Abstract： Objective:To investigate the risk factors associated with the positive results of early postpartum depression screening.Methods:This study involved 2 889 women who were negative in prenatal depression screening and delivered in the Maternal and Child Health Hospital of Hubei Province from 1 March to 30 April 2021. The Edinburgh Postnatal Depression Scale (EPDS) score, Adaptation Partnership Growth Affection Resolve (APGAR) score, and related living habits of the enrolled subjects were investigated on the 5th to 7th day after delivery. All patients were divided into two groups with 2 354 in the negative group (EPDS score<13) and 535 in the positive group (EPDS score≥13), based on the EPDS scores at 5 to 7 days postpartum. Chi-square test, trend Chi-square test, and rank-sum test were used for univariate analysis. Risk factors associated with positive depression screening were analyzed using binary logistic regression. Results:Univariate analysis suggested that there were statistically significant differences between the two groups in maternal personality, marital relationship, family functioning, sleep quality during pregnancy, smoking and drinking habits during pregnancy, prenatal EPDS score, mode of delivery, whether or not to have intrapartum cesarean section and forceps delivery, duration of labor in vaginal delivery, the proportions of puerperae and neonates who were transferred to intensive care unit (ICU), twin pregnancy, placenta previa, abnormal fetal position, premature birth, postpartum hemorrhage, and having three or more complication (all P<0.05). Binary logistic regression analysis suggested that extravertion ( OR=0.483, 95% CI:0.369-0.632), good marital relations ( OR=0.540, 95% CI:0.422-0.691) and good sleep during pregnancy ( OR=0.340, 95% CI:0.245-0.471) were protective factors for early postpartum depression, while introversion ( OR=1.632, 95% CI:1.275-2.088), poor marital relations ( OR=3.495, 95% CI: 1.946-6.276), moderate family dysfuntion ( OR=4.038, 95% CI:2.667-6.114) and severe family dysfunction ( OR=20.234, 95% CI: 2.446-167.364), smoking ( OR=2.071, 95% CI:1.315-3.263) and drinking during pregnancy ( OR=1.924, 95% CI:1.142-3.243), twin pregnancy ( OR=2.680, 95% CI:1.435-5.005), placenta previa ( OR=2.567, 95% CI:1.316-5.009), having three or more complications ( OR=1.876, 95% CI: 1.316-2.674), forceps delivery ( OR=3.043, 95% CI:1.185-7.816), intrapartum cesarean section ( OR=1.917, 95% CI:1.232-2.982), postpartum hemorrhage ( OR=1.668, 95% CI:1.069-2.604), and postpartum ICU admission ( OR=2.601, 95% CI: 1.112-6.086) were risk factors for early postpartum depression. Conclusions:Healthy living habits, and good mood contribute to decreasing postpartum depression in pregnant women. Education for parturients with serious illness or complications should be strengthened to help develop a proper understanding of the disease.