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(Stroke. 1997;28:2382-2389.)
© 1997 American Heart Association, Inc.


Articles

Warfarin Use Among Patients With Atrial Fibrillation

Lawrence M. Brass, MD; Harlan M. Krumholz, MD; Jeanne M. Scinto, PhD, MPH; Martha Radford, MD

From the Center for Outcomes Research and Evaluation, Yale–New Haven Hospital, New Haven, Conn (L.M.B., H.M.K.); Neurology Service, VA Connecticut Healthcare System, West Haven (L.M.B.); Yale Stroke Program, Department of Neurology (L.M.B.), Section of Chronic Disease Epidemiology, School of Epidemiology and Public Health (L.M.B., H.M.K.), and Department of Cardiology (H.M.K.), Yale University School of Medicine, New Haven, Conn; Connecticut Peer Review Organization, Middletown (L.M.B., H.M.K., J.M.S., M.R.); and Department of Cardiology (M.R.), University of Connecticut Health Sciences Center, Farmington.

Correspondence to Lawrence M. Brass, MD, Yale Stroke Program, Department of Neurology, LCI-700, Yale University School of Medicine, 15 York St, PO Box 208018, New Haven, CT 06520-8018. E-mail lawrence.brass{at}yale.edu


*    Abstract
up arrowTop
*Abstract
down arrowIntroduction
down arrowSubjects and Methods
down arrowResults
down arrowDiscussion
down arrowAppendix 1
down arrowReferences
 
Background and Purpose Warfarin reduces the rate of stroke among patients with atrial fibrillation. We sought to determine warfarin use within a population sample of elderly patients with atrial fibrillation.

Methods The Connecticut Peer Review Organization conducted a chart review of Medicare patients aged >=65 years with a history of atrial fibrillation before a hospitalization during the first 6 months of 1994.

Results Among 488 patients (308 women; 457 white; 173 aged >=85 years), 38% (184/488) had a relative contraindication to anticoagulation (history of bleeding, dementia, alcohol use, falls, cancer, or the need for nonsteroidal anti-inflammatory drugs). Among the remaining patients (with known atrial fibrillation, but without a contraindication), only 38% (117/304) had been prescribed warfarin. Of those not prescribed warfarin, 63% (117/187) were also not taking aspirin. There were 272 patients with at least one additional vascular risk factor and no contraindication to anticoagulation. Among these patients at moderate to high risk for stroke, anticoagulation had been prescribed in 40% (109/272). Overall, among those not prescribed warfarin, 58% (95/163) were not taking aspirin. Patients admitted with a stroke were more likely to be significantly underanticoagulated (with international normalized ratio <1.5) (43.5% versus 20.9% for those without stroke; P<.005). Anticoagulation was most effective for those with an international normalized ratio >=2.0.

Conclusions Warfarin anticoagulation with atrial fibrillation, even among "ideal" candidates, appears dramatically underutilized. In addition, among those prescribed warfarin, patients are often undertreated. Increased warfarin use among patients with atrial fibrillation represents an excellent opportunity for stroke prevention in the elderly.


Key Words: anticoagulants • atrial fibrillation • stroke prevention • warfarin


*    Introduction
up arrowTop
up arrowAbstract
*Introduction
down arrowSubjects and Methods
down arrowResults
down arrowDiscussion
down arrowAppendix 1
down arrowReferences
 
Over the past decade, great advances have been made in stroke prevention and treatment.1 2 3 4 5 6 Among the most potent therapies for stroke prevention is the use of anticoagulation therapy for patients with atrial fibrillation. Atrial fibrillation, with a prevalence of 6% among those older than 65 years,7 is a common cause of stroke, accounting for approximately 10% to 15% of all ischemic strokes and nearly a quarter of strokes for those older than 80 years.8 Among those with atrial fibrillation, the stroke rate is approximately five times higher than for those without atrial fibrillation.8 9 Stroke in patients with atrial fibrillation is also more severe and the outcome markedly poorer than in patients with sinus rhythm.10 11 The rate of death or significant neurological disability is as high as 71%,11 12 and the annual rate of recurrent stroke is over 10%.13 Since stroke is often the initial manifestation of embolism, prevention is critical to reducing death and disability.

