Retrospective cohort study. Investigate the risk factors for delayed extubation after posterior approach orthopedic surgery in patients with congenital scoliosis. The clinical data of patients who received surgery for congenital scoliosis at the First Affiliated Hospital of Xinjiang Medical University between January 2021 and July 2023 have been gathered. Patients are categorized into the usual and the delayed extubation groups, depending on the duration of tracheal intubation after surgery. The study employs univariate and multivariate logistic regression models to examine the clinical characteristics of the two cohorts and discover potential risk factors linked to delayed extubation. In addition, a prediction model is created to visually depict the significance of each risk factor in terms of weight according to the nomogram. A total of 119 patients (74.8% females), with a median age of 15 years, are included. A total of 32 patients, accounting for 26.9% of the sample, encountered delayed extubation. Additionally, 13 patients (10.9%) suffered perioperative complications, with pneumonia being the most prevalent. The multivariate regression analysis revealed that the number of osteotomy segments, postoperative hematocrit, postoperative Interleukin-6 levels, and weight are predictive risk factors for delayed extubation. Postoperative hematocrit and Interleukin-6 level, weight, and number of osteotomy segments can serve as independent risk factors for predicting delayed extubation, with combined value to assist clinicians in evaluating the risk of delayed extubation of postoperative congenital scoliosis patients, improving the success rate of extubation, and reducing postoperative treatment time in the intensive care unit.