先天性畸形的病例对照研究:研究方法和无反应偏倚评估

IF 1.6 4区 医学 Q4 DEVELOPMENTAL BIOLOGY
Amanda Eng, Andrea 't Mannetje, Lis Ellison-Loschmann, Barry Borman, Soo Cheng, Deborah A. Lawlor, Jeroen Douwes, Neil Pearce
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引用次数: 0

摘要

背景描述在新西兰进行的一项先天性异常病例对照研究的方法,讨论遇到的方法学困难,并评估无反应偏倚的可能性。方法从新西兰先天性异常登记处随机抽取2007-2009年新西兰活产新生儿2710例。潜在对照(n = 2989)包括从产妇和新生儿信息系统中确定的活产,频率与儿童出生年份和性别相匹配。母亲们被邀请完成一项涉及人口统计、生活方式和环境因素的访谈。评估病例母亲和对照母亲的响应概率与母亲年龄、贫困、职业和种族(可从选民名册中获得)的关系,并计算参与的逆概率权重(ipw)。通过有和没有IPW的无条件逻辑回归估计关键人口统计学和选定危险因素的优势比(ORs)。结果共652名(24%)病例母亲和505名(17%)对照母亲完成了访谈。年轻和更贫困的母亲在参与者中代表性不足,特别是在对照组中,导致与年轻先天性异常、Māori种族、贫困和研究中的风险因素(如蓝领职业和吸烟)相关的or膨胀,表明无反应偏倚。通过IPW将无反应偏倚降到最低,导致ORs和暴露流行率估计值与基于招聘前样本的估计值相似。结论:在这项针对新妈妈的研究中,获得高参与率是很困难的,特别是对于对照组。由此产生的无反应偏倚通过IPW最小化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Case–Control Study of Congenital Anomalies: Study Methods and Nonresponse Bias Assessment

Case–Control Study of Congenital Anomalies: Study Methods and Nonresponse Bias Assessment

Background

To describe the methods of a congenital anomalies case–control study conducted in New Zealand, discuss the encountered methodological difficulties, and evaluate the potential for nonresponse bias.

Methods

The potential cases (n = 2710) were New Zealand live births in 2007–2009 randomly selected from the New Zealand Congenital Anomalies Registry. The potential controls (n = 2989) included live births identified from the Maternity and Newborn Information System, frequency matched to cases by the child's year of birth and sex. Mothers were invited to complete an interview covering demographic, lifestyle, and environmental factors. Response probabilities for case and control mothers were evaluated in relation to maternal age, deprivation, occupation, and ethnicity, available from the Electoral Roll, and inverse probability weights (IPWs) for participation were calculated. Odds ratios (ORs) for key demographic and selected risk factors were estimated through unconditional logistic regression, with and without IPW.

Results

A total of 652 (24%) of case mothers and 505 (17%) of control mothers completed the interview. Younger and more deprived mothers were underrepresented among the participants, particularly for controls, resulting in inflated ORs of associations with congenital anomalies for younger age, Māori ethnicity, deprivation, and risk factors under study, such as blue-collar occupations and smoking, indicative of nonresponse bias. Nonresponse bias was minimized through IPW, resulting in ORs and exposure prevalence estimates similar to those based on the prerecruitment sample.

Conclusions

Attaining high participation rates was difficult in this study that was conducted in new mothers, particularly for the controls. The resulting nonresponse bias was minimized through IPW.

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来源期刊
Birth Defects Research
Birth Defects Research Medicine-Embryology
CiteScore
3.60
自引率
9.50%
发文量
153
期刊介绍: The journal Birth Defects Research publishes original research and reviews in areas related to the etiology of adverse developmental and reproductive outcome. In particular the journal is devoted to the publication of original scientific research that contributes to the understanding of the biology of embryonic development and the prenatal causative factors and mechanisms leading to adverse pregnancy outcomes, namely structural and functional birth defects, pregnancy loss, postnatal functional defects in the human population, and to the identification of prenatal factors and biological mechanisms that reduce these risks. Adverse reproductive and developmental outcomes may have genetic, environmental, nutritional or epigenetic causes. Accordingly, the journal Birth Defects Research takes an integrated, multidisciplinary approach in its organization and publication strategy. The journal Birth Defects Research contains separate sections for clinical and molecular teratology, developmental and reproductive toxicology, and reviews in developmental biology to acknowledge and accommodate the integrative nature of research in this field. Each section has a dedicated editor who is a leader in his/her field and who has full editorial authority in his/her area.
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