What ergodicity means for you

IF 4.6 2区 医学 Q1 NEUROSCIENCES Developmental Cognitive Neuroscience Pub Date : 2024-06-14 DOI:10.1016/j.dcn.2024.101406
Michael D. Hunter , Zachary F. Fisher , Charles F. Geier
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Abstract

This paper explores the relation between within-person and between-person research designs using the concept of ergodicity from statistical mechanics in physics. We demonstrate the consequences of ergodicity using several real data examples from previously published studies. We then create several simulated examples that illustrate the independence of within-person processes from between-person differences, and pair these examples with analytic results that reinforce our conclusions. Finally, we discuss the plausibility of ergodicity being the general rule rather than the exception for social and behavioral processes, address common arguments against heeding the implications of ergodicity for behavioral research, and offer several possible solutions.

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遍历性对您的意义
本文利用物理学统计力学中的遍历概念,探讨了人内研究设计与人际研究设计之间的关系。我们利用以前发表的研究中的几个真实数据示例来证明遍历性的后果。然后,我们创建了几个模拟示例,说明人内过程与人际差异的独立性,并将这些示例与分析结果配对,以加强我们的结论。最后,我们讨论了在社会和行为过程中普遍存在而非特例的误差性的合理性,讨论了反对在行为研究中注意误差性影响的常见论点,并提出了几种可能的解决方案。
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来源期刊
CiteScore
7.60
自引率
10.60%
发文量
124
审稿时长
6-12 weeks
期刊介绍: The journal publishes theoretical and research papers on cognitive brain development, from infancy through childhood and adolescence and into adulthood. It covers neurocognitive development and neurocognitive processing in both typical and atypical development, including social and affective aspects. Appropriate methodologies for the journal include, but are not limited to, functional neuroimaging (fMRI and MEG), electrophysiology (EEG and ERP), NIRS and transcranial magnetic stimulation, as well as other basic neuroscience approaches using cellular and animal models that directly address cognitive brain development, patient studies, case studies, post-mortem studies and pharmacological studies.
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