Thromboprophylaxis for Patients with High-risk Atrial Fibrillation and Flutter Discharged from the Emergency Department

Author Affiliation
David R. Vinson, MD The Permanente Medical Group, Oakland, California;
Kaiser Permanente, Division of Research, Oakland, California;
Kaiser Permanente Sacramento Medical Center, Department of Emergency Medicine, Sacramento, California
E. Margaret Warton, MPH Kaiser Permanente, Division of Research, Oakland, California
Dustin G. Mark, MD The Permanente Medical Group, Oakland, California;
Kaiser Permanente, Division of Research, Oakland, California;
Kaiser Permanente Oakland Medical Center, Department of Emergency Medicine, Oakland, California
Dustin W. Ballard, MD, MBE The Permanente Medical Group, Oakland, California;
Kaiser Permanente, Division of Research, Oakland, California;
Kaiser Permanente San Rafael Medical Center, Department of Emergency Medicine, San Rafael, California
Mary E. Reed, DrPH Kaiser Permanente, Division of Research, Oakland, California
Uli K. Chettipally, MD, MPH The Permanente Medical Group, Oakland, California;
Kaiser Permanente South San Francisco Medical Center, Department of Emergency Medicine, San Francisco, California
Nimmie Singh, DO Mercy Redding Family Practice Residency Program, Redding, California
Sean Z. Bouvet, MD The Permanente Medical Group, Oakland, California;
Kaiser Permanente Walnut Creek Medical Center, Department of Emergency Medicine, Walnut Creek, California
Bory Kea, MD, MCR Oregon Health and Science University, Department of Emergency Medicine, Portland, Oregon
Patricia C. Ramos, MD, MCRP Kaiser Permanente Sunnyside Medical Center, Northwest Permanente Physicians and Surgeons, Department of Emergency Medicine, Portland, Oregon
David S. Glaser, MD Sisters of Charity of Leavenworth St. Joseph Hospital, Department of Emergency Medicine, Denver, Colorado
Alan S. Go, MD The Permanente Medical Group, Oakland, California;
Kaiser Permanente, Division of Research, Oakland, California;
University of California, San Francisco, Departments of Epidemiology, Biostatistics, and Medicine, San Francisco, California;
Stanford University School of Medicine, Department of Health Research and Policy, Palo Alto, California

Introduction
Methods
Results
Discussion
Limitations
Conclusion
Supplementary information

ABSTRACT

Introduction

Many patients with atrial fibrillation or atrial flutter (AF/FL) who are high risk for ischemic stroke are not receiving evidence-based thromboprophylaxis. We examined anticoagulant prescribing within 30 days of receiving dysrhythmia care for non-valvular AF/FL in the emergency department (ED).

Methods

This prospective study included non-anticoagulated adults at high risk for ischemic stroke (ATRIA score ≥7) who received emergency AF/FL care and were discharged home from seven community EDs between May 2011 and August 2012. We characterized oral anticoagulant prescribing patterns and identified predictors of receiving anticoagulants within 30 days of the index ED visit. We also describe documented reasons for withholding anticoagulation.

Results

Of 312 eligible patients, 128 (41.0%) were prescribed anticoagulation at ED discharge or within 30 days. Independent predictors of anticoagulation included age (adjusted odds ratio [aOR] 0.89 per year, 95% confidence interval [CI] 0.82–0.96); ED cardiology consultation (aOR 1.89, 95% CI [1.10–3.23]); and failure of sinus restoration by time of ED discharge (aOR 2.65, 95% CI [1.35–5.21]). Reasons for withholding anticoagulation at ED discharge were documented in 139 of 227 cases (61.2%), the most common of which were deferring the shared decision-making process to the patient’s outpatient provider, perceived bleeding risk, patient refusal, and restoration of sinus rhythm.

Conclusion

Approximately 40% of non-anticoagulated AF/FL patients at high risk for stroke who presented for emergency dysrhythmia care were prescribed anticoagulation within 30 days. Physicians were less likely to anticoagulate older patients and those with ED sinus restoration. Opportunities exist to improve rates of thromboprophylaxis in this high-risk population.

INTRODUCTION

Atrial fibrillation (AF) and atrial flutter (AFL) independently increase the risk of ischemic stroke five-fold and account for an estimated 15% of ischemic strokes. 1 For this reason, stroke prevention is one of the leading management objectives in the long-term care of patients with AF or AFL (AF/FL), regardless of rhythm duration or permanence. 2-5 Validated thromboembolism risk scores exist to help readily identify the high-risk AF/FL population that would benefit from long-term anticoagulation. 6-9 Nevertheless, underuse of thromboprophylaxis persists nationally and internationally, in large measure because physicians incorrectly assess levels of risks and benefits. 10-19

Non-anticoagulated patients with AF/FL commonly seek rhythm-related care in the emergency department (ED). 15, 20-22 AF patients who present for emergency care have a higher incidence of stroke and death than patients seen in other venues. 23 In some settings, more than half of AF patients discharged from the ED fail to achieve outpatient follow-up within 90 days of discharge, regardless of insurance status. 24 In such cases, an ED visit may provide a critical opportunity for a stroke-prevention intervention. Such encounters may also serve as a sentinel event for those at high risk for stroke, facilitating important changes in their health behavior. 25-30 Physicians can seize on such teachable moments to educate high-risk AF/FL patients on stroke risk and prevention and, when appropriate, to recommend or prescribe anticoagulation.15, 31

Initiating anticoagulation at the time of ED discharge for stroke-prone patients does not increase bleeding rates and contributes to decreased mortality. 32 Some patients, however, might prefer to have this shared decision-making conversation with a provider aware of their values and preferences, e.g., a primary care provider or cardiologist. 3 Nevertheless, emergency physicians (EP) are an important link in the chain of multi-specialty care coordination for the stroke-prone AF/FL population—whether they initiate the discussion of thromboprophylaxis or actually prescribe anticoagulation. 33,34

The initiation of thromboprophylaxis to ED patients with AF/FL at high risk for stroke has not been extensively studied. The literature that exists, however, demonstrates under-prescribing in countries around the world. 12, 15, 20, 35-37 The prescribing practices in U.S. community EDs, however, are not well understood.

We undertook a multicenter, prospective, observational study to evaluate the anticoagulation practice patterns of community EPs and short-term, post-ED care providers in the management of patients with non-valvular AF/FL considered at high risk for ischemic stroke. We also sought to identify factors influencing initiation of oral anticoagulation. We hypothesized that increasing age, lack of cardiology involvement in the patient’s ED care, and restoration of sinus rhythm before ED discharge would decrease the likelihood of receiving an oral anticoagulant prescription. Lastly, we reviewed the electronic health records of the patients discharged without anticoagulation to evaluate documented reasons for withholding anticoagulation and provision of educational material on AF/FL stroke risk and prevention.

 

Population Health Research Capsule

What do we already know about this issue?

Oral anticoagulation can reduce strokes by two-thirds in patients with non-valvular atrial fibrillation or flutter (AF/FL), yet many high-risk patients remain untreated.

What was the research question?

What is the incidence of anticoagulation initiation within 30 days of emergency AF/FL care for high stroke-risk patients?

What was the major finding of the study?

Only 41% of untreated high-risk patients received an anticoagulant prescription at ED discharge or in the following 30 days.

How does this improve population health?

Multidisciplinary efforts to reduce strokes in high-risk AF/FL patients will need to address physician misunderstandings of anticoagulation risks and benefits and improve patient education.

 

METHODS

The study was approved by the Kaiser Permanente Northern California (KPNC) Institutional Review Board. Waiver of informed consent was obtained due to the observational nature of the study.

Study Design and Setting

This study was a sub-analysis of a prospective observational study (TAFFY, Treatment of AF/FL in the emergencY department). 38 The source population was based within KPNC, a large integrated healthcare delivery system that provides comprehensive medical care for four million members across 21 medical centers. KPNC members represent approximately 33% of the population in areas served and are highly representative of the local surrounding and statewide population.

Emergency care was provided by emergency medicine residency-trained and board-certified (or board-prepared) EPs. During the study period (May 2011 to August 2012), the annual census of each of the seven EDs ranged from 25,000 to 78,000. No departmental policies were in place at the participating EDs to govern the short-term anticoagulation management of patients with AF/FL. Patient care was left to the discretion of the treating EPs.

