Background: The subacute respiratory care unit is an important relay station where respirator-dependent patients may access subsequent chronic respiratory care. Although there is relatively little information in the literature regarding respirator disconnections in subacute respiratory care units, assisting patients to disconnect successfully from respirators is a primary challenge for care teams. Purpose: The purpose of this study was to understand respirator disconnections and the factors affecting these events in subacute respiratory care units to improve the effectiveness of ventilator weaning and reduce the burden on families and medical care providers. Methods: This was a retrospective chart review study. Patients admitted to the subacute respiratory care unit for respiratory training during the study period from January 2016 to December 2019 were recruited as subjects and the data were collected from the Chang Gung Medical Research Database's health insurance secondary data using a self-made transcription form. Results: The ventilator weaning success rate of the subjects in this study was 78.5%. A bivariate analysis revealed that consciousness status; disease severity; rapid shallow breathing index; days of hospitalization in a respiratory care center; days of ventilator use; blood urea nitrogen, white blood cell, hemoglobin, and blood albumin levels; and mean caloric intake were each significantly associated with successful ventilator withdrawal. The predictors of ventilator weaning in respiratory care center patients were identified as disease severity, rapid shallow breathing index, days of ventilator use, white blood cell level, and hemoglobin level. Conclusions / Implications for Practice: Respirator-dependent patients should be evaluated and monitored as early as possible. Moreover, a ventilator weaning plan should be included as a regular testing and monitoring item. Also, a respirator removal program should be provided on a case-by-case basis. Individualized ventilator weaning programs may reduce the burden on families and medical care providers.