European Journal of Obstetrics & Gynecology and Reproductive Biology X · 2024 · 13 citations · 22 references
Public HealthMaternal HealthObstetricsMaternal-fetal MedicinePerinatal EpidemiologySubstance Use DisordersMaternal EpidemiologyMaternal Health EpidemiologyMaternal Medical Complications In PregnancyPerinatal Risk FactorsPregnancyPrenatal CareAdverse Pregnancy Outcome PredictionInpatient Care UtilizationInpatient Hospital UtilizationInpatient Resource UtilizationInpatient UtilizationLogistic RegressionMaternal Substance UsePropensity Score Adjustment
Objective: Substance use disorder is a growing concern in the USA, especially among pregnant women. This study was undertaken to assess the impact of substance use disorder on adverse pregnancy outcomes using a nationwide sample of inpatient pregnancy hospitalizations in the USA, and to elucidate the influence on each type of adverse pregnancy outcome. Study design: A cross-sectional analysis of inpatient pregnancy hospitalizations in the USA from the Healthcare Cost and Utilization Project National Inpatient Sample from 2016 to 2020 was conducted. International Classification of Diseases - 10th revision and diagnosis-related group codes were used to identify inpatient pregnancy-related delivery hospitalizations with a substance use disorder and/or adverse pregnancy outcomes. Propensity score matching and multiple logistic regression analyses were undertaken to predict the likelihood of adverse pregnancy outcomes among pregnancy hospitalizations with and without substance use disorder. Subgroup analyses were performed to estimate the impact of substance use disorder on each adverse pregnancy outcome. Results: < 0.001). After matching and model adjustment for sociodemographic covariates, substance use disorder was identified as an independent predictor of adverse pregnancy outcomes [adjusted odds ratio (aOR) 1.47, 95 % confidence interval (CI) 1.45-1.49]. In subgroup analyses based on type of adverse pregnancy outcome, the greatest exposure risks were fetal growth restriction (aOR 1.96, 95 % CI 1.91-2.01), antepartum hemorrhage (aOR 1.79, 95 % CI 1.73-1.85) and preterm birth (aOR 1.65, 95 % CI 1.62-1.68). Conclusion: Patients with substance use disorder are at higher risk of adverse pregnancy outcomes, particularly fetal growth restriction, antepartum hemorrhage and preterm birth.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
<b>MatchIt</b>: Nonparametric Preprocessing for Parametric Causal Inference
Daniel E. Ho, Kosuke Imai, Gary King et al. · Journal of Statistical Software · 2011 · 4.4K citations · Full text
Analysis of Complex Survey Samples
Thomas Lumley · Journal of Statistical Software · 2004 · 2.3K citations · Full text