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Patrick Parschan

@patrickparschan.bsky.social

PhD researcher at LMU Munich | natural language processing | computational methods | ideal point estimation | early career representative at ICA computational methods division | co-organizer of @hackingcommsci πŸ”—https://patparsch.github.io

374 Followers  |  275 Following  |  14 Posts  |  Joined: 09.10.2023  |  2.2762

Latest posts by patrickparschan.bsky.social on Bluesky


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Dear hackers, meet Marvin!! 🐧 Marvin is a South African Penguin who loves eating squid and developing R packages for his friends. Marvin's also here to remind you to register for some #hackica26 fun πŸ”½

19.02.2026 08:51 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 0    πŸ“Œ 1
Preview
International Communication Association

Good news! πŸŽ‰
The registration issue has been resolved β€” everything should now work smoothly.
πŸ”— Direct link: www.icahdq.org/event/Hackat...

πŸ—“ Registration is open until April 5, 2026
Looking forward to seeing you at the ICA Hackathon 2026 @SU School for Data Science and Computational Thinking! πŸš€πŸ’‘

10.02.2026 10:15 β€” πŸ‘ 11    πŸ” 10    πŸ’¬ 0    πŸ“Œ 2

πŸš€ Save the Date!
If you're considering joining us, now is a great time to block the dates and start planning your #trip.
We can’t wait to see you at the SU School for Data Science and Computational Thinking in Stellenbosch on 3rd and 4th June 2026 for this year's #Hackathon! 🌍✨

26.01.2026 13:57 β€” πŸ‘ 8    πŸ” 7    πŸ’¬ 1    πŸ“Œ 1

πŸ“’ Call for Abstracts β€” Deadline: January 16.

COMPTEXT 2026 will again be a fantastic place to discover the latest computational methods, tools, datasets
&
to connect with scholars using AI across communication science, political science, history, sociology, IR, and more.

18.12.2025 09:10 β€” πŸ‘ 12    πŸ” 4    πŸ’¬ 1    πŸ“Œ 1

πŸš€ We’re hiring a Postdoc!

Our group is looking for a Postdoc to join the team working on computational comm research. If you’re excited about automated content analysis, large text & social-media data, open science, this might be for you.

πŸ’‘ Sounds like you or someone you know? Please share/boost!

12.12.2025 06:45 β€” πŸ‘ 18    πŸ” 26    πŸ’¬ 1    πŸ“Œ 1
PostDoc in CSS / CCS (m/w/d)

πŸ“ Location: Munich
πŸ“… Start: 1 Apr 2026
⏳ Apply by: 31 Jan 2026

Details:
German: job-portal.lmu.de/jobposting/6...
English: job-portal.lmu.de/jobposting/7...

12.12.2025 06:47 β€” πŸ‘ 6    πŸ” 6    πŸ’¬ 0    πŸ“Œ 2
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Last week, we had the pleasure of hosting the computational communication science team from TU Ilmenau at our lab at LMU Munich. It was a really fun visit. Getting to know other CCS and CCR teams is always great. πŸ€“

12.12.2025 07:18 β€” πŸ‘ 14    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0
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🚨 Big reveal! New year, new logo, same event! 🚨
Join us for some fun at the 2026 ICA pre-conference hackathon in Stellenbosch, June 3-4. Stay tuned!

07.11.2025 13:21 β€” πŸ‘ 10    πŸ” 5    πŸ’¬ 0    πŸ“Œ 1
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We’re excited to share that #hackica26 on June 3 & 4 will be hosted at the SU School for Data Science and Computational Thinking! Huge thanks for welcoming us πŸ«ΆπŸ‡ΏπŸ‡¦
Learn more about them here: www.su.ac.za/en/
Follow us for more updates and announcements regarding the upcoming Hackathon.

20.11.2025 09:47 β€” πŸ‘ 11    πŸ” 5    πŸ’¬ 0    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‘ 641    πŸ” 452    πŸ’¬ 8    πŸ“Œ 66

What is the most profitable industry in the world, this side of the law? Not oil, not IT, not pharma.

It's *scientific publishing*.

We call this the Drain of Scientific Publishing.

Paper: arxiv.org/abs/2511.04820
Background: doi.org/10.1162/qss_...

Thread @markhanson.fediscience.org.ap.brid.gy πŸ‘‡

12.11.2025 10:31 β€” πŸ‘ 336    πŸ” 238    πŸ’¬ 8    πŸ“Œ 17
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This week, we have @lorenzspreen.bsky.social visiting our lab. He presented his work on disinformation classification and toxicity in group discussions on Reddit. He also has a new CSS group, check it out: css-synosys.github.io

30.10.2025 13:53 β€” πŸ‘ 13    πŸ” 7    πŸ’¬ 0    πŸ“Œ 1

πŸ“© Contact our SEC Rep Aditi Dutta at ad882@exeter.ac.uk
to share leads, volunteer, or ask questions.

