“…While numerous studies have examined the association between duration of second stage and associated maternal and neonatal outcomes, [9][10][11][12][13][14]16 few had PPH as a primary outcome. 15,17,23 As such, the effect estimate between duration of second stage and PPH can be prone to biases such as ascertainment, confounding, selection, or misclassification. As our findings are consistent with several previous studies, 9,10,12,24 this study was specifically designed to examine PPH as a primary outcome.…”