Abstract Item analysis points to testify reliability and validity of a test, which often is labeled as testy quality. Test quality plays an important role in the rights and interests of the examinees. Evaluation on item quality has been under much discussion for a long time with a theme on control chart as a tool of statistical process control for quality management on a test that could guide teaching direction and enable students to learn better. Therefore, this study based on the view of holistic ability, employs features of control chart and integrates relevant statistical methods to assess the test quality of the Operation Management Examination. This study can provide reference for further related test quality.