Evidence map›Paper›PMID 42599313›Full record

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

Longitudinal changes in women's representation in spine surgery: a 10-year medicare database analysis.

Selena Ding, Matthew Miyasaka, Madison Leone, Mia Chang, Junho Song, Yunsoo Lee, Samuel Cho

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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. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Selena DingIcahn School of Medicine at Mount Sinai, New York, United States.
Matthew MiyasakaIcahn School of Medicine at Mount Sinai, New York, United States.
Madison LeoneIcahn School of Medicine at Mount Sinai, New York, United States.
Mia ChangHunter College, New York, United States.
Junho SongIcahn School of Medicine at Mount Sinai, New York, United States.
Yunsoo LeeIcahn School of Medicine at Mount Sinai, New York, United States.
Samuel ChoIcahn School of Medicine at Mount Sinai, New York, United States. samuel.cho@mountsinai.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeWhile the number of women entering orthopedic and neurosurgery residencies has increased, it remains unclear to what extent female representation has increased in spine surgery. The purpose of this study was to assess longitudinal changes in women's representation among spine surgeons, along with their share of spine procedures.

methodsWe evaluated all index spine procedures billed in the Medicare Provider Utilization and Payment Data: Physician and Other Practitioners dataset from 2013 to 2022. Revisions, additional levels, and procedures not billed by a self-identified orthopedic or neurosurgeon were excluded. Longitudinal trends in the number of surgeons billing index spine procedures were assessed, stratified by gender and specialty. Similarly, we also compared trends in the number of overall and unique procedures billed.

resultsIn total, 6620 unique surgeons were included, consisting of 6371 men and 249 women. Female representation modestly increased over the study period. However, female surgeons billed for fewer overall and unique spine procedures per year over the study period than men, and there were no significant trends over time. Conversely, while women were underrepresented in the top 25% of surgeons by volume, there were no significant differences in volume or unique CPT codes between men and women in the high-volume cohort.

conclusionOur study evaluated longitudinal trends in female representation in spine surgery. We identified increases in the number of female spine surgeons over time, but this did not translate into a significant increase in their share of spine procedures. Our findings may inform future efforts to improve opportunities for women trainees.

Indexed as

Gender representationMedicareWomen in neurosurgeryWomen in spine

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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.