Warfarin is effective in reducing the rate of stroke and safe to use in the treatment of atrial fibrillation.14 Six randomized clinical have demonstrated its effectiveness for primary prevention of stroke14 15 16 17 18 19 20 with a two-thirds reduction in the risk of stroke.21 A similar risk reduction has also been shown for secondary prevention.13 The use of warfarin has also been demonstrated to be cost-effective,22 especially for those at moderate to high risk.23

The use of warfarin for stroke prevention is part of standard recommendations for the management of patients with atrial fibrillation.24 25 It is estimated that tens of thousands of strokes could be prevented if these guidelines were implemented in clinical practice.26

Studies of practice patterns for cardiovascular disease indicate that recommended therapies for myocardial infarction are often underutilized.27 28 29 For patients with atrial fibrillation, despite the importance of anticoagulation, evidence from physician surveys suggests that not all appropriate candidates receive warfarin.30 31 32 In an investigation of anticoagulation for patients undergoing elective cardioversion of atrial fibrillation, in one third of cases physicians failed to follow the widely applied American College of Chest Physicians' recommendations regarding anticoagulation.33 Little information is available, however, on the actual use of warfarin for primary and secondary prevention of stroke among patients with atrial fibrillation. A recent study limited to six university hospitals demonstrated underutilization of antithrombotic therapy,34 as did a report of patient visits to office-based physicians from the National Ambulatory Medical Care Survey35 and another hospital-based study limited to only four hospitals.36 As part of the ongoing efforts by the Connecticut Peer Review Organization (CPRO) to improve the quality of care for Medicare beneficiaries, we performed an in-depth evaluation of the current patterns of warfarin use among patients with atrial fibrillation across a broad range of practice settings.37


*    Subjects and Methods
up arrowTop
up arrowAbstract
up arrowIntroduction
*Subjects and Methods
down arrowResults
down arrowDiscussion
down arrowAppendix 1
down arrowReferences
 
Study Population
The CPRO conducted a retrospective study to examine warfarin use among patients with atrial fibrillation with stroke and an equal number without stroke. The cohort consisted of Medicare patients aged 65 years or older discharged from Connecticut hospitals between January 1, 1994, and June 30, 1994. Using reliable techniques previously described for related projects, trained nurses and medical record technicians obtained information from medical charts.29 38

To identify potentially eligible patients, we determined the diagnosis of atrial fibrillation by examining principal and secondary discharge diagnoses using the MEDPAR (Medicare Part A claims) files. Those with a principal diagnosis of acute myocardial infarction were excluded. For this analysis of the use of warfarin among patients from the community, only patients with an established diagnosis of atrial fibrillation before the index hospitalization were included.

Stroke patients were selected with a principal diagnosis (reason in retrospect for which the patient was admitted) of ischemic stroke according to ICD-9 codes. The codes used for all diagnoses are listed in the "Appendix." Atrial fibrillation was required as a secondary diagnosis. For patients with multiple admissions meeting these criteria, the first admission was selected. Only patients admitted to one of Connecticut's 33 nongovernmental, acute care hospitals were included.

Patients without stroke were selected with a primary or secondary discharge diagnosis of atrial fibrillation. We also sought to eliminate those with a primary diagnosis of embolic events; additional excluded diagnoses were retinal vascular occlusion, peripheral vascular disease, vascular insufficiency of the intestine, and vascular disorders of the kidney. Each patient selected without a primary diagnosis of stroke was matched to one with stroke for age (within 1 year), sex, and secondary diagnoses of hypertension, non–insulin-dependent diabetes, insulin-dependent diabetes, congestive heart failure, angina, and myocardial infarction as a nonprimary diagnosis.

Collection of Data
Variables examined in this study include age, sex, race, stroke risk factors, classes of medication, possible contraindications to anticoagulation, and functional ability.

Past medical history of a medical or surgical diagnosis refers to a condition that was present in the recent or distant past before the current admission that prompted the patient to seek medical attention. These were abstracted from the coded discharge diagnoses and other sources including physician admission notes, history and physical, emergency department physician notes, consultation notes, and the discharge summary. In addition, nursing notes were used for items related to smoking history, alcohol use, or a fall within the past 2 years.

The principal outcome, warfarin use, was determined by medications that had been prescribed at the time of admission regardless of whether the patient had been taking warfarin or the effectiveness of the anticoagulation.

Laboratory variables used here—PT and INR—were taken as the first determination during the index hospital admission. The primary source was an official report. If this was not available, admission notes, emergency department notes, or progress notes documenting laboratory results were used.

