To explore the short-term efficacy of cholecystectomy plus bile duct T-tube drainage or choledochojejunostomy (CJ) in the treatment of gallbladder cancer (GC) and its effects on the median survival time and postoperative complications. The clinical data of 121 patients who underwent laparoscopic cholecystectomy (LC) in department of hepatobiliary surgery of the hospital from January 2018 to December 2018 were retrospectively analyzed. According to the adjuvant treatment methods, the patients were divided into 2 groups: the control group (n = 61, LC + bile duct T-tube drainage) and experimental group (n = 60, LC + CJ). The perioperative indicators, short-term efficacy, median survival time, postoperative complications and immune stress response were compared between the 2 groups of patients before and after propensity score matching. The surgical time, postoperative anal first exhaust time, and intraoperative blood loss in the experimental group were no different from those in the control group (P > .05), but the hospital stay was shorter than that in the control group (P < .05). There was no difference in the effective rate of treatment and median survival time between the 2 groups (P > .05). The total incidence rate of complications in the experimental group at 14 days after surgery was lower than that in the control group (P < .05). Day 3 after surgery, the levels of immunoglobulin M (IgM) and immunoglobulin G (IgG) of the experimental group were higher than those of the control group (P < .05), while the level of C-reactive protein (CRP) was lower than that of the control group (P < .05). Compared with bile duct T-tube drainage, LC + CJ in the treatment of GC can better shorten the postoperative hospital stay and reduce the postoperative complications and immune stress response, but and the median survival time of the 2 is similar, which can be promoted in clinical practice.