Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA 16802, USA.
Department of Human Development and Family Studies, The Pennsylvania State University, University Park, PA 16802, USA.
Dev Cogn Neurosci. 2024 Aug;68:101406. doi: 10.1016/j.dcn.2024.101406. Epub 2024 Jun 14.
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.
本文利用物理学中统计力学的遍历性概念来探讨个体内和个体间研究设计之间的关系。我们使用来自先前发表的研究的几个真实数据示例来展示遍历性的结果。然后,我们创建了几个模拟示例,这些示例说明了个体内过程与个体间差异的独立性,并将这些示例与分析结果相结合,以加强我们的结论。最后,我们讨论了遍历性是社会和行为过程的一般规则而不是例外的可能性,讨论了反对注意遍历性对行为研究的影响的常见论点,并提出了几种可能的解决方案。