Records were copied in their entirety by each hospital and sent to the CPRO. Trained abstractors reviewed each record and determined whether atrial fibrillation was noted in the official interpretation of any ECG. When atrial fibrillation was not noted in any official ECG interpretation, a board-certified cardiologist reviewed the record. ECGs and ECG rhythm strips were reviewed to identify atrial fibrillation. A history of atrial fibrillation was determined by the cardiologist's review of physician admission notes, consultation notes, progress notes, or discharge summary. A history of atrial fibrillation was defined as "detailed" if any physician's note included a date of atrial fibrillation or specific treatments. A history of atrial fibrillation was defined as "vague" if only "history of atrial fibrillation" or "hx afib" was noted by one or more physicians and no clinical details were provided. This information was combined with discharge diagnoses. As with previous studies done by CPRO, reabstraction was performed in 4% of cases.28 38 The interabstractor agreement was greater than 96% for among all abstracted items.

Analysis
First, we evaluated the bivariate association between the use of warfarin and a family of variables that included demographic factors (age, sex, and race), clinical factors (stroke risk factors such as rheumatic heart disease, hypertension, and prior stroke or TIA), medications, and possible contraindications to anticoagulation (such as prior bleeding, falling, or alcohol use). For each variable, a {chi}2 test was used to determine whether the proportion of patients prescribed warfarin before admission differed significantly from those not prescribed warfarin.

Variables that were associated with the use of warfarin with a value of P<.10 in the bivariate analysis were entered into a multivariate logistic regression model. For each association of interest, an adjusted OR and 95% CI were calculated.

Patients with a documented PT or INR were grouped by warfarin and stroke status. The mean, 95% CI, percent subtherapeutic (PT <14 seconds or INR >1.5), and percent supratherapeutic (PT >21 seconds or INR >3.5) were calculated with the first recorded result in the chart. In addition, the distribution of INR values for patients prescribed warfarin among those with stroke and control subjects was plotted. The unadjusted OR was calculated for each category by dividing the number of patients with a stroke within a given INR range by the number of nonstroke patients within the same INR range.


*    Results
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
*Results
down arrowDiscussion
down arrowAppendix 1
down arrowReferences
 
A total of 707 of 710 charts identified and requested for review were abstracted. Twenty-one records were excluded because the hospital record had no documented history of or ECG demonstrating atrial fibrillation, and 51 records were excluded because the diagnosis was considered vague. The remaining 635 patients (233 men, 402 women) constituted the main study cohort. After 147 patients with a new diagnosis of atrial fibrillation made during the index hospitalization were excluded, the remaining 488 patients (180 men, 308 women), with a history of prior atrial fibrillation documented in the medical record, constituted the study cohort for this report.

Table 1Down presents the patient characteristics that were abstracted, including demographic information, vascular risk factors, potential contraindications to anticoagulation, and other common medical conditions. The results of the bivariate analysis of these factors with the use of warfarin before the index hospital admission are also shown in Table 1Down. Overall, 34% (166/488) of patients had been prescribed warfarin at the time of admission to the hospital. Of those not taking warfarin, 65% (210/322), or 43% (210/488) of all patients, were also not taking aspirin. The use of warfarin was also examined in a more restricted cohort of 304 patients who did not have relative contraindications to anticoagulation. There was a significantly higher rate of warfarin use (P=.003); 38% (116/304) were on warfarin, and of those not taking warfarin, 63% (119/188) were also not taking aspirin.


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Table 1. Bivariate Analysis of Characteristics Associated With Warfarin Use

Next, the use of warfarin was examined in the subcohort of patients who had additional risk factors for stroke. Among the 433 patients with at least one additional stroke risk factors (beyond atrial fibrillation), there was a higher rate of warfarin use compared with those without additional risk factors (P=.001); 36% (156/433) were on warfarin, and of those not taking warfarin, 66% (182/277) were also not taking aspirin.

Last, among the 272 patients with an additional stroke risk factor and without a contraindication, 40% (109/272) were on warfarin, and of those not taking warfarin, 58% (95/163) were also not taking aspirin.

As presented in Table 1Up, differences by demographic and clinical characteristics exist. Patients who were older, had possible contraindications, and were limited in their activities of daily living (before admission) were all less likely to receive warfarin. Patients who had no contraindication to anticoagulation, rheumatic heart disease, prior stroke or TIA, coronary artery disease, were admitted from home, or had been prescribed certain classes of medication (digoxin, ß-adrenergic blocking agents, ACE inhibitors, or diuretics) were more likely to be prescribed warfarin.

