Objective To explore the effects of an efficiency-oriented comprehensive nursing mode on the complication rate and physiological function in patients undergoing radical prostatectomy. Methods From March 2021 to March 2022, 126 patients who underwent radical prostatectomy for prostate cancer at Wuxi Second People's Hospital were selected for the randomized controlled trial. They were divided into a control group and an observation group by the random number table method, with 63 cases in each group. The control group were (52.34±4.47) years old; their disease course was (8.56±3.46) months. The observation group were (50.78±5.25) years old; their disease course was (8.14±3.62) months. The control group used the conventional care model, and the observation group adopted efficiency-oriented comprehensive nursing mode. The recovery indicators, incidences of complications, physiological functions [the International Index of Erectile Function-5 (IIEF-5) was used to evaluated their erectile function before and 1 and 3 months after the surgery], and quality of life, evaluated by the MOS Item Short from Health Survey (SF-36), were compared the two groups. t and χ2 tests were used. Results After the nursing, the time for first flatus, time for first meal, time for the first time to get off bed, and hospitalization time in the observation group were significantly shorter than those in the control group [(22.87±4.62) d vs. (37.58±4.24) d, (4.65±1.68) d vs. (6.88±1.03) d, (2.53±1.09) d vs. (5.36±1.23) d, and (8.65±2.15) d vs. (15.78±2.68) d], with statistical differences (t=18.619, 8.982, 13.668, and 16.471; all P<0.05). The incidence of complications in the observation group was lower than that in the control group [6.35% (4/63) vs. 25.40% (16/63)], with a statistical difference (χ2=8.558; P=0.003). One and three months after the surgery, the scores of IIEF-5 in the observation group were higher than those in the control group [(13.14±3.68) vs. (9.98±4.25) and (18.22±4.31) vs. (11.54±3.93)], with statistical differences (t=4.461 and 9.090; both P<0.05). Before the nursing, there were no statistical differences in the scores of physical function, emotional role, social function, psychological health, body role, general health, body pain, and activity between the two groups (all P>0.05). After the nursing, the scores of physical function, emotional role, social function, psychological health, body role, general health, body pain, and activity in the observation group were higher than those in the control group [(61.67±10.36) vs. (55.98±11.68), (73.24±12.38) vs. (66.20±14.36), (67.29±16.46) vs. (61.01±12.23), (79.13±9.41) vs. (72.01±9.10), (66.85±13.15) vs. (59.42±15.48), (63.78±11.42) vs. (57.21±9.16), (73.45±11.40) vs. (63.21±15.46), and (81.97±12.46) vs. (74.43±14.14)], with statistical differences (t=2.639, 2.947, 2.431, 4.317, 2.903, 3.562, 4.231, and 3.100; all P<0.05). Conclusion Efficiency-oriented comprehensive nursing mode for patients undergoing radical prostatectomy can shorten their recovery period, decrease the incidence of complications, and improve their postoperative erectile function and quality of life.