According to George Siemens Learning analytics is the use of intelligent data, learner-produced data and analysis models to discover information and social connections, and to predict and advise on learning. However EDUCASE lists other institutions such as private companies and government agencies that could potentially benefit from these tools.
While reading The Horizon Report I became interested on this matter. If developed and used properly this could have a positive impact on curriculum mapping, personalization and adaptation, prediction and intervention (Siemens, 2010).
As the author states this tool could start a change on the way schools see curriculum and students would see a positive change on the way schools design and plan courses because there would be an input from the students. According to EDUCASE learning analytics could also help students to assess their own learning and could improve communication between learners and teachers. In previous classes we discussed how support it’s important in distance education and I see learning analytics as another way of supporting learners to perform well in school and to reach their goals. In 7 things you should know about analytics an EDUCASE article they give the example of Purdue University, currently the University is using a program called Signals which track student progress and directs students to support programs.
Nonetheless, there are some concerns regarding these tools. A need to reorganize how universities handle privacy and security records will arise (EDUCASE, 2010).
Learning analytics presents a magnificent opportunity to improve education and distance education in particular. It could help the student to become a more independent learner with assessment tools and could additionally help those struggling students to have a successful education. Besides it could help faculty and instructional designers to improve courses. On the other hand, disadvantages should be considered and solved.
Siemens , G. (2010, August 25). What are learning analytics?. Retrieved from
7 things you should know about analytics. (2010, april 07). Retrieved from
http://www.educause.edu/Resources/7ThingsYouShouldKnowAboutAnaly/202736
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