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Updated: Apr 3, 2026

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Decision Making and Ratio Processing in Patients with Mild Cognitive Impairment
Marie-Theres Pertl1,2, Thomas Benke1, Laura Zamarian1
1Department of Neurology, Medical University of Innsbruck, Austria.
Patients with mild cognitive impairment (MCI) make poorer decisions in complex risk situations, unlike in simple ones. Cognitive training for MCI should target executive functions and ratio processing for better decision-making outcomes.
Area of Science:
- Neuroscience
- Cognitive Psychology
- Gerontology
Background:
- Advantageous decision-making is crucial for daily life.
- Mild cognitive impairment (MCI) can affect cognitive functions, including decision-making under risk.
- Understanding these deficits is vital for developing targeted interventions.
Purpose of the Study:
- To assess decision-making under risk in patients with mild cognitive impairment (MCI).
- To investigate the relationship between decision-making, ratio processing, numerical abilities, and executive functions in MCI.
- To compare the performance of MCI patients and healthy controls on various decision-making tasks.
Main Methods:
- A cohort of 22 MCI patients and 29 healthy controls participated.
- Participants completed the Game of Dice Task-Double (GDT-D) for complex risk decision-making.
- Tasks assessing basic decision-making under risk, ratio processing, and executive functions were administered.
Main Results:
- MCI patients performed significantly worse than controls on the GDT-D, showing lower net scores and mean expected values.
- Performance on the GDT-D correlated with ratio processing and executive function measures in the overall sample.
- MCI patients and controls performed comparably on basic decision-making tasks but differed in complex scenarios.
Conclusions:
- MCI patients exhibit sub-optimal decision-making in complex risk situations.
- Ratio processing and executive functions significantly influence decision-making in both MCI patients and healthy adults.
- Cognitive interventions for MCI should emphasize executive functions and ratio processing to improve complex decision-making.
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