In the multiple logistic regression analysis, seven variables were strongly associated with the use of warfarin (Table 2Down). The variables associated with the use of warfarin were younger age groups, prior stroke or TIA, and the use of ß-blockers, ACE inhibitors, or diuretics. Those with limited activities of daily living or using aspirin had a lower rate of warfarin use. For those with coronary disease, there was a trend toward a higher rate of warfarin use.


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Table 2. Multiple Logistic Regression of Factors Associated With Patients Taking Warfarin as a Medication Before Index Admission

Coagulation parameters were available for 410 patients who had a PT documented and 337 patients with an INR. Nearly a third of patients taking warfarin were subtherapeutic on admission; 30.1% (49/163) had a PT <14 seconds and 32.4% (44/136) had an INR <1.5. Patients prescribed warfarin and admitted with a stroke were more likely to be subtherapeutic than those without a stroke (Table 3Down).


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Table 3. Degree of Anticoagulation

Patients admitted with a stroke were more likely to be significantly underanticoagulated (with INR <1.5): 43.5% (30/69) versus 20.9% (14/67) for those without stroke (P<.005). The level of anticoagulation was a inversely associated with stroke. Anticoagulation was most effective for those with an INR >=2.0. There were 136 patients prescribed warfarin with admission INRs recorded in the chart (69 admitted with stroke; 68 without stroke) (Table 3Up). Among the 69 stroke patients prescribed warfarin, there were 43% (30/69) with an INR <1.5 compared with 21% (14/68) of those prescribed warfarin but admitted without a stroke; there were 32% (22/69) with INR range of 1.5 to 1.9 compared with 24% (16/68) for those on warfarin but admitted without a stroke. Similarly, the percentages were 12% (8/69) for those with stroke compared with 22% (15/68) for the INR range of 2.0 to 2.4; 7% (6/69) for those with stroke compared with 16% (11/68) for the INR range of 2.5 to 2.9; 1.4% (1/69) for those with stroke compared with 6% (4/68) for the INR range of 3.0 to 3.9; and 2.9% (2/69) for those with stroke compared with 12% (8/68) for the INR >=4. The OR for stroke rose sharply as INRs fell below 2.0 (FigureDown ); among patients with an INR <1.5, the OR for stroke was nearly quadruple that of those with an INR in the range of 2.0 to 2.9 (OR=4.13; 95% CI=1.5 to 11.38). The ORs among the other INR ranges were as follows: for 1.5 to 1.9, OR=2.69, 95% CI=0.97 to 7.34; for 3.0 to 3.9, OR=0.64, 95% CI=0.06 to 6.8; and for >=4, OR=0.55, 95% CI=0.10 to 3.01. The {chi}2 for linear trend was 14.69 (P=.00013).



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Figure 1. OR for stroke by INR range. The ORs for stroke by INR range compared with a therapeutic INR range of >=2 and <3 are shown. For an INR of <1.5 the risk for stroke significantly increased: OR=4.13, 95% CI=1.5 to 11.38.


*    Discussion
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
up arrowResults
*Discussion
down arrowAppendix 1
down arrowReferences
 
Most current treatment guidelines recommend warfarin therapy for patients with atrial fibrillation who are older than 60 years.24 25 In our study only 11% of patients did not have at least one additional vascular risk factor beyond atrial fibrillation and age. This means that most of our patients were at moderate to high risk for stroke.21 This finding is similar to the Cardiovascular Health Study, in which only 8% of patients with atrial fibrillation older than 65 years did not have evidence of cardiovascular disease,39 and the pooled data from the atrial fibrillation trials, in which 15% of patients had no vascular risk factors other than atrial fibrillation.21 Our primary analysis was based on those at moderate to high risk for stroke. Among these patients, there is little controversy among consensus statements and guidelines.14 25 40

Our principal finding is that 60% of patients with atrial fibrillation who are good candidates for anticoagulation (atrial fibrillation plus at least one other stroke risk factor and no strong contraindications to anticoagulation) were not prescribed warfarin therapy. We also report that among those not on warfarin, more than half were also not on aspirin.

