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Dominik Deffner

@dominikdeffner.bsky.social

Assistant Professor for Computational Modelling of Behaviour @unimarburg.bsky.social | (Social) decision-making and (cultural) evolution | Website: https://www.uni-marburg.de/en/fb04/team-deffner/deffner

1,432 Followers  |  1,048 Following  |  68 Posts  |  Joined: 03.10.2023  |  2.0836

Latest posts by dominikdeffner.bsky.social on Bluesky

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Culture is critical in driving orangutan diet development past individual potentials - Nature Human Behaviour Howard-Spink et al. develop an empirically based model of orangutan diet development, which suggests that social learning is vital for orangutans to acquire varied diets.

Our New Paper is out in Nature Human Behaviour: 🚨 Culture is critical in driving orangutan diet development past individual potentials! 🦧 www.nature.com/articles/s41.... See 🧡

24.11.2025 11:05 β€” πŸ‘ 69    πŸ” 28    πŸ’¬ 3    πŸ“Œ 9

Postdoc position in individual-level incentives, social
learning, and payoff-biased imitation shape group-level accuracy in complex prediction and decision-making tasks in Konstanz

files.newsletter2go.com/l3slzozn/s_i...

17.11.2025 09:27 β€” πŸ‘ 28    πŸ” 27    πŸ’¬ 1    πŸ“Œ 1
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Positions available - Max Planck Institute for Evolutionary Anthropology

Fully funded #PhDposition in Comparative Cultural Psychology @mpi-eva-leipzig.bsky.social.
We will use touchscreen experiments & eyetracking to study mental simulations in nonhuman apes & human children across different cultures.

All info here: www.eva.mpg.de/career/posit...
Please share / apply!πŸ™

13.11.2025 08:33 β€” πŸ‘ 54    πŸ” 75    πŸ’¬ 0    πŸ“Œ 0
Each dyad (a, b) moves through four discrete states over time, represented by coloured circles. The dyad remains in a given state for a certain duration, or "holding time", before transitioning to a new state according to state-specific transition probabilities, indicated by arrows showing all possible (non-zero) transitions. Paintings by Sofia M. Pereira & Judith von Nordheim.

Each dyad (a, b) moves through four discrete states over time, represented by coloured circles. The dyad remains in a given state for a certain duration, or "holding time", before transitioning to a new state according to state-specific transition probabilities, indicated by arrows showing all possible (non-zero) transitions. Paintings by Sofia M. Pereira & Judith von Nordheim.

New paper!

We propose a framework to empirically study animal social relationships by modelling social network (SN) data as time-seriesβ€”that is, without the need to aggregate them over time.

www.biorxiv.org/content/10.1...

12.11.2025 11:54 β€” πŸ‘ 87    πŸ” 36    πŸ’¬ 1    πŸ“Œ 2
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Sage Journals: Discover world-class research Subscription and open access journals from Sage, the world's leading independent academic publisher.

Do people remember where things are relative to their body (e.g. my left side) or relative to the environment (the North/uphill side)? The answer is both at once, according to my new paper now out in Psychological Science! 🧡 journals.sagepub.com/doi/10.1177/...

12.11.2025 13:00 β€” πŸ‘ 21    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0
A table showing profit margins of major publishers. A snippet of text related to this table is below.

1. The four-fold drain
1.1 Money
Currently, academic publishing is dominated by profit-oriented, multinational companies for
whom scientific knowledge is a commodity to be sold back to the academic community who
created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis,
which collectively generated over US$7.1 billion in revenue from journal publishing in 2024
alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit
margins have always been over 30% in the last five years, and for the largest publisher
(Elsevier) always over 37%.
Against many comparators, across many sectors, scientific publishing is one of the most
consistently profitable industries (Table S1). These financial arrangements make a substantial
difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor &
Francis revenues were generated in North America, meaning that North American
researchers were charged over US$2.27 billion by just two for-profit publishers. The
Canadian research councils and the US National Science Foundation were allocated US$9.3
billion in that year.