All facilities had pharmacy services available around-the-clock for discharge medications and supplemental patient education. Oral anticoagulation medications in use within KPNC during the study period were warfarin and dabigatran, warfarin being the drug of choice at the time. Furthermore, each facility had its own pharmacy-managed, phone-based Outpatient Anticoagulation Service that managed outpatient warfarin use and provided close follow-up and monitoring of these patients, akin to similar programs in other KP regions in the U.S. 39, 40 The percent time in therapeutic range for the international normalized ratio during the study period varied by facility and ranged from 70% to 74%, calculated with a six-month look-back period using the Rosendaal linear interpolation method.41

Selection of Participants

In the TAFFY study, adult (≥18 years) KPNC health plan members in the ED with electrocardiographically-confirmed non-valvular AF/FL were eligible for prospective enrollment if their atrial dysrhythmia fell into any one of these three categories: (1) symptomatic AF/FL; (2) AF/FL requiring ED treatment for rate or rhythm control; or (3) the first known electrocardiographically-documented episode of AF/FL (that is, newly diagnosed). Patients were ineligible if they were transferred in from another ED, were receiving only palliative comfort care, had an implanted cardiac pacemaker/defibrillator, or had been resuscitated from a cardiac arrest in the ED or just prior to arrival. The treating EPs enrolled patients via convenience sampling and were provided a small token of appreciation for their bedside data collection. No research assistants facilitated enrollment.

This anticoagulation study included TAFFY patients who were (1) not taking oral anticoagulants at the time of ED presentation; (2) at high risk for thromboembolic complications based on a validated thromboembolism risk score; and (3) discharged home directly from the ED. Only a patient’s first enrollment was included in this analysis. We used the validated Anticoagulation and Risk Factors in Atrial Fibrillation (ATRIA) stroke risk score (see below) to identify our AF/FL population at high risk for thromboembolism, as it has been shown to be more accurate than the CHADS2 or CHA2DS2-VASc stroke risk scores. 9, 42, 43

Methods and Measurements

TAFFY variables collected prospectively at the time of patient care included presenting symptoms; characterization of the atrial dysrhythmia (AF, AFL, or both; new, first-time diagnosis; physician’s impression of clinical category [intermittent/recurrent; chronic/sustained, 24/7; unclear]; recent onset of rhythm-related symptoms [<48 hours]); comorbid diagnoses; ED management (rate reduction, attempted cardioversion); cardiology consultation; discharge rhythm and discharge pharmacotherapy. To minimize the effect that structured data collection might have on stroke prevention and to improve the odds of describing real-world behavior, the physician education material and data collection tool mentioned none of the following: hemorrhage risk, thromboembolic risk, risk scoring, indications for anticoagulation, post-ED follow-up care, or this study’s objectives and hypotheses. We undertook monthly manual chart review audits at each medical center to identify cases that were TAFFY-eligible but had not been enrolled to assess potential selection bias between the enrolled and missed-eligible populations.

After completion of the enrollment period, we extracted additional demographic and clinical variables from the health system’s comprehensive integrated electronic health record. These included additional patient characteristics and oral anticoagulation prescription, prescriber, and outpatient follow-up within 30 days of ED discharge.

Stroke Risk

We retrospectively calculated the ATRIA stroke risk score from structured data in the comprehensive electronic health record using definitions of score variables from the original derivation and validation studies. 9 The ATRIA stroke risk score uses weighted scoring based on points assigned for age, prior history of ischemic stroke, female gender, diabetes mellitus, chronic heart failure, hypertension, known proteinuria, and estimated glomerular filtration rate <45 ml/min/1.73 m2 or end-stage renal disease treated with dialysis or kidney transplant (Table 1). 9 Patients with an ATRIA score ≥7 were categorized as high risk.

Table 1ATRIA stroke risk score components and point assignment for adults with atrial fibrillation.9

Risk factor Points assigned*
Age, yr
 ≥85, with prior ischemic stroke 9
 75 to 84, with prior ischemic stroke 7
 65 to 74, with prior ischemic stroke 7
 <65, with prior ischemic stroke 8
 ≥85, without prior ischemic stroke 6
 75 to 84, without prior ischemic stroke 5
 65 to 74, without prior ischemic stroke 3
Female gender 1
Diabetes mellitus 1
Chronic heart failure 1
Hypertension 1
Proteinuria 1
eGFR<45 ml/min/1.73 m2 or end-stage renal disease 1

ATRIA, Anticoagulation and Risk Factors in Atrial Fibrillation; eGFR, estimated glomerular filtration rate.  *A total point score for a given patient corresponds with the following risk classes: 0–5 points, low risk; 6 points, moderate risk; 7–15 points, high risk.

Bleeding Risk

We characterized predicted bleeding risk using a modified HAS-BLED score. 44, 45 HAS-BLED is an acronym for hypertension (uncontrolled, >160 mmHg systolic), abnormal renal/liver function (one point for presence of renal or liver impairment, maximum two points), stroke (previous history, particularly lacunar), bleeding history or predisposition (anemia), labile international normalized ratio (INR) (i.e., therapeutic time in range <60%), elderly (>65 years), drugs or alcohol (antiplatelet agents, nonsteroidal anti-inflammatory drugs; one point for drugs plus one point for alcohol excess, maximum two points). Patients with a HAS-BLED risk score of ≥3 were deemed at high risk for bleeding. We modified the HAS-BLED score slightly to accommodate retrospective identification of structured variables in the electronic health record (see Table A.1, in the online appendix). 46

Manual Chart Review

We undertook a structured manual chart review of the ED provider notes and discharge instructions for patients discharged home without anticoagulation. We identified physician and patient reasons for not starting anticoagulation. We noted also if patient education material on AF/FL, which included a mention of the association of these dysrhythmias with thromboembolic events, was included in the printed discharge instructions. We entered our findings directly into a standardized electronic data collection instrument, modified to its final form after pilot testing. The physician abstractors received training on data collection methods and were not blinded to the study objectives. The principal investigator answered and arbitrated coding questions until consensus was formed, and monitored data collection activities. A random sample of cases (10%) was selected for independent review to assess documentation of reasons for anticoagulation non-prescribing and presence of patient education material on AF/FL at ED discharge.

Outcomes

Our primary outcome was a new oral anticoagulation prescription ordered by either the EP at the index ED discharge or a subsequent provider within 30 days of the index ED visit. We captured all prescription orders of anticoagulants in our comprehensive pharmacy databases. Our secondary outcomes were the reason for withholding anticoagulation documented in the EP’s note for patients discharged without anticoagulation and inclusion of AF/FL patient education material in the printed discharge instructions.

Statistical Analysis

We conducted all analyses using SAS statistical software, version 9.31 (Cary, N.C.). A two-tailed p value of less than 0.05 was considered significant. We compared characteristics between those enrolled and not enrolled in the study, as well as groups with and without anticoagulation initiation in the study, using chi-square tests for categorical variables and t-tests or Wilcoxon rank-sum tests for continuous variables. Univariate logistic regression models for the outcome of receipt of anticoagulants within 30 days of the index AF/FL visit identified possible predictors. After running a fully saturated adjusted model, we retained predictors that were significant (p<0.05) along with age, gender, and race/ethnicity to generate a final multivariable model estimating odds ratios and 95% confidence intervals. We measured interrater reliability for chart-reviewed variables using both percent agreement and an unweighted kappa statistic.

RESULTS

Among 2,849 identified eligible patients, 1,980 (69.5%) were enrolled by the treating physicians in the parent TAFFY study. Enrolled and non-enrolled patients were comparable in terms of age, gender, comorbidity, and stroke risk scores, except that enrolled patients were more likely to have had a history of prior diagnosed AF/FL (see Table A.2, in the online appendix). For the present analysis, we excluded 906 enrolled patients (45.8%) who were not discharged home directly from the ED or were not KP health plan members at enrollment, 252 patients (23.5%) who were already taking anticoagulation therapy and 510 patients (62.0%) who were not high risk for thromboembolism (ATRIA score <7) (Figure). The remaining 312 AF/FL patients constituted our study cohort. While selected for the study based on their ATRIA score, all study patients were also found to be high risk using the CHA2DS2-VASc score (≥2 points). 7 Overall, median age was 80 years (interquartile range, 76 to 85), and 201 (64.4%) cohort members were women.

