We examined a quality improvement (QI) program, offered to ambulatory care clinics (N = 82) serving human immunodeficiency virus-positive clients, to determine what factors predicted the clinic independently implementing QI processes without their program consultant's help. Initial analyses examined clinics at 4 levels of involvement: withdrew from the project, initial QI proficiency, advanced QI proficiency, and consultant independent. The initial and advanced stages were collapsed into 1 group (consultant dependent) and compared with consultant-independent clinics for multivariate logistic regression. In the multivariate models, 3 factors significantly predicted the clinic being consultant independent: staffing level (odds ratio [OR] = 1.6, 95% confidence interval [CI] = 1.2-2.2), the number of participating months (OR = 1.4, 95% CI = 1.0-2.0), and baseline QI readiness (OR = 1.1, 95% CI = 1.0-1.3). Receiver operator curves were calculated for significant predictors; the strongest predictor was staffing (c statistic = .79). Clinics that are organizationally prepared for QI, allow adequate time to adopt QI methods into their organization, and provide adequate QI staffing are more likely to independently apply QI methods.
