压力导致的具身认知失败:一般模型

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
Rodrick Wallace, Gregory Fricchione
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引用次数: 0

摘要

在信息和控制理论渐近极限定理的约束下,我们从认知及其动态的基本假设出发,以高度自然的方式推导出了应用压力对真实世界表现的经典、无处不在但又令人费解的耶克斯-多德森效应。通过展示基础概率模型的差异如何影响各种认知企业的决策动态,我们极大地扩展了这一基本方法。然而,最特别的是,这一发展可能有助于我们理解人类精神病理学的不同表现形式。薄尾 "的基本分布似乎是 "普通 "情景抑郁/焦虑症状的表现特征,如有毒压力引起的职业倦怠。肥尾 "的基本分布似乎与导致严重精神疾病和决策失误的大脑结构和功能异常有关,在这种情况下,症状不仅会在严重的压力环境下出现,而且可能会在压力水平相对较低时以高度点状的方式出现。一个简单的分层优化显示了环境 "影子价格 "约束是如何缓冲或加剧压力和唤醒的影响的。将基本理论扩展到其他病理模式,如免疫紊乱和过早衰老,似乎是恰如其分的。将其应用于压力下机构认知的点状动态似乎也是可能的。最终,本文所研究的概率模型可以转化为新的统计工具,用于分析观察和实验数据。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Stress-induced failure of embodied cognition: A general model

We derive the classic, ubiquitous, but enigmatic Yerkes–Dodson effect of applied stress on real-world performance in a highly natural manner from fundamental assumptions on cognition and its dynamics, as constrained by the asymptotic limit theorems of information and control theories. We greatly extend the basic approach by showing how differences in an underlying probability model can affect the dynamics of decision across a broad range of cognitive enterprise. Most particularly, however, this development may help inform our understanding of the different expressions of human psychopathology. A ‘thin tailed’ underlying distribution appears to characterize expression of ‘ordinary’ situational depression/anxiety symptoms of conditions like burnout induced by toxic stress. A ‘fat tailed’ underlying distribution appears to be associated with brain structure and function abnormalities leading to serious mental illness and poor decision making where symptoms are not only emerging in the setting of severe stress but may also appear in a highly punctuated manner at relatively lower levels of stress. A simple hierarchical optimization shows how environmental ‘shadow price’ constraints can buffer or aggravate the effects of stress and arousal. Extension of the underlying theory to other patterns of pathology, like immune disorders and premature aging, seems apt. Applications to the punctuated dynamics of institutional cognition under stress also appear possible. Ultimately, the probability models studied here can be converted to new statistical tools for the analysis of observational and experimental data.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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