Our results were based on a cohort of hospitalized Medicare patients. Nearly all individuals older than 65 years used Medicare during the time of this study. Our data are consistent with other reports from more restricted cohorts indicating that the results of clinical trials do not necessarily translate into changes in clinical practice.41 42 This is true for hospital-based acute therapies such as those for myocardial infarction,38 42 43 cardioversion for atrial fibrillation,33 and simple therapies such as aspirin for secondary prevention of vascular disease.29 When changes in practice occur, there is often a several-year lag, significant geographic variation in practices, and an underutilization in the steady state.35 43

McCrory and colleagues30 performed a nationwide survey of physicians and found nearly unanimous agreement that anticoagulation treatment was effective. In another survey more than 95% of physicians recommended therapy to prevent thromboembolic complications; among patients with atrial fibrillation, warfarin therapy was favored by over 80%, and nearly all others recommended antiplatelet therapy.32

Self-reported use is higher than in actual practice. Albers et al34 reported that among academic centers, only a third of patients admitted with atrial fibrillation, at least one other risk factor for stroke, and no contraindication to warfarin were prescribed anticoagulation at the time of admission. Munschauer et al36 demonstrated both an underutilization of antithrombotic therapy at hospital discharge and a lack of influence of some important risk factors known to increase the risk of embolization in the setting of atrial fibrillation. Our results suggest that similar rates of underutilization exist across a broader range of clinical settings in the community before admission.

In the office-based survey reported by Stafford and Singer,35 anticoagulation was given to approximately a third of patients with atrial fibrillation, but there was only limited information reported on comorbid conditions and concomitant therapies that may help explain the underutilization of anticoagulation. Our study did include information on comorbid conditions, which allowed us to examine potential reasons and contraindications for anticoagulation therapy; however, the influence of commonly cited indications and contraindication was less than expected, accounting for a small portion of practice variation.

In their survey, McCrory and colleagues30 identified the three most common reasons for physicians not using anticoagulation as follows: (1) increased risk of hemorrhage, (2) patient refusal, and (3) low risk of embolus. Although these factors influence the use of warfarin, they seem unlikely to account for the low rate of warfarin use.

Risk of Hemorrhage
The major risks for bleeding with anticoagulation are advancing age, more intense anticoagulation, and an increasing number of prescription medications (independent of degree of anticoagulation).44 In our study the presence of risk factors for hemorrhage was associated with a statistically significant reduction in the rate of warfarin use; however, the absolute reduction was less than 10%. In addition, there was still a low rate of warfarin use among those with no documented risk for bleeding.

Approximately half of the patients with atrial fibrillation in the United States are older than 75 years.7 Our results reflect survey and practice data which demonstrate that physicians are less likely to recommend anticoagulation in older patients.30 35 It is not clear whether this trend is justified. The overall relative benefit of anticoagulation for people older than 75 years is currently in debate. The risk of bleeding complications may be increased,45 but so is the risk of thromboembolic stroke among those with atrial fibrillation.

With proper management, however, age alone may not be a major determinant of bleeding for those younger than 80 years.46 Bleeding complications may remain acceptably low as patients enter the eight and ninth decades of life, especially with close monitoring to prevent overdosing.45 47 A combined analysis of four of the primary prevention trials found warfarin to be safe and effective for those older than 75 years.48 49

Patient Refusal
Factors such as patients' perceptions of inconvenience and compliance can influence the use of medications.50 Information on this was not available in our study but seems unlikely to explain the magnitude of our results. Even among those taking other cardiovascular medications, the overall use of warfarin was low.

Among patients informed of the risk of stroke and its consequences, the large willingness to initiate therapy, high perceived value, and low discontinuance rate suggest that many physicians may underestimate patients' perception of the clinical importance of anticoagulation therapy.51 Improved methods for educating patients about atrial fibrillation, its consequences, and available treatments could help to further reduce patient refusal and increase compliance.

Risk of Embolization
In our study the use of warfarin was only slightly higher among those with vascular risk factors than in those without these risk factors. Among the stroke risk factors we investigated, only rheumatic heart disease and prior cerebrovascular disease were associated with a significantly higher rate of warfarin use. However, even for these groups, the rate of warfarin use was low. For those with prior cerebrovascular disease, the rate of stroke is increased by twofold to threefold.13 Rheumatic heart disease is associated with a similar increase. Even so, approximately half of patients with these risk factors were not anticoagulated.

Medication Use
Among patients prescribed other cardiac medications, there was a higher rate of warfarin use; however, this may simply be a marker for a more aggressive management style or the recognition of more severe cardiac disease and an increased risk of cardioembolism.