A table showing profit margins of major publishers. A snippet of text related to this table is below. 1. The four-fold drain 1.1 Money Currently, academic publishing is dominated by profit-oriented, multinational companies for whom scientific knowledge is a commodity to be sold back to the academic community who created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis, which collectively generated over US$7.1 billion in revenue from journal publishing in 2024 alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit margins have always been over 30% in the last five years, and for the largest publisher (Elsevier) always over 37%. Against many comparators, across many sectors, scientific publishing is one of the most consistently profitable industries (Table S1). These financial arrangements make a substantial difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor & Francis revenues were generated in North America, meaning that North American researchers were charged over US$2.27 billion by just two for-profit publishers. The Canadian research councils and the US National Science Foundation were allocated US$9.3 billion in that year.

A figure detailing the drain on researcher time.

1. The four-fold drain

1.2 Time
The number of papers published each year is growing faster than the scientific workforce,
with the number of papers per researcher almost doubling between 1996 and 2022 (Figure
1A). This reflects the fact that publishers’ commercial desire to publish (sell) more material
has aligned well with the competitive prestige culture in which publications help secure jobs,
grants, promotions, and awards. To the extent that this growth is driven by a pressure for
profit, rather than scholarly imperatives, it distorts the way researchers spend their time.
The publishing system depends on unpaid reviewer labour, estimated to be over 130 million
unpaid hours annually in 2020 alone (9). Researchers have complained about the demands of
peer-review for decades, but the scale of the problem is now worse, with editors reporting
widespread difficulties recruiting reviewers. The growth in publications involves not only the
authors’ time, but that of academic editors and reviewers who are dealing with so many
review demands.
Even more seriously, the imperative to produce ever more articles reshapes the nature of
scientific inquiry. Evidence across multiple fields shows that more papers result in
β€˜ossification’, not new ideas (10). It may seem paradoxical that more papers can slow
progress until one considers how it affects researchers’ time. While rewards remain tied to
volume, prestige, and impact of publications, researchers will be nudged away from riskier,
local, interdisciplinary, and long-term work. The result is a treadmill of constant activity with
limited progress whereas core scholarly practices – such as reading, reflecting and engaging
with others’ contributions – is de-prioritized. What looks like productivity often masks
intellectual exhaustion built on a demoralizing, narrowing scientific vision.

A figure detailing the drain on researcher time. 1. The four-fold drain 1.2 Time The number of papers published each year is growing faster than the scientific workforce, with the number of papers per researcher almost doubling between 1996 and 2022 (Figure 1A). This reflects the fact that publishers’ commercial desire to publish (sell) more material has aligned well with the competitive prestige culture in which publications help secure jobs, grants, promotions, and awards. To the extent that this growth is driven by a pressure for profit, rather than scholarly imperatives, it distorts the way researchers spend their time. The publishing system depends on unpaid reviewer labour, estimated to be over 130 million unpaid hours annually in 2020 alone (9). Researchers have complained about the demands of peer-review for decades, but the scale of the problem is now worse, with editors reporting widespread difficulties recruiting reviewers. The growth in publications involves not only the authors’ time, but that of academic editors and reviewers who are dealing with so many review demands. Even more seriously, the imperative to produce ever more articles reshapes the nature of scientific inquiry. Evidence across multiple fields shows that more papers result in β€˜ossification’, not new ideas (10). It may seem paradoxical that more papers can slow progress until one considers how it affects researchers’ time. While rewards remain tied to volume, prestige, and impact of publications, researchers will be nudged away from riskier, local, interdisciplinary, and long-term work. The result is a treadmill of constant activity with limited progress whereas core scholarly practices – such as reading, reflecting and engaging with others’ contributions – is de-prioritized. What looks like productivity often masks intellectual exhaustion built on a demoralizing, narrowing scientific vision.

