Objectives Many autoimmune diseases negatively affect pregnancies. Studies report conflicting data about the effects of psoriatic arthritis (PsA) in pregnancy. We sought to evaluate the pregnancy, delivery, and neonatal outcomes among women with PsA. Methods We conducted a retrospective population-based study using data from the Healthcare Cost and Utilization Project-Nationwide Inpatient Sample (HCUP-HIS). Cases of PsA were identified using the ICD code 696.0. Pregnancies complicated with PsA were compared with the other pregnancies. A multivariate logistic regression was used to adjust for confounding variables. Results A total of 9,096,369 control births and 419 with PsA occurred during the study period. Women with PsA were more likely to be older, Caucasian, obese, have a higher income, and private insurance (p-value <0.0001 all). Also, they were more likely to start their pregnancy with chronic hypertension, pregestational diabetes, thyroid disorders, inflammatory bowel disease, and depression. Rates of pregnancy induced hypertension (PIH) (aOR 1.58, 95% CI 1.13–2.21) and small for gestational age (SGA) (aOR 2.42, 95% CI 1.49–3.93) were higher in PsA. There were no differences in the rates of most outcomes including: preeclampsia, gestational diabetes, preterm delivery, preterm premature rupture of membranes (PPROM), placenta previa, abruption, modes of delivery, hemorrhage, deep vein thrombosis (DVT), pulmonary embolism (PE), chorioamnionitis, intrauterine fetal death, or congenital anomalies (p>0.05 all). Conclusions Women with PsA should be reassured about their pregnancy outcomes as only PIH and SGA were more common. Healthcare providers should take appropriate surveillance and preventive methods to mitigate the effect of these two complications in pregnancies complicated with PsA.