Purpose: Early identification of SAP and take necessary treatment can reduce the mortality rate of patients with AP. This study aimed to design a scoring system for rapid identification of SAP (RISAP) and evaluate its performance in predicting SAP in patients with AP. Methods: In the first phase, 1024 patients with AP who were admitted to the people's hospital of Qiandongnan Miao and Dong Autonomous Prefecture ,The Second Affiliated Hospital of Guizhou Medical University,the First People's Hospital of Kaili from January 2015 to June 2017 were included. Easily obtained indicators including patients’ gender, age, previous history of pancreatitis, acute diffuse peritonitis (ADP), pleural effusion (PE), heart rate (HR), respiratory rate (RR), and systolic blood pressure (SBP) measured under adequate analgesia, quietness conditions at admission were selected. Logistic regression analysis was performed to identify the risk factors for SAP. After determination of the cutoff values of the identified risk factors using ROC curve analysis, RISAP scoring system was designed. In the second phase, a total of 740 patients with AP who were admitted to our hospital from July 2017 to October 2019 were included and divided into SAP and non-SAP groups. RISAP, RANSON and BISAP scores were measured and compared between groups. The ROC curve was draw to analyze the ability of RISAP score in predicting SAP. Results: The number of patients who had history of pancreatitis,ADP, PE, HR, BR were significantly higher in the SAP group than in the non-SAP group (P <0.05). Logistic regression analysis showed that PE, HR, and RR were independent risk factors for SAP. Then RISAP score was designed based on the cutoff values of the three risk factors (0.5, 95.5, 22.5, respectively). The RISA, RANSON, and BISAP scores were significantly higher in the SAP group than that in the non-SAP group (U = -9.501,-3.701, -8.520 P <0.05). Compared with the RANSON, and BISAP scores, RISAP had the highest AUC values, sensitivity and specificity. Conclusion: The designed RISAP score is simple, convenient, economical, non-invasive, and highly repeatable, which is superior in rapid identification of SAP in patients with AP.