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

  • Dimitrios Stamovlasis*
  • , Vaitsa Giannouli
  • , Julie Vaiopoulou
  • , Magda Tsolaki
  • *Corresponding author for this work
  • Aristotle University of Thessaloniki
  • University of Nicosia
  • Alzheimer Hellas
  • Balkan Center

Research output: Contribution to journalArticleAcademicpeer-review

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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 Geriatric Depression Scale (GDS-15), the Functional Rating Scale for Symptoms of Dementia (FRSSD), and the Legal Capacity for Property Law Transactions Assessment Scale (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.
Original languageEnglish
Article number1089
JournalEntropy
Volume24
Issue number8
DOIs
Publication statusPublished - 1 Aug 2022
Externally publishedYes

Keywords

  • amnestic mild cognitive impairment
  • complexity
  • cusp catastrophe
  • depressive symptoms
  • financial capacity
  • nonlinear dynamics

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