Published March 26, 2025 | Version v1
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The Effectiveness of Canva as an Instructional Tool in Improving Students' Academic Performance: A Meta-Analysis

Authors/Creators

  • 1. Bicol University Graduate School

Description

This study evaluated the effectiveness of Canva in improving students’ academic performance. The present inquiry employed a meta-analysis method using various publications retrieved from DOAJ, ERIC, Dimensions, and Google Scholar. A total of 22 studies with 26 valid datasets (n = 1540) were analyzed, records were primarily from Indonesia and published from 2022 to 2024. Most documents were considered to be of moderate quality, with concerns or potential risks related to the domains on the comparability of the comparison group and blinding of assessment. Results showed that Canva has a very large and significant effect (g = 1.703, p < .001) on students’ academic performance, though substantial heterogeneity and publication bias were detected. Sensitivity analyses, such as the Trim-and-Fill and the WAAP method, confirmed the robustness of the findings. The results also revealed that country and subject influenced the effect size, but uneven subgroup distribution limited conclusive findings. Conversely, duration, class size, grade level, assessment blinding, and academic outcome, showed no significant moderating effects. Noteworthy, subgroup analysis suggests that Canva has a potential and greater effect in Indonesia, particularly in English subjects, with smaller class sizes, among high school and university students who actively engage in the platform to improve communication skills. This meta-analysis provides empirical evidence of the positive effect of Canva on students’ academic performance. Lastly, this investigation offers practical recommendations for future studies and practices.

