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好得难以置信:来自实验心理学的两项杰出研究中的发表偏倚。

Too good to be true: publication bias in two prominent studies from experimental psychology.

机构信息

Department of Psychological Sciences, Purdue University, West Lafayette, IN, USA.

出版信息

Psychon Bull Rev. 2012 Apr;19(2):151-6. doi: 10.3758/s13423-012-0227-9.

Abstract

Empirical replication has long been considered the final arbiter of phenomena in science, but replication is undermined when there is evidence for publication bias. Evidence for publication bias in a set of experiments can be found when the observed number of rejections of the null hypothesis exceeds the expected number of rejections. Application of this test reveals evidence of publication bias in two prominent investigations from experimental psychology that have purported to reveal evidence of extrasensory perception and to indicate severe limitations of the scientific method. The presence of publication bias suggests that those investigations cannot be taken as proper scientific studies of such phenomena, because critical data are not available to the field. Publication bias could partly be avoided if experimental psychologists started using Bayesian data analysis techniques.

摘要

实证复制长期以来一直被认为是科学中现象的最终裁决者,但当存在发表偏倚的证据时,复制就会受到破坏。当观察到对零假设的拒绝次数超过预期的拒绝次数时,可以在一组实验中发现发表偏倚的证据。当应用这种检验时,揭示了两个来自实验心理学的著名研究中的发表偏倚的证据,这些研究据称揭示了超感官知觉的证据,并表明了科学方法的严重局限性。发表偏倚的存在表明,这些研究不能被视为对这些现象的适当科学研究,因为该领域没有获得关键数据。如果实验心理学家开始使用贝叶斯数据分析技术,发表偏倚可能会在一定程度上得到避免。

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