Over the past years, there has been lots of fuss around the concept of big data and its possible applications in various fields and industries. It indeed opened up plenty of opportunities for us. With around 2.5 quintillion bytes of data being created every single day, learning to collect and process it has the potential to become one of the most impactful things we can do to improve our careers and lives.
But, what many don’t realize yet is that it’s all not about the data itself. In fact, it’s more about how we use it. This brings us to the importance of data analytics, and one of the fields where it can make the most difference is education.
These days one can barely imagine the field of education with no technology to support it. Students now have access to a wide variety of gadgets and tools that can make their learning experience easier. For those who struggle academically, there is a possibility to rewrite my paper by EssayService to save time and boost grades.
For students who need help with their research but don’t want to ask around, “can someone do my essay,” there are various online libraries, citation generators, and plenty of other tools. The list could go on and on. But, learning analytics offers to take everything to a whole new level, improving the overall quality of learning and boosting outcomes. So let’s figure out how!
What Is Learning Analytics?
To understand the potential that learning analytics has in the field of education, it is vital to first grasp the core concept that lies behind this term. So, what does it stand for?
In a nutshell, learning analytics is the process of collection, measurement, analysis, and reporting of large amounts of data about learners and their environments. It enables educational facilities, organizations, and even entire governments to understand what students know and how they acquire this knowledge to improve the quality of learning, deliver better experiences, and ensure better academic outcomes for everyone.
Though the concept of learning analytics has been around for quite a while and is already adopted by many schools, currently, it is still at its infancy stage in terms of effectiveness. At this time, lots of data is still being poorly-organized. But, as we gradually learn to transform it into well-organized formats, learning analytics can lead us to improved education.
The Perks of Learning Analytics
Being able to collect and interpret learners’ data efficiently, we could gain plenty of different benefits in terms of learning processes, environments, and, of course, outcomes. Some of the biggest perks we can see so far include:
- Gaining insights into students’ current performance and the possibility of predicting future performance can also help supply students with the right supplementary materials to help them reach better results.
- Providing more personalized learning experiences.
- Improving academic programs through analyzing their effectiveness and defining the gaps that might be there.
- Understanding how educational resources and materials are being used for the purpose of enhancing the cost-efficiency of education.
- Boosting students’ retention rates by providing them with the best quality of learning and helping them keep their performances high.
4 Ways to Use Learning Analytics in Education
Given all the benefits learning analytics can hold for education, experts believe it should soon become mainstream to adopt this approach in different educational institutions worldwide. But, how can these institutions use it to their benefit?
Currently, there are already several possible applications of learning analytics in the field of education:
1. To Measure Key Indicators
First of all, learning analytics is there to measure and understand student performances. With the help of this approach, schools and colleges can stay updated on the learners’ key indicators to understand what and how they learn and find ways for improving their performances.
2. To Overcome the Challenge of Limited Resources
There is no secret that many schools and colleges are experiencing a lack of resources. To many, this issue becomes critical as it holds their students back from succeeding academically. And that’s one more way to use learning analytics. By evaluating and understanding the use of available resources, educational facilities can come up with better strategies for using these resources to the maximum.
3. To Support Learners’ Development
As was mentioned earlier, effective learning analytics can help educational institutions assess the current performance of their students and make predictions on their future performance. This will also enable them to support learners’ development. This way, schools can identify the existing issues at early stages and provide students with the needed support, tools, and resources for boosting their outcomes.
4. To Analyze the Effectiveness of Teaching
Though many believe that learning analytics is all about analyzing student performance, it is not. One more way to use it is to analyze the educators’ performance as well. Analytics enables educational institutions to see what teaching practices are used currently, measure their effectiveness, and find ways to improve them.
So, will learning analytics improve the quality of learning in the future? It definitely will!
Looking at the benefits and possible applications of learning analytics in education, it becomes clear that this approach has the potential to shape the future of education. The applications we’ve discussed earlier are the most common ones. Yet, there is much more we can do with the help of learning analytics!