The nursing charge system for inpatient accounting has been utilized in healthcare institutions for years. However, the level of its effectiveness in meeting the needs of nursing services, including further development, has not been systematically evaluated. A cross-sectional study based in Delone and McLean's information system success model was applied to explore the level of effective nursing charge system usage across the five dimensions of system quality, information quality, service quality, user satisfaction, and net benefits. We conducted a survey of the inpatient units of a medical center in Taiwan from June 23, 2021, to July 23, 2021. A total of 214 valid questionnaires were collected. Using a 5-point Likert scale, the dimension with the highest score was information quality (3.71), followed by service quality (3.37), user satisfaction (3.36), net benefits (3.31), and system quality (3.23). Older nurses (r = −0.176) and those with more clinical experience (r = −0.151) viewed the nursing charge system as having less information quality. The comfort level with using the computer was positively associated with system quality (r = 0.396), information quality (r = 0.378), service quality (r = 0.275), user satisfaction (r = 0.417), and net benefits (r = 0.355). The opinions of nurses are vital. User feedback and advice should be investigated regularly to achieve system optimization.