Evaluate the scope of quantitative research methodology comparing each method and critique each technique, model, metaphor, and paradigm. Select the best quantitative method and assess the strengths and weaknesses of that selected method defending why the selected quantitative method is the best. Compare various quantitative methods and how each method enables researchers to design the correct series of questions and eventually hypotheses to prove the theories. Recommend best methods to solve different types of analysis and provide a table that outlines each method, what type variables are used, best applications, and what findings to expect. Critique different regression analysis methods and determine what methods fit each analysis type. Assess the best procedure to develop a new construct starting from using a text analysis method, provide each stage of the process proposing what objective must be met for each stage developing a final best quantitative construct. Estimate the importance of data types in the selection and performance of measurements, the creation of survey instruments, and the application of specific findings coupled with best methodology. Assess the progress of structural equation modeling (SEM) and the new applications that SEM now offers researchers in the creation of improved constructs and theories. Judge the value of latent variable measures and how SEM is able to evaluate path analysis using conventional measures such as factor analysis, regression, correlation, and comparative means techniques.
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