Relationship Between Operator Volume and Adverse Outcome in Contemporary Percutaneous Coronary Intervention Practice
An Analysis of a Quality-Controlled Multicenter Percutaneous Coronary Intervention Clinical Database
Mauro Moscucci, MD*,*,
David Share, MD, MPH*,
Dean Smith, PhD ,
Michael J. O'Donnell, MD ,
Arthur Riba, MD ,
Richard McNamara, MD||,
Thomas Lalonde, MD¶,
Anthony C. Defranco, MD#,
Kirit Patel, MD**,
Eva Kline Rogers, RN, MS*,
Chris D'Haem, DO ,
Milind Karve, MD and
Kim A. Eagle, MD*
* Division of Cardiology, University of Michigan Medical Center, Ann Arbor, Michigan, USA
St. Joseph Mercy Hospital, Ann Arbor, Michigan
Blue Cross Blue Shield of Michigan, Detroit, Michigan, USA
¶ St. John's Hospital and Medical Center, Detroit, Michigan
Oakwood Hospital, Dearborn, Michigan
|| Spectrum Health, Grand Rapids, Michigan
# McLaren Regional Medical Center, Flint, Michigan
** St. Joseph Hospital, Pontiac, Michigan
 Ingham Regional Medical Center, Lansing, MichiganUSA
 Sparrow Medical Center, Lansing, Michigan

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Figure 1 Adjusted odds ratios (OR) for major adverse cardiovascular events with generalized estimating equations clustering modeling. Variables included in the final model were: quintiles one to four, age, gender, history of congestive heart failure, history of prior coronary artery bypass grafting, history of extra-cardiac vascular disease, history of chronic obstructive pulmonary disease, emergency procedure, creatinine 1.5 mg/dl, left ventricular ejection fraction <50%, American College of Cardiology type C lesion, left main stenosis (>70%), three-vessel disease (>70%), visible thrombus on the initial coronary angiogram, cardiac arrest, acute myocardial infarction (MI), MI within 7 days, cardiogenic shock, ventricular tachycardia or ventricular fibrillation in the setting of acute MI, and unstable angina. C statistic = 0.82. Hosmer-Lemeshow chi-square = 2.9, p = 0.94. CI = confidence interval.
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Figure 2 Relationship between operator volume and patients' risk. Predicted and observed major adverse cardiovascular events (MACE) rates are stratified by quartile of risk, with further stratification by quintile of operator volume. Q = quintile (i.e., Q1, Q2, Q3, Q4, and Q5).
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Figure 3 Linear plot of standardized major adverse cardiovascular events (MACE) ratios (observed/predicted rates) versus annual operator volume.
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