How learning analytics help to reduce ineffective learning

Ineffective learning is a critical problem for schools all around the world and can arise due to a number of reasons such as;

  • Lack of relevance of the curriculum to real-world applications
  • Absence of opportunities to apply knowledge absorbed from the learning environment
  • Lack of support and guidance to personalise learning 
  • Misalignment between priorities and career goals

This will lead to poor performance among students and wastage in school resources.  However, with the advancements in modern technology have allowed educators to use learning analytics which uses a collection of techniques that helps to identify what makes your learning programs effective or ineffective and mitigate the damaging causes. This can effectively help to change learning behaviours and make the operations of your school more efficient. Here are some practical ways to use learning analytics to reduce ineffective learning in your institution. 

1.Give power to your students

One of the biggest advantages of learning analytics is that it helps to give students insights about their own performance. This helps to let them know that they are at risk. Learning analytic dashboards are a great visual feedback mechanism that helps students to know how their studies are progressing. This helps them to make changes in their learning behaviour which helps to develop positive habits that can help them to solidify their learning process. 

2.  Guide your teachers

Learning analytics dashboards that are customised for teachers and instructors can help to significantly improve their performance. For example, a teacher dashboard can help to notify the teacher when the performance of an at-risk student is continuously falling. This will help them to promptly react to the situation. There are also other tools that help teachers to keep track of the progress of individual students’, compare them with the other students, monitor their progress and make any interventions if necessary. 

3. Notify your teachers

Teachers may need to know if students show signs of ineffective learning. Analytics platforms, such as Octopus BI can be used to send notifications to teachers so that when students apply what they have been taught, teachers can monitor their progress and watch for indicators that the learning isn’t being applied. Early intervention alerts can be configured to automatically notify teachers when a student’s progress is falling, helping teachers to always stay on top of their student’s growth. 

4. Professional Development Programs

Learning Analytics can also help drive school PD programs by helping you to map out a program for new teachers and existing teachers as well. Using Learning Analytics data, you can develop a PD that progressively trains new teachers and provides refresher modules or advanced training as they continue their work at the school.

As you can see learning analytics is an extremely powerful tool that can bring great returns for any school. Using a tool such as Octopus BI makes the journey of data analytics a breeze in any school, irrespective of current systems in place!

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