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Updated: Oct 27, 2025

A Machine Learning Approach to Design an Efficient Selective Screening of Mild Cognitive Impairment
Published on: January 11, 2020
Home/community-based interventions to improve function in persons with mild cognitive impairment/early dementia
Emerald Jenkins1, Binu Koirala1, Tamar Rodney1
1Johns Hopkins University School of Nursing, 525 N. Wolfe St., Baltimore, MD 21205 USA.
Home and community-based interventions can improve physical and executive function in individuals with mild cognitive impairment or early dementia. Key elements include visual aids, technology, caregiver support, and tailored intervention frequency.
Area of Science:
- Gerontology
- Neuroscience
- Rehabilitation Science
Background:
- Individuals with mild cognitive impairment (MCI) or early dementia face a long-term trajectory of disability.
- There is a need for effective interventions to enhance function in this population.
- Home and community-based interventions offer a promising approach.
Purpose of the Study:
- To systematically review the literature on home/community-based interventions for physical and executive function in persons with MCI/early dementia.
- To identify effective intervention components and strategies.
- To highlight gaps in current research.
Main Methods:
- Systematic literature search conducted from 2007-2020 across PubMed, CINAHL Plus, and PsycINFO.
- Inclusion of 18 eligible studies categorized into cognitive training-only, multicomponent, and physical activity-only interventions.
- Analysis of intervention characteristics and outcomes related to functional improvement.
Main Results:
- Effective interventions incorporated visual/written elements, technology, caregiver support, and modified frequency/duration.
- Simulated Instrumental Activities of Daily Living (IADLs) were used to improve function.
- Both objective and subjective measures assessed cognitive function improvements.
Conclusions:
- Multicomponent interventions, incorporating specific elements, show promise for improving function in MCI/early dementia.
- Future research should address diversity by incorporating race/ethnicity and socioeconomic status measures.
- Optimizing intervention delivery is crucial for enhancing daily living activities.
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