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Chris Leonard

@hoohar.bsky.social

Academic publishing, peer review, AI, NLP, deSci & other niche interests (MFC). Subscribe to Scalene newsletter here: https://scalene-peer-review.beehiiv.com

354 Followers  |  478 Following  |  77 Posts  |  Joined: 30.12.2023  |  2.3675

Latest posts by hoohar.bsky.social on Bluesky

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
‘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 ‘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 — 👍 596    🔁 427    💬 8    📌 60
Preview
Apple Cider Vinegar For Weight Loss - A Study That May Never Have Happened At All Some fascinating insights into the world of scientific integrity.

The importance of scientific sleuthing (although, why was this paper published at all?)

Apple Cider Vinegar For Weight Loss - A Study That May Never Have Happened At All open.substack.com/pub/gidmk/p/...

29.10.2025 05:52 — 👍 26    🔁 10    💬 0    📌 2
Preview
Shared Knowledge, Shared Impact: A New Era for Research Evaluation | Editage Insights This Open Access Week, experts explore how the research community can move beyond journal impact factors to measure real-world, community-driven impact through openness and equity.

EASE have contributed to an @editageinsights.bsky.social article for #OpenAccessWeek

Read comments from @ivagaeditor.bsky.social, @dnjournals.bsky.social @roohighosh.bsky.social @rachinams.bsky.social and @hoohar.bsky.social on the meanings of community impact

www.editage.com/insights/ope...

27.10.2025 11:41 — 👍 1    🔁 1    💬 0    📌 0
Preview
Mathematical discovery in the age of artificial intelligence - Nature Physics In this comment, we consider how artificial intelligence tools are reshaping the way mathematical research is conducted and discuss how future developments of this technology will transform mathematical practice.

Mathematical discovery in the age of artificial intelligence

They consider how artificial intelligence tools are reshaping the way mathematical research is conducted and discuss how future developments of this technology will transform mathematical practice.

www.nature.com/articles/s41...

06.10.2025 13:53 — 👍 26    🔁 10    💬 0    📌 1
Preview
Statistics in the era of AI How do we mentor, teach, and do stats when AI can do so much of the work?

Y'all. I just got ChatGPT to do everything in R for this manuscript. I mean EVERYTHING. And it's all legit and reproducible. I'm shook.

How are we mentoring our trainees in statistics now? Who needs to learn coding in R line by line, and who doesn't?

scienceforeveryone.science/statistics-i...

09.10.2025 02:22 — 👍 121    🔁 29    💬 32    📌 26
Post image

My co-author Lennart Meincke had GPT-5 Pro look over a paper before we submitted it to a journal. It caught a tiny error in the citations that we missed (apparently it estimated the volume)

A big difference from constant hallucinations, especially GPT5 Pro; though not error-free.

03.10.2025 00:40 — 👍 42    🔁 2    💬 0    📌 0

In general I think it's hard to combat scientific misinformation when some of the best research is locked behind an academic paywall, while lots of nonsense gets published free for everyone to read in predatory journals.

28.09.2025 17:25 — 👍 497    🔁 125    💬 20    📌 30
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This is why I say patience is key when working with language models. If the output is directionally correct, or even just wrong in an interesting way, let it keep iterating and see where it goes!

scottaaronson.blog?p=9183

28.09.2025 20:29 — 👍 82    🔁 6    💬 8    📌 1

The cover makes me want to read this .

24.09.2025 10:15 — 👍 0    🔁 0    💬 0    📌 0

We need new rules for publishing AI-generated research. The teams developing automated AI scientists have customarily submitted their papers to standard refereed venues (journals and conferences) and to arXiv. Often, acceptance has been treated as the dependent variable. 1/

14.09.2025 17:15 — 👍 74    🔁 23    💬 4    📌 5
Preview
Evaluating the visual design of science publications—a quantitative approach comparing legitimate and predatory journal papers - Scientometrics The rise of predatory publishing poses a significant challenge to the integrity of scientific research, potentially undermining the credibility of scholarly communications. As parts of the academic co...

#PredatoryJournals just look different.

But the biggest difference in #GraphicDesign was that PDFs from legitimate journals were much more likely to be made with Adobe apps.

PDFs from predatory journals much more likely to be made with Microsoft Office.

doi.org/10.1007/s111...

10.09.2025 20:16 — 👍 8    🔁 1    💬 0    📌 1
A variation of the "Epic Handshake" meme from the 1987 sci-fi movie Predator, showing a close-up of four men (instead of the original 2) greeting each other with an arm-wrestle handshake.

Each arm is labeled with the following text:

- Blind and vision-impaired people
- People with temporarily impaired vision
- People with slow internet connection
- People wondering WTF they're looking at

The words "alt text" are shown in the center where all four hands meet.

