Related Experiment Video
Updated: Feb 16, 2026

Iterative Development of an Innovative Smartphone-Based Dietary Assessment Tool: Traqq
Published on: March 19, 2021
Development and validation of a Weight-Specific Health Literacy Instrument (WSHLI)
1National Yang-Ming University, Taiwan.
Objective:
Develop/validate a weight-specific health literacy instrument.
Methods:
The development of weight-specific health literacy measurement consisted of seven phases: (a) a literature review; (b) consultation with weight management experts; (c) generation of an item pool; (d) selection of items via the Delphi method; (e) pilot testing; (f) a national survey; and (g) examination of the psychometric properties of the results.
Results:
A random sample of 362 Taiwanese adults completed the face-toface survey. The results of factor analysis indicated reasonable good fit of a 2-factor model (χ2/df=1.1, p=0.18; RMSEA=0.02, CFI=0.99, TLI=0.99). Construct validity testing showed that the both factors were significantly correlated with s-MHLS (γ=0.71, p<0.001; γ=0.22, p<0.001), comprehension (γ=0.32, p<0.001: γ=0.10, p<0.05), and writing (γ=0.44, p<0.001: γ=0.11, p<0.05). Predictive validity testing showed that the first factor had significant correlations with weight management efficacy (γ=0.16, p<0.001), and three weight management behaviors. The second factor was significantly correlated with weight management efficacy (γ=0.11, p<0.05) but not with the 3 weight management behaviors.
Conclusions:
On the basis of the psychometric results, we conclude that the final version of Weight-Specific Health Literacy Instrument (WSHLI) includes the 13 items. It is a valid and reliable tool for weight management research and evaluation in Mandarin Chinese speaking populations.
Related Concept Videos
Health Literacy
Dimensions of Health and Illness
Lifestyle Factors and Health
Benefits of Physical Activity
Physical activity, whether through structured exercise or casual activities like walking, biking, or dancing, is a cornerstone of a...
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...

