Fleiss J L, Gross A J
Columbia University, School of Public Health, New York, NY 10032.
J Clin Epidemiol. 1991;44(2):127-39. doi: 10.1016/0895-4356(91)90261-7.
Meta-analysis, a set of statistical tools for combining and integrating the results of independent studies of a given scientific issue, can be useful when the stringent conditions under which such integration is valid are met. In this report we point out the difficulties in obtaining sound meta-analyses of either controlled clinical trials or epidemiological studies. We demonstrate that hastily or improperly designed meta-analyses can lead to results that may not be scientifically valid. We note that much care is typically taken when meta-analysis is applied to the results of clinical trials. The Food and Drug Administration, for example, requires strict adherence to the principles we discuss in this paper before it allows a drug's sponsor to use a meta-analysis of separate clinical studies in support of a New Drug Application. Such care does not always carry over to epidemiological studies, as demonstrated by the 1986 report of the National Research Council concerning the purported association between exposure to environmental tobacco smoke and the risk of lung cancer. On the basis of a meta-analysis of 13 studies, 10 of which were retrospective and the remaining 3 prospective in nature, the Council concluded that non-smokers who are exposed to environmental tobacco smoke are at greater risk of acquiring lung cancer than non-smokers not so exposed. In our opinion, this conclusion in unwarranted given the poor quality of the studies on which it is based.
荟萃分析是一组用于合并和整合关于特定科学问题的独立研究结果的统计工具,当满足这种整合有效的严格条件时,它可能会很有用。在本报告中,我们指出了对对照临床试验或流行病学研究进行合理的荟萃分析时存在的困难。我们证明,仓促或设计不当的荟萃分析可能会导致不具有科学有效性的结果。我们注意到,在将荟萃分析应用于临床试验结果时通常会非常谨慎。例如,美国食品药品监督管理局在允许药物赞助商使用单独临床研究的荟萃分析来支持新药申请之前,要求严格遵守我们在本文中讨论的原则。正如美国国家研究委员会1986年关于接触环境烟草烟雾与肺癌风险之间所谓关联的报告所表明的那样,这种谨慎并不总是适用于流行病学研究。基于对13项研究的荟萃分析,其中10项是回顾性研究,其余3项本质上是前瞻性研究,该委员会得出结论,接触环境烟草烟雾的非吸烟者比未接触的非吸烟者患肺癌的风险更高。在我们看来,鉴于该结论所依据的研究质量较差,这一结论是没有根据的。