From Engel's Bio-Psycho-Social model to the personalized health determinants model: a comprehensive framework and illustrative operationalization for precision health - Scorecard - MDSpire
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From Engel's Bio-Psycho-Social model to the personalized health determinants model: a comprehensive framework and illustrative operationalization for precision health
Clinical Scorecard: Transitioning from Engel's Bio-Psycho-Social Framework to the Personalized Health Determinants Model: A Detailed Approach for Precision Health Implementation
At a Glance
Category
Detail
Condition
Key Mechanisms
Integration of biological, psychological, social, cultural, environmental, economic, political, spiritual, and lifestyle factors as per the PHDm.
Target Population
Care Setting
Key Highlights
The PHDm offers a comprehensive nine-dimension framework that expands Engel's BPS model.
Illustrative operationalization using Bayesian Networks and rule-based scoring on an obesity case study.
Current prototype remains a proof-of-concept requiring further validation.
Guideline-Based Recommendations
Diagnosis
Utilize the PHDm to assess obesity risk through multiple health determinants.
Management
Implement individualized interventions based on the nine dimensions of the PHDm.
Monitoring & Follow-up
Track health outcomes using Bayesian Networks and rule-based scoring systems.
Risks
Consider the complexity of integrating numerous health determinants in clinical practice.
Patient & Prescribing Data
Individuals with obesity and related health conditions.
Focus on tailored interventions that consider a wide range of health determinants.
Clinical Best Practices
Adopt a holistic approach to health that incorporates multiple dimensions of the PHDm.
Utilize computational methods for operationalizing health determinants in clinical settings.
