Directed acyclic graph for the association between maternal employment and childhood overweight: , exposure; , outcome; , adjusted variable; , unobserved (latent) variable; , other variable; , causal path. Birth order was highly collinear with child’s age. Therefore, we controlled for child’s age in our primary models.