http://www.flickr.com/photos/standhere/3870316206/

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

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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

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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

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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 Lonnslonn@umich.edu@stevelonn

Stephen Aguilaraguilars@umich.edu@stephenaguilar

Stephanie D. Teasleysteasley@umich.edu@stephteasley

USE Labwww.umich.edu/~uselab

Slides: slideshare.net/stevelonn