Using Learning Analytics to Enhance Student Learning in Online Courses Based on Quality Matters Standards. Martin, F., Ndoye, A., & Wilkins, P. Journal of Educational Technology Systems, 45(2):165-187, SAGE Publications, 12, 2016.
abstract   bibtex   
Quality Matters is recognized as a rigorous set of standards that guide the designer or instructor to design quality online courses. We explore how Quality Matters standards guide the identification and analysis of learning analytics data to monitor and improve online learning. Descriptive data were collected for frequency of use, time spent, and performance and analyzed to identify patterns and trends on how students interact with online course components based on the Quality Matters standards. Major findings of this article provide a framework and guidance for instructors on how data might be collected and analyzed to improve online learning effectiveness.
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 title = {Using Learning Analytics to Enhance Student Learning in Online Courses Based on Quality Matters Standards},
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 abstract = {Quality Matters is recognized as a rigorous set of standards that guide the designer or instructor to design quality online courses. We explore how Quality Matters standards guide the identification and analysis of learning analytics data to monitor and improve online learning. Descriptive data were collected for frequency of use, time spent, and performance and analyzed to identify patterns and trends on how students interact with online course components based on the Quality Matters standards. Major findings of this article provide a framework and guidance for instructors on how data might be collected and analyzed to improve online learning effectiveness.},
 bibtype = {article},
 author = {Martin, Florence and Ndoye, Abdou and Wilkins, Patricia},
 journal = {Journal of Educational Technology Systems},
 number = {2}
}
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