ATI Pulse®
Historically, indications of eventual NCLEX success or failure have been restricted to end of program assessments like our own ATI Comprehensive Predictor. Although a highly predictive instrument that provides individualized recommendations for student remediation, the Comprehensive Predictor is not designed to dynamically follow a student through his or her academic career and inform of potential NCLEX remediation needs. To address this gap and provide earlier indications of remediation needs, ATI conducted a nationwide study using data science techniques and machine learning on hundreds of thousands of student assessment results and measures of learning activity performance across four years of data to predict success on each Content Mastery SeriesTM exam, providing an earlier warning of students at risk.