A credibility crisis in psychology?

Jerzy Marian Brzeziński
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Abstract

The interest in the global result obtained by B. Nosek’s team increased significantly, not only among psychologists, after an article presenting the results of a large-scale international replication of psychological empirical research had been published in Science (cf. Open Science Collaboration, 2015). While 97% of the original research yielded statistically significant results (p <. 05), only 36% of the results were significant in the replication. The author of the present article postulates that this result laid the ground for unjustified generalizations about the methodological weaknesses of psychology as an empirical science. Psychology is an empirical science, but it also has its peculiarities due to the specificity of the subject matter and the method (e.g. Orne, 1962, 1973; Rosenthal, 1966/2009; Rosenzweig, 1933). Equally importantly, psychology is not practiced in social or cultural isolation. Finally, psychological research is bound by rigorous ethical standards/constraints, and psychologists (as well as researchers in other fields) who publish the results of empirical research to be analyzed statistically are constrained by the editorial practices of scientific journals. Journals have an interest only in papers that present statistically significant results (where “p < .05”!), which leads to the so-called file-drawer effect (Rosenthal, 1979). As strongly emphasized by the author, the debate cannot be limited to the statistical significance of psychological research (in particular the power of statistical test which has emerged as a popular trend in recent years). In this article, the author discusses (and presents his point of view) the following problems: 1) the methodological specificity of psychology as an empirical science, 2) the triad of statistical significance (the problematic criterion of “p < .05”), effect size, and the power of a statistical test, 3) the socio-cultural context of psychological research, 4) researchers' failure to follow methodological and ethical guidelines, and 5) possible precautions and remedies.
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心理学的信誉危机?
在《科学》杂志上发表了一篇介绍大规模国际心理学实证研究复制结果的文章(参见《开放科学合作》,2015 年)之后,不仅是心理学家,人们对 B. 诺塞克团队取得的全球性成果的兴趣也大大增加了。97% 的原始研究结果具有统计学意义(p <. 05),而在复制的研究中,只有 36% 的结果具有意义。本文作者认为,这一结果为毫无根据地概括心理学作为一门实证科学在方法论上的弱点奠定了基础。心理学是一门实证科学,但由于研究对象和研究方法的特殊性,它也有其特殊性(例如,Orne, 1962, 1973; Rosenthal, 1966/2009; Rosenzweig, 1933)。同样重要的是,心理学不是在社会或文化孤立的情况下进行的。最后,心理学研究受到严格的道德标准/约束,心理学家(以及其他领域的研究人员)发表实证研究成果并进行统计分析时,会受到科学期刊编辑惯例的限制。期刊只对统计结果显著("p < .05"!)的论文感兴趣,这就导致了所谓的文件抽屉效应(Rosenthal,1979 年)。正如作者极力强调的那样,争论不能仅限于心理学研究的统计意义(尤其是近年来流行的统计检验功率)。在本文中,作者讨论了(并提出了自己的观点)以下问题:1)心理学作为一门实证科学在方法论上的特殊性;2)统计意义("p < .05 "这一有问题的标准)、效应大小和统计检验功率三者之间的关系;3)心理学研究的社会文化背景;4)研究人员未能遵守方法论和伦理准则;5)可能的预防措施和补救办法。
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