Publication Date:
Author(s): Michael D. Hunter, Zachary Fisher, Charles Geier
Publisher: Elsevier Ltd
Publication Type: Journal Article
Journal Title: Developmental Cognitive Neuroscience
Volume: 68
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 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. We then further demonstrate the consequences of ergodicity using several real data examples from previously published studies. 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.