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A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Declining Financial Capacity in Mild Cognitive Impairment: A Six-Year Longitudinal Study
Roy C Martin1,2, Adam Gerstenecker1,2, Kristen L Triebel1,2
1Department of Neurology, University of Alabama at Birmingham, Birmingham, AL, USA.
Individuals with mild cognitive impairment (MCI) experience significant financial skill decline over six years, particularly in financial judgment. This highlights the need for caregiver and clinical oversight of financial activities in MCI patients.
Area of Science:
- Neurology
- Gerontology
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) is often a precursor to Alzheimer's disease (AD).
- Financial skills are crucial for independent living and can be affected by cognitive decline.
- Understanding the trajectory of financial skill loss in MCI is vital for timely interventions.
Purpose of the Study:
- To quantify the decline in financial skills over a six-year period in individuals with MCI presumed to be due to AD.
- To compare financial skill changes between cognitively normal (CN) older adults and those with MCI.
Main Methods:
- Longitudinal study involving cognitively normal (CN) adults (n=82) and adults with MCI (n=91).
- Annual assessments over six years using the Financial Capacity Instrument (FCI) to measure financial skills.
- Mixed-model repeated measures analysis was used to examine changes in FCI scores over time, adjusted for baseline age and follow-up duration.
Main Results:
- Individuals with MCI showed significant declines across global and domain financial skill scores compared to CN individuals.
- The most pronounced declines in the MCI group were observed in complex financial domains, including financial conceptual knowledge, checkbook management, bank statement management, and bill payment.
- Annualized decline in global financial scores for the MCI group reached 22-24% at 6 years, with domain scores declining by up to 37% (Financial Judgment).
Conclusions:
- Persons with MCI exhibit substantial and progressive deterioration in various financial skills over six years.
- Financial judgment is particularly vulnerable to decline in individuals with MCI.
- The findings underscore the necessity for continuous monitoring of financial capabilities and activities by family members and healthcare professionals for individuals with MCI.
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