Transformation starts at the periphery of networks where pushback is less - Scientific Reports
Scientific Reports - Transformation starts at the periphery of networks where pushback is less
Intervening on a central node in a network likely does little given that its connected neighbors will "flip it back" immediately. Happy to see this position supported now.
"Change is most likely [..] if it spreads first among relatively poorly connected nodes."
www.nature.com/articles/s41...
29.09.2025 09:16 โ ๐ 148 ๐ 54 ๐ฌ 5 ๐ 5
Models as Prediction Machines: How to Convert Confusing Coefficients into Clear Quantities
Abstract
Psychological researchers usually make sense of regression models by interpreting coefficient estimates directly. This works well enough for simple linear models, but is more challenging for more complex models with, for example, categorical variables, interactions, non-linearities, and hierarchical structures. Here, we introduce an alternative approach to making sense of statistical models. The central idea is to abstract away from the mechanics of estimation, and to treat models as โcounterfactual prediction machines,โ which are subsequently queried to estimate quantities and conduct tests that matter substantively. This workflow is model-agnostic; it can be applied in a consistent fashion to draw causal or descriptive inference from a wide range of models. We illustrate how to implement this workflow with the marginaleffects package, which supports over 100 different classes of models in R and Python, and present two worked examples. These examples show how the workflow can be applied across designs (e.g., observational study, randomized experiment) to answer different research questions (e.g., associations, causal effects, effect heterogeneity) while facing various challenges (e.g., controlling for confounders in a flexible manner, modelling ordinal outcomes, and interpreting non-linear models).
Figure illustrating model predictions. On the X-axis the predictor, annual gross income in Euro. On the Y-axis the outcome, predicted life satisfaction. A solid line marks the curve of predictions on which individual data points are marked as model-implied outcomes at incomes of interest. Comparing two such predictions gives us a comparison. We can also fit a tangent to the line of predictions, which illustrates the slope at any given point of the curve.
A figure illustrating various ways to include age as a predictor in a model. On the x-axis age (predictor), on the y-axis the outcome (model-implied importance of friends, including confidence intervals).
Illustrated are
1. age as a categorical predictor, resultings in the predictions bouncing around a lot with wide confidence intervals
2. age as a linear predictor, which forces a straight line through the data points that has a very tight confidence band and
3. age splines, which lies somewhere in between as it smoothly follows the data but has more uncertainty than the straight line.
Ever stared at a table of regression coefficients & wondered what you're doing with your life?
Very excited to share this gentle introduction to another way of making sense of statistical models (w @vincentab.bsky.social)
Preprint: doi.org/10.31234/osf...
Website: j-rohrer.github.io/marginal-psy...
25.08.2025 11:49 โ ๐ 973 ๐ 286 ๐ฌ 47 ๐ 20
APA PsycNet
This paper offers a set of recommendations for establishing strong experimental methods for both original research and replications in psychology
psycnet.apa.org/fulltext/202...
26.08.2025 15:20 โ ๐ 2 ๐ 2 ๐ฌ 0 ๐ 0
๐ Glad to see our paper out!
How researchers in developing countries & other resource-constrained contexts (can) practice #OpenScience, with free tools, training, success stories, & more.
๐ doi.org/10.1177/2515...
๐ osf.io/gu7v4
More in this thread by @hcp4715.bsky.social ๐ #AcademicSky #PsychSky
20.08.2025 11:12 โ ๐ 54 ๐ 27 ๐ฌ 1 ๐ 0
๐ค How can we study #consciousness between people, at the social level? ๐ง โจ New #preprint co-led by Anne Monnier & Lena Adel: โNow is the Time: Operationalizing Generative Neurophenomenology through Interpersonal Methodsโ ๐งต(1/3)
08.08.2025 15:16 โ ๐ 36 ๐ 14 ๐ฌ 2 ๐ 0
Basic Income Pilot Project / Study results
What does a universal basic income really achieve? Find the results of the first long-term German study here.
๐ฉ๐ช 3-year universal basic income (UBI) study, in which n=120 received UBI, n=1500 did not. Website is pretty neat, check it out for core findings.
www.pilotprojekt-grundeinkommen.de/en
25.07.2025 07:53 โ ๐ 105 ๐ 42 ๐ฌ 4 ๐ 2
We have 115 people registered so far and the early bird rates only last another 12 days! We've made it as cheap as we can*, so if you want 3 days of amazing body image talks, sign up fast!
18.07.2025 19:41 โ ๐ 2 ๐ 2 ๐ฌ 1 ๐ 0
Experimentology cover: title and curves for distributions.
Experimentology is out today!!! A group of us wrote a free online textbook for experimental methods, available at experimentology.io - the idea was to integrate open science into all aspects of the experimental workflow from planning to design, analysis, and writing.