A variation of the "Epic Handshake" meme from the 1987 sci-fi movie Predator, showing a close-up of four men (instead of the original 2) greeting each other with an arm-wrestle handshake. Each arm is labeled with the following text: - Blind and vision-impaired people - People with temporarily impaired vision - People with slow internet connection - People wondering WTF they're looking at The words "alt text" are shown in the center where all four hands meet.

Everyone wins!

#AltText #accessibility

07.09.2025 15:04 — 👍 140    🔁 343    💬 7    📌 2
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Partnership Alert!

Cactus Communications has partnered with CSIRO Publishing, Australia’s leading science publisher, to support authors with access to expert language and writing services through our flagship brand, Editage.

Read the full announcement here: cactusglobal.com/media-center...

03.09.2025 12:47 — 👍 0    🔁 1    💬 0    📌 0
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Guest Post – Code Plagiarism and AI Create New Challenges for Publishing Integrity - The Scholarly Kitchen This post explores author, reviewer, and publisher ethics and responsibilities related to the use of AI in coding and publishing research software.

Guest Post – Code Plagiarism and AI Create New Challenges for Publishing Integrity - The Scholarly Kitchen

29.08.2025 19:37 — 👍 2    🔁 2    💬 0    📌 0

Authors could perform their own AI peer review before submitting to correct obvious errors/omissions and refine their arguments.

27.08.2025 07:16 — 👍 1    🔁 0    💬 1    📌 0

I'm going to be in Chicago the first week of September - come and find me and talk peer review, the ethics & implementation of AI, and turning submission backlogs into $$$.

22.08.2025 13:58 — 👍 2    🔁 0    💬 0    📌 0

💯 This is exactly what I've been trying to say in like 100 workshops and videos on research posters.

State a conclusion, then defend it.

Versus working up to it over 500 words that people won't spend the time to read.

18.08.2025 04:48 — 👍 7    🔁 1    💬 0    📌 1

My conclusion from this is that preprint servers (and journals!) are entering a new phase of cat and mouse trying to contain AI slop (n.b., not mundane AI use, but nonsense generation). Peer review as a filter scarcely does better to ID this stuff. We need new & better tools to ID trustworthy works.

12.08.2025 17:34 — 👍 18    🔁 13    💬 4    📌 1

Amazingly this is a Stock Aitken Waterman production.

08.08.2025 21:11 — 👍 1    🔁 0    💬 1    📌 0

Can anyone recommend a book which acts as a lay persons guide to anaesthesia? My understanding is that large parts of it work, but we don’t know why and I’d love to find out more. Thx

24.07.2025 08:14 — 👍 0    🔁 0    💬 0    📌 0
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Could hidden AI prompts game peer review?

16.07.2025 14:51 — 👍 37    🔁 9    💬 4    📌 0

This kind of smart, walkable, mixed-use development is illegal to build these days.

12.07.2025 09:03 — 👍 1638    🔁 412    💬 17    📌 6
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@camsell59.bsky.social congrats on the success of your book. 13 million sales is quite something.

10.07.2025 10:50 — 👍 5    🔁 1    💬 1    📌 1

I always felt my (mainly irritating mostly Quixotic) quest to get peer reviewers paid was correct. And the more I see scientists struggle financially, the more distasteful I find external demands to access their time for free.

But that’s one part. There is another and it’s getting worse.

08.07.2025 21:42 — 👍 11    🔁 1    💬 1    📌 0
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The End of Publishing as We Know It Inside Silicon Valley’s assault on the media

"Book publishers, especially those of nonfiction and textbooks, also told me they anticipate a massive decrease in sales, as chatbots can both summarize their books and give detailed explanations of their contents."

26.06.2025 21:38 — 👍 0    🔁 1    💬 0    📌 0
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📢 Webinar Alert!

AI is reshaping the future of scholarly publishing, but how do you implement it responsibly and effectively?

Secure your spot now: www.airmeet.com/e/9fc043b0-4...

25.06.2025 14:02 — 👍 0    🔁 1    💬 0    📌 0

If you send me a "hi john" on Teams without a follow up of what you're needing...

I'm not responding... the conversation will stay at "hi john" for eternity.

Please stop doing this people

20.06.2025 15:57 — 👍 67    🔁 5    💬 16    📌 0

It’s that time of year again to cross reference DORA signatories with press releases about impact factors (*sigh*)

20.06.2025 11:27 — 👍 1    🔁 0    💬 0    📌 0

I know editorial board members didn’t necessarily sign up for this, but if I was constructing a new journal today, that would be my expectation of the editorial board. Is this a good idea or nah? 9/9

13.06.2025 16:47 — 👍 1    🔁 0    💬 1    📌 0

Now the editorial board is functioning like it should, and they can provide quick and yet in-depth reviews to many papers in their domain in the broadest sense. The best of AI and human evaluation in one process. 8/9

13.06.2025 16:47 — 👍 1    🔁 0    💬 1    📌 0

@hoohar is following 20 prominent accounts