This hackathon is a fantastic way to meet collaborators, learn by building together, and make #ICA26 even better.

02.10.2025 09:30 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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Very happy to see that @overbye.bsky.social’s fantastic work on detecting bias in human-in-the-loop algorithms was awarded a top paper in @icacsab.bsky.social this year. Incredibly interesting, rigorous, and timely research! #ica25

15.06.2025 19:39 β€” πŸ‘ 30    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0
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PhD or Postdoc looking at the grim job market?

Join Sunday 12:00 for an alternative career path workshop with the amazing danah boyd @zephoria.bsky.social, Katie Gach and Steven Tompson.

Thank you to @icasecac.bsky.social @ceciliazhou.bsky.social @danijaradent.bsky.social for this event! #ica25

14.06.2025 17:03 β€” πŸ‘ 5    πŸ” 5    πŸ’¬ 0    πŸ“Œ 1
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And last, but certainly not least, huge congratulations to Dr. Anke Stoll who received the Best Dissertation Award for her impressive dissertation β€œMachine learning for automated content analysis of incivility in online discussion” #ICA25

Congratulations!!! πŸŽ‰πŸŽ‰πŸŽ‰

14.06.2025 15:33 β€” πŸ‘ 35    πŸ” 12    πŸ’¬ 0    πŸ“Œ 0
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At yesterday's business meeting of the Computational Methods Division, we recognized outstanding scholarship in the discipline at #ICA25

Please join us in thanking the awards committees and celebrating the winners: 🧡

14.06.2025 15:05 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 1    πŸ“Œ 0

@icacm.bsky.social needs bigger rooms, @icahdq.bsky.social #ica25

13.06.2025 21:24 β€” πŸ‘ 8    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Photo credits: @jbgruber.bsky.social πŸ™Œ

13.06.2025 18:09 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

This year's #ica25 hackathon was a blast! A huge thank you to @hackingcommsci.bsky.social for making it a reality!

With 13 other great participants, we explored +2 million of Telegram messages around the 2024 US election. I can really recommend checking out the data!

dl.acm.org/doi/abs/10.1...

13.06.2025 18:21 β€” πŸ‘ 8    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

The best start into a conference 😎

13.06.2025 01:50 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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From text-as-data to sleep data collection, this yearβ€˜s #hackica25 in Boulder, CO, was a blast and weβ€˜re proud to say that weβ€˜ve (again) successfully hacked communication science. Thanks to all participants and see yβ€˜all at #ica25 ✨

12.06.2025 23:14 β€” πŸ‘ 41    πŸ” 18    πŸ’¬ 1    πŸ“Œ 3

A great photo of @rachaelkee.bsky.social inspiring us with her brilliant ideas for a sleep and media data donation app.
KEEp your eye out for her at #ica25

12.06.2025 23:41 β€” πŸ‘ 9    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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@rachaelkee.bsky.social blowing us all away with her project at @hackingcommsci.bsky.social. Super impressive project with the goal of collecting high-throughput sleep and media data βœ¨πŸ˜΄πŸ“Ί

#ICA25

12.06.2025 22:59 β€” πŸ‘ 10    πŸ” 4    πŸ’¬ 0    πŸ“Œ 1
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Already using AI tools in coding or thinking about it? Hereβ€˜s @patrickparschan.bsky.social giving us an introduction to Cursor πŸ‘€

12.06.2025 22:28 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Jacob leading a GitHub breakout session

Jacob leading a GitHub breakout session

Kylie leading an fMRI analysis breakout session

Kylie leading an fMRI analysis breakout session

We’re thrilled to see MNL represented at @hackingcommsci.bsky.social!
Huge thanks to @jacobtfisher.online and @kyliewoodman.bsky.social for organizing another fantastic hackathon and sharing valuable comm sci insights such as using GitHub and running fMRI analyses.
#hackica25 #ica25

12.06.2025 04:12 β€” πŸ‘ 15    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0
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Looking forward to @kyliewoodman.bsky.social explaining how brain imaging fits into comms research at #hackica25 🧠🧠

11.06.2025 21:31 β€” πŸ‘ 7    πŸ” 2    πŸ’¬ 0    πŸ“Œ 1
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Great presentation by @kyliewoodman.bsky.social on fMRI analysis at @hackingcommsci.bsky.social. I am always blown away by how clearly Kylie is able explain complex topics

#ICA25

11.06.2025 22:18 β€” πŸ‘ 14    πŸ” 3    πŸ’¬ 0    πŸ“Œ 1

Hello world!

11.06.2025 13:00 β€” πŸ‘ 25    πŸ” 6    πŸ’¬ 0    πŸ“Œ 5
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Whoop whoop we’re ready to get started!

11.06.2025 14:39 β€” πŸ‘ 4    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

@patrickparschan is following 20 prominent accounts