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多变量建模:一项回顾性队列研究,探讨社会经济地位和与农村学术中心的距离对全因早产的影响。

Multivariable modeling: A retrospective cohort study exploring the impact of socioeconomic status and distance to a rural academic center on all-cause preterm delivery.

机构信息

Department of Obstetrics and Gynecology, Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire, United States of America.

Department of Undergraduate Medical Education, Geisel School of Medicine, Hanover, New Hampshire, United States of America.

出版信息

PLoS One. 2024 Oct 3;19(10):e0306859. doi: 10.1371/journal.pone.0306859. eCollection 2024.

DOI:10.1371/journal.pone.0306859
PMID:39361556
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11449359/
Abstract

OBJECTIVE

Hospital-based labor and delivery units are closing at increasing rates in the rural US, significantly impacting maternal and newborn health. The objective of this study to determine if rurality-measured as distance from the hospital-and socioeconomic status-measured as insurance payor-impact both spontaneous and medically indicated preterm birth incidence at a single rural academic institution.

METHODS

This was a retrospective cohort study using electronic medical records of patients with singleton pregnancies delivering at a single rural academic institution between 2016-2018. The primary outcome was preterm delivery (PTD) and secondary outcomes included low birth weight (LBW) and intensive care nursery (ICN) admission. The primary exposures included (1) travel time from a patient's address to the hospital and (2) insurance carrier as a proxy for socioeconomic status. Bivariate analyses indicated that travel time, insurance status, race, ethnicity, marital status, number of prenatal visits, gravida and para, and smoking status were significant predictors of all outcomes (LBW, ICN admission, and PTD). Therefore, these predictors were included in the multivariable logistic models.

RESULTS

Within the multivariable logistic model, patients traveling 1-1.5 hours had approximately twice the odds of PTD (Odds Ratio, OR: 2.08, 95% Confidence Interval CI, 1.32, 3.29, p = .002), birth of a LBW neonate (OR: 2.15; 95% CI: 1.29-3.58, p = .005), and infant admission to the ICN (OR 1.83, 95% CI: 1.22-2.76, p = .004) compared to patients traveling under 30 minutes,. Insurance carrier status was not associated with increased odds of PTD, LBW, or ICN admission.

CONCLUSION

Patients living 1-to-1.5 hours from the hospital had an increased risk for LBW, ICN admission, and PTD, despite living in zip codes with less social deprivation than zip codes further away from the hospital.

摘要

目的

美国农村地区的医院分娩单位正在以越来越高的速度关闭,这对母婴健康产生了重大影响。本研究旨在确定距离医院的远近(以农村地区衡量)和保险支付方的社会经济地位(以保险支付方衡量)是否会对单一农村学术机构的自发性和医学指征性早产发生率产生影响。

方法

这是一项回顾性队列研究,使用了 2016 年至 2018 年期间在一家农村学术机构分娩的单胎妊娠患者的电子病历。主要结局是早产(PTD),次要结局包括低出生体重(LBW)和重症监护室(ICN)入院。主要暴露因素包括(1)患者住址到医院的出行时间,(2)作为社会经济地位代理的保险支付方。双变量分析表明,出行时间、保险状况、种族、民族、婚姻状况、产前检查次数、孕次和产次以及吸烟状况是所有结局(LBW、ICN 入院和 PTD)的显著预测因素。因此,这些预测因素被纳入多变量逻辑模型。

结果

在多变量逻辑模型中,出行 1-1.5 小时的患者发生 PTD 的几率大约是出行 30 分钟以内的患者的两倍(优势比,OR:2.08,95%置信区间,CI:1.32,3.29,p =.002),出生低体重儿的几率(OR:2.15;95% CI:1.29-3.58,p =.005)和婴儿入住 ICN 的几率(OR 1.83,95% CI:1.22-2.76,p =.004)高于出行 30 分钟以内的患者。保险支付方的状况与 PTD、LBW 或 ICN 入院的几率增加无关。

结论

尽管居住在离医院较近的邮政编码地区的社会剥夺程度低于离医院较远的邮政编码地区,但距离医院 1 到 1.5 小时的患者发生 LBW、ICN 入院和 PTD 的风险增加。

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本文引用的文献

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Urban-rural disparities in childhood obesogenic environments in the United States: Application of differing rural definitions.美国儿童肥胖环境的城乡差异:不同农村定义的应用。
J Rural Health. 2023 Jan;39(1):121-135. doi: 10.1111/jrh.12677. Epub 2022 May 30.
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Impact of obstetric unit closures, travel time and distance to obstetric services on maternal and neonatal outcomes in high-income countries: a systematic review.高收入国家产科病房关闭、前往产科服务机构的时间和距离对孕产妇和新生儿结局的影响:一项系统评价
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What Is Rural? Challenges And Implications Of Definitions That Inadequately Encompass Rural People And Places.什么是农村?定义不足所带来的挑战及影响,这些定义未能充分包含农村居民和农村地区。
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Association Between Loss of Hospital-Based Obstetric Services and Birth Outcomes in Rural Counties in the United States.美国农村县基于医院的产科服务缺失与分娩结局之间的关联
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