Identification of the risk factors in perioperative respiratory adverse events in children under general anesthesia and the development of a predictive model
| Autor: | Fanghua Xie, Shaobo Song, Shoujun Tao, Tao Zhang, Zhong Mei, Lifeng Ni, Kai Wang |
|---|---|
| Rok vydání: | 2021 |
| Předmět: | |
| Zdroj: | Transl Pediatr |
| ISSN: | 2224-4344 2224-4336 |
| Popis: | BACKGROUND: This study explored the risk factors of perioperative respiratory adverse events in children under 12 years old undergoing general anesthesia surgery. A prediction model was constructed according to the related risk factors to provide a basis for timely clinical intervention and decision-making. METHODS: Children under 12 years old who underwent general anesthesia in our hospital between January 2016 and December 2020 were included in this study. The clinical data, including age, gender, weight, American Society of Anesthesiologists (ASA) grade classification, operation season, preoperative hospital stay, anesthesia time, and postoperative pain score, were collated. Continuous variables were converted to categorical variables. Logistic regression analysis was used to screen independent risk factors and a nomogram was constructed to predict the probability of adverse events. Fitting curves and receiver operating characteristic (ROC) curves were utilized to verify the model. RESULTS: Logistic regression analyses demonstrated that age [odds ratio (OR) =1.32, 95% confidence interval (CI): 1.08 to 1.49], body weight (OR =1.49, 95% CI: 1.21 to 1.84), anesthesia time (OR =1.61, 95% CI: 1.32 to 1.78), and surgery season (OR =1.12, 95% CI: 1.07 to 1.39) were independent risk factors for respiratory adverse events in children undergoing general anesthesia (P |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|