We are inviting applications for a two-year postdoctoral position in a collaborative meta-science project on the effectiveness of data and code sharing policies in research-performing organizations. www.tue.nl/en/working-a...
Posts by Sam Harper
NEW—I got an exclusive excerpt from a USAID whistleblower's new book that made me gasp multiple times. It details Trump's dismantling of the humanitarian aid agency & his team/DOGE's shocking ignorance to public health.
'Into the Wood Chipper' by Nicholas Enrich is out tomorrow. Read excerpt here:
Excited to get a signed copy of "The Race Variable" from my @mcgillspgh.bsky.social colleague, Jay Kaufman, a brilliant epidemiologist
The book offers a clear and accessible guide to understanding the use and abuse of statistics on racial and ethnic disparities
cup.columbia.edu/book/the-rac...
I Work Very Hard, And I Would Like To Try Cake By A Horse Hello. I am a horse. I work very hard at my job of being a horse. When humans say move the heavy thing, I move the heavy thing. When humans sit on top of me and pull on my head, I carry them where they want to go. The main food the humans give me is hay and oats. But I am thinking it would be nice to have a different food. I am thinking I would like to try cake. Yes, yes. Cake. I know all about it. When humans eat cake, it is in glad times. It is the food for a celebration, such as when a woman becomes 47. I have seen cake on the Fourth of July. When humans have a cake, they stand around it and clap hands and smile and say happy birthday at each other. Sometimes there are beautiful markings on a cake, such as balloons or a pink shape. Sometimes the top of a cake is on fire and a boy must blow on the fire with mouth wind. This is the scariest cake. I do not want this kind. But I will eat any other cake. Any cake that is not the fire cake that tries to kill the boy. Please understand: I do not get money for doing work. I do not get to go inside the house. All I am either doing my horse job or standing in my pen or eating food off the floor. I always do these things. But I have never once gotten cake and I would like it very much. I have noticed that human children get to eat cake. But I am bigger than the children. I am more helpful to the farm. Children do not move the heavy things like me or let anyone ride on them. And yet they get cake. Maybe the humans will realize this. Maybe they will say, "You know who deserves cake? That horse. That horse whose back we are always on." Every day I dream about what it will be like if I get to eat cake. Here is what will happen. First, I will walk to the cake and putt my nose at it like hrrfff to make and stomping my hooves to make sure it is not a snake. Then I will trot in a circle to show that I am a horse and I am large. After that, I will nuzzle the cake to …
The horse op-ed is an instant classic. I can't tell you how much joy this piece gives me.
It should be taught in every introductory writing class in no small part because the horse arguments are so compelling. "I have noticed that human children get to eat cake. But I am bigger than the children."
Happy to have made a small contribution to this project. Look forward to reading more of the entire suite of papers.
SCORE, a collaboration of 865 researchers, is now released as three papers in Nature, six preprints, and a lot of data (cos.io/score/). SCORE examined repeatability of findings from the social-behavioral sciences and tested whether human and automated methods could predict replicability.
😱🤯 -- Just looked up the cost to go gold open access at Nature Eco Evo: US$12850! That's $21,600 NZD. That's the same cost as a Royal Society Master's Scholarship!
This has gone too far. Absolutely bonkers.
So if you analyze data as part of your research, then your coding/scripting practices are of paramount importance! Because I assure you that we can and do get things wrong.
jamanetwork.com/journals/jam...
Abstract Academic freedom is an unusual and complex set of norms and practices. It arises out of the combination of the corporate self-governance of medieval universities and the spirit of disciplinary scientific inquiry in modern research universities. It combines a principle of antiorthodoxy as to conclusions with the robust associational self-governance of scholarly communities whose members evaluate one another as participants in that shared enterprise. It has never been easily or wholly embraced by wider societies; today it is under wholesale attack. This article combines conceptual, normative, and historical analyses of academic freedom as a general norm with attention to conflicts over it in the mid-to-late 2010s and early 2020s. Some genuinely hard cases and questions tested the meaning of academic freedom and university values well before the current crisis.
Now posted ahead of print:
"Conceptualizing Academic Freedom," forthcoming, Annual Review of Political Science.
(Uncorrected proofs, so a few minor edits different from the version that will be published in June.)
doi.org/10.1146/annu...
I seriously doubt you would have even run across that old commentary, but just made me happy to see that I'm not the only one that starts channeling Jackson 5 when I see "APC"... as I said, great post!
This is a great post and happy to see more advice for doing interesting descriptive work. Also, that first paragraph heading is a banger... :)
academic.oup.com/aje/article/...
Job opening for postdoctoral researchers at the Max Planck Institute for Demographic-Epidemiology.
The Medical Demography research group explains its goals for studying disease progression and its effects on health and the population.
We are looking for a PhD in demography, sociology, epidemiology, or related fields with experience in quantitative health data analysis.