A table of profit margins across industries. The section of text related to this table is below:

1. The four-fold drain
1.1 Money
Currently, academic publishing is dominated by profit-oriented, multinational companies for
whom scientific knowledge is a commodity to be sold back to the academic community who
created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis,
which collectively generated over US$7.1 billion in revenue from journal publishing in 2024
alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit
margins have always been over 30% in the last five years, and for the largest publisher
(Elsevier) always over 37%.
Against many comparators, across many sectors, scientific publishing is one of the most
consistently profitable industries (Table S1). These financial arrangements make a substantial
difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor &
Francis revenues were generated in North America, meaning that North American
researchers were charged over US$2.27 billion by just two for-profit publishers. The
Canadian research councils and the US National Science Foundation were allocated US$9.3
billion in that year.

A table of profit margins across industries. The section of text related to this table is below: 1. The four-fold drain 1.1 Money Currently, academic publishing is dominated by profit-oriented, multinational companies for whom scientific knowledge is a commodity to be sold back to the academic community who created it. The dominant four are Elsevier, Springer Nature, Wiley and Taylor & Francis, which collectively generated over US$7.1 billion in revenue from journal publishing in 2024 alone, and over US$12 billion in profits between 2019 and 2024 (Table 1A). Their profit margins have always been over 30% in the last five years, and for the largest publisher (Elsevier) always over 37%. Against many comparators, across many sectors, scientific publishing is one of the most consistently profitable industries (Table S1). These financial arrangements make a substantial difference to science budgets. In 2024, 46% of Elsevier revenues and 53% of Taylor & Francis revenues were generated in North America, meaning that North American researchers were charged over US$2.27 billion by just two for-profit publishers. The Canadian research councils and the US National Science Foundation were allocated US$9.3 billion in that year.

The costs of inaction are plain: wasted public funds, lost researcher time, compromised
scientific integrity and eroded public trust. Today, the system rewards commercial publishers
first, and science second. Without bold action from the funders we risk continuing to pour
resources into a system that prioritizes profit over the advancement of scientific knowledge.

The costs of inaction are plain: wasted public funds, lost researcher time, compromised scientific integrity and eroded public trust. Today, the system rewards commercial publishers first, and science second. Without bold action from the funders we risk continuing to pour resources into a system that prioritizes profit over the advancement of scientific knowledge.

We wrote the Strain on scientific publishing to highlight the problems of time & trust. With a fantastic group of co-authors, we present The Drain of Scientific Publishing:

a 🧡 1/n

Drain: arxiv.org/abs/2511.04820
Strain: direct.mit.edu/qss/article/...
Oligopoly: direct.mit.edu/qss/article/...

11.11.2025 11:52 β€” πŸ‘ 597    πŸ” 427    πŸ’¬ 8    πŸ“Œ 60
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β€˜Google Maps’ for Roman roads reveals vast extent of ancient network A high-resolution digital map nearly doubles the known length of the ancient road network.

This will spark some great papers: an open digital dataset of roads in the Roman Empire
www.nature.com/articles/d41...

09.11.2025 13:38 β€” πŸ‘ 46    πŸ” 16    πŸ’¬ 2    πŸ“Œ 3
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Part of a startup project funded by Max Planck Innovation's MAX!mize program, we're developing next-generation software for automated analysis of animal social behavior. We have this opening:
Software Engineer (m/f/d) (80 - 100 %) Behavioral Analysis Platform Development
Details : lnkd.in/ewXgnBmV

07.11.2025 16:46 β€” πŸ‘ 5    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
The Interval Consensus Model: Aggregating Continuous Bounded Interval Responses | Psychometrika | Cambridge Core The Interval Consensus Model: Aggregating Continuous Bounded Interval Responses

The final paper of my dissertation has just been published in Psychometrika (@pmetricsoc.bsky.social). Many thanks to @bsiepe.bsky.social and @danielheck.bsky.social, who co-authored it with me.

www.cambridge.org/core/journal...

04.11.2025 10:03 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 1    πŸ“Œ 1

Does JavaScript….go hard?!??

