Cited by 15Education and Technology IntegrationMathematics Education and Teaching TechniquesCognitive and developmental aspects of mathematical skills

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Investigating the Effects of Tablet-Based Math Interventions: A Meta-Analysis

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Aspiranti, Kathleen B., Larwin, Karen H.·2021·International Journal of Technology in Education and Science

Abstract

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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Figure 1 Graphical Representation of the Computed Effect Size Estimates for each StudyCC-BY-NC-SA · From the PDF

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  1. Al-Mashaqbeh, I. F. (2016). iPad in elementary school math learning setting. International Journal of Emerging Technologies in Learning, 11(2), 48-52. https://doi.org/10.3991/ijet.v11i02.5053 · DOI
  2. Aspiranti, K. B., Larwin, K. H., & Shade, B. (2020). iPads/tablets and students with autism: An analysis of academic effects. Assistive Technology, 32(1), 23-30. https://doi.org/10.1080/10400435.2018.1463575 · DOI
  3. Berkowitz, T., Schaeffer, M. W., Maloney, E. A., Peterson, L., Gregor, C., Levine, S. C., & Beilock, S. L. (2015). Math at home adds up to achievement in school. Science, 350(6257), 196-198.
  4. Blackwell, C. (2014). Teacher practices with mobile technology: integrating tablet computers into the early childhood classroom. Journal of Education Research, 7(4), 231-255.
  5. Bryant, B., Ok, M., Kang, E., Kim, M., Lang, R. R., Bryant, D., & Pfannestiel, K. (2015). Performance of fourth-grade students with learning disabilities on multiplication facts comparing teacher-mediated and technology-mediated interventions: A preliminary investigation. Journal of Behavioral Education, 24, 255-272. https://doi.org/10.1007/s10864-015-9218-z * · DOI
  6. Carr, J. M. (2012). Does math achievement h'APP'en when iPads and game-based learning are incorporated into fifth-grade mathematics instruction? Journal of Information Technology Education, 11(1), 269-286.
  7. Cheung, A., & Slavin, R. E. (2013). The effectiveness of educational technology applications on mathematics achievement in K-12 classrooms: A meta-analysis. Educational Research Review, 9, 88-113. https://doi.org/10.1016/j.edurev.2013.01.001 · DOI · Paper page
  8. Cooper, L. Z. (2005). Developmentally appropriate digital environments for young children. Library Trends, 54(2), 286-302. https://doi.org/0.1353/lib.2006.0014
  9. Creech-Galloway, C., Collins, B. C., Knight, V., & Bausch, M. (2013). Using a simultaneous prompting procedure with an iPad to teach the Pythagorean Theorem to adolescents with moderate intellectual disability. Research & Practice for Persons with Severe Disabilities, 38(4), 222-232. https://doi.org/10.1177/154079691303800402 · DOI
  10. Ferrer, F., Belvís, E., & Pàmies, J. (2011). Tablet PCs, academic results and educational inequalities. Computers & Education, 56(1), 280-288. https://doi.org/10.1016/j.compedu.2010.07.018 · DOI
  11. Hammer, C. S. (2011). From the editor: The importance of participant demographics. American Journal of Speech-Language Pathology, 20(4), 261. https://doi.org/10.1044/1058-0360(2011/ed-04) · DOI
  12. Hassler Hallstedt, M., Klingberg, T., & Ghaderi, A. (2018). Short and long-term effects of a mathematics tablet intervention for low performing second graders. Journal of Educational Psychology, 110(8), 1127-1148.
  13. Haydon, T., Hawkins, R., Denune, H., Kimener, L., McCoy, D., & Basham, J. (2012). A comparison of iPads and worksheets on math skills of high school students with emotional disturbance. Behavioral Disorders, 37(4), 232-243. https://doi.org/10.1177/019874291203700404 · DOI
  14. Hutchison, A., Beschorner, B., & Schmidt-Crawford, D. (2012). Exploring the use of the iPad for literacy learning. Reading Teacher, 66(1), 15-23. https://doi.org/10.1002/TRTR.01090 · DOI
  15. Kaur, D., Koval, A., & Chaney, H. (2017). Potential of using iPad as a supplement to teach math to students with learning disabilities. International Journal of Research in Education and Science, 3(1), 114-121.
  16. Kim, J., & Kimm, C. H. (2017). Functional technology for individuals with intellectual disabilities: Meta- analysis of mobile device-based interventions. Journal of Special Education Apprenticeship, 6(1), 1-22.
  17. Kosko, K. W., & Ferdig, R. E. (2016). Effects of tablet-based mathematics application for pre-school children. Journal of Computers in Mathematics and Science Teaching, 35(1), 61-79.
  18. Kucirkova, N. (2014). iPads in early education: Separating assumptions and evidence. Frontiers in Psychology, 5(715), 1-3. https://doi.org/10.3389/fpsyg.2014.00715 · DOI · Paper page
  19. Lapek, J. (2017). 21st century skills: The tools students need. Children's Technology & Engineering, 21(3), 24- 26.
  20. Larkin, K. (2013). Mathematics education: Is there an app for that? In V. Steinle, L. Ball, & C. Bardini (Eds.), Mathematics Education Research Group of Australasia (pp. 426-433). Melbourne, Australia: MERGA.
