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Purpose: This study aims to develop a system of course monitoring by students and evaluate the course quality management system (CQMS) implemented as an educational assessment tool. Methods: This research was conducted in accordance with the ADDIE model which is a well-known instructional design model. The ADDIE process includes needs analysis, design of the course monitoring and course evaluation, development of evaluation forms, implementation of course monitoring, and evaluation of the program. Results: To meet the need for a system that can replace the traditional lecture evaluation approach, this study developed and implemented a new course evaluation system. In comparison with the quantitative evaluation method, course monitoring by students provided more qualitative information on classes and courses from the students’ perspective. The students' realistic description helped know how student felt the atmosphere of class and what kinds of teaching style students preferred. However, some view that the evaluation by the four monitoring members was less reliable. Conclusion: This study proposed a course quality management based on students’ monitoring which emphasized the narrative evaluation to help to identify the strengths and weaknesses of the classes and gather qualitative information from the students’ perspective that can be used to improve the courses. It is expected that providing the monitoring members with better orientation could help manage the quality of the courses using the monitoring system.