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. Author manuscript; available in PMC: 2020 Nov 3.
Published in final edited form as: J Midwifery Womens Health. 2020 Apr 14;65(5):609–620. doi: 10.1111/jmwh.13104

Table 4.

Maternal and Fetal Characteristics Significantly Associated with Postpartum Hemorrhage Risk Within Members of Each Labor Process Latent Classa

Variables Significantly
Associated with PPH
OR (95% CI) P Value
Class 1: Spontaneous: Early Admission
Nulliparous 1.75 (1.38-2.29) <.001
Exceeded weight gain guidelines 1.29 (0.99-1.66) .052
Hispanic 1.88 (1.43-2.48) <.001
Hypertension 1.68 (1.10-2.56) .016
Macrosomia (≥4000 grams) 1.89 (1.30-2.74) .001
Class 2: Spontaneous: Active Admission
Obesity (BMI ≥30 kg/m2) 1.83 (1.07-3.12) .028
Hispanic 1.78 (1.07-2.96) .023
Class 3: Induction: Moderate Duration Admissionb
Black and non-Hispanic 1.54 (1.07-2.23) .02
Hispanic 1.91 (1.36-2.67) <.001
Asian or Pacific Islander 1.98 (1.15-3.39) .014
Smoker 0.38 (0.15-0.93) .030
Hypertension 1.83 (1.29-2.58) .001
Class 4: Spontaneous: Prolonged Second Stage
Gestational age (40.1-41 wk) 1.68 (1.08-2.62) .021
Black and non-Hispanic 2.51 (1.23-5.70) .019
Depressed 2.17 (1.01-4.66) .046
Macrosomia 2.44 (1.47-4.05) .001
Class 5: Induction: Prolonged Complicated Admission
Nulliparous 4.36 (2.11-9.03) <.001
Hispanic 1.75 (1.01-3.05) .047
Depressed 2.61 (1.07-6.26) .034

Abbreviations: BMI, body mass index; OR, odds ratio; PPH, postpartum hemorrhage.

a

Each model controls for maternal age, gestational age, parity, insurance, weight gain guidelines, maternal race and ethnicity, smoking, depression, hypertension, newborn macrosomia, fetal sex, and uterine scar.

b

Indication for induced labor also included in model (for Class 3 only).