analysis! ⚠️
The most frequent indicators were parental education, followed by family income.
Crucially, many articles explicitly excluded participants' own education or even parental education from their SES measure.
Crucially, many articles explicitly excluded participants' own education or even parental education from their SES measure.
June 21, 2025 at 3:17 PM
The most frequent indicators were parental education, followed by family income.
Crucially, many articles explicitly excluded participants' own education or even parental education from their SES measure.
Crucially, many articles explicitly excluded participants' own education or even parental education from their SES measure.
Among the 418 articles where we identified SES info:
Most measured multiple indicators of SES & Two indicators was the most common. Some reported up to 10.
Most measured multiple indicators of SES & Two indicators was the most common. Some reported up to 10.
June 21, 2025 at 3:17 PM
Among the 418 articles where we identified SES info:
Most measured multiple indicators of SES & Two indicators was the most common. Some reported up to 10.
Most measured multiple indicators of SES & Two indicators was the most common. Some reported up to 10.
Some of you asked about this project. It is not dead! It is just in a "meta-researcher' block"
We're currently in the hardest phase: figuring out exactly how socio-economic status (SES) scores were constructed.
Just sharing some preliminary & ugly figures to show we're actively working on it 👇
We're currently in the hardest phase: figuring out exactly how socio-economic status (SES) scores were constructed.
Just sharing some preliminary & ugly figures to show we're actively working on it 👇
June 21, 2025 at 3:17 PM
Some of you asked about this project. It is not dead! It is just in a "meta-researcher' block"
We're currently in the hardest phase: figuring out exactly how socio-economic status (SES) scores were constructed.
Just sharing some preliminary & ugly figures to show we're actively working on it 👇
We're currently in the hardest phase: figuring out exactly how socio-economic status (SES) scores were constructed.
Just sharing some preliminary & ugly figures to show we're actively working on it 👇
A long while ago, w/ @yuqingc.bsky.social @psforscher.bsky.social @eikofried.bsky.social I registered a meta-research to study how socio-economic status (SES) was measured in cognitive neuroscience (osf.io/hwtxq) & we posted some very interesting (or alarming?) figure on X.
June 21, 2025 at 3:17 PM
A long while ago, w/ @yuqingc.bsky.social @psforscher.bsky.social @eikofried.bsky.social I registered a meta-research to study how socio-economic status (SES) was measured in cognitive neuroscience (osf.io/hwtxq) & we posted some very interesting (or alarming?) figure on X.
Please see the updated plot👇 @alelazic.bsky.social @lakens.bsky.social
June 20, 2025 at 2:22 PM
Please see the updated plot👇 @alelazic.bsky.social @lakens.bsky.social
⚠️ Crucial warning: Current "best practices" often ignore hidden costs (time, $) for developing regions.
📣 We call for MORE Global South voices to co-create inclusive standards!
Proactive engagement shapes FAIRER #OpenScience for all 🌍.
*(4/4)*
📣 We call for MORE Global South voices to co-create inclusive standards!
Proactive engagement shapes FAIRER #OpenScience for all 🌍.
*(4/4)*
June 19, 2025 at 3:06 PM
⚠️ Crucial warning: Current "best practices" often ignore hidden costs (time, $) for developing regions.
📣 We call for MORE Global South voices to co-create inclusive standards!
Proactive engagement shapes FAIRER #OpenScience for all 🌍.
*(4/4)*
📣 We call for MORE Global South voices to co-create inclusive standards!
Proactive engagement shapes FAIRER #OpenScience for all 🌍.
*(4/4)*
🔍 Key insight? Barriers are real (resources, access, incentives) – but actionable solutions exist!
We propose a gradual engagement ladder 📈: Start small → build/lead communities.
💡 Remember: You can engage in community at any time! *(2/4)
We propose a gradual engagement ladder 📈: Start small → build/lead communities.
💡 Remember: You can engage in community at any time! *(2/4)
June 19, 2025 at 3:06 PM
🔍 Key insight? Barriers are real (resources, access, incentives) – but actionable solutions exist!
We propose a gradual engagement ladder 📈: Start small → build/lead communities.
💡 Remember: You can engage in community at any time! *(2/4)
We propose a gradual engagement ladder 📈: Start small → build/lead communities.
💡 Remember: You can engage in community at any time! *(2/4)
🎉 After 2 years of work, our #OpenScience guide for researchers in developing countries is LIVE!
Check out our new preprint: osf.io/preprints/ps...
We map the opportunities 🌟 + barriers 🧱 facing Global South researchers.
*(1/4)*
Check out our new preprint: osf.io/preprints/ps...
We map the opportunities 🌟 + barriers 🧱 facing Global South researchers.
