Application of the combined quality improvement ratio in the evaluation of a quality improvement activity in a managed care organization.
Assessing the impact of clinically relevant quality improvement activities (QIA) is important to managed care organizations; yet, turnover in enrollment can reduce the data available for analyses, thus decreasing the chance that a difference post-QIA will be detected. The Combined Quality Improvement Ratio (CQuIR) uses matching of patients into pairs pre- and post-QIA to systematically and validly increase the data included in the analysis for evaluation of the QIA. Using a paired cohort study design, 456 pairs of patients with diabetes were identified using the Health Plan Employer Data Information Set (HEDIS) specifications. Patients having retinal examinations were identified pre- and post-QIA. The change in retinal examination rates was analyzed and results compared using repeated pairs (RP), matched pairs (MP), and combined pairs (CP). The CQuIR methodology (which uses CP = RP + MP) resulted in an increase in sample size (n = 456 [CP] versus n = 156 [RP] and n = 300 [MP]) and consequently an increase in power (0.92 [CP] versus 0.38 [RP] and 0.82 [MP]) and a decrease in the confidence interval range (0.97 [CP] versus 2.06 [RP] and 1.14 [MP]). The CQuIR uses a statistically valid approach to increase the data available for the evaluation of QIAs.
Krousel-Wood
Marie A
MA
Ochsner Clinic Foundation, Division of Research, New Orleans, LA 70121, USA. mawood@ochsner.org
Chambers
Richard B
RB
Re
Richard N
RN
Nitzkin
Phyllis R
PR
Cortez
Laurence M
LM
D000328:Adult; D015331:Cohort Studies; D003930:Diabetic Retinopathy / Q000175:diagnosis*; D005260:Female; D006801:Humans; D008297:Male; D008329:Managed Care Programs / Q000592:standards* / Q000706:statistics & numerical data; D008875:Middle Aged; D017749:Total Quality Management / Q000458:organization & administration*; D014481:United States; D014600:Utilization Review; D015351:Vision Screening / Q000706:statistics & numerical data*