Although competency-based education (CBE) has existed since the early 1970s adult-focused degree programs, interest in CBE has spiked in recent years due to the increased attention on higher education affordability and accountability. This article reviews the extant literature on CBE to address the following questions: (a) What are the definitions…

This paper introduces a modification to the Rule Space diagnostic classification procedure to allow for processing of response vectors that contain missing data. Rule Space is an approach to diagnostic classification that involves characterizing examinees' performances in terms of an underlying cognitive model of generalized problem-solving…

Literature on mastery learning (ML) is reviewed from the perspectives of past efforts, current approaches, and future directions. To date, approaches in managing the ML literature have been in four major areas: (1) the "typing" of ML efforts in the context of a comprehensive literature review; (2) the compilation of state-of-the-art bibliographies…

This paper describes the theories and social factors that contributed to the development of competency-based training (CBT). These include behaviorism (Edward L. Thorndike), scientific management (Frederick Taylor), progressive education (John Dewey), and derivative theories including operant conditioning (B.F. Skinner), objectives-based…

Mastery learning research focuses on learner-oriented and instruction-based factors that relate the concepts of time as a variable and high student achievement as a constant. This research emphasis encompasses optimistic assumptions about the capability of students to learn if: (1) alterable variables are optimized, and (2)…