More than one way to flip a class: learning analytics for mixed models of learning

Alan Dix

Talis, Birmingham, UK
and School of Computer Science, University of Birmingham

Case Study in Compass: Journal of Learning and Teaching

Full paper @ Compass (PDF, 409K)


Abstract

This case study presents personal experiences in the reuse of materials, originally prepared for a small-scale MOOC, in face-to-face flipped-classroom and blended learning teaching.  While some of the literature on the flipped classroom suggests a quite uniform pedagogic style for each class, albeit differing between advocates, the experience of the author was far more pedagogically diverse, depending on the type of material and workload of the students.   Fine-grain learning analytics were also critical; these both allowed targeted feedback (enhancing student learning) and gave a sense of control (enhancing academic motivation and well-being).

Keywords: learning analytics, flipped classroom, video, MOOC, learning-resource reuse

References

  1. Abowd, G. (1999) ‘Classroom 2000: An Experiment with the Instrumentation of a Living Educational Environment.’ IBM Systems Journal 38(4), 508–530.

  2. Arnold, K. (2010) ‘Signals: Applying academic analytics.’ Educause Quarterly, 33(1). Available at: http://www.educause.edu/ero/article/signals-applying-academic-analytics (Accessed: 4 May 2014).

  3. Buckingham Shum, S. (2012) Learning Analytics. UNESCO Policy Brief. Available at: http://iite.unesco.org/pics/publications/en/files/3214711.pdf (Accessed: 2 February 2015).

  4. DeJong, R. (2013) ‘Why MOOCs Aren't So Cheap ... for Colleges.’ Fiscal Times, 18 September 2013. Available at:  http://www.thefiscaltimes.com/Articles/2013/09/18/Why-MOOCs-Arent-So-Cheap-Colleges (Accessed: 3 September 2015).

  5. Dix, A., Finlay, J., Abowd G. and Beale, R. (2004) Human-Computer Interaction, third edition.  Upper Saddle River, N.J: Prentice Hall. ISBN 0-13-239864-8  http://hcibook.com/e3

  6. Dix, A. and Leavesley, J. (2015) ‘Learning Analytics for the Academic: An Action Perspective.’ In: Journal of Universal Computer Science (JUCS), 21(1), 48-65. Available at: http://www.hcibook.com/alan/papers/JUCS-action-analytics-2015/ (Accessed: 22 February 2016).

  7. Dix, A. (2015) ‘More than one way to flip a class: learning analytics for mixed models of learning.’ APT 2015, Greenwich, 7th July 2015. Available at: http://alandix.com/academic/papers/apt2015-more-than-one-way/ (Accessed: 22 February 2016).

  8. Dix, A. (2015b) ‘Reuse of MOOCs: bringing online content back to the classroom.’ Alt-C 2015.  Available at: http://alandix.com/academic/papers/altc2015-reuse-of-moocs/ (Accessed: 22 February 2016).

  9. Estes, M., Ingram, R. and Liu, J. (2014) ‘A Review of Flipped Classroom Research, Practice, and Technologies.’  International HETL Review, 4, 29 July 2014. Available at: https://www.hetl.org/a-review-of-flipped-classroom-research-practice-and-technologies/ (Accessed: 22 February 2016).

  10. Fox, J. (2010) What does a corporate web video cost? OMM blog, 3 March 2010. Available at: http://onemarketmedia.com/2010/03/03/what-does-a-web-video-cost-25-factors-with-prices-that-affect-video-production-costs/ (Accessed: 7 July 2015).

  11. Hamdan, N., McKnight, P., McKnight, K. and Arfstrom, K. (2013) A Review Of Flipped Learning.  Flipped Learning Network.  Available at: http://www.flippedlearning.org/cms/lib07/VA01923112/Centricity/Domain/41/LitReview_FlippedLearning.pdf (Accessed: 30 October 2015).

  12. HESA (2015) Table T1a – ‘‘Participation of under-represented groups in higher education: UK domiciled young full-time first degree entrants 2013/14.’  UKPIs: Widening participation of under-represented groups (tables T1, T2).  Higher Education Statistics Agency.  Available at: https://www.hesa.ac.uk/pis/urg (Accessed: 30 October 2015).  

  13. Hibbert, M. (2014) ‘What Makes an Online Instructional Video Compelling?’ EDUCAUSE Review Online, 7 April 2014.  Available at: http://www.educause.edu/ero/article/what-makes-online-instructional-video-compelling (Accessed: 22 February 2016).

  14. Hollands, F. and Tirthali, D. (2014) ‘Resource Requirements and Costs of Developing and Delivering MOOCs.’ The International Review of Research in Open and Distributed Learning, 15(5).  Available at: http://www.irrodl.org/index.php/irrodl/article/view/1901/3069 (Accessed: 3 September 2015).

  15. Hollands, F. and Tirthali, D. (2014b) ‘MOOCs: Expectations and Reality.’ Online Learning Insights, 20 May 2014. Available at: https://onlinelearninginsights.wordpress.com/tag/moocs-expectations-and-realities/ (Accessed: 7 September 2015).

  16. IDF (2015) ‘Interaction Design Foundation.’ Available at: https://www.interaction-design.org/ (Accessed: 30 October 2015).

  17. Kerr, J., Houston, S., Marks, L. and Richford, A. (2015) ‘Building and Executing MOOCs: A practical review of Glasgow’s first two MOOCs (Massive Open Online Courses).’  University of Glasgow. Available at: http://www.gla.ac.uk/colleges/socialsciences/staff/learningandteaching/mooc/ (Accessed: 3 September 2015).

  18. Long, P. and Siemens, G. (2011) ‘Penetrating the fog: Analytics in learning and education.’ EDUCAUSE Review, 46(5).

  19. Schell, J. (2012) Choreography of a Flipped Classroom, Turn to your Neighbour, Peer Instruction blog. Available at: http://blog.peerinstruction.net/2012/07/03/choreography-of-a-flipped-classroom.html (Accessed: 22 April 2015).

  20. The Guardian (2015) ‘My students have paid £9,000 and now they think they own me.’ The Guardian, Higher Education Network, 18 December 2015. Available at: http://www.theguardian.com/higher-education-network/2015/dec/18/my-students-have-paid-9000-and-now-they-think-they-own-me?CMP=Share_AndroidApp_Gmail (Accessed: 22 February 2016).

  21. UCL (2008) Information Behaviour of the Researcher of the Future. UCL, 11 January 2008. (Report to JISC and the British Library on the "Google Generation") Available at: http://www.jisc.ac.uk/media/documents/programmes/reppres/gg_final_keynote_11012008.pdf (Accessed: 22 April 2015).

  22. UK Gov. (2015) Fulfilling Our Potential: Teaching Excellence, Social Mobility And Student Choice. Department of Business, Innovation and Skills, consultation document, HMSO. November 2015. Available at: https://www.gov.uk/government/consultations/higher-education-teaching-excellence-social-mobility-and-student-choice (Accessed: 10 February 2016).

 

 

Figure 1. Talis Lighthouse pilot – web and mobile players
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Figure 2.  Analytics on PDF document.  The 'heat map' at the top left shows which portions of the document have been read
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http://www.hcibook.com/alan/papers/compass2016-more-than-one-way/

Alan Dix 11/4/2016