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The deeper analysis for student was done by checking the first and the last activities done by students.
The top three most frequent first activities are Forum (38%), Resource (27%), and URL (20%).
This finding reflects the reality from questionnaire to students, where most students accessed Forum, Resource, or URL in the beginning of their learning activities in the LMS.
Other activities are infrequent (less than 10%), which are: Assignment, Quiz, H5P, Page, Chat, Glossary, and Book.
The top three most frequent last activities are Assignment (39%), Quiz (36%), and Forum (10%).
This finding reflects the reality where most students accessed Assignment, Quiz, or Forum in the end of their learning activities during the semester.
It also related to the fact that most lecturers give assignments or quizzes to assess student understanding in the end of semester, or forum to discuss further topics in the learning activities.
Other activities are infrequent (less than 10%), which are Resource, URL, Page, H5P, Folder, and Feedback.
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IEEE/ICACT20220197 Slide.15
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