In the data analysis technique, there is two main software that is used to analyze every data.
Firstly, demographic profile data were analyzed by using IBM SPSS Statistics. SPSS is a comprehensive system for analyzing data to generate tabulated reports, charts, descriptive statistics, and other complex statistical analyses. It addresses the entire statistical analysis process, including planning, data collection, analysis, and reporting. Therefore, this software was used to generate the descriptive frequency statistics of demographic data and analyze.
Next, the Partial Least Squares method (PLS) specifically SmartPLSS was used to analyze the data from Google Form, the second generation of structural equation modeling (SEM) technique. It is characterized as the most suitable technique where the research purpose is a prediction or exploratory modeling. PLS works well with structural equation models that have latent variables and a series of cause-and-effect relationships. There are general ways that can be used to evaluate mediation and can be classified into three general approaches.
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