Living the interface between learning analytics and actual change in a HE setting
Yes I'm going to follow up with a couple of book reviews, but I think the following taken from Cathy O'Neil's brilliant Weapons of Math Destruction deserves sharing widely. I will remember that I didn't make the world, and it doesn't satisfy my equations. Though I will use models to estimate value, I will not …
Continue reading Should there be a data science equivalent of the Hippocratic oath?
I recently wrote a pre-conference workshop for the European First Year Experience Conference called "Arguably the First Year Experience is 109 years old: How up to date are you?"(1) with my colleague Diane Nutt. This post outlines some of theory relevant to anyone seeking to better understand the transitions associated with becoming a first year …
Continue reading Students in Transition: the challenges of becoming a first year student
Student Engagement drives the learning analytics resource we use. That is, we count students' use of various electronic proxies that are associated with participation on a course. However, before discussing those, I want to explore the concept of student engagement. In the UK there are broadly three definitions of student engagement: Students engaging with the …
How ideological are the algorithms used in learning analytics? At the core of any learning analytics process is the algorithm. Algorithms are just computational lines of code, so they're neutral, objective, unproblematic. Of course we have to take into account the legal GDPR requirements for privacy and destroying old data etc., but surely we don't …
If students are to use learning analytics to change their own behaviour, we need to find ways to communicate the need to change to them. Our fundamental model of learning analytics is that the learning analytics resource generates opportunities for both students and staff to regulate or even moderate their engagement. Students do this by …
Connecting Learning Analytics with earlier work on Student Retention Between 2008 and 2011, we led a small research consortium looking at those factors that caused students to consider leaving early and those factors that helped them to stay for the Higher Education Funding Council/ Paul Hamlyn-funded "What Works? Student Retention and Success"(1) programme. The work …
Why use learning analytics? There are a number of potential reasons for Universities to invest in learning analytics (1): curriculum design, testing marketing effectiveness, insights into service provision etc, but for most institutions interest appears to be primarily about some form of student success. This may be about raising students' awareness of their own learning, …
Am I walking the learning analytics walk or just talking about it? Certainly stumbling. And given this lovely blog piece on the pedometer by @audreywatters measuring my steps might be a good place to start. Keeping fit I am a fitbit wearer. I like wearing a watch. I also quite like receiving alerts about meetings, texts and …
The comedian Mae Martin makes a great point in her BBC Radio 4 NOW show routine on addiction (30/03/2018). "Give me a cheer if you've ever read how your smartphone might be bad for you." And of course the audience cheers "We know, we've read the articles, we know there's potentially harmful radiation, our attention spans …
Continue reading Data: almost useless as an agent of change?
In 2013 we worked closely with the (then) tech start-up Solutionpath to build the pilot version of the Student Dashboard. Over a few months in the summer we went through a developmental process. Solutionpath built their proof-of-concept algorithm We shared multiple years of anonymised data and they used this data to see if the algorithm …
