Conference

Student effort vs. outcome: analysis through Moodle logs

This paper examines whether positive student effort in face-to-face courses supported by Moodle LMS influences course completion rates. By analyzing LMS log data alongside teachers’ diaries, an algorithm was developed to assess student engagement. The results confirm that students demonstrating high effort levels are more likely to successfully complete their courses, highlighting the impact of consistent engagement in LMS-supported learning environments.