Objective: To analyze the risk factors of recurrence after transurethral resection of bladder tumor (TURBT) in patients with non-muscle-invasive bladder cancer (NMIBC)，and establish a risk prediction model，so as to optimize the clinical detection and management of NMIBC. Methods: A total of 174 patients with initial diagnosis of NMIBC who underwent TURBT in the First Affiliated Hospital of Xinjiang Medical University during Jan.2020 and Oct.2022 were followed up for 24 months，and were then divided into the recurrence group (n=74) and non-recurrence group (n=100).After univariate analysis and multivariate logistic regression，risk factors of recurrence were identified，a nomogram was established，and the calibration curve was plotted，which was verified with receiver operator characteristic (ROC) curve. Results: The 2-year recurrence rate was 42.53%.Logistic regression showed high body mass index (BMI)，poor differentiation，multiple tumors，and tumor diameter greater than 3 cm were risk factors of recurrence (P<0.05，OR≥1)，while immediate postoperative intravesical instillation was a protective factor (P<0.05).The C-index of the nomogram was 0.893 (95%CI:0.851-0.938)，the area of ROC curve (AUC) was 0.894 (95%CI：0.847-0.941)，the sensitivity was 82.4%，and the specificity was 83.0%. Conclusion: The prediction model based on BMI，tumor stage，grade，number，diameter，and immediate postoperative intravesical instillation fits well and can provide reference for predicting the risk of tumor recurrence.