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In the Canadian population, does caesarean delivery compared to vaginal birth increase risk of early neonatal mortality? An instrumental variable method approach

机译:在加拿大人群中,与阴道分娩相比,剖腹产手术是否会增加早期新生儿死亡的风险?一种工具变量方法

摘要

BACKGROUND: The lack of adjustment for unmeasured factors which may be associated with both delivery decisions and pregnancy outcomes has likely resulted in an overestimation of the risk associated with caesarean delivery on neonatal mortality. An instrumental variable method (IVM) originating from the field of econometrics has been utilized in modern epidemiological research to reduce the influence of unmeasured selection bias. By accounting for measured, unmeasured, and unknown confounding variables, utilizing the IVM can serve as a more valid approach in determining intervention effects amongst patients in observational studies.udOBJECTIVE: The purpose of this study is to compare the results from traditional multivariate methods and instrumental variable-adjusted analyses to determine if caesarean delivery increases the risk of early neonatal death in comparison to vaginal birth. MATERIALS AND METHODS: This is a retrospective cohort study which compares the outcome of early neonatal mortality between 20 completed weeks of gestation and 7 days post-partum among women who delivered through a caesarean section and women who delivered vaginally. The cohort includes all in-hospital births during the fiscal years of April 1, 2006 - March 31, 2009 across Canada identified in the Discharge Abstract Database (DAD) from the Canadian Institute of Health Information (CIHI), excluding deliveries in Quebec. The effect of mode of delivery, being either caesarean or vaginal delivery, on early neonatal mortality was measured using a bivariate logistic regression, followed by a multivariate logistic regression and instrumental variable-adjusted analysis which controlled for 24 covariates. RESULTS: Multivariate logistic regression indicated that caesarean delivery significantly reduced the risk of early neonatal death in comparison to vaginal birth by 21% (Adjusted OR = 0.79, 95%CI = 0.66-0.93, p = 0.006). Instrumental variable-adjusted regression indicated a lack of association between mode of delivery and early neonatal mortality (ARD = -0.0053, 95%CI = -4.3x10⁻³-3.0x10⁻³, p = 0.781). CONCLUSION: In conclusion, the findings from the IVM analysis suggest that the risk of early neonatal mortality is not influenced by the mode of delivery. However, given the large discrepancy in risk estimates between analytic methods, health-system level recommendations towards altering local caesarean rates should be avoided until its impact on maternal and neonatal morbidities, hospital costs, and resulting factors are better understood. Future researchers should aim to answer these questions using similar analytic methods to help inform health-care policy makers and providers of the safety of caesarean deliveries.
机译:背景:对可能与分娩决定和妊娠结局有关的未测因素缺乏调整,可能导致对剖腹产对新生儿死亡率的相关风险进行了高估。起源于计量经济学领域的一种工具变量方法(IVM)已被用于现代流行病学研究中,以减少无法衡量的选择偏见的影响。通过考虑测量的,未测量的和未知的混杂变量,利用IVM可以更有效地确定观察研究患者之间的干预效果。 ud目的:本研究的目的是比较传统多变量方法和进行工具变量调整的分析,以确定与阴道分娩相比,剖腹产是否增加了早期新生儿死亡的风险。材料与方法:这是一项回顾性队列研究,比较了通过剖腹产的妇女和经阴道分娩的妇女在妊娠20个完整周和产后7天之间的早期新生儿死亡率。该队列包括在2006年4月1日至2009年3月31日的整个加拿大财政年度内,在加拿大卫生信息研究所(CIHI)的出院摘要数据库(DAD)中确定的所有医院内分娩,不包括魁北克的分娩。剖宫产或阴道分娩方式对早期新生儿死亡率的影响通过双变量逻辑回归分析,然后进行多元逻辑回归和工具变量调整分析来控制24个协变量。结果:多因素logistic回归分析表明,与阴道分娩相比,剖腹产显着降低了早期新生儿死亡的风险(校正后OR = 0.79,95%CI = 0.66-0.93,p = 0.006)。仪器变量校正回归表明分娩方式与早期新生儿死亡率之间没有关联(ARD = -0.0053,95%CI = -4.3x10 -3 -3.0x10 -3,p = 0.781)。结论:总之,IVM分析的结果表明,早期新生儿死亡的风险不受分娩方式的影响。但是,鉴于分析方法之间的风险估计存在很大差异,应避免在改变卫生系统水平上对局部剖腹产率的建议,直到更好地了解其对孕妇和新生儿发病率,医院费用以及所导致因素的影响为止。未来的研究人员应致力于使用类似的分析方法来回答这些问题,以帮助告知医疗保健政策制定者和提供者剖腹产的安全性。

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    Brothers Cassidy;

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