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This research aims to investigate the effect of computer-based teaching (CBT) on students’ academic success. The research used a meta-analytic method to reach a general conclusion by statistically calculating the results of a number of independent studies. In total, 78 studies (62 master’s theses, 4 PhD theses, and 12 articles) concerning this issue were researched based on the literature review of the articles and theses which involved pre-test and post-test control groups and were...
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In this meta-analysis, we systematically reviewed research on digital games and learning for K–16 students. We synthesized comparisons of game versus nongame conditions (i.e., media comparisons) and comparisons of augmented games versus standard game designs (i.e., value-added comparisons). We used random-effects meta-regression models with robust variance estimates to summarize overall effects and explore potential moderator effects. Results from media comparisons indicated that digital...
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In this meta-analysis, we investigated the effects of methods for providing item-based feedback in a computer-based environment on students’ learning outcomes. From 40 studies, 70 effect sizes were computed, which ranged from −0.78 to 2.29. A mixed model was used for the data analysis. The results show that elaborated feedback (EF; e.g., providing an explanation) produced larger effect sizes (0.49) than feedback regarding the correctness of the answer (KR; 0.05) or providing the correct...
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Outcome measure
- Learning (6)
Education Level and Type
- ECE 0-7 (1)
- K-12 (5)
- Primary 7-10 (1)
- Tertiary (2)
Groups of students
- _No mention (3)
- At-risk (1)
- EAL (2)
- Learning difficulties (1)
- Low-performing (1)
- Low socio-economic status (1)
- SEND (1)
School or home
- _No mention (2)
- School (4)
Moderating variables
- Assessments (1)
- Country / culture (1)
- Design-type/ testing instruments (2)
- Grade/education level (4)
- Length of time (5)
- Novelty Effect (1)
- Peer involvement/group learning (1)
- Student characteristics (2)
- Subject (3)
- Teacher involvement (1)
- Teacher pedagogy/implementation (1)
- Teacher professional development (1)
- Tech structure (1)
- Type of instruction methods (student/teacher centered) (3)
- Type of knowledge or task (exposing, procedural, active, etc (4)
Tech Hardware
- CD ROM/ DVD (1)
- Computer (5)
- Interactive whiteboards (1)
- Internet (2)
- Mobile/Smartphone (2)
- Multimedia (1 or more) (2)
- Tablet (2)
- TV (1)
Tech Software
Tech mechanism
- Cooperative learning (e.g. discussion areas) (2)
- Direct instruction (1)
- Drill and practice (1)
- Feedback (5)
- Gamification (2)
- Instructional supports/Demos: worked out examples (4)
- Multimedia effects (2)
- Personalization effect (2)
- Scaffolding/Varying difficulty levels (3)
- Virtual pen and notetaking (1)
Learning Approach
- _No mention (2)
- Blended learning (1)
- Classroom learning (4)
Teacher Pedagogy
- _No mention (2)
- Collaboration (2)
- Feedback (1)
- Game-based learning (1)
- Group learning (1)
- PC mixed with real objects (1)
- Peer learning (2)
- Scaffolding (2)
Research methods
Effect size/ heterogeneity
HIC/LMIC
- HIC (high income) (3)
- Mixture or unknown (3)
Quality of research
- High: 6+ (6)