Figure
TAFFY, Treatment of Atrial Fibrillation and Flutter in the emergencY department; ATRIA, Anticoagulation and Risk Factors in Atrial Fibrillation Study.

Oral anticoagulants were prescribed to 128 patients (41.0%) within 30 days of the index ED visit, with 85 patients (27.2%) receiving a new anticoagulant prescription at the time of ED discharge and the remaining 43 patients (13.7%) in the following 30 days. In this sample, warfarin was the only oral anticoagulant prescribed. During the post ED-discharge period, the specialty of the physician prescribing anticoagulation included outpatient internal medicine (n=30), cardiology (n=6), hospital medicine (n=4), and emergency medicine (n=3). Among the 227 patients who left the ED without an oral anticoagulant prescription, 195 (85.9%) had an in-person or telephone encounter with a primary care provider or cardiologist within 30 days.

Forty-three patients (13.8%) were discharged home only on antiplatelet medications: seven were advised to continue their daily aspirin and 36 were prescribed (or advised to begin) new daily antiplatelet agents at the time of discharge (35 aspirin and one clopidogrel).

Characteristics of the cohort stratified by anticoagulation initiation are described in Table 2.

Table 2Characteristics of atrial fibrillation and flutter patients at high risk for stroke who were discharged home from the emergency department, stratified by anticoagulation initiation.

Patient characteristics Anticoagulation initiation in ED or within 30 days

Total (N=312) Yes (n=128, 41.0%) No (n=184, 59.0%) P-value*
Age at ED visit, years
 Mean (SD) 80.4 (6.8) 78.5 (5.8) 81.8 (7.1) <0.001
 Categorical, n (%)
  65 to 74 48 (15.4) 24 (18.8) 24 (13.0) 0.17
  ≥75 264 (84.6) 104 (81.2) 160 (87.0)
Female gender, n (%) 201 (64.4) 75 (58.6) 126 (68.5) 0.07
Race 0.29
 White/European 262 (84.0) 105 (82.0) 157 (85.3)
 Asian/Pacific Islander 25 (8.0) 13 (10.2) 12 (6.5)
 Black/African American 16 (5.1) 7 (5.5) 9 (4.9)
 Native Hawaiian/other Pacific Islander 2 (0.6) 1 (0.8) 1 (0.5)
 Other/unknown 7 (2.24) 2 (1.6) 5 (2.7)
Comorbidities and scores
 History of atrial fibrillation and flutter 137 (43.9) 37 (28.9) 100 (54.3) <0.001
 Hypertension 264 (84.6) 112 (87.5) 152 (82.6) 0.23
 Proteinuria 168 (53.8) 69 (53.9) 99 (53.8) 0.99
 Diabetes mellitus 83 (26.6) 44 (34.4) 39 (21.2) 0.01
 Coronary heart disease 75 (24.0) 40 (31.3) 35 (19.0) 0.01
 Estimated GFR <45 ml/min/1.73 m2 or end-stage renal disease 62 (19.9) 28 (21.9) 34 (18.5) 0.46
 Chronic heart failure 44 (14.1) 18 (14.1) 26 (14.1) 0.99
 Peripheral artery disease 13 (4.2) 8 (6.3) 5 (2.7) 0.13
 Prior ischemic stroke 4 (1.3) 1 (0.8) 3 (1.6) 0.50
ATRIA study stroke risk score
 Mean (SD) 12.5 (3.8) 11.7 (3.3) 13.1 (4.0) <0.001
 Median (IQR) 11.5 (10–16) 11 (10–13) 12 (10.5–17)
HAS-BLED hemorrhage risk score
 Mean (SD) 2.6 (1.4) 2.4 (1.3) 2.7 (1.4) 0.07
 Median (IQR) 2.0 (2–3) 2.0 (2–3) 2.0 (2–4)
 Categorical, n (%)
  Low risk (<3) 179 (57.4) 83 (64.8) 96 (52.2) 0.03
  High risk (≥3) 133 (42.6) 45 (35.2) 88 (47.8)
Rhythm characteristics
 Diagnosis
  Atrial fibrillation (any) 285 (91.3) 110 (85.9) 175 (95.1) <0.01
  Atrial flutter (isolated) 27 (8.7) 18 (14.1) 9 (4.9)
 Recent-onset of rhythm-related symptoms (<48 hours)
  Yes 147 (47.1) 50 (39.1) 97 (52.7) 0.04
  No 68 (21.8) 35 (27.3) 33 (17.9)
  Unclear 97 (31.1) 43 (33.6) 54 (29.3)
 Impression of clinical category
  Intermittent/recurrent 208 (66.7) 88 (68.7) 120 (65.2) 0.01
  Chronic/sustained 41 (13.1) 9 (7.0) 32 (17.4)
  Unclear 63 (20.2) 31 (24.2) 32 (17.4)
 Sinus rhythm at discharge 140 (44.9) 48 (37.5) 92 (50.0) 0.03
ED cardiologist consultation 117 (37.5) 64 (50.0) 53 (28.8) <0.001

ED, emergency department; GFR, glomerular filtration rate; ATRIA, Anticoagulation and Risk Factors in Atrial Fibrillation; HAS-BLED, Hypertension, Abnormal renal/liver function, Stroke, Bleeding history or predisposition, Labile international normalized ratio, Elderly (>65 years), Drugs or alcohol; SD, standard deviation; IQR, interquartile range.  *P-values from chi-square likelihood ratio tests for all categorical comparisons. For comparison of means, Student t-tests are reported.

Variables independently associated with increased odds of anticoagulation initiation included younger age, new diagnosis of AF/FL, symptom onset >48 hours prior to evaluation, EP assessment of rhythm pattern as intermittent (not unremitting), receipt of cardiology consultation in the ED, and failure of sinus restoration by time of ED discharge (Table 3).

Table 3Association of variables with 30-day anticoagulation initiation for high-risk patients (ATRIA score ≥7) with atrial fibrillation and flutter discharged home from the emergency department

Variable Anticoagulation initiation in ED or within 30 days

Univariate models Multivariable model


Odds ratio* 95% CI Adjusted odds ratio* 95% CI
Age, per year 0.93 0.89, 0.96 0.89 0.82, 0.96
Gender
 Female Reference Reference
 Male 0.65 0.41, 1.04 1.58 0.91, 2.74
Race
 White Reference Reference
 Non-white 1.27 0.69, 2.34 0.85 0.42, 1.74
Clinical characteristics at index ED visit
 Rhythm diagnosis
  AF, any Reference Reference
  AFL, isolated 3.18 1.38, 7.33 2.20 0.84, 5.77
 AF/FL history
  Prior AF/FL diagnosis Reference Reference
  New AF/FL diagnosis 2.93 1.81, 4.73 3.10 1.72, 5.58
 Onset of symptoms
  Recent-onset (<48 hrs) Reference Reference
  Not recent (≥48 hrs) 2.06 1.15, 3.69 2.31 1.03, 5.21
  Unclear 1.54 0.91, 2.62 1.10 0.54, 2.23
 AF/AFL categorization
  Chronic/unremitting Reference Reference
  Intermittent/recurrent 2.61 1.19, 5.74 4.56 1.65, 12.60
  Unclear 3.44 1.42, 8.38 3.43 1.14, 10.34
 ED cardiologist consultation
  No Reference Reference
  Yes 2.47 1.54, 3.96 1.89 1.10,3.23
 ED discharge rhythm
  Sinus rhythm Reference Reference
  AF/FL 1.67 1.05, 2.64 2.65 1.35, 5.21
 ATRIA stroke risk
  Score, per point increase above 6 0.90 0.84, 0.96 1.10 0.96, 1.26
 HAS-BLED hemorrhage risk score
  Score, per point increase 0.86 0.73, 1.02
  Categorical
   Low risk (<3) Reference
   High risk (≥3) 0.59 0.34, 1.01

ED, emergency department; AF, atrial fibrillation; AFL, atrial flutter; AF/FL, atrial fibrillation or flutter; ATRIA, Anticoagulation and Risk Factors in Atrial Fibrillation; HAS-BLED, Hypertension, Abnormal renal/liver function, Stroke, Bleeding history or predisposition, Labile international normalized ratio, Elderly (>65 years), Drugs or alcohol; CI, confidence interval.  *Reference group includes individuals with no anticoagulation initiation by 30 days after the index ED visit.