24.10.2025 05:54 β€” πŸ‘ 39    πŸ” 5    πŸ’¬ 2    πŸ“Œ 1
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When parental care hurts: Extended parental care and the evolution of overparenting Abstract. In recent years, childrearing in high-income countries has become described as β€˜relentless’ in its demands on parents. In response to growing del

New paper out today with Zhian Chen.

We argue that modern intensive parenting is not only exhausting for parents, but in some cases disrupts healthy child development.

What is 'overparenting'? And can evolutionary theory help us understand how we got here?

academic.oup.com/emph/advance...

21.10.2025 18:53 β€” πŸ‘ 44    πŸ” 18    πŸ’¬ 0    πŸ“Œ 3
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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
πŸ“ doi.org/10.31234/osf...

22.10.2025 19:34 β€” πŸ‘ 269    πŸ” 140    πŸ’¬ 14    πŸ“Œ 13
ERC funded PhD position on Cultural Evolution ERC funded PhD position on Cultural Evolution posted on October 16, 2025 We are currently seeking a highly motivated individual for a ful...

Fully-funded 4-year #PhD in Cultural Evolution! Join my @erc.europa.eu project exploring how compression & compositionality drive cultural innovation: hmc-lab.com/ERCPhDCultur...
Apply by Nov 12!
Maybe of interest to folks from #COSMOS2025 or @eslr.bsky.social? Please feel free to share! πŸ™

20.10.2025 09:32 β€” πŸ‘ 65    πŸ” 62    πŸ’¬ 1    πŸ“Œ 3
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How do humans keep inventing tools and technologies that no single person could create alone?

Our new preprint, led by
@anilyaman.bsky.social & @ts-brain.bsky.social
shows that semantic knowledge guides innovation and drives cultural evolution. πŸ§ πŸ“˜ arxiv.org/abs/2510.12837

16.10.2025 13:48 β€” πŸ‘ 97    πŸ” 32    πŸ’¬ 1    πŸ“Œ 0
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🚨 New preprint 🚨

Analyzing the academic trajectories of 78,216 psychology researchers, we demonstrate a persistent gender attrition gap, with women psychologists dropping out of academia at consistently higher rates than men psychologists.

Preprint: arxiv.org/pdf/2510.13273

16.10.2025 09:38 β€” πŸ‘ 41    πŸ” 19    πŸ’¬ 1    πŸ“Œ 1

Great to see this work finally released! Fun fact, Valerii was the winner of the #COSMOS2023 poster prize with an earlier iteration of this project

15.10.2025 15:42 β€” πŸ‘ 7    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

@watarutoyokawa.bsky.social @thecharleywu.bsky.social @bjornlindstrom.bsky.social @ketikagarg.bsky.social @rdhawkins.bsky.social @shoalgroup.bsky.social @psmaldino.bsky.social

15.10.2025 08:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Valerii Chirkov - scienceofintelligence.de Valerii Chirkov initially studied Clinical Psychology and then pursued a master's degree in Cognitive Neuroscience. Prior to joining SCIoI, Valerii worked as

Thanks so much to @ralfkurvers.bsky.social and @promanczuk.bsky.social, but especially to Valerii: www.scienceofintelligence.de/people/valer... πŸ™

@arc-mpib.bsky.social @mpib-berlin.bsky.social @scioi.bsky.social @unimarburg.bsky.social @humboldtuni.bsky.social

15.10.2025 07:26 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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Finally, to prove our model insights could explain the observed dynamics, we developed an ABM reproducing key aspects of the behavioral data.

Simulations also provided generalizable insights beyond our experiment, revealing why collective intelligence can only emerge in certain environments.

15.10.2025 07:26 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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We then used a comp model predicting movement decisions to test how private and social features guided participants' behavior.

Results confirmed that payoff information let participants selectively tune behavior to the position and direction of successful peers, unlocking collective intelligence!

