The statistical crisis in science: how is it relevant to clinical neuropsychology?

被引:28
作者
Gelman, Andrew [1 ,2 ]
Geurts, Hilde M. [3 ,4 ]
机构
[1] Columbia Univ, Dept Stat, New York, NY 10027 USA
[2] Columbia Univ, Dept Polit Sci, New York, NY 10027 USA
[3] Univ Amsterdam, Dutch ADHD & Autism Res Ctr, Dept Psychol, Brain & Cognit Sect, Amsterdam, Netherlands
[4] Dr Leo Kannerhuis, Dept Res Dev & Innovat, Doorwerth, Netherlands
基金
美国国家科学基金会;
关键词
Replication crisis; statistics; sociology of science; WORKING-MEMORY; ALZHEIMERS-DISEASE; RISK TOLERANCE; EFFECT SIZES; ADHD; POWER; CHILDREN; NEUROSCIENCE; PSYCHOLOGY; BIOMARKERS;
D O I
10.1080/13854046.2016.1277557
中图分类号
B849 [应用心理学];
学科分类号
040203 ;
摘要
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.
引用
收藏
页码:1000 / 1014
页数:15
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