01.07.2025 18:25 โ ๐ 533 ๐ 227 ๐ฌ 9 ๐ 15
Photograph of a stout wet black bug with dozens of tan-colored eggs on its back, some of them deflated after emergence. The bug is standing on a gray stone.
Happy Father's day as well to all the bug dads. Male water bugs, Belostomatidae, carry their partner's eggs around on their backs until they hatch, making sure the temperature and oxygen levels are acceptable, and the predators are at bay.
15.06.2025 17:23 โ ๐ 205 ๐ 40 ๐ฌ 2 ๐ 4
Hi! I registered but joined late because I got the time mixed up. Will the recording be shared? ๐
29.05.2025 16:11 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
I created this reading list on theory in psychology a while back, so it probably needs an update! Would love any recommendations for papers to include โ maybe I can turn this into a syllabus of sorts.
PDF of this reading list here: williamngiam.github.io/reading_list...
24.04.2025 13:23 โ ๐ 52 ๐ 17 ๐ฌ 2 ๐ 0
A figure depicting responses to the question โHow are body signals related to your mental healthโ, including both themes and example quotes. Broad themes included: (1) location of bodily sensations; (2) when sensations occur; (3) psychological symptoms and factors; (4) intensity and frequency of sensations, and (5) lifestyle factors.
Workshop contributors had a variety of initial thoughts in response to the question: โhow are bodily signals related to your mental health?โ This was conducted prior to any detailed information about the aims of the workshop, or the field's perceived notions of interoception. ๐งต4/n
01.04.2025 16:47 โ ๐ 21 ๐ 8 ๐ฌ 1 ๐ 1
The Cell Type Knowledge Explorer allows anyone to explore the diversity and complexity of the mouse, human, and non-human primate brain.
๐ง ๐ Explore this free and open resource at: knowledge.brain-map.org/celltypes
#BICCN #studyBRAIN #BrainAwarenessWeek
10.03.2025 20:39 โ ๐ 15 ๐ 4 ๐ฌ 0 ๐ 0
ABSTRACT DEADLINE: 15TH APRIL 2025
PERSPECTIVES IN BODY IMAGE:
AN INTERNATIONAL ONLINE CONFERENCE
SEPTEMBER 2025
16-18th
KEYNOTE SPEAKERS
Professor Anne Becker,
Harvard University
Professor Tracy Tylka,
Ohio State University
Scope of abstracts: Perceptual, affective and cultural perspectives are all welcome.
Organising committee: Prof Lynda Boothroyd, Dr Elizabeth Evans, Dr Vani Kakar,
Dr Catherine Preston & Dr Hannah Lewis
Administrative support: Dr Gemma Cornetti
LEARN MORE about the conference.
Submit Your Abstract HERE.
๐ Low-cost registration &
free for students from low- & middle-income countries!
We're excited to announce a new *online* conference on body image and appearance pressures/ideals!
Low cost, easy access, dual-language abstracts.
Share far and wide and come and join us in September!
Conference website:
lgboothroyd.webspace.durham.ac.uk/perspectives...
#PsychSkiSky
#Anthropology
29.01.2025 16:15 โ ๐ 12 ๐ 5 ๐ฌ 0 ๐ 2
1/6 ๐Meet ARIADNE!
Whether you're beginning your PhD journey or you are a senior researcher, it's your go-to resource collection to simplify academic life, just like we wished for during our PhDs. It's also a dynamic, ever-evolving, community-driven resource! ๐
19.10.2023 13:00 โ ๐ 24 ๐ 13 ๐ฌ 1 ๐ 1
Logo of the MindBrainBody Symposium
๐ฃ Come join us for the #MindBrainBody Symposium 2025!
๐ March 10-12, 2025
๐ Berlin & online
๐ mindbrainbody.de
Keynotes:
- Ivan de Araujo
- Nadine Gogolla
- Maria Ribeiro @ribeironeuro.bsky.social
- Markus Ullsperger
- Tor Wager
- Veronica Witte @veronicawitte.bsky.social
#interoception
25.11.2024 19:32 โ ๐ 134 ๐ 76 ๐ฌ 3 ๐ 7
Body and self: a dialogue between philosophy and neuroscience
Join us for the next BRNet seminar with Ana Tajadura-Jimรฉnez and Adrian Alsmith.
๐จ Save the Date! ๐จ
Join the next #BRNet Seminar:
๐ญ Body and Self: A Dialogue Between Philosophy and Neuroscience with @anatajadura.bsky.social & Adrian Alsmith.
