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Andrew Millar
Andrew Millar
@A_J_Millar@fediscience.org  ·  activity timestamp 5 months ago

What a difference a research field makes! 📢 new paper on high rates of #OpenData sharing in #Biology at #EdinburghUni, led by Haya Deeb from our BioRDM team with 5 student researchers 👩‍🎓.

Previously on her #Metascience2025 poster. 🧵 1/3

https://doi.org/10.1371/journal.pone.0328065

@toothFAIRy @fresseng

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Nicolas Fressengeas
Nicolas Fressengeas
@fresseng@fediscience.org replied  ·  activity timestamp 5 months ago
@A_J_Millar Thanks for sharing ! It is consistent with what we found in France : https://frenchopensciencemonitor.esr.gouv.fr/research-data/fields?id=disciplines.partage

Biology is the most data sharing friendly discipline.

The figures are note the same, but I guess it is to be expected since the methodology is different.

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Andrew Millar
Andrew Millar
@A_J_Millar@fediscience.org replied  ·  activity timestamp 5 months ago
@fresseng I agree, and these figures are probably closer than they seem.

We found the sensitivity of ODDPub to Open data was around 50% compared to manual scoring [modulo many differences]. If DataStet is similar, then 30% sharing in French 'Fundamental Biology' articles in 2023 might correspond to ~60% by our manual approach.

I would prefer an institutional/regional/national resource! I know UKRN is evaluating several options.

Bar chart of data sharing by research area in 2023, from the French national Open science monitor.
Bar chart of data sharing by research area in 2023, from the French national Open science monitor.
Bar chart of data sharing by research area in 2023, from the French national Open science monitor.
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Andrew Millar
Andrew Millar
@A_J_Millar@fediscience.org replied  ·  activity timestamp 5 months ago

📈 Bioscience researchers shared data in 92% of articles that we manually evaluated from 2023. In the chart 👇 orange shading shows 45% of articles shared ALL the relevant data, up from 7% in 2014👏. Sharing varied by data type as expected, 🧬 vs. 🔬, among several other factors.

Thanks to BIH QUEST @ChariteBerlin for ODDPub, which gave a parallel, programmatic evaluation.

In contrast, testing an international sample of circadian, neuroscience and mental health articles by the same manual method … 2/3

Edited for Alt-text.

Stacked column graph showing what fraction of the research articles sampled shared Open data, with annual samples from 2014 to 2023. The scores show whether all, most, some or none of the relevant data were shared. The fraction of sampled articles sharing all their data increased from 7% in 2014 to 45% in 2023.
Stacked column graph showing what fraction of the research articles sampled shared Open data, with annual samples from 2014 to 2023. The scores show whether all, most, some or none of the relevant data were shared. The fraction of sampled articles sharing all their data increased from 7% in 2014 to 45% in 2023.
Stacked column graph showing what fraction of the research articles sampled shared Open data, with annual samples from 2014 to 2023. The scores show whether all, most, some or none of the relevant data were shared. The fraction of sampled articles sharing all their data increased from 7% in 2014 to 45% in 2023.
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Andrew Millar
Andrew Millar
@A_J_Millar@fediscience.org replied  ·  activity timestamp 5 months ago

… found only 8% of articles in 2023 shared ANY Open data, consistent with previous reports for psychiatry and psychology research.

In our bioscience sample that year, only 8% of articles shared no Open data. Many factors underlying this difference, of course.

https://doi.org/10.1136/bmjment-2024-301333

👇 CMHN is our analysis of articles from researchers in the MRC-funded "Circadian and Mental Health Network". 3/3

Three circular plots showing similarly low numbers of articles sharing data in literature reports on Psychology (4 of 118) and Psychiatry (14 of 211), as well as our analysis from the Circadian and Mental Health Network (8 of 114).
Three circular plots showing similarly low numbers of articles sharing data in literature reports on Psychology (4 of 118) and Psychiatry (14 of 211), as well as our analysis from the Circadian and Mental Health Network (8 of 114).
Three circular plots showing similarly low numbers of articles sharing data in literature reports on Psychology (4 of 118) and Psychiatry (14 of 211), as well as our analysis from the Circadian and Mental Health Network (8 of 114).
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