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Health Promotion

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Prediction models to identify individuals at risk of metabolic syndrome who are unlikely to participate in a health intervention program.

International journal of medical informatics 29425640
OBJECTIVES: Since the launch of a nationwide general health check-up and instruction program in Japan in 2008, interest in strategies to improve implementation of the program based on predictive analytics has grown. We investigated the performance of...
Adult Aged Algorithms Early Intervention, Educational Female Health Behavior Health Promotion Humans Japan Logistic Models Machine Learning Male Metabolic Syndrome Middle Aged Retrospective Studies Risk Factors
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Development of Personalized Health Messages to Promote Engagement in Advance Care Planning.

Journal of the American Geriatrics Society 26804791
OBJECTIVES: To develop and test the acceptability of personalized intervention materials to promote advance care planning (ACP) based on the Transtheoretical Model (TTM), in which readiness to change is a critical organizing construct.
Advance Care Planning Aged Aged, 80 and over Attitude to Health Decision Making Expert Systems Feedback Female Health Promotion Humans Male Models, Theoretical
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