Among the 227 patients discharged home from the ED without anticoagulation, 139 patients (61.2%) had one or more reasons documented for withholding anticoagulation. These were categorized as physician concerns and patient concerns (Table 4). The leading physician reasons for withholding anticoagulation were concerns about elevated bleeding risk (including fall risk), deferring the decision to an outpatient provider, and the perception that the restoration of sinus rhythm had significantly reduced or eliminated stroke risk. The leading patient reasons for declining anticoagulation were a preference to continue the discussion of anticoagulation with their outpatient provider and simple refusal, not otherwise specified. Deferring the shared decision-making process to the patient’s outpatient provider was the leading reason for withholding anticoagulation when combining physician and patient concerns (43/227; 18.9%).

Table 4Documentation of reasons for withholding anticoagulation for high-risk patients with atrial fibrillation and flutter discharged home from the emergency department (n=227).

N (%)
Reasons for withholding anticoagulation
 Not documented 88 (38.8)
 Documented 139 (61.2)
Physician concerns* 86 (37.9)
 Bleed risk (including fall risk) 29 (12.8)†
 Defer decision to outpatient physician 23 (10.1)
 Restoration of sinus rhythm has reduced risk 19 (8.4)
 Assents with another physician’s recommendation (either in prior notes or during consultation) 15 (6.6)
 Perceived to be low risk for stroke, independent of sinus rhythm 6 (2.6)
 Already on LMWH or non-aspirin antiplatelet agent 3 (1.3)
Patient concerns* 60 (43.2)
 Prefers to discuss further with outpatient provider 20 (8.8)
 Declines anticoagulation, no explanation documented 20 (8.8)
 Previously discontinued‡ 10 (4.4)
 Perceived bleed risk 7 (3.0)
 Frequent phlebotomy required 3 (1.3)

LMWH, low molecular weight heparin.  *Percentage calculated from cases in which the reason for withholding anticoagulation was documented (n=139). Seven cases included documentation of both physician and patient concerns.  †In 15 of these 29 cases the physician specified that their concern was the risk of falling.  ‡Reasons for previous discontinuation of warfarin were documented in six cases and included intolerance (n=2), bleeding or easy bruising (n=2), allergy (n=1), and non-adherence (n=1).

One hundred thirty-seven (60.3%) patients were given patient education material on AF/FL in their discharge instructions. The three versions of material used by the EPs each included one sentence about the general association between AF/FL and thromboembolic events. The material was not personalized, however, and did not quantify the patient’s specific risk (e.g., 4.0% annual stroke risk), nor even mention broader thromboembolic risk categories (low, moderate, high), nor discuss the benefits and risks of stroke prevention therapy.

Using an online random number generator (random.org; Randomness and Integrity Services Ltd., Dublin, Ireland), we identified 23 cases for review by a second abstractor. Percent agreement was the same for presence of both documented reason for non-prescribing and provision of patient education material (22/23; 96.5%). The kappa statistic was 0.91 for each variable.

DISCUSSION

In this multicenter, prospective cohort of non-anticoagulated AF/FL patients at high thromboembolic risk discharged home from the ED, we found that approximately 40% were prescribed oral anticoagulation within 30 days. Furthermore, we observed that younger age, selected rhythm-related characteristics in the ED, and receipt of cardiology consultation were strongly associated with receiving anticoagulation.

About 60% of patients discharged home from the ED without anticoagulation had a reason documented in their electronic health record, a relatively high percentage of documentation compared with a recent, large, inpatient registry. 10 The principal reason for non-prescribing in our study was deferring the shared decision-making process to the patient’s outpatient provider (18.9%). Such reasoning is sensible in a setting like ours where patients have ready access to their outpatient physicians and 30-day follow-up is common. 47 Our percentage of deferral was higher than in a similar study of ED anticoagulation prescribing for high-risk AF/FL in Spain (5.6%), though, like our study population, all of their patients also had health coverage.20 Other leading documented reasons included a perception of increased bleeding risk (e.g., falls) and a perception of reduced stroke risk (e.g., when paroxysmal AF/FL reverted to sinus rhythm prior to ED discharge).

ED Anticoagulation Initiation in the Literature

The incidence of oral anticoagulation initiation for AF/FL patients at high risk for ischemic stroke who are discharged home from the ED has not been well described. Reports range widely, from approximately 10% to 50%. The calculation also varies depending on whether stroke-prone AF/FL patients deemed ineligible for anticoagulation are included in the denominator. A large, 124-center study from Spain by Coll-Vinent et al. in 2011 demonstrated that anticoagulation was initiated at the time of home discharge to 193 of 453 high-risk AF patients (44%), higher than our 27%.20 The case mix in this study was similar to ours in that patients with all categories of AF were included (e.g., first episode, paroxysmal, persistent, and permanent), but was different in that they excluded patients thought ineligible for anticoagulation, something our study design did not allow. This difference might explain in part why their incidence of initiation was higher than what we observed. A more recent, 62-center Spanish study from the same investigators reported a similarly high incidence of de novo anticoagulation prescribing on ED discharge. 32 Two hospitals with the University of British Columbia, Canada, have reported a high baseline incidence (49%; 51/105) of appropriate anticoagulation initiation at ED discharge for high-risk AF/FL patients. As with the Spanish study above, these investigators had excluded ineligible patients.48

Other studies have reported lower incidences of anticoagulation initiation. A retrospective cohort study undertaken in 2008 in eight Canadian EDs observed thromboprophylaxis initiation in 21 of 210 patients (18%) with recent-onset AF/FL who were discharged home. 37 A more recent prospective study by Stiell et al. described the treatment of patients with recent-onset AF at six academic Canadian EDs from 2010 to 2012 and found slightly lower rates of untreated high-risk patients leaving the ED with a new anticoagulation prescription (approximately 11%).12 In a retrospective study of two academic Canadian EDs, Scheuermeyer et al reported that 27% (41/151) of high-risk AF/FL patients were begun on appropriate stroke prevention medications at discharge, and documentation of reasons for withholding thromboprophylaxis was noted in an additional 21 patients.15

Patient Age

Our finding that older patients with high-risk AF/FL were less likely to receive an oral anticoagulant prescription than their younger counterparts is consistent with studies demonstrating under-treatment both in the ED20,49 and in other settings.50 Thromboprophylaxis is less commonly prescribed to patients over 75 years of age, even though this population likely benefits the most given their higher absolute risk of ischemic stroke compared with intracranial hemorrhage or life-threatening extracranial hemorrhage.51 Physicians often acknowledge their hesitancy to initiate anticoagulation in the elderly and very elderly,52 given that these patients often have a high comorbidity burden, associated cognitive disorders and polypharmacy-related challenges. Despite these concerns, there is often a misunderstanding about the net clinical benefit associated with oral anticoagulation in the elderly.51,53

Physicians often cite perceived bleeding risk as a primary reason for withholding anticoagulation for AF/FL patients, a finding we also observed. 32,52 Physicians overestimate the risk of intracranial bleeding in patients with high risk for falls. However, there is evidence that patients with AF would need to fall repeatedly throughout the year before the risk of intracranial hemorrhage would outweigh the net benefits of stroke-prevention from anticoagulation. 54 Of interest, a patient’s predicted hemorrhage risk, as measured by the HAS-BLED score, was associated with less anticoagulation prescribing in our population but was of borderline statistical significance (Table 3). The evidence suggests that a high-risk HAS-BLED score per se is not a reason to withhold anticoagulation that is otherwise indicated. 2, 55 In most patients with elevated bleeding risks, the magnitude of gain from stroke reduction far outweighs the small risk of serious bleeding. 56 Bleeding risk scores are best used to identify patients in need of closer follow-up, particularly to address reversible risk factors such as uncontrolled hypertension, concomitant use of non-steroidal anti-inflammatory medications, and excess alcohol. 2, 55

