What are “learning analytics”? Measurement, collection, analysi s, and reporting of data about learners and their contexts Siemens, G., Gasevic, D., Haythornthwaite, C., Dawson, S., Sh um, S. B., Ferguson, R., . . . Baker, R. S. J. D. (2011)
Learning AcademicAnalytics Analytics
Health sciences education LMS Exams ePortfolio Lecture Capture Admissions
Feedback for Faculty http://www.itap.purdue.edu/learning/tools/signals/
Feedback for Teachers With gratitude to Forefront Math: www.forefrontmath.com
Feedback for Teachers
Feedback for Learners
K-12 School Trends
Virtual Patients Corral, J. (2012). Learning with Virtual Patients.
The Gold Standard Path Corral, J. (2012). Learning with Virtual Patients.
Hmm…Successes LimitationsFrequency by individual node Click = ?Pathways by individual user Insight into thinking processesData we didn’t have before Insight into decision making Individual or collective use?
With Gratitude to Drs. Harold Reiter and Kelly Dore, McMaster University http://fhs.mcmaster.ca/mdprog/casper.html
Size Matters UCSF Per Year Denver Public Schools82 dentistry students 81,438 students167 medical students Facebook500 pharmacy students University of Pheonix 1 billion monthly active users 400,000 students per year