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How do learning analytics compare to traditional assessment methods in online education?

Elmire Pales

Well, learning analytics and traditional assessment methods play a vital role in online education. But, there is always a question of which one is more effective and reliable. I have read about some studies, which shows that learning analytics has shown better results in terms of improving the performance of students.

According to a survey conducted by EDUCAUSE Center for Analysis and Research (ECAR), more than 90% of students believe that personalized feedback generated through learning analytics can enhance their academic performance. Additionally, 75% of faculty and staff who participated in the survey mentioned that learners' behavioral data obtained through learning analytics can improve the instructional design of courses.

On the other hand, traditional assessment methods like quizzes, assignments, and exams have been in existence for centuries. These methods can be subjective, time-consuming, and expensive. Traditional assessments do not provide immediate feedback, which could hinder learners' progression, especially in a digital learning environment.

In contrast, learning analytics provides real-time feedback, allowing students to understand their strengths and weaknesses, identify areas of improvement, and make necessary adjustments to achieve their academic goals. Additionally, learning analytics integrated into the learning management system (LMS) can track students' interactions with online resources, providing a holistic view of learner behavior to instructors.

Moreover, the implementation of learning analytics has shown to increase learner engagement and motivation. Educause reports that 91% of students prefer personalized learning paths generated through learning analytics, as they adapt to their learning pace and style.

In conclusion, while traditional assessment methods have their advantages, learning analytics provides more meaningful insights and personalized feedback, leading to an overall improvement in student performance. It is the future of education, and educators must embrace it to enhance their instructional effectiveness, improve student engagement, and increase learner success rates.