Evidence map›Paper›PMID 37982233›Full record

ArticleJournal of the American Heart Association2023

Within-Physician Differences in Patient Sharing Between Primary Care Physicians and Cardiologists Who Treat White and Black Patients With Heart Disease.

Luke J Matthews, Cheryl L Damberg, Shiyuan Zhang, Jose J Escarce, C Ben Gibson, Megan Schuler, Ioana Popescu

Open access · goldAbstract readComparative Study
In one paragraph

Article in Journal of the American Heart Association, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.7field-weighted citation impact, top 23% of its field
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

2 citing papers in PubMed, 2 citations in OpenAlex.

  1. Article
  2. Characterizing Physician Referral Networks with Ricci Curvature.Pediatric and lifespan data science : First International Conference, IPLDSC 2024, Anaheim, CA, USA, May 23-24, 2024, Revised Selected Papers. International Pediatric and Lifespan Data Science Conference (1st : 2024 : Anaheim, Calif.) · 2025
    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

7 authors at 2 institutions in 1 country.

Luke J MatthewsRAND Corporation Santa Monica CA.ORCID 0000-0002-4382-1007
Cheryl L DambergRAND Corporation Santa Monica CA.ORCID 0000-0001-8169-9420
Shiyuan ZhangRAND Corporation Santa Monica CA.ORCID 0000-0003-0615-1347
Jose J EscarceDavid Geffen School of Medicine at UCLA Los Angeles CA.
C Ben GibsonRAND Corporation Santa Monica CA.ORCID 0000-0003-2561-9574
Megan SchulerRAND Corporation Santa Monica CA.ORCID 0000-0002-6009-8367
Ioana PopescuRAND Corporation Santa Monica CA.ORCID 0000-0001-8445-1949
RAND Corporation · USUniversity of California, Los Angeles · US

Funding

Understanding Health Care Delivery Systems PCOR Adoption and System PerformanceU19HS024067 · AHRQ · RAND CORPORATION · PI DAMBERG, CHERYL · 2015 to 2019
$17.4M
Physician Networks and the Racial Gap in Hospital Quality of Care for Coronary Heart DiseaseR01HL148420 · NHLBI · RAND CORPORATION · PI POPESCU, IOANA · 2019 to 2022
$2.7M
AHRQ HHS U19 HS024067NHLBI NIH HHS R01 HL148420
6 · The paper itself

Abstract

backgroundBlack-White disparities in heart disease treatment may be attributable to differences in physician referral networks. We mapped physician networks for Medicare patients and examined within-physician Black-White differences in patient sharing between primary care physicians and cardiologists. METHODS AND

resultsUsing Medicare fee-for-service files for 2016 to 2017, we identified a cohort of Black and White patients with heart disease and the primary care physicians and cardiologists treating them. To ensure the robustness of within-physician comparisons, we restricted the sample to regional health care markets (ie, hospital referral regions) with at least 10 physicians sharing ≥3 Black and White patients. We used claims to construct 2 race-specific physician network measures: degree (number of cardiologists with whom a primary care physician shares patients) and transitivity (network tightness). Measures were adjusted for Black-White differences in physician panel size and calculated for all settings (hospital and office) and for office settings only. Of 306 US hospital referral regions, 226 and 145 met study criteria for all settings and office setting analyses, respectively. Black patients had more cardiology encounters overall (6.9 versus 6.6;

conclusionsWithin-physician Black-White differences in patient sharing exist and may contribute to disparities in cardiac care.

Indexed as

CardiologistsHealthcare DisparitiesHeart DiseasesPhysicians, Primary CareAgedBlack or African AmericanFemaleHumansMaleMedicareReferral and ConsultationUnited StatesWhitecardiology referralsMedicarepatient sharingphysician networksracial disparities

Identifiers

PMID37982233
PMCPMC10727292
OpenAlexW4388828215

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.