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Objectives: This study aimed to compare the analgesic effect of single-dose spinal versus epidural analgesia for labor pain to verify if applying a single dose spinal analgesia is an efficient technique for labor pain management as an alternative for epidural analgesia. Methods: A total of 128 women in the active phase of labor were randomly allocated into two groups of spinal analgesia (n = 64) and epidural analgesia (n = 64). The latter received a bolus dose of 16 mL of 0.125% bupivacaine and 50 μg fentanyl and repeated 5 - 10 mL of bolus dose. The former received 2.5 mg hyperbaric bupivacaine plus 50μg fentanyl. Pain intensity was measured using the visual analog scale (VAS). The duration of analgesia, mode of delivery, the duration of labor, side effects, and maternal satisfaction were also compared. Results: There were no significant differences in the rate of cesarean section, duration of labor, postpartum hemorrhage, and the frequency of the fetal heart deceleration until 30 min after analgesia between the two groups. Measured pain after 30 (P = 0.0001) and 90 min (P = 0.01) was significantly lower in the spinal group than the epidural group. However, there was no significant difference between the spinal and epidural groups concerning the VAS scores at 150, 210, and 270 minutes. Maternal satisfaction was higher in the spinal group (P = 0.002). The mean duration of analgesia was longer in the spinal group than the epidural group (P = 0.0001). Conclusions: According to the findings, single-dose spinal analgesia, compared to epidural analgesia, is a safe, fast, and efficient technique for labor analgesia, which can be easily performed. In addition, it provides a high satisfaction level in the parturient.