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MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of education!

Martin Ebner
Martin Ebner
Martin EbnerHead of Educational Technology at Graz University of Technology

Keynote presentation, CSEDU 2020, May 2020

MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of education!

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MOOCs, Learning Analytics and OER
- a perfect triangle for
the future of education!
03.05.2020 | CSEDU
Martin Ebner
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MOOCs, Learning Analytics and OER 
- a perfect triangle for 
the future of education!

  • 1. MOOCs, Learning Analytics and OER - a perfect triangle for the future of education! 03.05.2020 | CSEDU Martin Ebner This work is licensed under a Creative Commons Attribution 4.0 International License.
  • 3. is a xMOOC platform for courses with an explicit open license (Creative Commons).
  • 6. Currently about 100 open licensed courses are offered in various disciplines.
  • 8. Khalil, M. & Ebner, M. (2015). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2015. pp. 1326-1336. Chesapeake, VA: AACE
  • 9. Khalil, M., Ebner, M. (2016) What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics? In: Spector, M., Lockee, B., Childress, M. (Ed.), Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy, Springer International Publishing, pp. 1-30
  • 10. Khalil, M., Ebner, M. (2016) What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics? In: Spector, M., Lockee, B., Childress, M. (Ed.), Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy, Springer International Publishing, pp. 1-30
  • 11. Khalil, M. & Ebner, M. (2015). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2015. pp. 1326-1336. Chesapeake, VA: AACE
  • 12. LA constraints Khalil, M. & Ebner, M. (2015). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2015. pp. 1326-1336. Chesapeake, VA: AACE
  • 13. Revealing Personal Information Morality to view students’ data Collecting and Analyzing data Transparency Students’ data deletion policy Khalil, M. & Ebner, M. (2015). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2015. pp. 1326-1336. Chesapeake, VA: AACE LA constraints
  • 14. Who owns students data, Students or institutions? Data Protection and Copyright Laws limit the use of LA apps Inaccurate analysis results? Achieving Confidentiality, Integrity and Availability LA constraints Khalil, M. & Ebner, M. (2015). Learning Analytics: Principles and Constraints. In Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2015. pp. 1326-1336. Chesapeake, VA: AACE
  • 15. 5 crucial statements What can we learn from Learning Analytics?
  • 16. Thesis 1 High Dropout Rate on MOOCs is a legend
  • 17. GOL •  1012 Registrants •  479 Active Students (47.3%) •  217 complete course (21,5%) •  177 got certification (17,5%) LIN •  618 Registrants •  461 Active Students (74.5%) •  131 compete course (21,2%) •  99 got certification (16%) Lackner, E., Ebner, M., Khalil, M. (2015) MOOCs as granular systems: design patterns to foster participant activity, eLearning Papers, 42 (2015), pp. 28-37
  • 18. Khalil, M., Ebner, M. (2015) A STEM MOOC for School Children - What Does Learning Analytics Tell us? In: Proceedings of 2015 International Conference on Interactive Collaborative Learning (ICL), Florence, Italy, pp. 1-7
  • 19. Thesis 2 MOOCs means participatory education (at least in the first four weeks)
  • 20. ~ 23,000 reads in GOL Forums ~ The highest on 21-Oct ~ Average of 170 read per day ~ Median of 47 read per day ~ 1623 Max reads on 21-Oct Week 1 Starts Week 2 Starts Week 3 Starts Course ended
  • 22. Khalil, M., Ebner, M. (2016) What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics? In: Spector, M., Lockee, B., Childress, M. (Ed.), Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy, Springer International Publishing, pp. 1-30
  • 23. GOL 16 Khalil, M., Ebner, M., & Admiraal, W. (2017). How can Gamification Improve MOOC Students Engagement?. In proceedings of the European Conference on Game Based Learning, Graz, Austria, (pp. 819-828)
  • 24. Thesis 3 Higher effort is good but not a good predictor for success
  • 25. Khalil, M., Ebner, M. (2016) What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics? In: Spector, M., Lockee, B., Childress, M. (Ed.), Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy, Springer International Publishing, pp. 1-30
  • 26. Khalil, M., Ebner, M. (2016) What Massive Open Online Course (MOOC) Stakeholders Can Learn from Learning Analytics? In: Spector, M., Lockee, B., Childress, M. (Ed.), Learning, Design, and Technology: An International Compendium of Theory, Research, Practice, and Policy, Springer International Publishing, pp. 1-30
  • 27. Thesis 4 Learning Analytics tells us how learning in classrooms happens
  • 28. Students (n=459) Khalil, M., Kastl, C., Ebner, M. (2016) Portraying MOOCs Learners: a Clustering Experience Using Learning Analytics. In: Proceedings of the European Stakeholder Summit on experiences and best practices in and around MOOCs. Khalil, M., Ebner, M., Kopp, M., Lorenz, A., Kalz. M. (Eds.). BookOnDemand, Norderstedt. pp. 265 - 278 1 (n=95) 2 (n=154) 3 (n=206) 4 (n=4)
  • 29. Students (n=459) Khalil, M., Kastl, C., Ebner, M. (2016) Portraying MOOCs Learners: a Clustering Experience Using Learning Analytics. In: Proceedings of the European Stakeholder Summit on experiences and best practices in and around MOOCs. Khalil, M., Ebner, M., Kopp, M., Lorenz, A., Kalz. M. (Eds.). BookOnDemand, Norderstedt. pp. 265 - 278
  • 30. Learning happens all time Thesis 5
  • 31. Lackner, E., Khalil, M., Ebner, M. (2016) How to foster forum discussions within MOOCs: A case study. International Journal of Academic Research in Education. 2(2), DOI: 10.17985/ijare.31432
  • 32. Maier, K., Leitner, P., & Ebner, M. (2019). Learning Analytics Cockpit for MOOC Platforms. In Emerging Trends in Learning Analytics. Leiden, Niederlande: Brill | Sense. doi: https://doi.org/10.1163/9789004399273_014
  • 33. Leitner, P. , Maier, K., Ebner, M. (2020) Learning AnalyticS Tools for Massive Open Online Courses. accepted: in print
  • 41. OER-MOOCs facilitate access to education in an innovative way and enable new forms of teaching and learning
  • 42. If the content is available as Open Educational Resources, the exchange between different educational situations becomes easy and legal - OER acts as driver
  • 43. OER-MOOCs based on Learning Analytics seems to be an important step for (online) education
  • 44. Graz University of Technology EDUCATIONAL 
 TECHNOLOGY Graz University 
 of Technology Martin Ebner 
 (Educational Technologist) http://elearning.tugraz.at martin.ebner@tugraz.at Slides available at: This work is licensed under a 
 Creative Commons Attribution 
 4.0 International License. https://learninglab.tugraz.at/informatischegrundbildung/ @mebner http://elearningblog.tugraz.at Yes, we care :-)