Estimating uncertainty in observational studies of associations between continuous variables: example of methylmercury and neuropsychological testing in children.

Michael Goodman, Leila M Barraj, Pamela J Mink, Nicole L Britton, Janice W Yager, W Dana Flanders, Michael A Kelsh
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引用次数: 1

Abstract

Background: We suggest that the need to account for systematic error may explain the apparent lack of agreement among studies of maternal dietary methylmercury exposure and neuropsychological testing outcomes in children, a topic of ongoing debate.

Methods: These sensitivity analyses address the possible role of systematic error on reported associations between low-level prenatal exposure to methylmercury and neuropsychological test results in two well known, but apparently conflicting cohort studies: the Faroe Islands Study (FIS) and the Seychelles Child Development Study (SCDS). We estimated the potential impact of confounding, selection bias, and information bias on reported results in these studies using the Boston Naming Test (BNT) score as the outcome variable.

Results: Our findings indicate that, assuming various degrees of bias (in either direction) the corrected regression coefficients largely overlap. Thus, the reported effects in the two studies are not necessarily different from each other.

Conclusion: Based on our sensitivity analysis results, it is not possible to draw definitive conclusions about the presence or absence of neurodevelopmental effects due to in utero methylmercury exposure at levels reported in the FIS and SCDS.

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估计连续变量之间关联的观察性研究中的不确定性:以甲基汞和儿童神经心理测试为例。
背景:我们认为,考虑系统误差的需要可能解释了母亲饮食甲基汞暴露和儿童神经心理测试结果的研究之间明显缺乏一致性,这是一个持续争论的话题。方法:这些敏感性分析解决了在法罗群岛研究(FIS)和塞舌尔儿童发展研究(SCDS)这两项众所周知但明显相互矛盾的队列研究中,关于低水平产前甲基汞暴露与神经心理测试结果之间关联的系统性错误可能发挥的作用。我们使用波士顿命名测验(BNT)分数作为结果变量,估计混淆、选择偏倚和信息偏倚对这些研究报告结果的潜在影响。结果:我们的研究结果表明,假设不同程度的偏差(在任何方向上),修正的回归系数在很大程度上重叠。因此,两项研究报告的效果并不一定不同。结论:根据我们的敏感性分析结果,不可能得出关于FIS和SCDS报告的子宫内甲基汞暴露水平是否存在神经发育影响的明确结论。
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