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胸膜间皮瘤病例对照研究中无应答偏倚的评估。

Evaluation of Nonresponse Bias in a Case-Control Study of Pleural Mesothelioma.

机构信息

Department of Translational Medicine, Unit of Medical Statistics and Cancer Epidemiology, University of Eastern Piedmont, CPO-Piedmont, 28100 Novara, Italy.

Department of Medical Sciences, Unit of Cancer Epidemiology, CPO Piemonte and University of Turin, 10126 Turin, Italy.

出版信息

Int J Environ Res Public Health. 2020 Aug 24;17(17):6146. doi: 10.3390/ijerph17176146.

DOI:10.3390/ijerph17176146
PMID:32847019
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7504238/
Abstract

Nonparticipation limits the power of epidemiological studies, and can cause bias. In a case-control study on pleural malignant mesothelioma (MM), we found low participation in interviews (63%) among controls. Our goal was to characterize nonresponder controls and assess nonresponse bias in our study. We selected all nonresponder controls (204) and a random sample of responder controls (174). Data were obtained linking hospital admissions and town registrars, and concordance between sources was assessed. Nonresponse bias was evaluated using a logistic regression model applying the inverse probability weighting approach. The odds ratio (OR) for the status of the respondents was 0.61 (95% confidence interval (CI): 0.33-1.16) for controls aged 61-70, 0.37 (CI: 0.20-0.66) for those aged 71-80, and 0.40 (CI: 0.20-0.80) for those aged above 80 (reference group: ≤60 years). Controls with low education level had lower OR (0.47; CI: 0.26-0.84). After adjustment, the ORs for MM by categories of cumulative exposure to asbestos were similar to the unadjusted results, ranging from 4.6 (CI: 1.8-11.7) for cumulative exposures between 0.1 and 1 f/mL-y to 57.5 (CI: 20.2-163.9) above 10 f/mL-y. Responder controls were younger and had higher education level. Nevertheless, there was little evidence of bias from nonresponse in the risk estimates of MM.

摘要

不参与限制了流行病学研究的效力,并可能导致偏倚。在一项关于胸膜恶性间皮瘤(MM)的病例对照研究中,我们发现对照组的访谈参与率较低(63%)。我们的目标是描述未应答者对照组的特征,并评估我们研究中的无应答偏倚。我们选择了所有未应答者对照组(204 名)和应答者对照组的随机样本(174 名)。通过医院就诊和城镇登记员的数据链接,并评估了来源之间的一致性。使用逆概率加权方法的逻辑回归模型评估了无应答偏倚。对于年龄在 61-70 岁、71-80 岁和 81 岁以上的对照组,应答者状态的比值比(OR)分别为 0.61(95%置信区间(CI):0.33-1.16)、0.37(CI:0.20-0.66)和 0.40(CI:0.20-0.80)(参考组:≤60 岁)。教育水平较低的对照组的 OR 较低(0.47;CI:0.26-0.84)。调整后,石棉累积暴露量分类的 MM 的 OR 与未调整的结果相似,范围从累积暴露量在 0.1 至 1 f/mL-y 之间的 4.6(CI:1.8-11.7)到累积暴露量超过 10 f/mL-y 的 57.5(CI:20.2-163.9)。应答者对照组年龄较小,教育水平较高。然而,在 MM 的风险估计中,无应答偏倚的证据很少。

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