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Introduction to the Study. Learner analysis is a critical aspect of instructional design and is characterized as an iterative process that informs vital instructional design decisions from front-end analysis to evaluation (Edmundson, 2007; Morrison, Ross, & Kemp, 2004; Rogers, Graham, & Mayes, 2007).
Statistical analysis is a component of data analytics. In the context of business intelligence (BI), statistical analysis involves collecting and scrutinizing every data sample in a set of items from which samples can be drawn. A sample, in statistics, is a representative selection drawn from a total population. Describe the nature of the data to be analyzed.