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Shiyan Jiang; Joey Huang; Hollylynne S. Lee – Educational Technology Research and Development, 2024
Analyzing qualitative data from learning processes is considered "messy" and time consuming (Chi in J Learn Sci 6(3):271-315, 1997). It is often challenging to summarize and synthesize such data in a manner that conveys the richness and complexity of learning processes in a clear and concise manner. Moreover, qualitative data often…
Descriptors: Learning Processes, Data Analysis, Qualitative Research, Visual Aids
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Willis, James E.; Slade, Sharon; Prinsloo, Paul – Educational Technology Research and Development, 2016
The growth of learning analytics as a means to improve student learning outcomes means that student data is being collected, analyzed, and applied in previously unforeseen ways. As the use of this data continues to shape academic and support interventions, there is increasing need for ethical reflection on "operational" approvals for…
Descriptors: Data Collection, Data Analysis, Educational Research, Ethics