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Assessing the Structural Validity and Measurement Invariance of the Whole Person Health Index
Kristen Cibelli Hibben1, Valerie M Ryan1, Ro Nadreau1,2
1Division of Research and Methodology, National Center for Health Statistics, Centers for Disease Control and Prevention, Hyattsville, MD, USA.
The Whole Person Health Index (WPHI) effectively measures holistic health, demonstrating good psychometric properties for assessing overall well-being. Further research is needed for cross-age group comparisons.
Area of Science:
- Health Measurement
- Psychometrics
- Holistic Health Assessment
Background:
- The concept of "whole person health" necessitates comprehensive measurement tools.
- The Whole Person Health Index (WPHI) is a nine-item instrument designed to capture various dimensions of health and well-being.
- Initial evaluations suggest the WPHI holds promise for clinical and population-level assessments.
Purpose of the Study:
- To conduct an exploratory analysis of the psychometric properties of the Whole Person Health Index (WPHI).
- To evaluate the factor structure and measurement performance of the WPHI in a diverse adult population.
Main Methods:
- The WPHI was administered as part of the National Center for Health Statistics Research and Development Survey (RANDS 11).
- Descriptive statistics and psychometric analyses, including factor and bifactor analyses, were employed.
- Analyses explored the WPHI's functioning overall and across different demographic subgroups.
Main Results:
- The WPHI exhibited strong internal consistency and favorable measurement characteristics.
- Factor analyses indicated a dominant general factor underlying WPHI responses, though strict single-factor model fit benchmarks were not fully met.
- Differential item functioning was observed for self-rated health by age, but not for other items or subgroups.
Conclusions:
- The WPHI's subjective ratings reflect a cohesive construct, supporting its use as a broad measure of health aligned with whole person health principles.
- Potential differences in item interpretation across age groups warrant caution when comparing WPHI scores between these demographics.
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