Evidence map›Paper›PMID 32672830›Full record

ArticleJAMA network open2020

Reevaluation of the US Pathologist Workforce Size.

Stanley J Robboy, David Gross, Jason Y Park, Elizabeth Kittrie, James M Crawford, Rebecca L Johnson, Michael B Cohen, Donald S Karcher, Robert D Hoffman, Anthony T Smith and 1 more

Abstract read
In one paragraph

Article in JAMA network open, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

  1. A Generative Foundation Model for Scalable Cytology Image Synthesis in AI-Powered Diagnostics.Clinical cancer research : an official journal of the American Association for Cancer Research · 2026
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  4. Mapping Pathology Work Associated With Precision Oncology Testing.Federal practitioner : for the health care professionals of the VA, DoD, and PHS · 2025
    Article
  5. Review
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  11. The Critical Value of Telepathology in the COVID-19 Era.Federal practitioner : for the health care professionals of the VA, DoD, and PHS · 2023
    Review
  12. Article
  13. Article
  14. Article
  15. Recruiting the future of pathology.Cancer cytopathology · 2022
    Article
  16. Article
  17. Article
  18. Review
  19. Article
  20. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Stanley J RobboyDepartment of Pathology, Duke University Medical Center, Durham, North Carolina.
David GrossCollege of American Pathologists, Washington, DC.
Jason Y ParkDepartment of Pathology, University of Texas Southwestern Medical Center, Dallas.
Elizabeth KittrieUS Department of Health and Human Services, Health Resources and Services Administration, Bureau of Health Workforce, Rockville, Maryland.
James M CrawfordDepartment of Pathology and Laboratory Medicine, Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, New York.
Rebecca L JohnsonAmerican Board of Pathology, Tampa, Florida.
Michael B CohenDepartment of Pathology, Wake Forest School of Medicine, Winston-Salem, North Carolina.
Donald S KarcherDepartment of Pathology, The George Washington University Medical Center, Washington, DC.
Robert D HoffmanDepartment of Pathology, Vanderbilt University Medical Center, Nashville, Tennessee.
Anthony T SmithCollege of American Pathologists, Northfield, Illinois.
W Stephen Black-SchafferDepartment of Pathology, Massachusetts General Hospital, Harvard Medical School, Boston.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: There is currently no national organization that publishes its data that serves as the authoritative source of the pathologist workforce in the US. Accurate physician numbers are needed to plan for future health care service requirements. Objective: To assess the accuracy of current pathologist workforce estimates in the US by examining why divergency appears in different published resources. Design, Setting, and Participants: This study examined the American Board of Pathology classification for pathologist primary specialty and subspecialties and analyzed previously published reports from the following data sources: the Association of American Medical Colleges (AAMC), the Accreditation Council for Graduate Medical Education (ACGME), a 2013 College of American Pathologists (CAP) report, a commercially available version of the American Medical Assoication (AMA) Physician Masterfile, and an unpublished data summary from June 10, 2019. Main Outcomes and Measures: Number of physicians classified as pathologists. Results: The most recent AAMC data from 2017 (published in 2018) reported 12 839 physicians practicing "anatomic/clinical pathology," which is a subset of the whole. In comparison, the current AMA Physician Masterfile, which is not available publicly, listed 21 292 active pathologists in June 2019. The AMA Physician Masterfile includes all pathologists in 15 subspecialized training areas as identified by the ACGME. By contrast, AAMC's data, which derive from the AMA Physician Masterfile data, only count physicians primarily associated with 3 general categories of pathologists and 1 subspecialty category (ie, chemical pathology). Thus, the AAMC pathology workforce estimate does not include those whose principal work is in 11 subspecialty areas, such as blood banking or transfusion medicine, cytopathology, hematopathology, or microbiology. An additional discrepancy relates to the ACGME residency (specialties) and fellowship (subspecialties) training programs in which pathologists with training in dermatopathology appear as dermatologists and pathologists with training in molecular genetic pathology appear as medical geneticists. Conclusions and Relevance: This analysis found that most sources reported only select categories of the pathologist workforce rather than the complete workforce. The discordant nature of reporting may pertain to other medical specialties that have undergone increased subspecialization during the past 2 decades (eg, surgery and medicine). Reconsideration of the methods for determining the pathologist workforce and for all workforces in medicine appears to be needed.

Indexed as

Forensic PathologyHealth WorkforceHumansNeuropathologyPathologistsPathologyPathology, ClinicalUnited StatesWorkforce

Identifiers

PMID32672830
PMCPMC7366184

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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.