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Investigating the Effects of Tablet-Based Math Interventions: A Meta-Analysis
Open accessAbstract
There is debate over the effectiveness of using touch-screen tablet technology on overall student learning gains. This article provides a meta-analysis of studies that used tablets for the delivery of math interventions, programs, or apps to increase student math achievement. A total of 20 group design studies with 2,805 participants were included in the meta-analysis. Overall, tablet-based math interventions provided moderate positive effects for student math gains. Significant moderator variables included participant ethnicity, and socio-economic status, selecting a specific app for use, minutes in intervention, dependent variable, and type of control group. Discussion focuses on the need for more rigorous methodology and reporting of participant and design variables in future studies and the implications for researchers and practitioners when using tablets as a delivery method for math interventions.
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“A meta-analysis by Aspiranti and Larwin (2021) examining 20 group design studies with 2,805 participants found that tablet-based math interventions provided moderate positive effects for student mathematics gains.”
From Effects of a Realistic Mathematics Education-Based Tablet Intervention on Second-Grade Addition Skills (2026) · cites this paper as Aspiranti and Larwin (2021)
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Cited by
Sorted by citations
Svane, R. P., Willemsen, M. M., Bleses, D., Krøjgaard, P., Verner, M., & Nielsen, H. S. (2023) · Frontiers in Education · doi:10.3389/feduc.2023.1229849 · Cited by 27
Skordialos, E., Baralis, G., & Zaranis, N. (2026) · Advances in Mobile Learning Educational Research · doi:10.25082/amler.2026.01.007 · Cited by 3
“A meta-analysis by Aspiranti and Larwin (2021) examining 20 group design studies with 2,805 participants found that tablet-based math interventions provided moderate positive effects for student mathematics gains.”
Metadata
- Authors
- Aspiranti, K. B., & Larwin, K. H.
- Affiliations
- University of Kentucky (US)
- Youngstown State University (US)
- Venue
- International Journal of Technology in Education and Science
- Publisher
- ISTES Organization
- Published
- 2021-09-28
- Volume
- 5
- Issue
- 4
- Pages
- 629-647
- ISSN
- 2651-5369 (ISSN-L)
- OpenAlex
- W3204012758
- Cited by
- 15
- References
- 0
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 3 · 2023: 5
- FWCI
- 0.49
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- Locations
- International Journal of Technology in Education and Science (publishedVersion, cc-by-nc-sa)
- Topics
- Social Sciences › Education › Education and Technology Integration
- Social Sciences › Education › Mathematics Education and Teaching Techniques
- Social Sciences › Psychology › Developmental and Educational Psychology › Cognitive and developmental aspects of mathematical skills
- Keywords
- tablet-based intervention, mathematics achievement, educational technology, touch screen tablets, intervention effectiveness, learning gains, ethnicity, socioeconomic status, intervention duration, control group design
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