Failing Students need Big Data and Learning Analytics: Hype or Reality?


  • Ray Stoneham University of Greenwich



Big data, learning analytics


This opinion piece evaluates the promise of big data and learning analytics before they reach their peak of expectation, and prior to the trough of disillusionment, with the hope of assisting them up the slope of enlightenment to the plateau of productivity.

Author Biography

Ray Stoneham, University of Greenwich

Principal LecturerSchool of Computing and Mathematical Sciences


Bechtold, D. (2014), “What is Big Data?”, available online at (accessed on 6 June 2014)

de Quincey, E. and Stoneham, R. (2014), "Student Engagement: An evaluation of the effectiveness of explicit and implicit Learning Analytics". Presentation at ePIC 2014 - 12th International ePortfolio & Identity Conference, Greenwich, UK

Dick, Philip K. (1956), "The Minority Report", first published in Fantastic Universe, January 1956, and reprinted in "The Variable Man and other stories" (Ace Books, New York, 1957)

Dimopoulos, I., Petropoulou, O., Boloudakis, M. and Retalis, S. (2103), “Using Learning Analytics in Moodle for assessing students’ performance”, 2nd Moodle Research Conference, Sousse, Tunisia, available online at (accessed on 21 October 2014)

Dowland, P. (2014), "Collecting data on students: is it useful to know which books they've read?", available online at (Accessed on 29 April 2014)

Dyckhoff, A. L., Zielke, D., Bültmann, M., Chatti, M. A., & Schroeder, U. (2012). Design and Implementation of a Learning Analytics Toolkit for Teachers. Educational Technology & Society, 15 (3), 58–76.

Foster, E. and Gascoigne, G. (2014) “NTU student dashboard: Learning analytics to improve retention”, available online at (Accessed 2 June 2014)

Fry, S. (2010), “The Fry Chronicles”, Michael Joseph

Johnson, L., Smith, R., Willis, H., Levine, A. & Haywood, K. (2011). “The 2011 Horizon Report”. Austin, Texas: The New Media Consortium

Maguire, D. (2014), "The 'hype cycle’ of Moocs and other big ideas", available online at (Accessed on 10 January, 2014)

Oxford Dictionaries (2014), “Definition of Big Data”, available online at (Accessed 10 January 2014)

Parr, C. (2013), "Universities mine institutional data in search of gold", available online at (Accessed on1 March 2013)