Evidence map›Paper›PMID 33871403›Full record

ArticleClinical orthopaedics and related research2021

How Long Will It Take to Reach Gender Parity in Orthopaedic Surgery in the United States? An Analysis of the National Provider Identifier Registry.

Alexander J Acuña, Eleanor H Sato, Tarun K Jella, Linsen T Samuel, Stacy H Jeong, Antonia F Chen, Atul F Kamath

Abstract read
In one paragraph

Article in Clinical orthopaedics and related research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 45 papers.

0numbers the graph read from it
0cells of the map it votes in
45citing papers in PubMed
–field-weighted citation impact
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

The trial behind it

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

Who cites it

45 citing papers in PubMed.

  1. Article
  2. The quiet cost of gender bias in the operating room.Annals of medicine and surgery (2012) · 2026
    Article
  3. The trailblazers: pioneering women in orthopaedic surgery.Bulletin of the Hospital for Joint Disease (2013) · 2025
    Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Review
  9. Article
  10. Article
  11. Article
  12. Article
  13. Review
  14. Article
  15. Article
  16. Factors Influencing Growth in Gender Diversity Within Orthopaedic Surgery.Journal of the American Academy of Orthopaedic Surgeons. Global research & reviews · 2025
    Article
  17. Article
  18. Article
  19. Article
  20. Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Alexander J AcuñaA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.
Eleanor H SatoA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.
Tarun K JellaA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.
Linsen T SamuelA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.
Stacy H JeongA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.
Antonia F ChenA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.
Atul F KamathA. J. Acuña, T. K. Jella, L. T. Samuel, S. H. Jeong, A. F. Kamath, Department of Orthopaedic Surgery, Cleveland Clinic Foundation, Cleveland, OH, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundAlthough previous studies have evaluated how the proportion of women in orthopaedic surgery has changed over time, these analyses have been limited by small sample sizes, have primarily used data on residents, and have not included information on growth across subspecialties and geographic regions. QUESTION/PURPOSE: We used the National Provider Identifier registry to ask: How have the (1) overall, (2) regional, and (3) subspecialty percentages of women among all currently practicing orthopaedic providers changed over time in the United States?

methodsThe National Provider Identifier Registry of the Centers for Medicare and Medicaid Services (CMS) was queried for all active providers with taxonomy codes pertaining to orthopaedic subspecialties as of April 2020. Women orthopaedic surgeons were identified among all physicians with subspecialty taxonomy codes. As all providers are required to provide a gender when applying for an NPI, all providers with queried taxonomy codes additionally had gender classification. Our final cohort consisted of 31,296 practicing orthopaedic surgeons, of whom 8% (2363 of 31,296) were women. A total of 11,714 (37%) surgeons possessed taxonomy codes corresponding with a specific orthopaedic subspecialty. A univariate linear regression analysis was used to analyze trends in the annual proportions of women who are active orthopaedic surgeons based on NPI enumeration dates. Specifically, annual proportions were defined using cross-sections of the NPI registry on December 31 of each year. Linear regression was similarly used to evaluate changes in the annual proportion of women orthopaedic surgeons across United States Census regions and divisions, as well as orthopaedic subspecialties. The national growth rate was then projected forward to determine the year at which the representation of women orthopaedic surgeons would achieve parity with the proportion of all women physicians (36.3% or 340,018 of 936,254, as determined by the 2019 American Medical Association Physician Masterfile) and the proportion of all women in the United States (50.8% or 166,650,550 of 328,239,523 as determined by 2019 American Community Survey from the United States Census Bureau). Gender parity projections along with corresponding 95% confidence intervals were calculated using the Holt-Winters forecasting algorithm. The proportions of women physicians and women in the United States were assumed to remain fixed at 2019 values of 36.3% and 50.8%, respectively.

resultsThere was a national increase in the proportion of women orthopaedic surgeons between 2010 and 2019 (r2 = 0.98; p < 0.001) at a compound annual growth rate of 2%. Specifically, the national proportion of orthopaedic surgeons who were women increased from 6% (1670 of 26,186) to 8% (2350 of 30,647). Assuming constant growth at this rate following 2019, the time to achieve gender parity with the overall medical profession (that is, to achieve 36.3% women in orthopaedic surgery) is projected to be 217 years, or by the year 2236. Likewise, the time to achieve gender parity with the overall US population (which is 50.8% women) is projected to be 326 years, or by the year 2354. During our study period, there were increases in the proportion of women orthopaedic surgeons across US Census regions. The lowest growth was in the West (17%) and the South (19%). Similar growth was demonstrated across census divisions. In each orthopaedic subspecialty, we found increases in the proportion of women surgeons throughout the study period. Adult reconstruction (0%) and spine surgery (1%) had the lowest growth.

conclusionWe calculate that at the current rate of change, it will take more than 200 years for orthopaedic surgery to achieve gender parity with the overall medical profession. Although some regions and subspecialties have grown at comparably higher rates, collectively, there has been minimal growth across all domains. CLINICAL RELEVANCE: Given this meager growth, we believe that substantive changes must be made across all levels of orthopaedic education and leadership to steepen the current curve. These include mandating that all medical school curricula include dedicated exposure to orthopaedic surgery to increase the number of women coming through the orthopaedic pipeline. Additionally, we believe the Accreditation Council for Graduate Medical Education and individual programs should require specific benchmarks for the proportion of orthopaedic faculty and fellowship program directors, as well as for the proportion of incoming trainees, who are women. Furthermore, we believe there should be a national effort led by American Academy of Orthopaedic Surgeons and orthopaedic subspecialty societies to foster the academic development of women in orthopaedic surgery while recruiting more women into leadership positions. Future analyses should evaluate the efficacy of diversity efforts among other surgical specialties that have achieved or made greater strides toward gender parity, as well as how these programs can be implemented into orthopaedic surgery.

Indexed as

Gender EquityAccreditationEducation, Medical, GraduateFemaleHumansLeadershipMaleOrthopedic ProceduresOrthopedicsOrthopedic SurgeonsPhysicians, WomenRegistriesUnited States

Identifiers

PMID33871403
PMCPMC8133193

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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.