ArticleEuropean spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society2026
Trends in female authorship of spine literature from 2002 to 2022.
Article in European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
2 citing papers in PubMed.
- Early postoperative recovery of gait efficiency after lumbar decompression: three-month quantitative biomarker assessment.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Article
- Characterization of abnormal asymmetrical lifting mechanics in surgery-candidate patients with lumbar radiculopathy.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2026Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
purposeTo characterize the change in first and senior female authors from 2002 to 2022 in prominent spine journals and assess the role of female senior authorship on authorship.
methodsPubMed was queried to identify articles in journals predominantly focused on spine surgery. Articles published between January 2000 to December 2022 from the top fifteen spine journals were queried. Articles involving in vitro data, animal studies, or a primary language other than English were excluded (n = 39,117). Gender API was then used to determine the gender of the first and last author of each article along with its % certainty. Names with below 90% certainty were excluded (n = 4100). Mixed-effects logistic regression model, with journal-level random effects, was estimated to investigate the association between first and senior author genders adjusted.
resultsOverall, 15,415 pairs of names (n = 30,830) were gendered by Gender API with over 90% certainty. Of the 1,697 publications with female senior authors, 18.4% were female first authors. Comparatively, of the 13,718 publications with male senior authors, 10.4% were female first authors. Female first authorship and senior authorship rates both significantly increased between 2000 and 2022, by 6.33% and 3.26% respectively. The increase in the adjusted proportion of female first authors with a female senior author was 1.60% greater than the corresponding increase for female first authors with a male senior author.
conclusionsFirst and senior female authorship rates have increased significantly from 2000 to 2022 in prominent spine journals. Further research into the role of training background, level of training, and productivity would characterize possible barriers and opportunities toward gender equity in female spine surgery publication rates.
Indexed as
Identifiers
41254297What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.