Evidence map›Paper›PMID 34668397›Full record

ArticleJournal of the American Heart Association2021

Association of Cardiology Billing Amounts With Health Care Utilization and Clinical Outcomes in Patients With Atrial Fibrillation.

R Sacha Bhatia, Cherry Chu, Anna Kaoutskaia, Dennis T Ko, Kaveh G Shojania, Paul Dorian, Bing Yu, Mohammed Shurrab, Jiming Fang, Heather Ross and 4 more

Abstract read
In one paragraph

Article in Journal of the American Heart Association, 2021. 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
–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

2 citing papers in PubMed.

  1. Review
  2. Physician Variation and the Impact of Payment Model in Cardiac Imaging.Journal of the American Heart Association · 2023
    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

14 authors.

R Sacha BhatiaInstitute for Health Systems Solutions and Virtual CareWomen's College Hospital Toronto Ontario Canada.
Cherry ChuInstitute for Health Systems Solutions and Virtual CareWomen's College Hospital Toronto Ontario Canada.
Anna KaoutskaiaSt. Matthew's University School of Medicine Cayman Islands.
Dennis T KoICES Toronto Ontario Canada.ORCID 0000-0001-6840-8051
Kaveh G ShojaniaSunnybrook Health Sciences Centre University of Toronto Toronto Ontario Canada.
Paul DorianDepartment of Medicine Faculty of Medicine University of Toronto Toronto Ontario Canada.ORCID 0000-0002-8244-3520
Bing YuICES Toronto Ontario Canada.
Mohammed ShurrabCardiology Department Health Sciences NorthHealth Sciences North Research InstituteNorthern Ontario School of Medicine Sudbury Ontario Canada.
Jiming FangICES Toronto Ontario Canada.
Heather RossPeter Munk Cardiac Centre University Health Network Toronto Ontario Canada.ORCID 0000-0003-4384-3027
Peter C AustinICES Toronto Ontario Canada.ORCID 0000-0003-3337-233X
Zachary BouckInstitute for Health Systems Solutions and Virtual CareWomen's College Hospital Toronto Ontario Canada.ORCID 0000-0003-3145-1915
Shaun G GoodmanDepartment of Medicine Faculty of Medicine University of Toronto Toronto Ontario Canada.ORCID 0000-0001-8068-2440
Eugene CrystalInstitute for Health Systems Solutions and Virtual CareWomen's College Hospital Toronto Ontario Canada.ORCID 0000-0002-1723-6154

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background The relationship between health care utilization and outcomes in patients with atrial fibrillation is unknown. The objective of this study was to investigate whether cardiologists' billing amounts in a fee-for-service environment are associated with better patient-level clinical outcomes. Methods and Results A retrospective cohort study was conducted using administrative claims data of cardiologists in Ontario, Canada between April 1, 2011 and March 31, 2016. The cardiologists were stratified into quintiles based on their median billing patterns per patient over the observation period. The primary outcomes were patient-level receipt of repeat visits, cardiac diagnostic tests, and medications ≤1 year of index date. The secondary clinical outcomes were death, emergency department visits, and all-cause hospitalization 1-year post-index visit. The patient cohort comprised 182 572 patients with atrial fibrillation (median age 74 years, 58% male) from 467 cardiologists. Patients with atrial fibrillation seen by higher-billing cardiologists were 26% more likely to have an echocardiogram (adjusted odds ratio [aOR], 1.26 [95% CI, 1.10-1.43] for quintile 5 versus 2), 28% a stress test (aOR, 1.28 [1.12-1.46] for quintile 5 versus 2), 25% continuous electrocardiographic monitoring (aOR, 1.25 [1.08-1.46] for quintile 4 versus 2), and 79% more likely to get a stress echocardiogram (aOR, 1.79 [1.32-2.42] for quintile 5 versus 2). They also had a higher rate of all-cause hospitalization (aOR, 1.13 [1.07-1.20]). Mortality rates were similar across cardiologists billing quintiles (eg, aOR, 0.98 [0.87-1.11] for quintile 4 versus 2). Conclusions Higher-billing cardiologists ordered more diagnostic tests per patient with atrial fibrillation but these are not associated with improvements in outcomes.

Indexed as

Atrial FibrillationCardiologyAgedFemaleHospitalizationHumansMaleOntarioPatient Acceptance of Health CareRetrospective Studiesantiarrhythmia agentatrial fibrillation arrhythmiacost‐effectivenessoutcomeoutcome and process assessment

Identifiers

PMID34668397
PMCPMC8751834

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Registered trials

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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.