The growth of competency-based education in an online environment requires the development and measurement of quality competency-based courses. While quality measures for online courses have been developed and standardized, they do not directly align with emerging best practices and principles in the design of quality competency-based online courses. The purpose of this paper is to provide background and research for a proposed rubric to measure quality in competency-based online courses.