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突变理论应用于神经心理学数据:抑郁症对遗忘型轻度认知障碍和痴呆症患者财务能力的非线性影响。

Catastrophe Theory Applied to Neuropsychological Data: Nonlinear Effects of Depression on Financial Capacity in Amnestic Mild Cognitive Impairment and Dementia.

作者信息

Stamovlasis Dimitrios, Giannouli Vaitsa, Vaiopoulou Julie, Tsolaki Magda

机构信息

School of Philosophy and Education, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.

1st Department of Neurology, School of Medicine, Faculty of Health Sciences, Aristotle University of Thessaloniki, 54634 Thessaloniki, Greece.

出版信息

Entropy (Basel). 2022 Aug 7;24(8):1089. doi: 10.3390/e24081089.

Abstract

Financial incapacity is one of the cognitive deficits observed in amnestic mild cognitive impairment and dementia, while the combined interference of depression remains unexplored. The objective of this research is to investigate and propose a nonlinear model that explains empirical data better than ordinary linear ones and elucidates the role of depression. Four hundred eighteen (418) participants with a diagnosis of amnestic MCI with varying levels of depression were examined with the (GDS-15), the (FRSSD), and the (LCPLTAS). Cusp catastrophe analysis was applied to the data, which suggested that the nonlinear model was superior to the linear and logistic alternatives, demonstrating depression contributes to a bifurcation effect. Depressive symptomatology induces nonlinear effects, that is, beyond a threshold value sudden decline in financial capacity is observed. Implications for theory and practice are discussed.

摘要

经济能力丧失是遗忘型轻度认知障碍和痴呆中观察到的认知缺陷之一,而抑郁症的综合干扰仍未得到探索。本研究的目的是调查并提出一个非线性模型,该模型比普通线性模型能更好地解释实证数据,并阐明抑郁症的作用。对418名被诊断为遗忘型轻度认知障碍且抑郁程度不同的参与者进行了老年抑郁量表(GDS-15)、快速抑郁症状自评量表(FRSSD)和长谷川痴呆量表(LCPLTAS)的测试。对数据应用了尖点突变分析,结果表明非线性模型优于线性和逻辑替代模型,证明抑郁症会产生分岔效应。抑郁症状会引发非线性效应,也就是说,超过阈值会观察到经济能力突然下降。文中讨论了该研究对理论和实践的启示。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2c0d/9407425/287129cc93c3/entropy-24-01089-g001.jpg

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