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Updated: Dec 30, 2025

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
A strengths-based data capture model: mining data-driven and person-centered health assets.
Grace Gao1, Madeleine J Kerr1, Ruth A Lindquist1
1School of Nursing, University of Minnesota, 5-140 Weaver-Densford Hall, 308 Harvard Street SE, Minneapolis, Minnesota 55455, USA.
This study introduces a strengths-based data model for healthcare risk assessment, moving beyond problem-focused approaches. It utilizes the Omaha System to capture health assets for better person-centered care and population health metrics.
Area of Science:
- Health Services Research
- Nursing Informatics
- Public Health
Background:
- Value-based care policies emphasize risk assessment and management in healthcare.
- Current problem-based data models overlook crucial health assets and strengths.
- This limitation hinders comprehensive risk evaluation and person-centered care.
Purpose of the Study:
- To explore and illustrate a strengths-based data capture model for risk assessment and management.
- To integrate data-driven, person-centered health assets using the Omaha System.
- To promote a holistic view of patient data, including strengths, at individual and population levels.
Main Methods:
- Utilizing the Omaha System for data capture.
- Developing a strengths-based data model for risk assessment.
- Harnessing data-driven and person-centered health assets.
Main Results:
- The proposed model enables the capture of whole-person data, including health assets and strengths.
- Facilitates a shift from problem-focused to strengths-based risk assessment.
- Supports the development of strengths-based population health metrics.
Conclusions:
- Incorporating a strengths-based model enhances risk assessment and management by including health assets.
- This approach supports data-driven, person-centered care evaluation.
- Aggregated strengths data can inform population health metrics for improved outcomes and value.
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