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#OpenAlex

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🎉 Yesterday, we wrapped up another successful edition of our course Bibliometric Data Sources and Indicators at CWTS, @universiteitleiden University.

💬 It was a great week of discussions on bibliometric indicators, open research information, new data sources like #OpenAlex, #preprinting, and the challenges of transparent #ResearchAssessment.

🙏 Thank you to all participants for their active engagement and to our lecturers Clara Calero Medina, @vtraag Traag and @LudoWaltman!

"OpenAlex had the best coverage (98.6%), followed by Semantic Scholar (98.3%), Embase (96.8%), and PubMed (93.0%). However, 90.5% of all articles were retrievable from all four databases. All articles that were not retrievable from OpenAlex and Semantic Scholar were either assessed as medium or high RoB. In contrast, both Embase and PubMed missed articles that were of high quality (low RoB)"

#openalex

#LiteratureReview

@academicchatter

jclinepi.com/article/S0895-435

Last year, we found that @OpenAlex was mistakenly marking some papers as retracted—misleading researchers. We @hauschke reported the issue, posted a preprint in March 2024, and… #OpenAlex fixed it almost instantly! 👏

:doi: doi.org/10.1177/01655515251322

Meanwhile, our peer-reviewed paper on this? Published today - over a year later. See the difference? Preprints matter. Open science works.

New #preprint 📢 - Can #OpenAlex compete with #Scopus in bibliometric analysis?

👉 arxiv.org/abs/2502.18427

@OpenAlex has broader coverage and shows higher correlation with certain expert assessments.

At the same time, it has issues with metadata completeness and document classification.

❗ Most intriguingly: it turns out that raw #citation counts perform just as well, and in some cases even better, than normalized indicators, which have long been considered the standard in #scientometrics.

arXiv.orgIs OpenAlex Suitable for Research Quality Evaluation and Which Citation Indicator is Best?This article compares (1) citation analysis with OpenAlex and Scopus, testing their citation counts, document type/coverage and subject classifications and (2) three citation-based indicators: raw counts, (field and year) Normalised Citation Scores (NCS) and Normalised Log-transformed Citation Scores (NLCS). Methods (1&2): The indicators calculated from 28.6 million articles were compared through 8,704 correlations on two gold standards for 97,816 UK Research Excellence Framework (REF) 2021 articles. The primary gold standard is ChatGPT scores, and the secondary is the average REF2021 expert review score for the department submitting the article. Results: (1) OpenAlex provides better citation counts than Scopus and its inclusive document classification/scope does not seem to cause substantial field normalisation problems. The broadest OpenAlex classification scheme provides the best indicators. (2) Counterintuitively, raw citation counts are at least as good as nearly all field normalised indicators, and better for single years, and NCS is better than NLCS. (1&2) There are substantial field differences. Thus, (1) OpenAlex is suitable for citation analysis in most fields and (2) the major citation-based indicators seem to work counterintuitively compared to quality judgements. Field normalisation seems ineffective because more cited fields tend to produce higher quality work, affecting interdisciplinary research or within-field topic differences.

Hemos planteado algunas mejoras en la web del grupo del grupo de investigación. Controlar al 100% las publicaciones científicas es algo complicado: hay muchas bases de datos o fuentes y la verdad es que diríamos que ninguna es completa al 100%. Hemos optado por poner 2 secciones en la página de publicaciones (infobisoc.es/publicaciones/):

- La primera muestra a las personas de INFOBISOC junto con una imagen y enlaces a diferentes bases de datos (foto 1)
- La segunda, conecta con la API de OpenAlex y muestra las últimas 50 publicaciones del grupo. Al final hay un enlace para acceder a todos los resultados en OpenAlex (foto 2)

OpenAlex tampoco es completa al 100%, pero la integración con la API en la web funciona muy bien. Hemos probado con la API de Crossref y ORCID, pero se ve mejor la de OpenAlex.
#Web #OpenAlex #API