Gilbody S M, Song F, Eastwood A J, Sutton A
NHS Centre for Reviews and Dissemination, University of York, UK.
Acta Psychiatr Scand. 2000 Oct;102(4):241-9. doi: 10.1034/j.1600-0447.2000.102004241.x.
Publication bias threatens the validity of published research, although this topic has received little attention in psychiatry. The purpose of this article is to produce a systematic overview of the causes and consequences of publication bias and to summarize the available methods with which it is detected and corrected.
Empirical evidence for the existence of publication bias is reviewed and the following methods are applied to an illustrative case example from psychiatry: funnel plot analysis; the 'file drawer method'; linear regression techniques; rank correlation; 'trim and fill'.
Small studies are particularly susceptible to publication and related bias. All methods to detect publication bias depend upon the availability of a number of individual studies with a range of sample sizes. Unfortunately, large numbers of studies of varying sample size are not always available in many areas of psychiatric research.
Where possible researchers should always test for the presence of publication bias. The problem of publication bias will not be solved by anything other than a prospective trials register.
发表偏倚威胁已发表研究的有效性,尽管该话题在精神病学领域很少受到关注。本文旨在系统概述发表偏倚的成因及后果,并总结用于检测和纠正发表偏倚的现有方法。
回顾发表偏倚存在的实证证据,并将以下方法应用于一个来自精神病学的说明性案例:漏斗图分析;“文件抽屉法”;线性回归技术;等级相关;“修剪与填充”。
小型研究特别容易受到发表及相关偏倚的影响。所有检测发表偏倚的方法都依赖于一系列样本量各异的个体研究的可得性。不幸的是,在精神病学研究的许多领域,并非总能获得大量样本量不同的研究。
只要有可能,研究人员都应始终检测发表偏倚的存在。除了前瞻性试验登记册之外,发表偏倚问题无法通过其他任何方式解决。