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The purpose of this work was to meta-analyze empirical evidence about the effectiveness of digital-based interventions for students with mathematical learning difficulties. Furthermore, we investigated whether the school level of the participants and the software instructional approach were decisive modulated factors. A systematic search of randomized controlled studies published between 2003 and 2019 was conducted. A total of 15 studies with 1073 participants met the study selection...
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This study examines the impact of computer technology (CT) on mathematics education in K-12 classrooms through a systematic review of existing literature. A metaanalysis of 85 independent effect sizes extracted from 46 primary studies involving a total of 36,793 learners indicated statistically significant positive effects of CT on mathematics achievement. In addition, several characteristics of primary studies were identified as having effects. For example, CT showed advantage in promoting...
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The purpose of this study was to conduct a meta-study of computer-assisted instruction (CAI) studies in mathematics for students with learning disabilities (LD) focusing on examining the effects of CAI on the mathematics performance of students with LD. This study examined a total of 11 mathematics CAI studies, which met the study selection criterion, for students with LD at the elementary and secondary levels and analyzed them in terms of their comparability and effect sizes. Overall, this...
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Meta-analytical research has shown that computer technology can play a significant role in increasing positive learning outcomes of students. Research on this topic has resulted in conflicting findings on academic achievement and other measures of student outcomes. The current meta-analysis sought to assess the level of differences that existed between students being instructed with computer technology versus the academic achievement outcomes of students instructed with traditional methods....
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Outcome measure
- Attitudes (1)
- Behaviour (1)
- Learning (4)
- Motivation (1)
- Socio-emotional learning (1)
Instructional domain (subject)
- Literacy (1)
- Mathematics
- Science (1)
- Social Studies (1)
Education Level and Type
- ECE 0-7 (1)
- High school 16-18 (2)
- K-12 (3)
- Primary 7-10 (2)
- Secondary 11-16 (1)
Groups of students
School or home
- School (3)
Moderating variables
Tech Hardware
- Computer (3)
- Multimedia (1 or more) (1)
Tech Software
Tech mechanism
Learning Approach
- _No mention (2)
- Classroom learning (1)
Teacher Pedagogy
- _No mention (2)
- Game-based learning (1)
- Scaffolding (1)
Research methods
Effect size/ heterogeneity
HIC/LMIC
- HIC (high income) (1)
- Mixture or unknown (4)
Quality of research
- High: 6+ (3)
- Medium: 4 or above (1)
Geography if specific
- _no mention (1)
- Mixture (1)
- USA (1)