ORMA:减少心理学复制问题的策略

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2023-01-01 DOI:10.1016/j.newideapsych.2022.100991
George S. Howard, Scott E. Maxwell
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引用次数: 0

摘要

由于历史上对零假设统计检验(NHST)的依赖,人文科学已经开发了许多潜在问题的研究文献。虽然自20世纪70年代以来,科学家们就意识到了“文件抽屉效应”,但在解决其有害影响方面,科学家们基本上没有成功。因为显著的结果比不显著的结果更有可能被发表,我们的许多研究文献目前可能是建立在一系列I型错误和夸大的效应量上的。最近开发了一种方法(称为原始复制荟萃分析或ORMA),用于识别有问题的研究文献,并提供一种方法来解决由于发表偏倚造成的问题。科学哲学家长期以来一直认为,科学作为知识来源的卓越性的一个主要原因在于它具有自我纠正的能力。人文科学领域的研究人员现在能够对他们的研究文献进行实证检验,以确定哪些文献需要修复。ORMA的使用有助于减少导致最近呼吁禁止在人类科学研究中使用重要/非重要统计数据的问题。ORMA还将提高心理学成功复制其研究成果的能力。
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ORMA: A strategy to reduce Psychology's replication problems

Because of their historical reliance upon null hypothesis statistical tests (NHST), the human sciences have developed a number of potentially problematic research literatures. While aware of the file drawer effect since the 1970s, scientists have been largely unsuccessful at addressing its pernicious effects. Because significant results have a greater likelihood of being published than do nonsignificant effects, many of our research literatures might currently be constructed upon a series of Type I errors and inflated effect sizes. A method (called Original Replication of Meta-Analyses or ORMA) has recently been developed for identifying problematic research literatures and offering a method to address the problems due to publication bias. Philosophers of science have long argued that a chief reason for science's preeminence as a source of knowledge rests in its ability to self-correct. Researchers in the human sciences are now able to empirically test their research literatures to ascertain which are in need of repair. The use of ORMA serves to lessen the problems that led to the recent calls for bans on significant/nonsignificant statistics in human science research. ORMA will also improve psychology's ability to successfully replicate its research findings.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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