Jisc - Open Learning Analytics Framework

In early 2014, Jisc set about creating a set of online tools for UK universities and colleges to better understand their learner data and make more informed decisions so that they might increase student satisfaction, retention and attainment. A pilot stage kicked off in August 2014, with the aim of providing a set of basic learning analytics tools drawing from a range of data sources and using proven metrics.
About

Jisc selected our Learning Record Store (LRS), Learning Locker as the key central store for learner data that would underpin Jisc's aim of understanding learner data and make more informed decisions.

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In early 2014, Jisc set about creating a set of online tools for UK universities and colleges to better understand their learner data and make more informed decisions so that they might increase student satisfaction, retention, and attainment. A pilot stage kicked off in August 2014, with the aim of providing a set of basic learning analytics tools drawing from a range of data sources and using proven metrics.

Key Project Aims

  • Commission a basic learning analytics ‘freemium’ solution for further and higher education to gain experience and later progress to a more advanced toolset.
  • Develop a core toolset, available at no extra cost, with the ability to purchase additional functionality if required.
  • Develop a network and resource toolkit for organizations to share knowledge and expertise and get advice and support.
  • Get student involved with developing a learning analytics app.
  • Provide staff with a tool to track and record interventions.
  • Develop a code of practice to help organisations deal with issues such as data protection and privacy.

Solution

Jisc selected HT2 Labs (now part of Learning Pool) and their Learning Record Store (LRS), Learning Locker®, as the key central store for learner data that would underpin the solution. Working with the team at HT2 Labs, Jisc has commissioned a range of add-ons and improvements to transform the LRS into a Learning Records Warehouse (LRW). The HT2 Labs team has played a role in building consensus around implementing a national architecture for HE Learning Analytics, including the co-creation of recipes for VLEs looking to capture xAPI data. Working with teams at VLE providers like Blackboard, along with predictive tools such as Unicorn’s Early Alert System and Tribal’s Student Success Planner, HT2 Labs has helped Jisc to bring its vision of a national Learning Analytics architecture to life.

 

Results

Today Learning Locker represents the UK’s national Learning Records Warehouse (as provided by Jisc), with open APIs to interface common data sources and commercial or open-source dashboards, analysis tools and apps. This centralization helps to de-risk adoption by universities, reducing the cost of sales and barriers to innovation for vendors, and creates a globally unique big data source for benchmarking and research into modern blended HE.

Over 50% of UK universities have expressed firm interest in placing their data within the LRW; data from around 50 universities is projected to be in the LRW by the end of 2016/17 academic year.

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