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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 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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This report presents an overview of the process and initial findings of a systematic review and meta-analysis of the literature on computer simulations for K–12 science, technology, engineering, and mathematics (STEM) learning topics. Both quantitative and qualitative research studies on the effects of simulation in STEM were reviewed. Studies that reported effect size measures or the data to calculate effect sizes were included in the meta-analysis. Important moderating factors related to...
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The purpose of this meta-analysis is to examine overall effect as well as the impact of selected instructional design principles in the context of virtual reality technology-based instruction (i.e. games, simulation, virtual worlds) in K-12 or higher education settings. A total of 13 studies (N ¼ 3081) in the category of games, 29 studies (N ¼ 2553) in the category of games, and 27 studies (N ¼ 2798) in the category of virtual worlds were meta-analyzed. The key inclusion criteria were that...
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The present review examines research on the effects of educational technology applications on mathematics achievement in K-12 classrooms. Unlike previous reviews, this review applies consistent inclusion standards to focus on studies that met high methodological standards. In addition, methodological and substantive features of the studies are investigated to examine the relationship between educational technology applications and study features. A total of 74 qualified studies were included...
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Since its advent word processing has become a common writing tool, providing potential advantages over writing by hand. Word processors permit easy revision, produce legible characters quickly, and may provide additional supports (e.g., spellcheckers, speech recognition). Such advantages should remedy common difficulties among weaker writers/readers in grades 1–12. Based on 27 studies with weaker writers, 20 of which were not considered in prior reviews, findings from this meta-analysis...
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Outcome measure
- Attitudes (1)
- Learning (7)
- Motivation (1)
Instructional domain (subject)
- Literacy (1)
- Mathematics (1)
- Multiple (4)
- Science (1)
- STEM (1)
Education Level and Type
- K-12 (7)
- Primary 7-10 (1)
- Secondary 11-16 (1)
- Tertiary (2)
Groups of students
- _No mention (3)
- At-risk (1)
- EAL (2)
- Learning difficulties (1)
- Low-performing (1)
- Low socio-economic status (2)
School or home
- School (8)
Moderating variables
- Assessments (1)
- Country / culture (1)
- Design-type/ testing instruments (3)
- Feedback (2)
- Grade/education level (5)
- Length of time (7)
- Novelty Effect (2)
- Peer involvement/group learning (2)
- Socio-economic status (1)
- Subject (3)
- Teacher involvement (5)
- 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 (5)
Tech Hardware
- Computer (6)
- Handheld device (1)
- Interactive whiteboards (1)
- Internet (1)
- Mobile/Smartphone (1)
- Tablet (1)
Tech Software
- Augmented Reality (1)
- Computer-Assisted Instruction (CAI) (2)
- Computer-Based Teaching (CBT) (3)
- Digital Media (audiovisuals) (1)
- E-book software (1)
- Game learning (1)
- General apps (1)
- Graphic organisers/Visualisations (2)
- LMS (2)
- Simulations (2)
- Virtual manipulatives (2)
- Virtual Reality (1)
- Word processor (1)
Tech mechanism
Learning Approach
Teacher Pedagogy
- _No mention (1)
- Collaboration (3)
- Feedback (1)
- Group learning (1)
- PC mixed with real objects (1)
- Peer learning (3)
- Scaffolding (2)
Research methods
Effect size/ heterogeneity
HIC/LMIC
- HIC (high income) (3)
- Mixture or unknown (5)