ArticleThe Journal of surgical research2023
The National Provider Identifier Taxonomy: Does it Align With a Surgeon's Actual Clinical Practice?
Article in The Journal of surgical research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 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
7 citing papers in PubMed, 9 citations in OpenAlex.
- A Tale of Two Pathways: Same-Surgeon Versus Different-Surgeon Resection After Second Surgical Opinion.Journal of surgical oncology · 2026Article
- Billing Disparities in Home Sleep Testing: The Role of Sleep Medicine Board Certification and Practice Setting.Healthcare (Basel, Switzerland) · 2026Article
- Treatment variability for shoulder pain between physician and non-physician clinicians based on initial setting and specific shoulder diagnosis: a health system analysis.BMC health services research · 2025Observational
- Quantifying the primary care workforce in the U.S.: A validation study with and without an imperfectly measured referent standard.Annals of epidemiology · 2025Article
- National assessment of clinicians participating in stroke treatment decisions at strokenet regional coordinating centers: Clinicians Making Stroke Treatment Decisions.Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association · 2024Article
- Practice Patterns and Outcomes Among Surgical Oncology Fellowship Graduates Performing Complex Cancer Surgery in the United States Across Different Career Stages.Annals of surgical oncology · 2024Article
- Evaluation of a method to identify midwives in national provider identifier data.BMC pregnancy and childbirth · 2023Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
introductionThe taxonomy code(s) associated with each National Provider Identifier (NPI) entry should characterize the provider's role (e.g., physician) and any specialization (e.g., orthopedic surgery). While the intent of the taxonomy system was to monitor medical appropriateness and the expertise of care provided, this system is now being used by researchers to identify providers and their practices. It is unknown how accurate the taxonomy codes are in describing a provider's true specialization.
methodsDepartment websites of orthopedic surgery and general surgery from three large academic institutions were queried for practicing surgeons. The surgeon's specialty and subspeciality information listed was compared to the provider's taxonomy code(s) listed on the National Plan and Provider Enumeration System (NPPES). The match rate between these data sources was evaluated based on the specialty, subspecialty, and institution.
resultsThere were 295 surgeons (205 general surgery and 90 orthopedic surgery) and 24 relevant taxonomies (8 orthopedic and 16 general or plastic) for analysis. Of these, 294 surgeons (99%) selected their general specialty taxonomy correctly, while only 189 (64%) correctly chose an appropriate subspecialty. General surgeons correctly chose a subspecialty more often than orthopedic surgeons (70 versus 51%, P = 0.002). The institution did not affect either match rate, however there were some differences noted in subspecialty match rates inside individual departments.
conclusionsIn these institutions, the NPI taxonomy is not accurate for describing a surgeon's subspecialty or actual practice. Caution should be taken when utilizing this variable to describe a surgeon's subspecialization as our findings might apply in other groups.
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