科学中的统计危机:它如何与临床神经心理学相关?

A. Gelman, H. Geurts
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引用次数: 29

摘要

目前,科学界对统计(和复制)危机的关注越来越多。生物医学和社会心理学一直是这场危机的核心,但类似的问题在许多领域都很明显。我们讨论了三个来自社会心理学领域的复制挑战的例子和一些提出的解决方案,然后考虑这些想法在临床神经心理学中的适用性。除了预先注册、公开数据和批评等程序性发展之外,我们建议在收集和分析数据时更多地认识到,每项新研究都是学习过程的一部分。改善神经心理学评估、护理和治疗的目标太重要了,不能不认真对待良好的科学实践。
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The statistical crisis in science: how is it relevant to clinical neuropsychology?
Abstract There is currently increased attention to the statistical (and replication) crisis in science. Biomedicine and social psychology have been at the heart of this crisis, but similar problems are evident in a wide range of fields. We discuss three examples of replication challenges from the field of social psychology and some proposed solutions, and then consider the applicability of these ideas to clinical neuropsychology. In addition to procedural developments such as preregistration and open data and criticism, we recommend that data be collected and analyzed with more recognition that each new study is a part of a learning process. The goal of improving neuropsychological assessment, care, and cure is too important to not take good scientific practice seriously.
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