15.10.2025 07:26 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Using high-resolution time-series data of participants' visual information and movement trajectories, we found that payoff information boosted performance by allowing collectives to flexibly reorganize visibility networks over time and adaptively guide information flow between group members.

15.10.2025 07:26 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Results show that sociality was a double-edged sword:

Groups could outperform solitary individuals through both superior tracking and search performance, but only when full payoff information was available.

In the absence of payoff information, they sometimes even performed worse!

15.10.2025 07:26 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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We challenged individuals with a spatially-explicit search-and-tracking task in an immersive 3D environment.

By manipulating task complexity and the availability of social cues, we study how individuals adapt their visual attention and social learning strategies to different dynamic contexts.

15.10.2025 07:26 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Previous research (including my own) has predominantly studied these processes in simplified paradigms with unrealistic environments and predefined features!

Thus, it is largely unknown how collective intelligence can emerge in mobile human groups coping with dynamically changing environments.

15.10.2025 07:26 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
First-Person Perspective of the Voluntary Payoff-Sharing (VP) Condition
YouTube video by Valerii Chirkov First-Person Perspective of the Voluntary Payoff-Sharing (VP) Condition

Which processes underlie collective intelligence in naturalistic human groups?

In new work led by Valerii Chirkov, we show that payoff selectivity is key in transforming a group of individuals into an intelligent collective 🀝🧠

www.youtube.com/watch?v=xY7n...

Preprint: osf.io/preprints/ps...

15.10.2025 07:26 β€” πŸ‘ 29    πŸ” 18    πŸ’¬ 2    πŸ“Œ 1
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Out today in @plosbiology.org (1/5)

Siblings and non-parental adults provide alternative pathways to cultural inheritance in juvenile great tits 🐦🧩

Link to study:
10.0.5.91/journal.pbio...

Co-authors:
@lucymaplin.bsky.social
@galarconnieto.bsky.social

09.10.2025 18:06 β€” πŸ‘ 68    πŸ” 25    πŸ’¬ 2    πŸ“Œ 1
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EHBEACommitteeNominationForm_Pres_Sec.doc EHBEA Committee 2026-2029: Nomination Form The EHBEA Steering Committee is calling for nominations for the following open committee positions for 2026-2029. You are invited to nominate one or more c...

EHBEA is looking for new PRESIDENT and SECRETARY for 2026-2029! πŸ‘€

If you know of anybody who could represent EHBEA, nominate them as president!

If you know with good organisational skills, nominate them as secretary!

DEADLINE: 16/12/2026

HERE IS THE FORM πŸ‘‡

docs.google.com/document/d/1...

07.10.2025 16:22 β€” πŸ‘ 14    πŸ” 17    πŸ’¬ 0    πŸ“Œ 2
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I am gonna take the option where I get more time to read, understand and write. maybe that AI can go to committee meetings for me?

07.10.2025 12:18 β€” πŸ‘ 32    πŸ” 3    πŸ’¬ 1    πŸ“Œ 0
Golden eagle on the nest in Finland (by O. Karlin)

Golden eagle on the nest in Finland (by O. Karlin)

πŸ¦…PhD position πŸ¦… in my new group at @fbm-unil.bsky.social in Switzerland, studying how the social and resource landscapes shape the learning process for soaring flight. Deadline: Oct 30. Pls repost! career5.successfactors.eu/career?caree...

06.10.2025 05:56 β€” πŸ‘ 108    πŸ” 80    πŸ’¬ 1    πŸ“Œ 2
ESLR | Membership

πŸ“’πŸš€ Are you an early-career researcher working on anything related to culture, behaviour or learning? 🧠🌍 Join ESLR, an interdisciplinary research community! We have a NEW website and our membership is now FREE. πŸ‘‰ Sign up here to get updates and become a member: www.eslrsociety.com/membership

02.10.2025 07:43 β€” πŸ‘ 14    πŸ” 21    πŸ’¬ 0    πŸ“Œ 0

@dominikdeffner is following 20 prominent accounts