Rhythm-related Characteristics

Our study found that several rhythm-related characteristics were strongly associated with the likelihood of receiving oral anticoagulation at or shortly after an ED visit for AF/FL. For example, we noted that patients who reverted to sinus rhythm before ED discharge were less likely to receive a prescription for anticoagulation. As indicated from the reasons documented for withholding anticoagulation, EPs significantly varied their estimation of a patient’s ischemic stroke risk based on the persistence of AF/FL during the ED stay. Lower rates of anticoagulation also have been seen in patients with paroxysmal AF in other practice settings. 13, 20 Most recently, an analysis of the American College of Cardiology PINNACLE Registry found that patients with paroxysmal AF considered at a moderate to high risk of ischemic stroke were less likely to be prescribed oral anticoagulant therapy and more likely to be prescribed less effective or no therapy for thromboembolism prevention than those with non-paroxysmal AF. 57

Compared with patients with persistent or permanent AF, those with paroxysmal AF have less frequent and less prolonged episodes of AF (that is, a lower overall “AF burden”), which correlates with a lower incidence of thromboembolism. 58-60 Yet the reduction in stroke risk is not sufficient to lessen the need for thromboprophylaxis. 3, 61 Importantly, consensus-based clinical practice guidelines do not vary their recommendations for thromboprophylaxis based on type of AF, nor do validated stroke risk scores alter their prognosis based on paroxysmal or non-paroxysmal rhythm. 3, 7, 9,62

We also found that physicians were less likely to initiate anticoagulation in patients with a history of prior AF/FL and in those whose atrial dysrhythmia was thought by the EP to be chronic and unremitting. This might seem counterintuitive given our finding that patients who left the ED still in AF/FL were more likely to receive thromboprophylaxis. It is possible, however, that ED patients at high risk for stroke with known recurrent or chronic AF/FL had already been advised about anticoagulation options before their index ED visit and previously declined or discontinued anticoagulation in the distant past. Some have attributed this behavior to “clinical inertia,” the hesitancy of physicians to alter the current pattern of care initiated by other providers. 63 Nonetheless, further exploration is needed to clarify the underlying reasons for these observations. With today’s expanded pharmacopeia for AF/FL stroke prevention, patients who had declined or discontinued warfarin in the past may be open to consider a direct oral anticoagulant, given the several patient-oriented advantages of this class of medications. 62, 64-66

ED Cardiology Consultation

One novel finding of our study is that EPs were more likely to initiate anticoagulation when consulting cardiology. The reason for this may be multifactorial. Certain patients may have a clinical profile that leads to both cardiology consultation and thromboprophylaxis, or perhaps EPs who consult cardiology are more apt to initiate anticoagulation independent of the consultation. The more likely reason, however, is that cardiologists asked to advise on any facet of ED AF/FL care may raise the question of stroke risk and recommend thromboprophylaxis when indicated. 67 Others have shown that cardiology involvement in the outpatient setting improves rates of stroke prevention treatment in AF patients. The TREAT-AF study found that outpatient cardiology care compared with primary care was associated with higher rates of anticoagulation of AF patients. 68 Anticoagulation rates increase even when a primary care provider referred their AF/FL patients to see a cardiologist but maintained patient oversight themselves. 67

Post-ED Outpatient Follow-up

The benefits of multispecialty collaboration were seen not just during the patients’ ED stay. Of those who were prescribed oral anticoagulation in this study, more than one quarter were given thromboprophylaxis in the outpatient setting, either in the primary care or cardiology clinics. The importance of post-ED follow-up for AF/FL patients at high risk for thromboembolism is also seen by the number of EPs and patients in our study who deferred the anticoagulation decision to allow a fuller discussion of thromboprophylaxis with an outpatient provider (nearly one in five).

Deferring the initiation of anticoagulation in high-risk ED patients, however, may not be without risk. In some settings, a significant proportion of AF patients discharged home from the ED failed to achieve outpatient follow-up in the subsequent 90 days, regardless of insurance status. 24 Moreover, compared with patients who leave the ED with an anticoagulant prescription in hand, those who wait to consult an outpatient provider about stroke prevention have been shown to have a significantly lower frequency of long-term anticoagulation use (76% vs. 36% at one year) and a significant delay in initiation among those eventually treated (mean start time of 205 days following index ED discharge). 69 When referring patients to outpatient providers for this critical decision, the EP can facilitate anticoagulation initiation by several means: (1) introducing stroke prevention to their AF/FL patients and beginning (or continuing) the educational and shared decision-making process; (2) including stroke prevention material in the patient’s discharge instructions; (3) recommending (or even securing) a timely follow-up appointment; and (4) notifying the outpatient provider that stroke prevention may be indicated and that patient education was begun prior to ED discharge.

Opportunities to Improve Care

Our results highlight opportunities for improvement in care. Patients seeking emergency care for their AF/FL may be more open to health-promoting behavioral changes, as has been observed with other medical conditions. 25-30 Initiating stroke-prevention therapy at the time of ED discharge has been shown to be safe and associated with a mortality reduction.32 Not all EPs, however, see it as their role to initiate anticoagulation when indicated for AF/FL patients.15,31 Nevertheless, EPs can still play a key role in promoting stroke prevention by risk-stratifying their AF/FL patients, broaching the topic with high-risk patients, adding personalized stroke-risk educational material to the discharge instructions, and encouraging high-risk patients to continue the shared decision-making conversation about thromboprophylaxis with their outpatient provider.

The results of this study raise questions about other ways to increase evidence-based anticoagulation. We identified certain physician misunderstandings that, if corrected, could increase anticoagulation of stroke-prone patients with AF/FL. Physician education should emphasize that patients with AF/FL at high risk for thromboembolism warrant stroke prevention even if their rhythm type is paroxysmal. 3, 7, 9 Also, antiplatelet agents do not provide sufficient protection against ischemic stroke in patients with high-risk AF/FL, though this is commonly believed.20,70 We observed that about one in eight high-risk AF/FL patients were given or continued on aspirin instead of oral anticoagulation, a high percentage, but lower than that found in a large cardiology clinic-based population of AF patients at moderate to high risk of stroke.71 Unfortunately, we were not able to distinguish when aspirin was advised as though it were sufficient stroke prevention from cases where the patient refused anticoagulation and was recommended aspirin instead.

Recent U.S. guidelines suggest a very limited role for aspirin in selected AF/FL patients (i.e., those with low predicted risk of stroke); 3 data supporting the use of aspirin monotherapy in patients at high risk of stroke are poor, and there are reports that it may even increase the risk of ischemic stroke in elderly patients.72 Aspirin is also not safer than oral anticoagulation in patients over 80 years of age with regard to serious bleeding. 73 Recent guidelines recommend that aspirin monotherapy should not be used as stroke prevention in AF/FL with the exception of patients who refuse any form of oral anticoagulation and cannot tolerate a combination of aspirin and clopidogrel. 2, 74

Though education about these misunderstandings will be vital, education alone may ultimately have little impact on changing physician behavior. 75,76 Several academic medical centers have improved oral anticoagulation rates in stroke-prone AF patients by referring them to an accessible outpatient AF clinic. 77,78 Another recommended approach is the provision of electronic clinical decision support to help physicians in their care for AF/FL patients. 14 To facilitate AF/FL thromboprophylaxis, such a system could calculate a patient’s predicted stroke and bleeding risk scores simultaneously at the point of care and provide patient-specific recommendations for treatment. Results of various clinical decision support systems have been mixed. 63, 79-81 The more effective systems have taken a multimodal approach. The Anticoagulant Programme East London, for example, showed improvement in appropriate anticoagulation of outpatients with AF by a combined program of education around agreed-upon guidelines with computer aids to facilitate decision-making as well as patient-specific review and feedback of locally identifiable results.81 Some clinical researchers are sharing their electronic clinical decision support tools for AF stroke prevention with patients and have found that mobile health technology improved patient knowledge, drug adherence, anticoagulant satisfaction, and quality of life.82

Electronic clinical decision support tools have had success in the ED setting when combined with a strong promotional program and could be readily adapted for use in patients with AF/FL.83-86 A multidisciplinary team at the University of British Columbia designed such an electronic clinical care pathway for ED patients with uncomplicated AF/FL.48 The pathway included a care map, decision aids, medication orders, management suggestions, and electronic consultation or referral documents, embedded in the computerized physician order entry and integrated electronic health record. Implementation was preceded and accompanied by a standardized educational and promotional program. The pathway increased the incidence of anticoagulation initiation on discharge for high-risk patients by 20.6 percentage points (from 48.6% to 70.2%).48

LIMITATIONS

This study had several limitations. The study sample did not include all identified AF/FL patients; however, patient characteristics were highly similar between those who were and were not enrolled, so the impact of potential selection bias is likely limited. Our prospective data collection tool was designed to evaluate a wide range of care-related issues for AF/FL and was not focused on thromboprophylaxis (see above), but we cannot rule out the potential for a Hawthorne effect during the study period. The sample size was modest, which accounts for limited precision for certain associations, and we cannot rule out missing associations of smaller magnitude that may still be clinically relevant. We did not prospectively capture each patient’s relative contraindications to anticoagulation or their treatment preferences, which are two of the leading reasons physicians deviate from guideline recommendations for stroke prevention therapy. 87 This enlarged our denominator of anticoagulant-eligible patients and lowered our percentage of anticoagulant prescribing. We were able to identify some of these contraindications during our retrospective chart review, but these variables were incompletely documented.

