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Updated: Nov 28, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Impact of the FindMyApps program on people with mild cognitive impairment or dementia and their caregivers; an
Kim M Beentjes1, David P Neal1, Yvonne J F Kerkhof1,2
1Department of Psychiatry, Amsterdam University Medical Centers, location VUmc, Amsterdam Public Health research institute, Amsterdam, the Netherlands.
Purpose:
FindMyApps is a web-based selection-tool and errorless learning training program to help people with mild dementia/Mild Cognitive Impairment (MCI) and caregivers find user-friendly apps. In preparation of a definitive trial, the impact and feasibility of the FindMyApps intervention on self-management and engagement in meaningful activities, including social participation, was explored.
Materials And Methods:
An exploratory pilot randomised controlled trial (trial registration approval number: NL7210) with pre/post measurements was conducted with community-dwelling people with mild dementia/MCI and their caregivers (n = 59) in the Netherlands. Dyads in the experimental group (n = 28) received training to use the tablet and FindMyApps, and the errorless learning method was taught to their caregivers. Control group dyads (n = 31) received a tablet (without FindMyApps), instructions on tablet-use and links to dementia-friendly apps. Validated instruments were used to assess person with dementia's self-management, meaningful activities and social participation, caregiver's sense of competence and both their quality of life.
Results And Conclusions:
No statistical significant group differences on the outcomes were found. Small to moderate effect-sizes in favour of the FindMyApps group were found for self-management and social participation. Caregivers tended to have more positive care experiences. Subgroup analyses showed that people older than 70 benefitted more from FindMyApps regarding self-management and higher educated people benefitted more regarding social participation. FindMyApps is feasible for the target group and may have potential to improve self-management and social participation. For a future definitive effectiveness trial a larger sample size is recommended, as well as taking into account the possible impact of education and age.IMPLICATIONS FOR REHABILITATIONThe FindMyApps program is feasible for people with dementia/MCI and may have potential to improve their self-management and social participation.Informal caregivers may develop a more positive care experience when utilizing FindMyApps to find suitable apps for self-management and social participation for the person with dementia/MCI.
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