Evidence map›Paper›PMID 35918151›Full record

ArticleCMAJ open

Geographic and temporal variation in the treatment and outcomes of atrial fibrillation: a population-based analysis of national quality indicators.

Derek S Chew, Flora Au, Yuan Xu, Braden J Manns, Marcello Tonelli, Stephen B Wilton, Brenda Hemmelgarn, Shiying Kong, Derek V Exner, Amity E Quinn

Abstract read
In one paragraph

Article in CMAJ open. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 2 pooled it
–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

7 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Article
  5. Advancing Methods to Study Clinical Variation in Healthcare.Journal of evaluation in clinical practice · 2026
    Review
  6. Article
  7. 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

10 authors.

Derek S ChewDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta. dchew@ucalgary.ca.
Flora AuDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Yuan XuDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Braden J MannsDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Marcello TonelliDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Stephen B WiltonDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Brenda HemmelgarnDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Shiying KongDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Derek V ExnerDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.
Amity E QuinnDuke Clinical Research Institute (Chew), Duke University, Durham, NC; Libin Cardiovascular Institute (Chew, Manns, Tonelli, Wilton, Exner) and O'Brien Institute of Public Health (Au, Manns, Tonelli, Wilton, Exner), University of Calgary; Departments of Community Health Sciences (Au, Xu, Manns, Tonelli, Wilton, Hemmelgarn, Kong, Exner, Quinn), Oncology (Xu, Kong), Surgery (Xu, Kong) and Medicine (Manns, Tonelli), University of Calgary, Calgary, Alta.; Faculty of Medicine and Dentistry (Hemmelgarn), University of Alberta, Edmonton, Alta.

Funding

CIHR
6 · The paper itself

Abstract

backgroundAssessment of potential geographic variation in quality indicators of atrial fibrillation care may identify opportunities for improvement in the quality of atrial fibrillation care. The objective of this study was to assess for potential geographic variation in the quality of atrial fibrillation care in Alberta, Canada.

methodsIn a population-based cohort of adults (age ≥ 18 yr) with incident nonvalvular atrial fibrillation (NVAF) diagnosed between Apr. 1, 2008, and Mar. 31, 2016, in Alberta, we investigated the variation in national quality indicators of atrial fibrillation care developed by the Canadian Cardiovascular Society. Specifically, we assessed the geographic and temporal variation in the proportion of patients with initiation of oral anticoagulant therapy, persistence with therapy, ischemic stroke and major bleeding outcomes 1 year after atrial fibrillation diagnosis using linked administrative data sets. We defined stroke risk using the CHADS

resultsOf the 64 093 patients in the study cohort (35 019 men [54.6%] and 29 074 women [45.4%] with a mean age of 69 [standard deviation 15.9] yr), 36 199 were at high risk for stroke and 14 411 were at moderate risk. Within 1 year of NVAF diagnosis, 20 180 patients (55.7%) in the high-risk group and 6448 patients (44.7%) in the moderate-risk group were prescribed anticoagulation. A total of 2187 patients (3.4%) had an ischemic stroke, and 2996 patients (4.7%) experienced a major bleed. There was substantial regional variation observed in initiation of oral anticoagulant therapy but not in the proportion of patients with ischemic stroke or major bleeding. Among the 64 Health Status Areas in Alberta, therapy initiation rates ranged from 22.6% to 71.2% among patients at high stroke risk and from 22.7% to 55.8% among those at moderate stroke risk, with clustering of lower therapy initiation rates in rural northern regions.

interpretationThe rate of initiation of oral anticoagulant therapy among adults with incident atrial fibrillation was less than 60% in patients in whom oral anticoagulant therapy would be considered guideline-appropriate care. The large geographic variation in oral anticoagulant prescribing warrants additional study into patient, provider and health care system factors that contribute to variation and drive disparities in high-quality, equitable atrial fibrillation care.

Indexed as

Atrial FibrillationIschemic StrokeStrokeAdultAgedAlbertaAnticoagulantsFemaleHemorrhageHumansMaleQuality Indicators, Health CareTreatment OutcomeAnticoagulants

Identifiers

PMID35918151
PMCPMC9352379

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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.