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Leveraging learning analytics to improve online learning

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A basic overview infographic of learning analytics:
* What is learning analytics?
* Where does the data come from?
* What tools are available?
* What is the process?
* What are some applications?

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Leveraging learning analytics to improve online learning

  1. 1. Leveraging analytics to ! improve online learning Michael  Wilder   University  of  Nevada,  Las  Vegas   What is Learning Analytics?! “Learning analytics is the use of intelligent ! data, learner-produced data, and analysis models to discover information and social connections, and to predict and advise on learning.”
 George Siemens, 2010! " Where does the data come from?! •  Student feedback/surveys" •  Student information systems" •  Registrar " •  Grade book" •  Learning management system" •  Web Server logs" What tools are available?! •  DIY SQL queries" •  Google analytics" •  Vendor software" •  Open source" What is the process?! Characterized as “an engine with five stages”" •  •  •  •  •  Capture" Report" Predict" Act" Refine" (Campbell, DeBlois, and Oblinger, 2007)" What are some applications?" •  •  •  •  •  •  Predicting outcome achievement" Course and program dashboards" Curricular evaluation" Prioritizing learning outcomes" Set course and instructional policies" Defining academic quality" (Bach, 2011)" Full presentation and citations at http://tinyurl.com/analytics-learning !

A basic overview infographic of learning analytics: * What is learning analytics? * Where does the data come from? * What tools are available? * What is the process? * What are some applications?

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