Learning Analytics for Students

Dr. Janet Corral

@edtechcorral

What are ‘Analytics’?

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• Mining data associated with the administration of education

See Campbell & Oblinger, 2007

What are “Academic Analytics”?

What are “learning analytics”?

Siemens, G., Gasevic, D., Haythornthwaite, C., Dawson, S., Shum, S. B., Ferguson, R., . . . Baker, R. S. J. D. (2011)

LMS

Exams

Lecture Capture

ePortfolio

Admissions

What is medical education gathering?

Some issues to think about…

Meaningfulness

• Learning has social and personal components• What does the data mean? • How might the data guide/predict your

learning? • Beware of the bubble – what are you not

learning? How do you know?

Transparency and Literacy

• Of data collection• Of reporting the data back to user (faculty, student)

• Helping user (faculty, student) make sense of the data

What skills & literacies might you need?

Student Education

As a Student• Formative progress• Summative evaluation• Predictive• Algorithms, Transparency• Meaning

As a Doctor• EVBM• Rx• Predictive medicine

Analytics could look across the web• Across institutional and personal web

applications (Retalis et al, 2006)

– Limited view of learning– Expanded view of learning

Siemens, G., Gasevic, D., Haythornthwaite, C., Dawson, S., Shum, S. B., Ferguson, R., . . . Baker, R. S. J. D. (2011)

Ethics

• Stealth assessment• Reported forms• Data ownership, access, expiration

Data Ownership

http://www.healthcareitnews.com/news/patients-sue-walgreens-making-money-their-data

In the digital era…

• Patients search for information• Bring information to your office• Partner in decisions

Patient Literacy & Skills

http://www.slideshare.net/PewInternet/2012-1-12-12-rise-of-epatients-providence-st-joseph-medical-centerpptx

Analytics Literacy & Skills for Patients?

Patient Education

Health literacy –

EVBM

Health literacy - Provider

Privacy

Ownership/Advocate

Participate In the Analytics Discussion

Thank you!

Janet CorralFaculty, Educational Informatics