Apply now: The application deadline is March 22, 2026. For more information, visit www.demogr.mpg.de/go/jobs.
📢Job Offer‼️New Max Planck Research Group on Medical Demography
Marcus Ebeling will lead the team starting on 1 July 2026. The research group will be based at the MPIDR in Rostock. Read an interview with Marcus on his future research here: www.demogr.mpg.de/go/rgmd (including link to job) #postdoc
Nurses' Health Study. The gift that keeps on giving...
Enshittification comes to Pitchfork:
"But to read unlimited reviews, see the reader scores, and comment yourself or read the comments of others, you’ll have to smash subscribe."
pitchfork.com/news/a-new-e...
"The target was numbers, and quality was mentioned only in terms of a journal’s prestige, never the work itself."
www.nature.com/articles/d41...
The full report is posted here www.healtheffects.org/system/files...
along with commentary from HEI's Research Committee and Appendix material here: www.healtheffects.org/publication/...
A new @mcgill.ca study led by me and Jill Baumgartner released by @heiresearch.bsky.social reports that China’s Clean Heating Policy, one of the largest #CleanEnergy policies yet implemented, reduced household coal use, improved air quality, and reduced blood pressure in rural Beijing.
Yes, I believe the technical term for this is enshittification.
Lived in Copenhagen last year and New Year's Eve was 100% the worst time to be there. I just do not understand it.
Overshoot (again I've only read the first few chapters) is extensively documented but written in a much more polemical and frustrated style that I think KT are keen to avoid. Maybe that's what appealed to the NYRB reviewer. Hope to see your take soon!
Yes, that rings true. I've only read the "Invent" chapter of Abundance, which is all about the stifling effects of risk aversion and excess paperwork on scientific innovation [likely true], but pays little attention to the role of perverse incentives (counting up pubs and grant dollars, etc.).
It's not a particularly deep critique of Abundance, but I did enjoy this review essay by economic historian Trevor Jackson, which simultaneously reviewed "Overshoot" by Malm and Carton. Happy to send you the full text if you don't have access. www.nybooks.com/articles/202...
It's happening! Canada launched two programs to recruit international researchers.
Canada Impact+ Research Chairs (1 million/yr for 8 yrs +)
Canada Impact+ Emerging Leaders.
I will do my best to facilitate the process for those interested. Hit me up.
www.canada.ca/en/impact-pl...
I look forward to defending free speech from its progressive critics — and conservative assailants == as the Tanner Letures Nov. 12 and 13 @princeton.edu
A timely topic, sadly
lectures.princeton.edu/lectures/202...
I think the answer is no. I recall an interesting short overview in Mutz’s ‘Population-Based Survey Experiments’ but perhaps dated now (2011).
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 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.
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/...
Opinion: Chaos is coming for scholarly publishing.
Buckling of commercial models alongside maturing of community-led efforts promises major shifts, says Caroline Edwards (@theblochian.bsky.social).
www.researchprofessionalnews.com/rr-news-uk-v...
title page of article: There is a skeleton in the social science closet. Almost all of us have heard it rattled at one time or another.! Nevertheless, we collectively ignore it. Some ignore it because they do not think it is very scary: others because its putting to rest would require a major restructuring of our scholarly journals. Perhaps others even fear that admitting its existence would undermine belief in the empirical progress? the social sciences have apparently enjoyed since the widespread diffusion of statistical training and the ready availability of the computer. I will argue that the skeleton, the bias social science journals exhibit for publishing articles reporting statistically significant results, is dangerous
The results of statistical tests should not be submitted to or als until after articles have been accepted for publica- tion.. would base their decisions on theory under discussions of the theory under consideration, the specific hypotheses to be tested, and the data sample to be used.? This would divert attention from the final result to the a priori specification of hypotheses and the appropriateness of data and statistical technique for testing them. Unfortunate-ly, this approach would not work unless adopted by all the relevant journals. If a single journal adopted it, researchers
Any journal that publishes an article with statistical models should be required (by the disciplines?) to provide a page of space to anyone who wants to report the results of applying the authors' models to different sets of data. This approach would provide a less biased sampling of research results. It would also allow us to better gauge the robustness of our theories.8 Some journals now provide some space for veri-fications; doing so should be standard editorial practice.
Researchers should be required to submit a statement with indicating their articles indicating whether or not the model being presented is the one actually first estimated from the data. A general description of statistical techniques would also be included in the submission. Is the presented model the first specification or is it the end product of stepwise regression or some other questionable data search? Where appropriate, the editor would affix a warning along the following lines next to results:
encountered this article by David Weimer from 1986 (cited by 7) with three good ideas for improving science that just a few short decades later, we've started to implement.
Collective Delusion In The Social Sciences: Publishing Incentives For Empirical Abuse
doi.org/10.1111/j.15...