This study focused on stroke prevention using warfarin, the only oral anticoagulant on the formulary in our health system until early 2014. Even with the recent availability of direct oral anticoagulants, physicians in our health system continue to initiate warfarin for AF/FL thromboprophylaxis: 40% of new oral anticoagulant prescriptions during the first quarter of 2017 for non-valvular AF/FL (with or without additional anticoagulation indications) across all 21 medical centers were for warfarin. Warfarin continues to be widely used for stroke prevention across North America, Europe, and around the world. 88 In fact, the European Society of Cardiology says it is reasonable to continue warfarin therapy in AF patients with a reassuring time in therapeutic range.62, 89 It is unclear whether the availability of newer agents will substantively alter physician overestimation of bleeding risk in older patients or underestimation of long-term stroke risk in patients with paroxysmal AF. Additional research will be needed to evaluate whether practice patterns of stroke prevention in AF/FL patients will change with use of direct oral anticoagulants. Studies suggest, however, that suboptimal AF thromboprophylaxis persists despite the availability of direct oral anticoagulants.90

Lastly, our study was conducted in a large integrated healthcare delivery system in California among insured patients who, on ED discharge, can receive close monitoring by our pharmacy-led Outpatient Anticoagulation Service and timely follow-up with their primary care providers. These integrated services may influence ED prescribing practices and may not be readily available to patients and providers in other healthcare systems. These distinctions of care may limit the generalizability of our results to other geographic locations and practice settings.

CONCLUSION

In summary, we found that about 40% of non-anticoagulated patients with AF/FL at high risk for stroke who received rhythm-related care in the ED were prescribed evidence-based thromboprophylaxis in the ED or within 30 days. Younger age, ED cardiology consultation, and failure of sinus restoration at time of ED discharge increased the odds of anticoagulation initiation. Reasons for withholding anticoagulation included deferring the decision-making to the outpatient setting, as well as perceptions of high bleed risk (e.g., fall risk) and low stroke risk (e.g., paroxysmal AF/FL). Discharge instructions on AF/FL either lacked personalized stroke risk information or were absent altogether. Opportunities exist to improve stroke prevention interventions in this high-risk population. Multidisciplinary efforts to reduce strokes in high-risk AF/FL patients will need to address physician misunderstandings of anticoagulation risks and benefits and improve patient education.

Supplementary Information

 

Footnotes

Section Editor: Michael Kurz, MD

Full text available through open access at http://escholarship.org/uc/uciem_westjem

Address for Correspondence: David R. Vinson, MD, Kaiser Permanente Sacramento Medical Center, 2025 Morse Avenue, Sacramento, CA 95825. Email: drvinson@ucdavis.edu. 3 / 2018; 19:346 – 360

Submission history: Revision received July 14, 2017; Submitted August 23, 2017; Accepted September 5, 2017

Conflicts of Interest: By the WestJEM article submission agreement, all authors are required to disclose all affiliations, funding sources and financial or management relationships that could be perceived as potential sources of bias. No author has professional or financial relationships with any companies that are relevant to this study. This work was supported by a grant from the Garfield Memorial National Research Fund, with additional support from The Permanente Medical Group Delivery Science Program (via the Physician Researcher Program).

REFERENCES

1. Wolf PA, Abbott RD, Kannel WB. Atrial fibrillation as an independent risk factor for stroke: the Framingham Study. Stroke. 1991;22(8):983-8.

2. Kirchhof P, Benussi S, Kotecha D, et al. 2016 ESC Guidelines for the management of atrial fibrillation developed in collaboration with EACTS. Eur Heart J. 2016;37(38):2893-962.

3. January CT, Wann LS, Alpert JS, et al. 2014 AHA/ACC/HRS guideline for the management of patients with atrial fibrillation: a report of the American College of Cardiology/American Heart Association Task Force on practice guidelines and the Heart Rhythm Society. Circulation. 2014;130(23):e199-267.

4. Verma A, Cairns JA, Mitchell LB, et al. 2014 focused update of the Canadian Cardiovascular Society Guidelines for the management of atrial fibrillation. Can J Cardiol. 2014;30(10):1114-30.

5. You JJ, Singer DE, Howard PA, et al. Antithrombotic therapy for atrial fibrillation: Antithrombotic Therapy and Prevention of Thrombosis, 9th ed: American College of Chest Physicians Evidence-Based Clinical Practice Guidelines. Chest. 2012;141(2 Suppl):e531S-75S.

6. Gage BF, Waterman AD, Shannon W, et al. Validation of clinical classification schemes for predicting stroke: results from the National Registry of Atrial Fibrillation. JAMA. 2001;285(22):2864-70.

7. Lip GY, Nieuwlaat R, Pisters R, et al. Refining clinical risk stratification for predicting stroke and thromboembolism in atrial fibrillation using a novel risk factor-based approach: the euro heart survey on atrial fibrillation. Chest. 2010;137(2):263-72.

8. Hippisley-Cox J, Coupland C, Brindle P. Derivation and validation of QStroke score for predicting risk of ischaemic stroke in primary care and comparison with other risk scores: a prospective open cohort study. BMJ. 2013;346:f2573.

9. Singer DE, Chang Y, Borowsky LH, et al. A new risk scheme to predict ischemic stroke and other thromboembolism in atrial fibrillation: the ATRIA study stroke risk score. J Am Heart Assoc. 2013;2(3):e000250.

10. Xian Y, O’Brien EC, Liang L, et al. Association of preceding antithrombotic treatment with acute ischemic stroke severity and in-hospital outcomes among patients with atrial fibrillation. JAMA. 2017;317(10):1057-67.

11. McGrath ER, Go AS, Chang Y, et al. Use of oral anticoagulant therapy in older adults with atrial fibrillation after acute ischemic stroke. J Am Geriatr Soc. 2017;65(2):241-8.

12. Stiell IG, Clement CM, Rowe BH, et al. Outcomes for emergency department patients with recent-onset atrial fibrillation and flutter treated in Canadian hospitals. Ann Emerg Med. 2017;69(5):562-71.e2.

13. Palomaki A, Mustonen P, Hartikainen JE, et al. Underuse of anticoagulation in stroke patients with atrial fibrillation – the FibStroke Study. Eur J Neurol. 2016;23(1):133-9.

14. Hess PL, Mirro MJ, Diener HC, et al. Addressing barriers to optimal oral anticoagulation use and persistence among patients with atrial fibrillation: Proceedings, Washington, DC, December 3–4, 2012. Am Heart J. 2014;168(3):239-47.e1.

15. Scheuermeyer FX, Innes G, Pourvali R, et al. Missed opportunities for appropriate anticoagulation among emergency department patients with uncomplicated atrial fibrillation or flutter. Ann Emerg Med. 2013;62(6):557-65.e2.

16. Ogilvie IM, Newton N, Welner SA, et al. Underuse of oral anticoagulants in atrial fibrillation: a systematic review. Am J Med. 2010;123(7):638-45.e4.

17. Hart RG, Pearce LA, Aguilar MI. Meta-analysis: antithrombotic therapy to prevent stroke in patients who have nonvalvular atrial fibrillation. Ann Intern Med. 2007;146(12):857-67.

