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Updated: Jun 20, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Insight into dementia care management using social-behavioral theory and mixed methods
Karen Connor1, Donna McNeese-Smith, Gwen van Servellen
1David Geffen School of Medicine, Department of Neurology, University of California, Los Angeles, CA, USA. kiconnor@ucla.edu
This study identified four key domains in dementia care management: behavior management, clinical strategies and caregiver support, community agency, and safety. These findings help health organizations optimize care-management programs for better patient outcomes.
Area of Science:
- Gerontology
- Health Services Research
- Psychology
Background:
- Effective care management is crucial for health organizations to improve patient outcomes and resource efficiency.
- Identifying and quantifying care-management activities and their overarching domains is essential for program advancement.
Purpose of the Study:
- To apply mixed methods, including qualitative statistical techniques and factor analysis, to identify domains of dementia care management.
- To construct variables for exploratory factor analysis based on a theoretical framework.
Main Methods:
- Extracted care-management activity data from 181 dementia care plans.
- Utilized card-sorting methods and theoretical constructs (self-efficacy, general strain theory) to categorize activities.
- Employed principal components extraction and varimax/promax rotations for factor analysis, assessing reliability with Cronbach's alpha.
Main Results:
- A two-phase card-sorting technique identified 45 activity types from 450 unique activities.
- Exploratory factor analysis revealed four distinct care-management domains: behavior management, clinical strategies and caregiver support, community agency, and safety.
- Internal consistency reliability (Cronbach's alpha) for the identified domains ranged from 0.63 to 0.89.
Conclusions:
- A systematic methodology can identify a concise set of higher-order domains for understanding dementia care management.
- These identified domains can guide the understanding and optimization of dementia care-management processes.
- Further research is needed to test the methodology's practicality in outcome analyses and diverse datasets.
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