This is the first study to assess paraben exposure in Chinese pregnant women. Parabens were detected in the majority of urine samples in Chinese pregnant women. The association of maternal urinary parabens with infants' birth size was examined. Maternal urinary levels of MeP were positively associated with birth length in boys.