18. Bungard TJ, Ghali WA, Teo KK, et al. Why do patients with atrial fibrillation not receive warfarin?. Arch Intern Med. 2000;160(1):41-6.

19. Cohen N, Almoznino-Sarafian D, Alon I, et al. Warfarin for stroke prevention still underused in atrial fibrillation: patterns of omission. Stroke. 2000;31(6):1217-22.

20. Coll-Vinent B, Martin A, Malagon F, et al. Stroke prophylaxis in atrial fibrillation: searching for management improvement opportunities in the emergency department: the HERMES-AF study. Ann Emerg Med. 2015;65(1):1-12.

21. Atzema CL, Austin PC, Miller E, et al. A population-based description of atrial fibrillation in the emergency department, 2002 to 2010. Ann Emerg Med. 2013;62(6):570-7.e7.

22. Scott PA, Pancioli AM, Davis LA, et al. Prevalence of atrial fibrillation and antithrombotic prophylaxis in emergency department patients. Stroke. 2002;33(11):2664-9.

23. Tran C, Bennell MC, Qiu F, et al. Predictors and clinical outcomes of inpatient versus ambulatory management after an emergency department visit for atrial fibrillation: a population-based study. Am Heart J. 2016;173:161-9.

24. Atzema CL, Austin PC, Chong AS, et al. Factors associated with 90-day death after emergency department discharge for atrial fibrillation. Ann Emerg Med. 2013;61(5):539-48.e1.

25. McBride CM, Blocklin M, Lipkus IM, et al. Patient’s lung cancer diagnosis as a cue for relatives’ smoking cessation: evaluating the constructs of the teachable moment. Psychooncology. 2017;26(1):88-95.

26. Kronish IM, Ross JS, Zhao H, et al. Impact of hospitalization for acute myocardial infarction on adherence to statins among older adults. Circ Cardiovasc Qual Outcomes. 2016;9(4):364-71.

27. Flocke SA, Clark E, Antognoli E, et al. Teachable moments for health behavior change and intermediate patient outcomes. Patient Educ Couns. 2014;96(1):43-9.

28. Boudreaux ED, Bock B, O’Hea E. When an event sparks behavior change: an introduction to the sentinel event method of dynamic model building and its application to emergency medicine. Acad Emerg Med. 2012;19(3):329-35.

29. Lawson PJ, Flocke SA. Teachable moments for health behavior change: a concept analysis. Patient Educ Couns. 2009;76(1):25-30.

30. McBride CM, Puleo E, Pollak KI, et al. Understanding the role of cancer worry in creating a “teachable moment” for multiple risk factor reduction. Soc Sci Med. 2008;66(3):790-800.

31. Barrett TW, Marill KA. Anticoagulation for emergency department patients with atrial fibrillation: is our duty to inform or prescribe?. Ann Emerg Med. 2013;62(6):566-8.

32. Coll-Vinent B, Martin A, Sanchez J, et al. Benefits of emergency departments’ contribution to stroke prophylaxis in atrial fibrillation: the EMERG-AF study (Emergency Department Stroke Prophylaxis and Guidelines Implementation in Atrial Fibrillation). Stroke. 2017;48(5):1344-52.

33. Atzema CL, Barrett TW. Managing atrial fibrillation. Ann Emerg Med. 2015;65(5):532-9.

34. Atzema CL, Singh SM. Acute Management of Atrial Fibrillation: From Emergency Department to Cardiac Care Unit. Cardiol Clin. 2018;36(1):141-59.

35. Oldgren J, Healey JS, Ezekowitz M, et al. Variations in cause and management of atrial fibrillation in a prospective registry of 15,400 emergency department patients in 46 countries: the RE-LY Atrial Fibrillation Registry. Circulation. 2014;129(15):1568-76.

36. Atzema CL, Dorian P, Ivers NM, et al. Evaluating early repeat emergency department use in patients with atrial fibrillation: a population-based analysis. Am Heart J. 2013;165(6):939-48.

37. Misra P, Lang E, Clement CM, et al. Emergency physician patterns related to anticoagulation of patients with recent-onset atrial fibrillation and flutter. J Atr Fibrillation. 2013;5(6):645.

38. Ballard DW, Reed ME, Singh N, et al. Emergency department management of atrial fibrillation and flutter and patient quality of life at one month postvisit. Ann Emerg Med. 2015;66(6):646-54.e2.

39. An J, Niu F, Zheng C, et al. Warfarin management and outcomes in patients with nonvalvular atrial fibrillation within an integrated health care system. J Manag Care Spec Pharm. 2017;23(6):700-12.

40. Witt DM, Sadler MA, Shanahan RL, et al. Effect of a centralized clinical pharmacy anticoagulation service on the outcomes of anticoagulation therapy. Chest. 2005;127(5):1515-22.

41. Rosendaal FR, Cannegieter SC, van der Meer FJ, et al. A method to determine the optimal intensity of oral anticoagulant therapy. Thromb Haemost. 1993;69(3):236-9.

42. van den Ham HA, Klungel OH, Singer DE, et al. Comparative performance of ATRIA, CHADS2, and CHA2DS2-VASc risk scores predicting stroke in patients with atrial fibrillation: results from a national primary care database. J Am Coll Cardiol. 2015;66(17):1851-9.

43. Aspberg S, Chang Y, Atterman A, et al. Comparison of the ATRIA, CHADS2, and CHA2DS2-VASc stroke risk scores in predicting ischaemic stroke in a large Swedish cohort of patients with atrial fibrillation. Eur Heart J. 2016;37(42):3203-10.

44. Pisters R, Lane DA, Nieuwlaat R, et al. A novel user-friendly score (HAS-BLED) to assess 1-year risk of major bleeding in patients with atrial fibrillation: the Euro Heart Survey. Chest. 2010;138(5):1093-100.

45. Caldeira D, Costa J, Fernandes RM, et al. Performance of the HAS-BLED high bleeding-risk category, compared to ATRIA and HEMORR2HAGES in patients with atrial fibrillation: a systematic review and meta-analysis. J Interv Card Electrophysiol. 2014;40(3):277-84.

46. Wang SV, Rogers JR, Jin Y, et al. Use of electronic healthcare records to identify complex patients with atrial fibrillation for targeted intervention. J Am Med Inform Assoc. 2017;24(2):339-44.

47. Atzema CL, Yu B, Ivers NM, et al. Predictors of obtaining follow-up care in the province of Ontario, Canada, following a new diagnosis of atrial fibrillation, heart failure, and hypertension in the emergency department. CJEM. 2017:1-15.

48. Barbic D, DeWitt C, Harris D, et al. Implementation of an emergency department atrial fibrillation and flutter pathway improves rates of appropriate anticoagulation, reduces length of stay and thirty-day revisit rates for congestive heart failure. CJEM. 2017:1-9.

49. Laguna P, Martn A, del Arco C, et al. Risk factors for stroke and thromboprophylaxis in atrial fibrillation: what happens in daily clinical practice? The GEFAUR-1 study. Ann Emerg Med. 2004;44(1):3-11.

50. Suarez Fernandez C, Formiga F, Camafort M, et al. Antithrombotic treatment in elderly patients with atrial fibrillation: a practical approach. BMC Cardiovasc Disord. 2015;15:143.

51. Singer DE, Chang Y, Fang MC, et al. The net clinical benefit of warfarin anticoagulation in atrial fibrillation. Ann Intern Med. 2009;151(5):297-305.

52. Pugh D, Pugh J, Mead GE. Attitudes of physicians regarding anticoagulation for atrial fibrillation: a systematic review. Age Ageing. 2011;40(6):675-83.

53. Lip GY, Lane DA. Stroke prevention with oral anticoagulation therapy in patients with atrial fibrillation–focus on the elderly. Circ J. 2013;77(6):1380-8.

54. Man-Son-Hing M, Nichol G, Lau A, et al. Choosing antithrombotic therapy for elderly patients with atrial fibrillation who are at risk for falls. Arch Intern Med. 1999;159(7):677-85.

55. Lip GY, Lane DA. Bleeding risk assessment in atrial fibrillation: observations on the use and misuse of bleeding risk scores. J Thromb Haemost. 2016;14(9):1711-4.

