青春期母亲的妊娠高血压:2016-2022 年趋势分析

Oluwapelumi Oloyede, Lulu Xu, Lola Adepoju
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摘要

妊娠期高血压疾病(HDPs)是导致孕产妇和胎儿并发症的重要原因,尤其是在青少年怀孕期间。本研究利用美国疾病预防控制中心出生数据档案中的数据,研究了 2016 年至 2022 年期间美国青少年妊娠高血压(gHTN)的患病率和预测因素。分析包括各种母亲因素,如年龄、种族、教育程度、体重指数、产前护理以及是否参加妇女、婴儿和儿童(WIC)营养计划。研究采用了逻辑回归和随机森林模型来评估这些预测因素,其中随机森林模型的预测效果更佳。研究发现,gHTN 患病率从 2016 年的 6.72% 上升到 2022 年的 9.51%,而体重指数、产前检查开始的月份、WIC 参与情况和种族则成为关键的预测因素。研究结果突显了早期产前护理和有针对性地支持青少年控制 gHTN 的重要性,强调了针对可改变的风险因素(如体重指数和营养计划的获取)采取干预措施的必要性。这项研究强调,亟需继续努力缓解青少年妊娠高热惊厥的上升趋势,并改善这一弱势人群的孕产妇和胎儿预后。未来的研究应侧重于确定更多的预测因素和调整干预措施,以满足青少年母亲的独特需求。
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Gestational Hypertension in Adolescent Mothers: A 2016-2022 Trend Analysis
Hypertensive disorders in pregnancy (HDPs) significantly contribute to maternal and fetal complications, particularly in adolescent pregnancies. This study examines the prevalence and predictors of gestational hypertension (gHTN) among U.S. adolescents between 2016 and 2022, using data from the CDC's Birth Data Files. The analysis included various maternal factors, such as age, race, education, BMI, prenatal care, and participation in the Women, Infants, and Children (WIC) Nutritional Program. Logistic Regression and Random Forest models were employed to evaluate these predictors, with Random Forest showing superior predictive performance. The study found that gHTN prevalence increased from 6.72% in 2016 to 9.51% in 2022, with BMI, month prenatal visits began, WIC participation, and race emerging as key predictors. The findings highlight the importance of early prenatal care and targeted support for adolescents to manage gHTN, emphasizing the need for interventions that address modifiable risk factors such as BMI and access to nutritional programs. This research underscores the critical need for continued efforts to mitigate the rising trend of gHTN in adolescent pregnancies and improve maternal and fetal outcomes in this vulnerable population. Future studies should focus on identifying additional predictors and tailoring interventions to meet the unique needs of adolescent mothers.
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