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Funkhouser E, Houston TK, Levine DA, Richman J, Allison JJ, Kiefe CI. Physician and patient influences on provider performance: ß-blockers in postmyocardial infarction management in the MI-Plus study. Circulation. Cardiovascular quality and outcomes. 2011 Jan 1; 4(1):99-106.
BACKGROUND: Efforts to improve the quality of care for patients with cardiovascular disease frequently target the decrease of physician-level performance variability. We assessed how variability in providing -blockers to ambulatory postmyocardial infarction (MI) patients was influenced by physician and patient level characteristics. METHODS AND RESULTS: -Blocker prescription and patient characteristics were abstracted from charts of post-MI patients treated by 133 primary care physicians between 2003 and 2007 and linked to physician and practice characteristics. Associations of -blocker prescription with physician- and patient-level characteristics were examined using mixed-effects models, with physician-level effects as random. Mean physician-specific predicted probabilities and the intraclass correlations, which assessed the proportion of variance explainable at the physician level, were estimated. Of 1901 patients without major contraindication, 69.1% (range across physicians, 20% to 100%) were prescribed -blockers. Prescription varied with comorbidity from 78.3% in patients with chronic kidney disease to 54.7% for patients with stroke. Although physician characteristics such as older physician age, group practice, and rural location were each positively associated with -blocker prescription, physician factors accounted for only 5% to 8% of the variance in -blocker prescription; the preponderance of the variance, 92% to 95%, was at the patient level. The mean physician-specific probability of -blocker prescription (95% confidence interval) in the fully adjusted model was 63% (61% to 65%). CONCLUSIONS: -Blocker prescription rates were surprisingly low. The contribution of physician factors to overall variability in -blocker prescription, however, was limited. Increasing evidence-based use of -blockers may not be accomplished by focusing mostly on differential performance across physicians.