56. Friberg L, Benson L, Lip GY. Balancing stroke and bleeding risks in patients with atrial fibrillation and renal failure: the Swedish Atrial Fibrillation Cohort study. Eur Heart J. 2015;36(5):297-306.

57. Hsu JC, Chan PS, Tang F, et al. Differences in anticoagulant therapy prescription in patients with paroxysmal versus persistent atrial fibrillation. Am J Med. 2015;128(6):654.e1-e10.

58. Ganesan AN, Chew DP, Hartshorne T, et al. The impact of atrial fibrillation type on the risk of thromboembolism, mortality, and bleeding: a systematic review and meta-analysis. Eur Heart J. 2016;37(20):1591-602.

59. Link MS, Giugliano RP, Ruff CT, et al. Stroke and mortality risk in patients with various patterns of atrial fibrillation: results from the ENGAGE AF-TIMI 48 trial (Effective Anticoagulation With Factor Xa Next Generation in Atrial Fibrillation-Thrombolysis in Myocardial Infarction 48). Circ Arrhythm Electrophysiol. 2017;10(1).

60. Takabayashi K, Hamatani Y, Yamashita Y, et al. Incidence of stroke or systemic embolism in paroxysmal versus sustained atrial fibrillation: the Fushimi Atrial Fibrillation Registry. Stroke. 2015;46(12):3354-61.

61. Lilli A, Di Cori A, Zaca V. Thromboembolic risk and effect of oral anticoagulation according to atrial fibrillation patterns: A systematic review and meta-analysis. Clin Cardiol. 2017;40(9):641-7.

62. Diener H-C, Aisenberg J, Ansell J, et al. Choosing a particular oral anticoagulant and dose for stroke prevention in individual patients with non-valvular atrial fibrillation: part 1. Eur Heart J. 2017;38(12):852-9.

63. Eckman MH, Lip GY, Wise RE, et al. Impact of an atrial fibrillation decision support tool on thromboprophylaxis for atrial fibrillation. Am Heart J. 2016;176:17-27.

64. Contreras Muruaga MDM, Vivancos J, Reig G, et al. Satisfaction, quality of life and perception of patients regarding burdens and benefits of vitamin K antagonists compared with direct oral anticoagulants in patients with nonvalvular atrial fibrillation. J Comp Eff Res. 2017;6(4):303-12.

65. Diener H-C, Aisenberg J, Ansell J, et al. Choosing a particular oral anticoagulant and dose for stroke prevention in individual patients with non-valvular atrial fibrillation: part 2. Eur Heart J. 2017;38(12):860-8.

66. Lopez-Lopez JA, Sterne JAC, Thom HHZ, et al. Oral anticoagulants for prevention of stroke in atrial fibrillation: systematic review, network meta-analysis, and cost effectiveness analysis. BMJ. 2017;359:j5058.

67. Choudhry NK, Soumerai SB, Normand SL, et al. Warfarin prescribing in atrial fibrillation: the impact of physician, patient, and hospital characteristics. Am J Med. 2006;119(7):607-15.

68. Turakhia MP, Hoang DD, Xu X, et al. Differences and trends in stroke prevention anticoagulation in primary care vs cardiology specialty management of new atrial fibrillation: The Retrospective Evaluation and Assessment of Therapies in AF (TREAT-AF) study. Am Heart J. 2013;165(1):93-101.e1.

69. Atzema CL, Austin PC, Chong AS, et al. The long-term use of warfarin among atrial fibrillation patients discharged from an emergency department with a warfarin prescription. Ann Emerg Med. 2015;66(4):347-54.e2.

70. Frankel DS, Parker SE, Rosenfeld LE, et al. HRS/NSA 2014 Survey of atrial fibrillation and stroke: gaps in knowledge and perspective, opportunities for improvement. J Stroke Cerebrovasc Dis. 2015;24(8):1691-700.

71. Hsu JC, Maddox TM, Kennedy K, et al. Aspirin instead of oral anticoagulant prescription in atrial fibrillation patients at risk for stroke. J Am Coll Cardiol. 2016;67(25):2913-23.

72. Sjalander S, Sjalander A, Svensson PJ, et al. Atrial fibrillation patients do not benefit from acetylsalicylic acid. Europace. 2014;16(5):631-8.

73. van Walraven C, Hart RG, Connolly S, et al. Effect of age on stroke prevention therapy in patients with atrial fibrillation: the atrial fibrillation investigators. Stroke. 2009;40(4):1410-6.

74. Lau YC, Lip GY. Acetylsalicylic acid for stroke prevention in atrial fibrillation: a conspiracy that needs to end?. Europace. 2014;16(5):619-20.

75. Davis DA, Thomson MA, Oxman AD, et al. Changing physician performance. A systematic review of the effect of continuing medical education strategies. JAMA. 1995;274(9):700-5.

76. Mostofian F, Ruban C, Simunovic N, et al. Changing physician behavior: what works?. Am J Manag Care. 2015;21(1):75-84.

77. Angaran P, Mariano Z, Dragan V, et al. The Atrial Fibrillation Therapies after ER visit: Outpatient Care for Patients with Acute AF – The AFTER3 Study. J Atr Fibrillation. 2015;7(5):1187.

78. Elmouchi DA, VanOosterhout S, Muthusamy P, et al. Impact of an emergency department-initiated clinical protocol for the evaluation and treatment of atrial fibrillation. Crit Pathw Cardiol. 2014;13(2):43-8.

79. Arts DL, Abu-Hanna A, Medlock SK, et al. Effectiveness and usage of a decision support system to improve stroke prevention in general practice: A cluster randomized controlled trial. PLoS One. 2017;12(2):e0170974.

80. Bajorek BV, Magin PJ, Hilmer SN, et al. Optimizing stroke prevention in patients with atrial fibrillation: a cluster-randomized controlled trial of a computerized antithrombotic risk assessment tool in Australian general practice, 2012–2013. Prev Chronic Dis. 2016;13:E90.

81. Robson J, Dostal I, Mathur R, et al. Improving anticoagulation in atrial fibrillation: observational study in three primary care trusts. Br J Gen Pract. 2014;64(622):e275-81.

82. Guo Y, Chen Y, Lane DA, et al. Mobile Health Technology for Atrial Fibrillation Management Integrating Decision Support, Education, and Patient Involvement: mAF App Trial. Am J Med. 2017;130(12):1388-96.e6.

83. Dayan PS, Ballard DW, Tham E, et al. Use of Traumatic Brain Injury Prediction Rules With Clinical Decision Support. Pediatrics. 2017;139(4).

84. Ballard DW, Vemula R, Chettipally UK, et al. Optimizing clinical decision support in the electronic health record. clinical characteristics associated with the use of a decision tool for disposition of ed patients with pulmonary embolism. Appl Clin Inform. 2016;7(3):883-98.

85. Vinson DR, Ballard DW, Mark DG, et al. Impact of electronic clinical decision support on initial site of care for emergency department patients with acute pulmonary embolism [abstract]. Ann Emerg Med. 2016;68:S54.

86. Vinson DR, Morley JE, Huang J, et al. The accuracy of an electronic pulmonary embolism severity index auto-populated from the electronic health record: setting the stage for computerized clinical decision support. Appl Clin Inform. 2015;6(2):318-33.

87. Arts DL, Voncken AG, Medlock S, et al. Reasons for intentional guideline non-adherence: a systematic review. Int J Med Inform. 2016;89:55-62.

88. Huisman MV, Rothman KJ, Paquette M, et al. The changing landscape for stroke prevention in AF: findings From the GLORIA-AF Registry Phase 2. J Am Coll Cardiol. 2017;69(7):777-85.

89. Camm AJ, Lip GY, De Caterina R, et al. 2012 focused update of the ESC Guidelines for the management of atrial fibrillation: an update of the 2010 ESC Guidelines for the management of atrial fibrillation. Developed with the special contribution of the European Heart Rhythm Association. Eur Heart J. 2012;33(21):2719-47.

90. Alamneh EA, Chalmers L, Bereznicki LR. Suboptimal use of oral anticoagulants in atrial fibrillation: has the Introduction of direct oral anticoagulants improved prescribing practices?. Am J Cardiovasc Drugs. 2016;16(3):183-200.