Download - Issues, Challenges, and Lessons Learned When Scaling Up a Learning Analytics Intervention
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Issues, Challenges, and Lessons Learned When Scaling Up a Learning Analytics Intervention
Steven Lonn@stevelonn
Stephen Aguilar@stephenaguilar
Stephanie D. Teasley@stephteasley
USE LabUniversity of Michigan
USE Labwww.umich.edu/~uselab
slideshare.net/stevelonn
http://www.flickr.com/photos/standhere/3870316206/
On the “road” to scale...
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jmr-holdit/8158512809/ USE Labwww.umich.edu/~uselab
Goal: Help “at risk” engineering students succeed
Problem: Advisors can’t help until it’s “too late”
Solution: Early warning system for advisors
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jmr-holdit/8158512809/http://www.flickr.com/photos/dominicmeily/7056121879/
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jmr-holdit/8158512809/http://www.flickr.com/photos/dominicmeily/7056121879/
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jmr-holdit/8158512809/http://www.flickr.com/photos/dominicmeily/7056121879/
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jmr-holdit/8158512809/
STUDENTEXPL RER
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jmr-holdit/8158512809/
STUDENTEXPL RER
How do we scale?
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/29233640@N07/5473068648/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/worldmirror/4696444162/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/worldmirror/4696444162/
New DatabaseExtract, Transform, and
Load (ETL)Presentation Layer
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jan_k/428083570/
Usability Gaps
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jan_k/428083570/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jan_k/428083570/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jan_k/428083570/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jan_k/428083570/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/jan_k/428083570/ USE Labwww.umich.edu/~uselab
Calculation Gaps
http://www.flickr.com/photos/kag2u/3731515838/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/kag2u/3731515838/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/kag2u/3731515838/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/ideanorth/3772047574/
Access Gaps
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/ideanorth/3772047574/USE Labwww.umich.edu/~uselab
Performance Gaps
http://www.flickr.com/photos/veggiefrog/3435380297/ USE Labwww.umich.edu/~uselab
☞ Crashing the LMS is not so good
Automatization Gaps
http://www.flickr.com/photos/iowahighways/8028390293/ USE Labwww.umich.edu/~uselab
☞Advisor = Student / Cohort data needs to be added to data warehouse
Alternate Routes
http://www.flickr.com/photos/ncreedplayer/6232200657/ USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/standhere/3870316206/
Challenge(s) Possible Solution(s)
Institutional Governance & Resources
Benefits all partnersKeep communicating
Usability Gaps Flexibility & TrainingModifications where poss.
Calculation Gaps Nimble tweaksSoftware adjustments
Automatization Gaps New auto processes with new data fields
Access Gaps Work-aroundsData / Policy changes
Performance Gaps Accurate load testing w/peak scenarios
USE Labwww.umich.edu/~uselab
http://www.flickr.com/photos/standhere/3870316206/
Lessons fromOur Road
Lessons forYour Road?
USE Labwww.umich.edu/~uselab
Acknowledgements
http://www.flickr.com/photos/acmace/4519643728/
Student Explorer TeamAmine BoudaliaAndrew KrummGierad LaputSungJin NamR. Joseph Waddington
M-STEM Academies Partners
LSA Academic File Partners
USE Labwww.umich.edu/~uselab
Contacts
http://www.flickr.com/photos/acmace/4519643728/
Steven [email protected]@stevelonn
Stephen [email protected]@stephenaguilar
Stephanie D. [email protected]@stephteasley
USE Labwww.umich.edu/~uselab
Slides: slideshare.net/stevelonn
