Evidence map›Paper›PMID 38273069›Full record

ArticleJournal of general internal medicine2024

A Pragmatic Approach to Identifying and Profiling Primary Care Clinicians and Primary Care Practices in the USA.

Chunliu Zhan, Robert J McNellis, Patrick G O'Malley, Portia C Buchongo, Elisabeth U Kato, Sebastian T Tong, Lingrui Liu, Jesse Crosson, Arlene S Bierman, Aimee R Eden and 1 more

Abstract read
In one paragraph

Article in Journal of general internal medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Chunliu ZhanAgency for Healthcare Research and Quality, Rockville, MD, USA. Chunliu.zhan@ahrq.hhs.gov.ORCID 0009-0000-8519-565X
Robert J McNellisNational Institutes of Health, Office of Disease Prevention, Bethesda, MD, USA.
Patrick G O'MalleyUniformed Services University, Bethesda, MD, USA.
Portia C BuchongoUniversity of Maryland School of Public Health, College Park, MD, USA.
Elisabeth U KatoAgency for Healthcare Research and Quality, Rockville, MD, USA.
Sebastian T TongUniversity of Washington, Seattle, WA, USA.
Lingrui LiuAgency for Healthcare Research and Quality, Rockville, MD, USA.
Jesse CrossonAgency for Healthcare Research and Quality, Rockville, MD, USA.
Arlene S BiermanAgency for Healthcare Research and Quality, Rockville, MD, USA.
Aimee R EdenAgency for Healthcare Research and Quality, Rockville, MD, USA.
Therese MillerAgency for Healthcare Research and Quality, Rockville, MD, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThere are no consistent data on US primary care clinicians and primary care practices owing to the lack of standard methods to identify them, hampering efforts in primary care improvement.

methodsWe develop a pragmatic framework that identifies primary care clinicians and practices in the context of the US healthcare system, and applied the framework to the IQVIA OneKey Healthcare Professional database to identify and profile primary care clinicians and practices in the USA.

resultsOur framework prescribes sequential steps to identify primary care clinicians by cross-examining clinician specialties and organizational affiliations, and then identify primary care practices based on organization types and presence of primary care clinicians. Applying this framework to the 2021 IQVIA data, we identified 365,751 physicians with a primary specialty in primary care, and after excluding those who further specialized (24%), served as hospitalists (5%), or worked in non-primary care settings (41%), we determined that 179,369 (49%) of them were actually practicing primary care. We identified 287,506 nurse practitioners and 134,083 physician assistants and determined that 88,574 (31%) and 29,781 (22%), respectively, were delivering primary care. We identified 94,489 primary care practices, and found that 45% of them were with one primary care physician, 15% had two physicians, 12% employed nurse practitioners or physician assistants only, and 19% employed both primary care physicians and specialists.

conclusionsOur approach offers a pragmatic and consistent alternative to the diverse methods currently used to identify and profile primary care workforce and organizations in the USA.

Indexed as

Physicians, Primary CarePrimary Health CareDatabases, FactualHumansUnited Statesprimary careprimary care cliniciansprimary care practices

Identifiers

PMID38273069
PMCPMC11306469

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.