Degree of Anticoagulation
Although the most commonly recommended target range for anticoagulation is an INR of 2.0 to 3.0,24 47 we used a more liberal therapeutic range based on those used among the major anticoagulation trials of an INR of 1.4 to 4.5 (PT range of 1.2 to 2.0). Because control values were not always available in the chart, we elected to analyze absolute PT (in seconds).

Even with a very wide therapeutic range for anticoagulation, among those on anticoagulation therapy, just over 40% were out of therapeutic range on admission to the hospital (Table 3Up). This provides a practical estimate of the effectiveness of routine use of warfarin in the community. In the setting of clinical trials, 9% to 40% of days had anticoagulation levels that fell below the lower limit for the planned intervention.44 52

We found that among those admitted with a stroke, the level of anticoagulation was significantly lower, and the portion of subtherapeutic patients higher, than the patients without a stroke (Table 3Up). This association was seen in the clinical trials.26 Our results extend this association and suggest that the risk of stroke rises dramatically for those with an INR <2.0 (FigureUp), corroborating results from a recent case-control study of Hylek and colleagues.47

Overall, nearly 9% of the patients on anticoagulation in our cohort were supratherapeutic. This is similar to the Stroke Prevention in Atrial Fibrillation Trial, in which anticoagulation exceeded the upper limit of the therapeutic range in 5% (INR=4.5; PT=1.8).44 Among the major clinical trials, the range of patients who were supratherapeutic was 0.6% to 17%.52 For those with hemorrhage, 40% were above the trial's therapeutic range, and excessive anticoagulation has been identified as a risk factor for intracranial hemorrhage.53 54

Among those not prescribed warfarin, approximately 10% had a first recorded INR of >=1.5 (Table 3Up). The reasons for this are unclear. Few studies have reported INR testing across a wide range of clinical settings. In limited studies, significant mismatching was found, including those with INRs within the normal range.55 The patients with an increased INR reported in the medical record in our study do not cluster at a small number of institutions, nor do they appear to be associated with the use of anticoagulant or antithrombotic therapy during hospitalization or procoagulant depletion.56 Reabstraction of the medical records did not change the finding. Although the use of the INR system for monitoring patients receiving oral anticoagulation is widely endorsed and is an improvement over the PT, it is not without concerns about reliability.57 58 This will be addressed in a future quality improvement monitoring project that includes more detailed abstraction of possible procoagulant depletion such as hepatic disease.59

Conclusions
Although it might be suggested that the low rate of warfarin use could be due in part to patients who decline anticoagulation therapy or other physician-patient preferences, the surprisingly large portion of individuals receiving neither aspirin nor warfarin suggests an underutilization of stroke prevention therapies. In addition, among those prescribed warfarin, patients are often undertreated, and low levels of anticoagulation are associated with a greatly increased risk of stroke.

Our study spans a broad range of patients and clinical settings and contains more clinical information than studies relying on self-report or discharge data. It was limited, however, by its retrospective nature and its reliance on documentation in the medical record. Even with these potential limitations, our findings suggest that efforts to develop programs that will ensure that patients with atrial fibrillation are evaluated for warfarin anticoagulation and are maintained in a therapeutic range represent a strong opportunity for stroke prevention.


*    Selected Abbreviations and Acronyms
 
ACE = angiotensin-converting enzyme
CI = confidence interval
CPRO = Connecticut Peer Review Organization
ICD-9 = International Classification of Diseases, 9th Revision
INR = international normalized ratio
OR = odds ratio
PT = prothrombin time
TIA = transient ischemic attack


*    Acknowledgments
 
This study was funded as part of the ongoing quality improvement programs of the CPRO with the assistance of a supplemental grant from DuPont Merck Pharmaceutical, Wilmington, Del.


*    Footnotes
 
Presented in part at the 69th Scientific Sessions of the American Heart Association, New Orleans, La, November 10-13, 1996.