๐
Jan 17, 2025
๐ Online
๐๏ธ Reserve your spot today: shorturl.at/nl3Ur
#Body #Philosophy #Neuroscience #Research
04.12.2024 10:28 โ ๐ 21 ๐ 13 ๐ฌ 2 ๐ 3
Sonido Amazรณnico
Listen to Sonido Amazรณnico on Spotify. Los Wembler's de Iquitos ยท Song ยท 2008.
also my fatherโs side is from Iquitos land of ayahuasqueros and psychedelic music
open.spotify.com/track/4Dd06g...
07.07.2024 22:10 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0
There has been some progress in education and scientific discipline, but there's still so much to do. For now, we can only imagine a better future for the region and the curious, talented minds interested in the interactions between body, behavior, and society.
07.07.2024 21:17 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
It would also contribute to the ethics of its usage and respect for the traditional practices of native Amazonian communities.
This and many other possibilities come to my mind.
07.07.2024 21:16 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Probably, the ancestral knowledge of ayahuasca studied with scientific methods from the perspective of young indigenous researchers would bring clear insights about how DMT interacts with our body, sense of consciousness, and spirituality.
07.07.2024 21:16 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
As a Peruvian, I think our cultural perspectives could contribute a lot to the now popular studies of consciousness, psychedelics, and the notion of the self and others.
07.07.2024 21:16 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0
Assistant Professor of Cognitive Neuroscience | UConn Psych Sciences | attention, cognition, mental health, development, environment, personalized neuroscience
arielleskeller.wixsite.com/attention
appliedcognitionlab.psychology.uconn.edu
opinions my own
Applied Cognition & Personalized Neuroscience Lab @ UConn
PI: Arielle Keller @ariellekeller.bsky.social
attention, cognition, mental health, development, environment, personalized neuroscience
appliedcognitionlab.psychology.uconn.edu
Science writer | Scientific American | New Scientist | NYTimes | Quanta Magazine | #BlackInSTEM
Stories on physics, math, astronomy! Also plays trombone.
I'm a philosopher, psychologist and neuroscientist studying vision, mental imagery, consciousness and introspection. As S.S. Stevens said "there are numerous pitfalls in this business." https://www.subjectivitylab.org
The largest nonprofit of scientists & physicians devoted to understanding the brain & nervous system. SfN.org
A forum in Biology, Ecology and Cognitive Science
Autistic and ADHD researcher focusing on minority stress, meta-science, and dehumanization of neurodivergent people in science and research. Big believer in #NothingAboutUsWithoutUs
cog.neuropsychology | neurodiversity, memory, time, motion & comics - Postdoc @ Tilburg University | writer and doodle artist elsewhere
Dedicated to fostering basic & applied research on affect and emotion defined across a diversity of fields. See our website for #AffectScience2025 details!
society-for-affective-science.org
The Botanical Society of America mission is to inspire and promote an inclusive global community committed to advancing fundamental knowledge and innovation in the botanical sciences for the benefit of people and the environment.
We're a neuroscience blog trying to make neuroscience accessible for everyone! Check it out here: https://neurofrontiers.blog
Autistic, mother of an autistic son, married with an just as autistic man. ADHD. Nerd. Interested in too many different things, for example science, tech, history, politics (especially the US) etc. Intelligence & empathy is everything, hate is nothing. ๐๐๐
Gender Scholar
Researching (a)sexualities, health communication, masculinities, contraception/safer sex, repro health, climate crisis, IR, peace/conflict studies, utopias/dystopias, mental health, media, history,...
https://orcid.org/0009-0009-7802-2721
Dedicated to helping neuroscientists stay current and build connections. Subscribe to receive the latest news and perspectives on neuroscience: www.thetransmitter.org/newsletters/
World Women in Neuroscience is an international organization dedicated to promoting the career development of women neuroscientists across the globe.
An online international conference for body image researchers.
https://lgboothroyd.webspace.durham.ac.uk/perspectives-in-body-image/
AI in Bio & Health & Therapeutic Development
Bio: https://linktr.ee/mnarayan
Substack: https://blog.neurostats.org
Peek into my brain: notes.manjarinarayan.org
Previously @dynotx @StanfordMed PhD@RiceU_ECE | BS@ECEILLINOIS
๐งช๐งฎโ๏ธ๐งฌ๐ง ๐ฅ๐ค๐โ๏ธ๐ฉบ๐ฉโ๐๐
Entomologist and Photographer in Austin, Texas.
https://www.alexanderwild.com
Emergence, Networks & Complexity | Collective Behavior(s) from Cells to Societies ๐งฌ๐ฆ ๐ง ๐
Prof. @UniPadova, Galileo's University | Lab: @comunelab.bsky.social | Web: https://linktr.ee/manlius
Thoughts at manlius.substack.com
Postdoc researcher at #TUDresden working on social touch, interpersonal synchrony and VR