四种二元同步模型的比较。

IF 0.6 4区 心理学 Q4 PSYCHOLOGY, MATHEMATICAL
Stephen J Guastello, Anthony F Peressini
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引用次数: 0

摘要

同步是自组织的一种特殊情况,在这种情况下,人们可以观察到系统组件行为的密切模仿。人体运动、自主神经觉醒和脑电图活动的同步性因其在社会互动中的可能作用而引起了人们的广泛关注。本文特别关注自主同步性,并为二元关系找到最佳模型,考虑到理论和经验的准确性,可以外推到三人或三人以上的小组和团队的同步性水平。本文所比较的四种模型具有不同的理论渊源:两变量线性回归函数、三参数非线性回归函数、多项式形式的logistic映射函数和指数回归结构的logistic映射函数。这项研究的数据是从一个四人小组收集的皮肤电反应,他们参与了一个紧急反应模拟,产生了12个二元时间序列。结果显示数据与所有四个模型之间的拟合程度很高,尽管它们之间存在显着差异。进一步的研究方向指向寻找一个模型优于另一个模型的条件,并探索其他可能的非线性结构。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comparison of Four Dyadic Synchronization Models.

Synchronization is a special case of self-organization in which one can observe close mimicry in behavior of the system components. Synchrony in body movements, autonomic arousal, and EEG activity among human individuals has attracted considerable attention for their possible roles in social interaction. This article is specifically concerned with autonomic synchrony and finding the best model for the dyadic relationships, with regard to both theoretical and empirical accuracy, that could be extrapolated to synchrony levels for groups and teams of three or more people. The four models that are compared in this study have different theoretical origins: the two-variable linear regression function, a three-parameter nonlinear regression function, the logistic map function stated in polynomial form, and the logistic map function stated as an exponential regression structure. The data for this study were electrodermal responses collected from a team of four people engaged in an emergency response simulation that produced 12 dyadic time series. Results shows strong levels of fit between the data and all four models, although there were significant differences among them. Further research directions point toward finding conditions that favor one model over another and exploring other possible nonlinear structures.

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来源期刊
CiteScore
1.40
自引率
11.10%
发文量
26
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