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Due to the concerns of model identification, and relatively smaller sample size, we used the PLS based structural equation modelling instead of the covariance-based structure equation model.
Moreover, variance based structural equation modelling (PLS-SEM) was used for testing the proposed structural model.
Partial least squares based structural equation modelling is used to analyse the data.
The hypothesized model was tested using a PLS based structural equation modelling program called SmartPLS (Ringle et al. 2005).
We conducted a two-step test using Partial Least Squares-based structural equation modeling to investigate the relationships between geodemographic profiles and healthcare service utilization.
The variance-based Structural Equation Modeling (SEM) approach was used to evaluate the measurement and structural models.
The Partial Least Squares (PLS -based structural equation modeling (SEM) software SmartPLS -basedwastructural to tequationhypothesized relationships.
Component-based structural equation modeling (SEM) was used to validate our research model; Partial Least Squares (PLS) was employed because it is better suited to measurement models that include both exogenous and endogenous formative constructs [ 67].b As implemented in SmartPLS software [ 68], this approach was also chosen for its robustness with regard to the distribution of residuals [ 69]c.
Thus our sample size might be too restrictive for further analyses, for example, based on structural equation modeling.
The correlations between all measures at all three time points are shown in Table 2. To assess the relationship between Sentence Repetition and other aspects of oral language skills we used a confirmatory approach based on structural equation modeling.
The aims of this study were to evaluate the predictive value of admission Glasgow Coma Scale (GCS) scores, duration of unconsciousness, neurosurgical intervention, and countercoup lesion on the impairment of memory and processing speed functions six months after a traumatic brain injury (TBI) based on a structural equation modeling.
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