This study is to investigate the incidence of pain and the influencing factors of prognostic complications in early admission care of pancreatitis in the emergency department patients. This provides a basis for clinical nursing management and prognosis improvement. Hundred patients with acute pancreatitis admitted to the tertiary hospital between January 2021 and December 2023 were selected according to the inclusion and exclusion criteria. It collected basic baseline data and medical data of patients during admission, clarifies whether patients have complications, and analyzed the length of hospital stay. Comparing hospital stays >7 days with <7 days. A questionnaire on patient psychological status was collected, and single factor analysis was conducted on different prognostic factors. Binary logistic regression was used for single factor analysis, and P < .05 was considered statistically significant. The presence or absence of complications during treatment is the main criterion for determining the prognostic impact of pancreatitis in the emergency department patients. Among 100 patients, 26 (26%) had complications during hospitalization, 74 (74%) had no complications during hospitalization, and 64 (64%) had a stay of >7 days. There were statistically significant differences (P < .05) in smoking status and history of hypertension between the complication group and the non-complication group. In the comparison between the group with <7 days of hospitalization and the group with >7 days of hospitalization, age, education level, smoking status, and history of hyperlipidemia showed statistical significance (P < .05). The fasting days, BISAP score, first bowel movement time, C-reactive protein, blood urea nitrogen, albumin, duration of severe pain within 24 hours of admission, and duration of severe pain within 24 to 48 hours of admission were all statistically significant (P < .05). Pancreatitis in the emergency department patients are prone to exacerbation and prolonged pain during early hospitalization. In nursing, timely attention should be paid to the patient’s pain issues, timely pain relief measures should be taken, and the occurrence of complications should be reduced, reducing the patient’s hospitalization time. Meanwhile, it is necessary to constantly pay attention to changes in the patient’s gastrointestinal function and experimental indicators.