Meta-Analysis of the Effect of Technology-Based Mathematical Fact Practice on Mathematics Outcomes

The current study meta-analyzed 17 effects from 12 studies to examine the effect of technology-based mathematical fact practice on mathematics outcomes, and how comparison intervention, risk for mathematics disabilities, and type of measure modified the results. There was a moderate effect of technology-based mathematical fact practice on mathematics outcomes (weighted g = 0.43). There was a moderate effect in comparison to business-as-usual conditions (weighted g = 0.54), but a much smaller effect for practice that was compared to practice that was not delivered with technology (weighted g = 0.25). Students who were at-risk for mathematics disabilities benefited from technology-based mathematical fact practice (weighted g = 0.55), and there was a large effect on mathematics achievement ( g = 0.87), but only from two studies. Finally, the interaction of the number of sessions and number of weeks (total dosage) significantly predicted the effect size and accounted for 23% of the variance, but neither variable predicted the effect size on its own. Implications for practice and future research are included.

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Publication Details

Journal
Journal of Special Education Technology
Published
2024-10-09
DOI
https://doi.org/10.1177/01626434241288199
Citations
1
Primary Topic
Cognitive and developmental aspects of mathematical skills
Type
article
Field-Weighted Citation Impact
0.71
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article

Meta-Analysis of the Effect of Technology-Based Mathematical Fact Practice on Mathematics Outcomes

Matthew K. Burns, McKinzie D. Duesenberg‐Marshall, Emily L. Singell, Katya Sussman-Dawson et al.
1 citations
Journal of Special Education Technology
Cognitive and developmental aspects of mathematical skills
0.71
article

Meta-Analysis of the Effect of Technology-Based Mathematical Fact Practice on Mathematics Outcomes

Matthew K. Burns, McKinzie D. Duesenberg‐Marshall, Emily L. Singell, Katya Sussman-Dawson, Monica E. Romero
article en
1 citations

Abstract

The current study meta-analyzed 17 effects from 12 studies to examine the effect of technology-based mathematical fact practice on mathematics outcomes, and how comparison intervention, risk for mathematics disabilities, and type of measure modified the results. There was a moderate effect of technology-based mathematical fact practice on mathematics outcomes (weighted g = 0.43). There was a moderate effect in comparison to business-as-usual conditions (weighted g = 0.54), but a much smaller effect for practice that was compared to practice that was not delivered with technology (weighted g = 0.25). Students who were at-risk for mathematics disabilities benefited from technology-based mathematical fact practice (weighted g = 0.55), and there was a large effect on mathematics achievement ( g = 0.87), but only from two studies. Finally, the interaction of the number of sessions and number of weeks (total dosage) significantly predicted the effect size and accounted for 23% of the variance, but neither variable predicted the effect size on its own. Implications for practice and future research are included.

Journal of Special Education TechnologyVol. 40(3)
University of Missouri–St. Louis (US), University of Florida (US), University of Missouri (US), The University of Texas at Austin (US)
Quality Education
Openalex Percentile: Top 26%
Cognitive and developmental aspects of mathematical skills
0.71
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Meta-Analysis of the Effect of Technology-Based Mathematical Fact Practice on Mathematics Outcomes — Matthew K. Burns, McKinzie D. Duesenberg‐Marshall, et al. · Journal of Special Education Technology (2024) | TGRS Research Map | TGRS