Copas J B, Shi J Q
Department of Statistics, University of Warwick, Coventry CV4 7AL.
BMJ. 2000 Feb 12;320(7232):417-8. doi: 10.1136/bmj.320.7232.417.
To assess the epidemiological evidence for an increase in the risk of lung cancer resulting from exposure to environmental tobacco smoke.
Reanalysis of 37 published epidemiological studies previously included in a meta-analysis allowing for the possibility of publication bias.
Relative risk of lung cancer among female lifelong non-smokers, according to whether her partner was a current smoker or a lifelong non-smoker.
If it is assumed that all studies that have ever been carried out are included, or that those selected for review are truly representative of all such studies, then the estimated excess risk of lung cancer is 24%, as previously reported (95% confidence interval 13% to 36%, P<0.001). However, a significant correlation between study outcome and study size suggests the presence of publication bias. Adjustment for such bias implies that the risk has been overestimated. For example, if only 60% of studies have been included, the estimate of excess risk falls from 24% to 15%.
A modest degree of publication bias leads to a substantial reduction in the relative risk and to a weaker level of significance, suggesting that the published estimate of the increased risk of lung cancer associated with environmental tobacco smoke needs to be interpreted with caution.
评估接触环境烟草烟雾导致肺癌风险增加的流行病学证据。
对先前纳入一项荟萃分析的37项已发表的流行病学研究进行重新分析,考虑到发表偏倚的可能性。
根据女性终身不吸烟者的伴侣是当前吸烟者还是终身不吸烟者,计算其患肺癌的相对风险。
如果假设纳入了所有已开展的研究,或者所选择进行综述的研究确实代表了所有此类研究,那么肺癌的估计额外风险为24%,如先前报道(95%置信区间为13%至36%,P<0.001)。然而,研究结果与研究规模之间存在显著相关性,提示存在发表偏倚。对此类偏倚进行校正意味着风险被高估了。例如,如果仅纳入了60%的研究,额外风险估计值从24%降至15%。
适度的发表偏倚会导致相对风险大幅降低以及显著性水平减弱,这表明已发表的与环境烟草烟雾相关的肺癌风险增加的估计值需要谨慎解读。