*    Appendix 1
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
up arrowResults
up arrowDiscussion
*Appendix 1
down arrowReferences
 
Diagnostic Criteria
Discharge diagnoses were based on ICD-9 codes and included the following: atrial fibrillation (427.31); stroke (ischemic stroke: 433.01, 433.11, 433.21, 433.31, 433.81, 433.91, 434.01, 434.11, 434.91, 436); prior stroke (late effects: 438); angina (411.1, 411.81, 411.89, 413.1, 413.9); acute myocardial infarction (410.01 to 410.91); history of myocardial infarction (412); congestive heart failure (402.01, 402.11, 402.91, 404.01, 404.03, 404.11, 404.13, 404.91, 404.93, 428.0, 428.1); hypertension (diagnosed as hypertensive disease excluding secondary hypertension: 401.0 to 404.93); diabetes, non–insulin dependent (250.00, 250.02, 250.10, 250.12, 250.20, 250.22, 250.30, 250.32, 250.40, 250.42, 250.50, 250.52, 250.60, 250.62, 250.70, 250.72, 250.80, 250.82, 250.90, 250.92); diabetes, insulin dependent (250.01, 250.03, 250.11, 250.13, 250.21, 250.23, 250.31, 250.33, 250.41, 250.43, 250.51, 250.53, 250.61, 250.63, 250.71, 250.73, 250.81, 250.83, 250.91, 250.93); retinal vascular occlusion (362.3); peripheral vascular disease (440 to 444.9); vascular insufficiency of the intestine (557); and vascular disorders of the kidney (593.81).

Received May 16, 1997; revision received September 8, 1997; accepted September 8, 1997.


*    References
up arrowTop
up arrowAbstract
up arrowIntroduction
up arrowSubjects and Methods
up arrowResults
up arrowDiscussion
up arrowAppendix 1
*References
 
1. Hennen J, Krumholz HM, Radford MJ. Twenty most frequent DRG groups among Medicare in patients age 65 or older in Connecticut hospitals, fiscal years 1991, 1992, and 1993. CT Med. 1995;59:11–15.

2. Hennen J, Krumholz HM, Radford MJ, Meehan TP. Readmission rates, 30 days and 365 days postdischarge, among the 20 most frequent DRG groups, Medicare in patients age 65 or older in Connecticut hospitals, fiscal years 1991, 1992, and 1993. CT Med. 1995;59:263–270.

3. The National Institute of Neurological Disorders and Stroke rt-PA Stroke Study Group. Tissue plasminogen activator for acute ischemic stroke. N Engl J Med. 1995;333:1581–1587.[Abstract/Free Full Text]

4. Kay R, Wong KS, Yu YL, Chan YW, Tsoi TH, Ahuja AT, Chan FL, Fong KY, Law CB, Wong A, Woo J. Low-molecular-weight heparin for the treatment of acute ischemic stroke. N Engl J Med. 1995;333:1588–1593.[Abstract/Free Full Text]

5. Wolf PA. Contributions of epidemiology to the prevention of stroke. Circulation. 1993;88:2471–2478.[Free Full Text]

6. Barnett HJM, Eliasziw M, Meldrum HE. Drugs and surgery in the prevention of ischemic stroke. N Engl J Med. 1995;332:238–248.[Free Full Text]

7. Feinberg WM, Blackshear JL, Laupacis A, Kronmal R, Hart RG. Prevalence, age distribution, and gender of patients with atrial fibrillation. Arch Intern Med. 1995;155:469–473.[Abstract/Free Full Text]

8. Wolf PA, Abbott RD, Kannel WB. Atrial fibrillation as in independent risk factor for stroke: the Framingham Study. Stroke. 1991;22:983–988.[Abstract/Free Full Text]

9. Wolf PA, Dawber TR, Thomas HE Jr, Kannel WB. Epidemiological assessment of chronic atrial fibrillation and the risk of stroke: the Framingham Study. Neurology. 1978;28:973–977.[Abstract/Free Full Text]

10. Jørgensen HS, Nakayama H, Reith J, Raasschou HO, Olsen TS. Acute stroke with atrial fibrillation: the Copenhagen Stroke Study. Stroke. 1996;10:1765–1769.

11. Lin HJ, Wolf PA, Kelly-Hayes M, Beiser AS, Kase CS, Benjamin EJ, D'Agostino RB. Stroke severity in atrial fibrillation: the Framingham Study. Stroke. 1996;27:1760–1764.[Abstract/Free Full Text]

12. Fisher CM. Reducing the risks of cerebral embolism. Geriatrics. 1979;34:59–66.[Medline] [Order article via Infotrieve]

13. EAFT (European Atrial Fibrillation Trial) Study Group. European Atrial Fibrillation Trial: secondary prevention in non-rheumatic atrial fibrillation after transient ischaemic attack or minor stroke. Lancet. 1993;342:1255–1262.[Medline] [Order article via Infotrieve]

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