Learning Analytics: A Case Study of the Process of Design of Visualizations

The ability to visualize student engagement and experience data provides valuable opportunities for learning support and curriculum design. With the rise of the use of learning analytics to provide “actionable intelligence” [1] on students’ learning, the challenge is to create visualisations of the data which are clear and useful to the intended audience. This process of finding the best way to visually represent data is often iterative, with many different designs being trialled before the final design is settled upon. This paper presents a case study of the process of refining a visualization of students’ learning experience data. In this case the aim was to create a visual representation of the continuity of care students were exposed to during a longitudinal placement as part of a medical degree. The process of visualization refinement is outlined as well as the lessons learnt along the way.

[1]  D. Hirsh,et al.  Learning Through Longitudinal Patient Care—Narratives From the Harvard Medical School–Cambridge Integrated Clerkship , 2009, Academic medicine : journal of the Association of American Medical Colleges.

[2]  Louis C. Pugliese,et al.  Action Analytics: Measuring and Improving Performance that Matters in Higher Education. , 2008 .

[3]  Ben Shneiderman,et al.  The eyes have it: a task by data type taxonomy for information visualizations , 1996, Proceedings 1996 IEEE Symposium on Visual Languages.

[4]  Ben Shneiderman,et al.  Readings in information visualization - using vision to think , 1999 .

[5]  K. Weston,et al.  Engaging rural preceptors in new longitudinal community clerkships during workforce shortage: a qualitative study , 2011, BMC family practice.

[6]  Larry Johnson,et al.  The NMC Horizon Report: 2012 Higher Education Edition. , 2012 .

[7]  George Siemens,et al.  Penetrating the fog: analytics in learning and education , 2014 .

[8]  Julie Steele,et al.  Beautiful Visualization - Looking at Data Through the Eyes of Experts , 2010, Beautiful Visualization.

[9]  C. Silagy,et al.  The Parallel Rural Community Curriculum: an integrated clinical curriculum based in rural general practice , 2000, Medical education.

[10]  John P. Campbell,et al.  Academic Analytics: A New Tool for a New Era. , 2007 .

[11]  Tanya Elias,et al.  Learning Analytics: Definitions, Processes and Potential , 2011 .

[12]  Jill Konkin,et al.  Creating stories to live by: caring and professional identity formation in a longitudinal integrated clerkship , 2011, Advances in Health Sciences Education.

[13]  Linda Corrin,et al.  Academic Analytics in a Medical Curriculum: Enabling Educational Excellence. , 2012 .

[14]  Linda Corrin,et al.  Capturing clinical experiences: Supporting medical education through the implementation of an online Clinical Log , 2010 .