From Engel's Bio-Psycho-Social model to the personalized health determinants model: a comprehensive framework and illustrative operationalization for precision health - Report - 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 Report: Transitioning to the Personalized Health Determinants Model
Overview
The Personalized Health Determinants Model (PHDm) expands Engel's Bio-Psycho-Social framework into a comprehensive nine-dimension model, addressing critical gaps in precision health.
Background
Engel's Bio-Psycho-Social model has significantly influenced healthcare by integrating biological, psychological, and social perspectives. However, it has been criticized for lacking specificity in areas essential for precision health, such as nutrition and lifestyle factors.
Data Highlights
No numerical data available.
Key Findings
The PHDm includes nine dimensions: Biological, Psychological, Social, Cultural, Environmental, Economic, Political, Spiritual, and Lifestyle.
Operationalization of the PHDm is illustrated through a case study on obesity using Bayesian Networks and rule-based scoring.
Preliminary evaluation on NHANES data showed predictive accuracy for the Bayesian Network.
The rule-based system demonstrated concordance in obesity risk quantification.
The current model is a proof-of-concept and requires further validation before clinical use.
Interdisciplinary collaboration is encouraged to advance the PHDm framework.
Clinical Implications
The PHDm provides a structured approach for clinicians to consider a broader range of health determinants in patient care.
Conclusion
The PHDm represents a new framework for integrating diverse health determinants into clinical practice, although further validation and development are necessary for clinical implementation.
