Learning Analytics ….. measure what you value
Learning analytics is not a new term for higher education. In fact as far back as 2010 Learning analytics was mentioned in the NMC Horizons report. Last year I had the privilege of attending the LAK conference in Edinburgh in Scotland which is a very established international network of people researching learning analytics. So learning analytics is far from new. But, in my experience, until recently the conversations around student data and learning analytics were limited to a few people within institutions. However in recent months it is a term that is gathering a lot of interest in the every day conversations within higher education institutions. More and more people are seeing the potential and in some cases even realising the benefits of learning analytics. Dr Bart Rientes, Prof Shane Dawson and Prof Dragan Gasevic are people that I follow with great interest. Each of them leading the way in their respective fields, researching different aspects of learning analytics.The National Forum for Teaching & Learning, an organisation supporting T&L in higher education in Ireland has recently launched a project to raise the awareness of Learning Analytics so all of the indicators are that this is an area that is here to stay and will only get bigger in the years to come.
Personally speaking I got involved in learning analytics in DCU nearly 3 years ago examining if there was a correlation between a students engagement with the VLE and their success rates in the module. As you can expect, there is a very strong correlation. But we took it one step forward, using historical data we built algorithms to predict a students success based on their current interactions and we gave this information back to students with the hope of it improving completion rates. More information can be found here. Without spoiling the surprise, while the project was a success this project only gave one piece of the jigsaw.
Several different initiatives emerged following the findings from this project. Each one giving a different piece of the jigsaw.The next series of posts will outline the various learning analytics projects that we have conducted in DCU.
In conclusion learning analytics has proven to be a powerful tool that can help improve the learning experience of the student in so many ways but each bit of data is only one piece of the jigsaw. My word of caution that I would give to anyone interested in learning analytics is measure what you value, don’t value what you measure!