回忆偏差和选择偏差对模拟使用手机致癌风险的影响:病例对照模拟研究的结果。

IF 4.7 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH Epidemiology Pub Date : 2024-07-01 Epub Date: 2024-05-20 DOI:10.1097/EDE.0000000000001749
Liacine Bouaoun, Graham Byrnes, Susanna Lagorio, Maria Feychting, Abdellah Abou-Bakre, Rémi Béranger, Joachim Schüz
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引用次数: 0

摘要

研究背景最大的病例对照研究(Interphone研究)调查了与使用手机有关的胶质瘤风险,结果显示,使用手机的相对风险呈J形关系,中度使用手机的相对风险降低,而10%最频繁使用手机者的相对风险增加40%:我们进行了蒙特卡洛模拟,研究在考虑到 Interphone 研究中存在的各种偏差的情况下,报告的估计值是否与使用手机对胶质瘤风险没有影响的假设相符。在考虑选择偏差的同时,还考虑了自我报告手机使用情况的四种误差来源。模拟使用的输入参数是从 Interphone 关于报告准确性的验证研究和无应答问卷中获得的:我们发现,同时模拟系统报告误差和随机报告误差的方案产生了一种 J 型关系,与 Interphone 主要研究中观察到的关系完全吻合,与从不经常使用手机的人相比,最常使用手机的人的相对风险出现了模拟的虚假增加(OR = 1.91)。产生这种 "J "型关系的主要决定因素是,与验证研究中观察到的情况相比,病例的报告误差方差更大。选择偏差也是风险降低的原因之一:虽然仍存在一些不确定性,但本模拟研究提供的证据表明,总体评估结果显示,大量使用手机与胶质瘤风险增加之间存在因果关系的可能性较小。
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Effects of Recall and Selection Biases on Modeling Cancer Risk From Mobile Phone Use: Results From a Case-Control Simulation Study.

Background: The largest case-control study (Interphone study) investigating glioma risk related to mobile phone use showed a J-shaped relationship with reduced relative risks for moderate use and a 40% increased relative risk among the 10% heaviest regular mobile phone users, using a categorical risk model based on deciles of lifetime duration of use among ever regular users.

Methods: We conducted Monte Carlo simulations examining whether the reported estimates are compatible with an assumption of no effect of mobile phone use on glioma risk when the various forms of biases present in the Interphone study are accounted for. Four scenarios of sources of error in self-reported mobile phone use were considered, along with selection bias. Input parameters used for simulations were those obtained from Interphone validation studies on reporting accuracy and from using a nonresponse questionnaire.

Results: We found that the scenario simultaneously modeling systematic and random reporting errors produced a J-shaped relationship perfectly compatible with the observed relationship from the main Interphone study with a simulated spurious increased relative risk among heaviest users (odds ratio = 1.91) compared with never regular users. The main determinant for producing this J shape was higher reporting error variance in cases compared with controls, as observed in the validation studies. Selection bias contributed to the reduced risks as well.

Conclusions: Some uncertainty remains, but the evidence from the present simulation study shifts the overall assessment to making it less likely that heavy mobile phone use is causally related to an increased glioma risk.

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来源期刊
Epidemiology
Epidemiology 医学-公共卫生、环境卫生与职业卫生
CiteScore
6.70
自引率
3.70%
发文量
177
审稿时长
6-12 weeks
期刊介绍: Epidemiology publishes original research from all fields of epidemiology. The journal also welcomes review articles and meta-analyses, novel hypotheses, descriptions and applications of new methods, and discussions of research theory or public health policy. We give special consideration to papers from developing countries.
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