*(1/4)*
June 19, 2025 at 3:06 PM
🎉 After 2 years of work, our #OpenScience guide for researchers in developing countries is LIVE!
Check out our new preprint: osf.io/preprints/ps...
We map the opportunities 🌟 + barriers 🧱 facing Global South researchers.
*(1/4)*
Check out our new preprint: osf.io/preprints/ps...
We map the opportunities 🌟 + barriers 🧱 facing Global South researchers.
*(1/4)*
so, Academy of Management Journal does not allow preprint for manuscripts?
April 2, 2025 at 9:22 AM
so, Academy of Management Journal does not allow preprint for manuscripts?
I am definitely coming this year!🙋♂️
February 19, 2025 at 2:43 AM
I am definitely coming this year!🙋♂️
🥳thrilled that our dockerHDDM tutorial paper, after many years's work was published in my dream journal AMPPS of @psychscience.bsky.social 🤩
👇
doi.org/10.1177/2515....
The image's been downloaded 10K+⏬ docker Hub
Such a pleasure to work w/ Wanke, Ru Yuan, Haiyang & member of HDDM/HSSM team!
👇
doi.org/10.1177/2515....
The image's been downloaded 10K+⏬ docker Hub
Such a pleasure to work w/ Wanke, Ru Yuan, Haiyang & member of HDDM/HSSM team!
February 14, 2025 at 8:41 AM
🥳thrilled that our dockerHDDM tutorial paper, after many years's work was published in my dream journal AMPPS of @psychscience.bsky.social 🤩
👇
doi.org/10.1177/2515....
The image's been downloaded 10K+⏬ docker Hub
Such a pleasure to work w/ Wanke, Ru Yuan, Haiyang & member of HDDM/HSSM team!
👇
doi.org/10.1177/2515....
The image's been downloaded 10K+⏬ docker Hub
Such a pleasure to work w/ Wanke, Ru Yuan, Haiyang & member of HDDM/HSSM team!
Happy Spring Festival!
Yesterday, for the first time, my wife and I prepared the dinner on Chinese New Year's Eve (除夕) for my parents-in-law.
Yesterday, for the first time, my wife and I prepared the dinner on Chinese New Year's Eve (除夕) for my parents-in-law.
January 29, 2025 at 3:54 AM
Happy Spring Festival!
Yesterday, for the first time, my wife and I prepared the dinner on Chinese New Year's Eve (除夕) for my parents-in-law.
Yesterday, for the first time, my wife and I prepared the dinner on Chinese New Year's Eve (除夕) for my parents-in-law.
Great to see the meta-research, "Aberrant Abundance of Cronbach’s Alpha Values at .70", by @ianhussey.bsky.social, @taymalsalti.bsky.social, Frank Bosco, @malte.the100.ci and @ruben.the100.ci was published in AMPPS of @psychscience.bsky.social
journals.sagepub.com/doi/full/10....
journals.sagepub.com/doi/full/10....
January 19, 2025 at 2:36 AM
Great to see the meta-research, "Aberrant Abundance of Cronbach’s Alpha Values at .70", by @ianhussey.bsky.social, @taymalsalti.bsky.social, Frank Bosco, @malte.the100.ci and @ruben.the100.ci was published in AMPPS of @psychscience.bsky.social
journals.sagepub.com/doi/full/10....
journals.sagepub.com/doi/full/10....
Interesting, so many Americans pop out in Red Notebook (小红书)
January 15, 2025 at 9:40 AM
Interesting, so many Americans pop out in Red Notebook (小红书)
Interesting results, thanks for sharing!
Similar to our recent work on the reliability of another cognitive task -- matching task for self-prioritization effect, where we also tried both summary statistics and DDM:
osf.io/preprints/ps...
Similar to our recent work on the reliability of another cognitive task -- matching task for self-prioritization effect, where we also tried both summary statistics and DDM:
osf.io/preprints/ps...
December 18, 2024 at 2:33 PM
Interesting results, thanks for sharing!
Similar to our recent work on the reliability of another cognitive task -- matching task for self-prioritization effect, where we also tried both summary statistics and DDM:
osf.io/preprints/ps...
Similar to our recent work on the reliability of another cognitive task -- matching task for self-prioritization effect, where we also tried both summary statistics and DDM:
osf.io/preprints/ps...
Excited to be a recommender of @pci-regreports.bsky.social!
welcome to submit your stage 1 registered reports to us: rr.peercommunityin.org
welcome to submit your stage 1 registered reports to us: rr.peercommunityin.org
October 22, 2024 at 4:50 PM
Excited to be a recommender of @pci-regreports.bsky.social!
welcome to submit your stage 1 registered reports to us: rr.peercommunityin.org
welcome to submit your stage 1 registered reports to us: rr.peercommunityin.org