Learn more about the concept of learning analytics!

6 minutes to read

Technology is no longer a differential and has become one of the pillars for quality education. In this scenario, learning analytics emerges as a tool capable of helping educators and students in the processes related to teaching, including allowing for the customization of learning according to the student’s individual needs.

This is possible thanks to data analysis performed by the concept — a strategy that brings out relevant information about student performance in the Virtual Learning Environment (AVA) provided by the educational institution. Being aware of this school innovation is essential for the acquisition of knowledge of its students to be increasingly effective.

In this post, we present everything you need to know about learning analytics. Check out!

What you will find in this article:

What is learning analytics?

Simply put, learning analytics can be defined as the use of learning data to carry out analysis on the educational performance of students. Its purpose is to identify possible failures in the student’s acquisition of knowledge and, from there, to propose improvements both for the individual and for the learning environment itself.

How it works?

The tool collects, measures, analyzes and disseminates data generated by students within the AVA. Therefore, learning analytics makes use of Big Data, which consists of a set of data and information collected digitally and which must go through an electronic system in order to be interpreted.

Based on the reading of the student’s data in the AVA, such as errors and successes in tests, how many times you review the same content and time spent reading texts, a reorientation of what are the best paths that the user should follow in order to achieve continuously improve your results and experience. This is done by programming alternatives customized to the student’s needs.

As a practical example, we can mention a high school class that is preparing for Enem. Throughout the course, students must practice writing that fits the molds of the Exam, in order to improve their interpretation, argumentation and writing skills so that they obtain a good grade in the real test.

The implementation of learning analytics makes it possible to measure the individual grades of students and the overall performance of the class, analyzing the essential skills for the construction of a good writing, such as mastery of the Portuguese language, understanding of the writing proposal, ability to select, interpret and relate information, knowledge of linguistic mechanisms and proposal for a solution to the problem addressed.

By knowing in which areas the student is experiencing difficulties, the teacher can bring specific approaches to each case, helping to leverage individual and collective performance.

What are its benefits?

When implemented correctly, learning analytics brings a series of benefits to the school, as it helps the teacher and the student simultaneously. Understand, below, how the tool impacts the learning routine of classes.

Optimizes teacher’s time

Generally, education professionals are dedicated to several classes and, consequently, to a large number of students. Without the help of technology, the tendency is for them to face various difficulties for the individual assessment of students.

In this way, the tool optimizes the educator’s time, as it is able to identify the specific needs of their students in a practical and efficient way, which would require much more time if this process had to be carried out manually.

Not to mention that any change made in the classroom, that is, in the way content is taught, can also be analyzed by concept. This is because the data collected in the AVA indicate whether the strategies adopted by the teacher are bringing negative or positive effects based on student performance.

Allows the educator to prepare strategic lessons

From the moment they have a mechanism that identifies at which points students show ease and difficulty in learning about a certain content, the teacher has the opportunity to prepare more strategic classes that address the collective and individual needs of their class.

The educator can think of pedagogical strategies that facilitate the understanding of the content, in addition to carrying out approaches adapted to the needs of students who have greater difficulties. As a result, classes generate greater engagement among students and also become more productive.

Guides students’ studies

The support of learning analytics allows the students themselves to have more autonomy and control over their learning process. After all, they will know what their strengths and weaknesses are, as well as what needs to be done to improve their knowledge in the disciplines.

In addition, they are also able to notice any gaps that were not filled in the previous grades and, thus, can review such content so that they do not lag behind the class.

Learn more about the concept of learning analytics!

What are the innovations provided by learning analytics?

The main innovation related to learning analytics is the possibility of personalization of teaching. Each student is unique, which means that they have unique abilities and difficulties, and they react differently to stimuli applied in the classroom.

During class, for example, the teacher can use their computer to monitor the performance of students in the VLE, ​​checking how much time each one is spending reading texts, number of clicks on a content, with which content they interact the most (video, text, images or audio), and if they are really collaborating with the elaboration of a group work.

With all the information in hand, you can reorient the tasks, get in touch with questions, in addition to offering customized content and resources for the learning of each group of students, meeting the specific needs of the class.

In this sense, learning analytics is a great ally for schools, as it allows the teacher to have an individual look at each student, understand what they need to evolve in their studies and help them tread this journey with maximum success.

The result of this is a class that, despite respecting the students’ individualities, manages to make continuous progress, without anyone’s performance being affected by lack of adequate follow-up and support.

Adopting methodologies and tools that place the student at the center of learning is an essential initiative in today’s education. Get in touch with Eleva Educação Platform right now and get to know our solutions!

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