New paper: Imaginaries of writing and pain.

How is medical science ghostwriting done? An industry has developed of professional writers who edit and write research papers for a fee. Some superficial acknowledgement of such services may appear in an endnote to published papers, but this rarely clarifies who actually did what work, and under who’s instruction. We studied the writing process of one particular paper that was written as part of the marketing strategy to encourage opioid prescriptions by pharma company Mallinckrodt. Using drafts and correspondence available through the Opioid Industry Documents Archive of UCSF, we reconstructed the production of one particular article in great detail, from the marketing message that framed it, to the eventual publication in a peer reviewed journal. A medical writing company performed the bulk of the work, under instruction of the marketing department. The text was also edited by the pharma company and only marginally touched by the academics who eventually appeared as the paper’s byline authors. Our analysis shows how academic authority is woven into the production of marketing messages masked as scientific publications. The investigation was structured by Paul Ricœur’s conceptualisation of imaginaries, which we believe adds analytic strength to the use of this concept in Science and Technology Studies.

Bernisson, Maud, and Willem Halffman. ‘Imaginaries of Writing and Pain: The Backstage of a Ghostwritten Paper’. Social Studies of Science, 7 September 2026, 03063127261474457. https://doi.org/10.1177/03063127261474457.

The Library vs Database Imaginaries

One imaginary sees the scientific literature as a gigantic library, with texts to be read. Another sees it as a database, with facts to be mined. Our analysis clarifies contrasting expectations informing current publishing innovations – and their epistemic and political risks.

Halffman, Willem, and Serge P. J. M. Horbach. ‘The Library and the Database: Contrasting Expectations in Two Imaginaries for the Research Literature’. Minerva, ahead of print, 3 December 2025. https://doi.org/10.1007/s11024-025-09618-7.

Do journalists correct science-based news after retractions occur? Hardly!

When journalists report news based on scientific publications, they may have to follow up on the fate of their sources. Sometimes, scientific publications get retracted and they may invalidate earlier reporting. We used retracted covid papers to see whether journalists correct news that was based on papers that were later retracted. The results are rather disappointing. The good news is that at least quality media outlets distinguish themselves with better correction practices. We conclude our paper with suggestions for how to improve journalistic practices.

Valinciute, Auste, and Willem Halffman. ‘Do Journalists Update Retracted Science News?’ Journalism Practice, Routledge, 2025, 1–23. https://doi.org/10.1080/17512786.2025.2540460.

Paper: explanatory language in neuroscience

The slow rise of non-mechanistic explanatory language in the neurosciences: an analysis of the neuroscience literature using large-volume text analysis.
Or: how an empirical study of scientific language can inform a debate about types of explanations among philosophers of neuroscience.

Kostić, Daniel, and Willem Halffman. ‘Mapping Explanatory Language in Neuroscience’. Synthese 202, no. 4 (29 September 2023): 112. https://lnkd.in/eBhVSPFe.

The journal attention cycle

Now available as preprint:
Wang, Jing, Willem Halffman, and Serge P. J. M. Horbach. ‘The Journal Attention Cycle: Indicators as Assets in the Chinese Scientific Publishing Economy.’, 13 September 2023. https://doi.org/10.31222/osf.io/6uvpz.

How journals use attention indicators such as the Journal Impact Factor as an asset, but also how the possibility to do so depends on the evaluative regime under which they function, using Chinese journals as examples.

Journal lists in China: paper out.

What it means and what it does to have lists of ‘good’ and ‘bad’ journals and why China has so many of them: Wang, Jing, Willem Halffman, and Yuehong Helen Zhang. ‘Sorting out Journals: The Proliferation of Journal Lists in China’. Journal of the Association for Information Science and Technology n/a, no. n/a (13 July 2023). https://doi.org/10.1002/asi.24816

Observational grids

Observational grids specify what can be seen and how observations can be characterised. We use the notion of grids to analyse observational practices of dragonfly enthusiasts. We show how grids are readjusted to align with the concerns of the dragonfly community through the lens of a succession of dragonfly field guides.

Turnhout, Sander, and Willem Halffman. ‘Readjusting Observational Grids in Dragonfly Field Guides’. Social Studies of Science, 8 July 2023, 03063127231183011. https://doi.org/10.1177/03063127231183011.

Why apps that suggest citations are not a good idea.

Software tools that suggest citable sources as your are writing may sound like a really convenient idea, but we see a lot of disadvantages. Sloppy citing is one of them: the temptation grows to refer to sources without properly reading them. This aggravates already sloppy citation practices in research. Details in our new publication:

Horbach, Serge P. J. M., Wytske M. Hepkema, Willem Halffman, and Freek J. W. Oude Maatman. “Automated Citation Recommendation Tools Encourage Questionable Citations.” Research Evaluation, 2022, rvac016. https://doi.org/10.1093/reseval/rvac016.

Misidentified materials: journal guidelines no quick fix

Journal guidelines help precent the publication of misidentified biomedical resources, but they are not the quick fix you might expect. Journals’ regulatory action is important and yet only part of the solution, as there are limits to what journals can do. Our paper analyses the effects of journal guidelines for cell line identification, antibody validation, and lab animal reporting is out in pre-pub version in the International Journal of Cancer.

Hepkema, W.M., Horbach, S.P., Hoek, J.M. and Halffman, W. (2021), Misidentified biomedical resources: Journal guidelines are not a quick fix. Int. J. Cancer. Accepted Author Manuscript. https://doi.org/10.1002/ijc.33882

ERC NanoBubbles project picking up steam

I’m really excited about the NanoBubbles project, bringing together STS, data scientists, library scientists. computer scientists, historians, and nonscientists. We investigate controversies, errors and over-stretched promises in nanobiology from this exciting interdisciplinary mix, with a team that is really committed to cooperation. For now, not a lot is visible to the outside world of the cooperative explorations that are going on, apart from our beautiful webpage and of course the adverts out for hiring people throughout the project, such as my two PhD candidates and two Postdocs. One of the big challenges is to cooperate in a multi-method approach, ranging from quantitative bibliometrics, qualitative interviews and ethnographies, all the way into experimentation.