Modeling Students’ Academic Performance Based on Their Interactions with the Online Learning Environment

2015 ◽  
Vol 14 (2) ◽  
Author(s):  
Gökhan Akçapınar ◽  
Arif Altun ◽  
Petek Aşkar
2021 ◽  
Author(s):  
Markus Spitzer ◽  
Korbinian Moeller ◽  
Sebastian Musslick

A growing number of studies seek to evaluate the impact of school closures during the ongoing COVID-19 pandemic. While most studies reported severe learning losses in students, some studies found positive effects of school closures on academic performance. However, it is still unclear which factors contribute to the differential effects observed in these studies. In this article, we examine the impact of assignment strategies for problem sets on the academic performance of students (n 24,000 from classes 4-10 who calculated 560,000 problem sets) in an online learning environment for mathematics, during the first and second period of pandemic-related school closures in Germany. We observed that, if teachers repeatedly assigned single problem sets (i.e., a small chunk of on average eight mathematical problems) to their class, students’ performance increased significantly during both periods of school closures compared to the same periods in the previous year (without school closures). In contrast, our analyses also indicated that, if teachers assigned bundles of problem sets (i.e., large chunks) or when students self-selected problem sets, students’ performance did not increase significantly. Moreover, students’ performance was generally higher when single problem sets were assigned, compared to the other two assignment types. We conclude that teachers’ way of using the online learning environment in general, and their strategy of assigning problem sets in particular can have a positive effect on students’ performance in mathematics.


2015 ◽  
Vol 12 (1) ◽  
pp. 15-27 ◽  
Author(s):  
Ilene Ringler ◽  
◽  
Carol Schubert ◽  
Jack Deem ◽  
Jimmie Flores ◽  
...  

SAGE Open ◽  
2020 ◽  
Vol 10 (4) ◽  
pp. 215824402097983
Author(s):  
Abdullah Yasin Gündüz ◽  
Buket Akkoyunlu

The success of the flipped learning approach is directly related to the preparation process through the online learning environment. It is clear that the desired level of academic achievement cannot be reached if the students come to class without completing their assignments. In this study, we investigated the effect of the use of gamification in the online environment of flipped learning to determine whether it will increase interaction data, participation, and achievement. We used a mixed-methods sequential explanatory design, which implies collecting and analyzing quantitative and then qualitative data. In the online learning environment of the experimental group, we used the gamification. However, participants in the control group could not access the game components. According to the findings, the experimental group had higher scores in terms of interaction data, participation, and achievement compared with the control group. Students with low participation can be encouraged to do online activities with gamification techniques.


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