Learning Analytics Cycle
Published on Nov 24, 2015
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MORE DECKS TO EXPLORE
PRESENTATION OUTLINE
WHAT-
DATA
Collect and Create
Various Types
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DATA
Organize, Prepare
Gather, Generate
Get it ready to use
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HOW? WITH WOW! Visualizations
- Make it clear
- Help people understand
- Show trends
- Evaluate
- They help us study the data
Visualizations
- Dashboards rock
- Keep it simple
- Cluster
- These help us make a plan.
NOW ACT!! Do it!
It's all about the INTERVENTIONS.
The action happens here! This is where things happen that change learning.
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What do you need to do to make it get where you need to get to your goal? Create the feedback loop! Evaluation and reflection. How did your actions work?
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Then you put that data about your learners in and....
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BEGIN AGAIN
The REAL "Never Ending Story!"
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Resources
- Clow, D. (2012). The learning analytics cycle: closing the loop effectively. In Proceedings of the 2nd International Conference on Learning Analytics and Knowledge - LAK ’12 (p. 134). New York, New York, USA: ACM Press. doi:10.1145/2330601.2330636\
- Danson, M. (2012). LAK 12 institutional experiences session. Retrieved January 25, 2015, from http://myles.jiscinvolve.org/wp/2012/04/30/lak-12-institutional-experiences...
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RESOURCEs
- http://hackeducation.com/2012/12/09/top-ed-tech-trends-of-2012-education-da...
- Macfadyen, L. P., & Dawson, S. (2012). Numbers are not enough. Why e-learning analytics failed to inform an institutional strategic plan. Educational Technology and Society, 15, 149–163.
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RESOURCEs
- Schneider, D. (2014) EduTech Wiki Entry on Learning Analytics. Retrieved from http://edutechwiki.unige.ch/en/Learning_analytics/
- Siemens, G. (2014). The Data/Analytics Cycle. Retrieved from https://www.youtube.com/watch?v=J7ZlijM1P8E&spfreload=10
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RESOURCEs
- U.S. Department of Education. (2012). Enhancing Teaching and Learning Through Educational Data Mining andLearning Analytics: An Issue Brief. Washington, D.C. Retrieved from http://tech.ed.gov/wp-content/uploads/2014/03/edm-la-brief.pdf
- Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L. (2013). Learning Analytics Dashboard Applications. American Behavioral Scientist, 0002764213479363–. doi:10.1177/0002764213479363
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