In initially analyzing the structural model displayed in Fig. 1, the researcher was unable to obtain a proper solution using structural equation modeling with latent variables. For this reason, a path analysis was performed to test the study’s hypotheses, where each of the latent variables in Fig. 1 was transformed into a manifest variable by creating a linear composite of the responses to the survey questions, weighted by the standardized factor loadings displayed in Table 3.