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Construct Validity of the Social Provisions Scale: A Bifactor Exploratory Structural Equation Modeling Approach
1University of Southern Queensland, Toowoomba, Queensland, Australia harsha.perera@usq.edu.au.
This study validates the Social Provisions Scale (SPS) using a bifactor exploratory structural equation modeling (ESEM) framework, confirming its predictive validity for loneliness and psychological well-being.
Area of Science:
- Psychological assessment
- Social psychology
- Psychometrics
Background:
- Existing theory suggests perceived social support is multidimensional, measurable by the Social Provisions Scale (SPS).
- Previous research shows inconsistent evidence for SPS multidimensionality, with high factor correlations.
- A novel bifactor exploratory structural equation modeling (ESEM) framework is proposed to address measurement complexities.
Purpose of the Study:
- To investigate the internal structure, gender invariance, and predictive validity of the Social Provisions Scale (SPS).
- To apply a bifactor-ESEM framework to account for general and specific factors in SPS data.
- To assess the utility of bifactor-ESEM in psychological measurement.
Main Methods:
- Utilized a bifactor exploratory structural equation modeling (ESEM) framework.
- Analyzed item responses from 376 participants.
- Examined internal structure, gender invariance, and predictive validity of SPS scores.
Main Results:
- A bifactor-ESEM representation of the SPS data was supported.
- Item thresholds and latent mean invariance for six of seven SPS factors were supported.
- Social Integration levels differed by gender (men scored higher).
- SPS scores demonstrated predictive validity for loneliness and psychological well-being.
Conclusions:
- The study provides evidence validating the Social Provisions Scale (SPS).
- The bifactor-ESEM approach is effective for analyzing complex psychometric data.
- Findings support the SPS's utility in assessing social support and its impact on well-being.
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