  21. Musti-Rao, S., & Plati, E. (2015). Comparing two classwide interventions: Implications of using technology for increasing multiplication fact fluency. Journal of Behavioral Education, 24(4), 418-437. https://doi.org/10.1007/s10864-015-9228-x · DOI
  22. Neumann, M. M., & Neumann, D. L. (2014). Touch screen tablets and emergent literacy. Early ChildhoodEducation, 42, 231-239. https://doi.org/10.1007/S10643-013-0608-3 · DOI
  23. Ok, M. W., & Bryant, D. P. (2016). Effects of a strategic intervention with iPad practice on the multiplication fact performance of fifth-grade students with learning disabilities. Learning Disability Quarterly, 39(3), 146-158.
  24. Ok, M. W., & Kim, W. (2017). Use of iPads and iPods for academic performance and engagement of preK-12 students with disabilities: A research synthesis. Exceptionality, 25(3), 54-75.
  25. O'Malley, P., Lewis, M. E. B., Donehower, C., & Stone, D. (2014). Effectiveness of using iPads to increase academic task completion by students with autism. Universal Journal of Educational Research, 2(1), 90- 97. https://doi.org/10.13189/ujer.2014.020111 · DOI
  26. Outhwaite, L. A., Gulliford, A., & Pitchford, N. J. (2017). Closing the gap: Efficacy of a tablet intervention to support the development of early mathematical skills in UK primary school children. Computers & Education, 108, 43-58. https://doi.org/10.1016/j.compedu.2017.01.011 · DOI · Paper page
  27. Park, J., Bermudez, V., Roberts, R. C., & Brannon, E. M. (2016). Non-symbolic approximate arithmetic training improves math performance in preschoolers. Journal of Experimental Child Psychology, 152, 278-293. https://doi.org/10.1016/j.jecp.2016.07.011 · DOI
  28. Petersen-Brown, S. M., Henze, E. E. C., Klingbeil, D. A., Reynolds, J. L., Weber, R. C., & Codding, R. S. (2019). The use of touch devices for enhancing academic achievement: A meta-analysis. Psychology in the Schools, 56(7), 1187-1206. https://doi.org/10.1002/pits.22225 · DOI
  29. Powell, S. (2014). Choosing iPad apps with a purpose: Aligning skills and standards. Teaching Exceptional Children, 47(1), 20-26. https://doi.org/10.1177/0040059914542765 * · DOI
  30. Reeves, J. L., Gunter, G. A., & Lacey, C. (2017). Mobile learning in pre-kindergarten: Using student feedback to inform practice. Journal of Educational Technology & Society, 20(1), 37-44.
  31. Riconscente, M. M. (2013). Results from a controlled study of the iPad fractions game Motion Math. Games and Culture: A Journal of Interactive Media, 8(4), 186-214. https://doi.org/10.1177/1555412013496894 * · DOI
  32. Schacter, J., Shih, J., Allen, C. M., DeVaul, L., Adkins, A. B., Ito, T., & Jo, B. (2016). Math Shelf: A randomized trial of a prekindergarten tablet number sense curriculum. Early Education & Development, 27(1), 74-88. https://doi.org/10.1080/10409289.2015.1057462 · DOI
  33. Schacter, J., & Jo, B. (2016). Improving low-income preschoolers mathematics achievement with Math Shelf: A preschool tablet computer curriculum. Computers in Human Behavior, 55, 223-229. https://doi.org/0.1016/j.chb.2015.09.013
  34. Schacter, J., & Jo, B. (2017). Improving preschoolers' mathematics achievement with tablets: A randomized controlled trial. Mathematics Education Research Journal, 29(3), 313-327. https://doi.org/10.1007/s13394-017-0203-9 * · DOI · Paper page
  35. van der Ven, F., Segers, E., Takashima, A., & Verhoeven, L. (2017). Effects of a tablet game intervention on simple addition and subtraction fluency in first graders. Computers in Human Behavior, 72, 200-207. https://doi.org/10.1016/j.chb.2017.02.031 · DOI
  36. Working, C. (2018). The effects of technology-mediated dialogic learning in elementary mathematics instruction. Journal of Computers in Mathematics and Science Teaching, 37(3), 265-286.
  37. Yang, E. Y., Chang, B., Cheng, H. H., & Chan, T. (2016). Improving pupils' mathematical communication abilities through computer-supported reciprocal peer tutoring. Journal of Educational Technology & Society, 19(4), 157-169.
  38. Zhang, M., Trussell, R., Gallegos, B., & Asam, R. (2015). Using math apps for improving student learning: An exploratory study in an inclusive fourth grade classroom. Techtrends, 59(2), 32-39. https://doi.org/10.1007/s11528-015-0837-y · DOI

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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
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
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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CoChat. (2026). Citation check: Investigating the Effects of Tablet-Based Math Interventions: A Meta-Analysis. https://app.cochat.ai/papers/10.46328/ijtes.266
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Aspiranti, K. B., & Larwin, K. H. (2021). Investigating the Effects of Tablet-Based Math Interventions: A Meta-Analysis. International Journal of Technology in Education and Science. https://doi.org/10.46328/ijtes.266