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References

  • Anwer, F. (2019). Development Activity-Based Teaching, Student Motivation and Academic Achievement. Journal of Education and Educational Development, 6(1). https://files.eric.ed.gov/fulltext/EJ1216784.pdf
  • Arsilla, T., & Darmawati, D. M. (2024). The Influence of Canva Learning Media on Economic Learning Outcomes. Lembaran Ilmu Kependidikan, 53(2), 213–223. https://doi.org/10.15294/lik.v53i2.7873
  • Arwanda, Z., Pradana, D. D., & Widianto, D. N. (2025). Effectiveness of Using Digital Media Based on Canva Application in Primary School Learning: A Systematic Literature Review. Jurnal Perkembangan Ilmiah Multidisiplin, 1(1), 12–22. https://doi.org/10.70294/tgtjr030
  • Asrul, & Partini, D. (2024). The Effect of Using Canva-Based Media Usage on Geography Learning Outcomes of Class X Students at UNPATTI Laboratory High School. Journal of Geography Science and Education, 6(1), 19–28. https://doi.org/10.32585/jgse.v6i1.5766
  • Bartoš, F., Maier, M., Quintana, D. S., & Wagenmakers, E.-J. (2022). Adjusting for Publication Bias in JASP and R: Selection Models, PET-PEESE, and Robust Bayesian Meta-Analysis. Advances in Methods and Practices in Psychological Science, 5(3), 1–19. https://doi.org/10.1177/25152459221109259
  • Baujat, B., Mahé, C., Pignon, J.-P., & Hill, C. (2002). A graphical method for exploring heterogeneity in meta-analyses: application to a meta-analysis of 65 trials. Statistics in Medicine, 21(18), 2641–2652. https://doi.org/10.1002/sim.1221
  • Borenstein, M. (2019). Common Mistakes in Meta-Analysis. Biostat, Inc.
  • Borenstein, M., Hedges, L. V., Higgins, J. P. T., & Rothstein, H. R. (2009). Introduction to MetaAnalysis. In Introduction to Meta‐Analysis. John Wiley & Sons. https://doi.org/10.1002/9780470743386
  • Budi, B. S., & Anwar, K. (2024). The Implementation of a Canva-based E-portfolio: Its Impact on Achievement, Self-efficacy, and Anxiety in ESP-Writing Instruction. English Review: Journal of English Education, 12(3), 1027–1038. https://doi.org/10.25134/erjee.v12i3.10369
  • Chalmers, I., & Altman, D. G. (1995). Systematic reviews. BMJ Publishing Group.
  • Çikrıkci, Ö. (2016). The effect of internet use on well-being: Meta-analysis. Computers in Human Behavior, 65, 560–566. https://doi.org/10.1016/j.chb.2016.09.021
  • Clephas, P. R. D., & Heesen, M. (2022). Interpretation of meta-analyses. Interventional Pain Medicine, 1, 1–8. 100120. https://doi.org/10.1016/j.inpm.2022.100120
  • Cook, D. A., & Reed, D. A. (2015). Appraising the Quality of Medical Education Research Methods: The Medical Education Research Study Quality Instrument and the Newcastle–Ottawa ScaleEducation. Academic Medicine, 90(8), 1067–1076. https://doi.org/10.1097/acm.0000000000000786
  • El-Sherbiny, Doaa. M. A. (2024). Leveraging the Effect of Canva on Developing Students' Report Writing Skills and their Perception towards the Application in Amman Governorate. Educational Sciences Journal, 3. https://doi.org/10.21608/ssj.2024.401579
  • Farkhan, M. (2024). The Effectiveness of Canva Application as a Student's Writing Media in Descriptive Text (pp. 1–102) [Thesis Manuscript]. http://etheses.uin-malang.ac.id/66922/
  • Fauzi, I. (2024). The Effectiveness of Using Canva as Assisted Language Learning Media to Improve Undergraduate Students' Writing Skill. Globish: An English-Indonesian Journal for English, Education, and Culture, 13(2), 230–240. https://doi.org/10.31000/globish.v7i2
  • Fauziyah, N. L., Widodo, J. P., & Yappi, S. N. (2022). The Use of "Canva for Education" and the Students' Perceptions of Its Effectiveness in the Writing Procedure Text. Budapest International Research and Critics Institute-Journal (BIRCI-Journal), 5(1), 6368–6377. https://doi.org/10.33258/birci.v5i1.4359
  • Fitriyah, R., Hilmiyati, F., & Juhji, J. (2024). Effectiveness of Canva-Based Interactive Animation Media in Enhancing Learning Interest of Second-Grade Madrasah Ibtidaiyah Students. AlAdzka: Jurnal Ilmiah Pendidikan Guru Madrasah Ibtidaiyah, 14(2), 135–150. https://doi.org/10.18952/aladzkapgmi.v12i2.13896
  • Gehred, A. P. (2020). Canva. Journal of the Medical Library Association: JMLA, 108(2), 338–340. https://doi.org/10.5195/jmla.2020.940
  • Hafidzin, H. K., Muzammil, L., & Sulistyo, T. (2024). The Effectiveness of the Canva Application in Enhancing Students' Writing Proficiency across Learning Styles. Edulitics, 9(2), 130–139. https://doi.org/10.52166/edulitics.v9i2.7958
  • Hansen, C., Steinmetz, H., & Block, J. (2021). How to Conduct a meta-analysis in eight steps: a practical guide. Management Review Quarterly, 72(1). https://doi.org/10.1007/s11301-021- 00247-4
  • Harahap, A. F., & Fahmi, K. (2024). The Effect of Project-Based Learning Using Canva on Student's Ability to Write Health Promotion Text. Getsempena English Education Journal (GEEJ), 11(2), 75–85. https://doi.org/10.46244/geej.v11i2.2925
  • Hasanah, L. U. (2024). The Effectiveness of Canva Application Media to Improve Writing Skill of the Tenth Grade Students at SMKN 1 Jenangan (pp. 1–104) [Thesis Manuscript]. https://etheses.iainponorogo.ac.id/29436/
  • Higgins, J., & Thomas, J. (2019). Cochrane Handbook for Systematic Reviews of Interventions. (2nd ed.). Wiley-Blackwell. https://training.cochrane.org/handbook/current
  • Hikmah, D. N., Syamsunir, Usman, & Hermansyah, S. (2023). Influence Use Media Based Canva on Learning Outcomes of Citizenship Education Class XI Students of Private Senior High School (SMAS) Muhammadiyah Pangsid. International Journal of Language and Ubiquitous Learning, 1(3), 162–169. https://doi.org/10.70177/ijlul.v1i3.647
  • Jamaludin, N. F., & Sedek, S. F. (2024). Canva as a Digital Tool for Effective Student Learning Experience. Journal of Advanced Research in Computing and Applications, 33(1), 22–33. https://doi.org/10.37934/arca.33.1.2233
  • Jay, G. (2025). Canva Usage, Revenue & Growth Statistics (in 2025). Famewall. https://famewall.io/statistics/canva-stats/
  • Lin, L., & Chu, H. (2018). Quantifying publication bias in meta-analysis. Biometrics, 74(3), 785– 794. https://doi.org/10.1111/biom.12817
  • Lipsey, M. W., & Wilson, D. B. (2001). Practical meta-analysis. Sage Publications.
  • Luchini, C., Veronese, N., Nottegar, A., Shin, J. I., Gentile, G., Granziol, U., Soysal, P., Alexinschi, O., Smith, L., & Solmi, M. (2021). Assessing the quality of studies in meta‐research: Review/guidelines on the most important quality assessment tools. Pharmaceutical Statistics, 20(1), 185–195. https://doi.org/10.1002/pst.2068
  • Mansyur, H., M, U., & Zain, S. (2024). The Effectiveness of the Use of Canva Media on Indonesian Language Learning Outcomes for Grade VII Students SMP Negeri 2 Rappang. International Journal of Sustainable Applied Sciences (IJSAS), 2(6), 563–570. https://penerbitjurnalinternasional.com/index.php/ijsas/article/view/618
  • Noor, M., Karani, E., & Ristati. (2023). The Effectiveness of Canva Application as a Media in Writing Greeting Card at the Eight Grade of SMP Negeri 12 Banjarmasin. Journal on Education, 5(3), 9540–9548. https://doi.org/10.31004/joe.v5i3.1826
  • Novia, F., Rachmanita, & Gustina. (2024). Exploring Canva Application to Write Announcement Text. Didascein: Journal of English Education, 5(1), 10–17. https://ejournal.univtridinanti.ac.id/index.php/Didascein/article/view/457
  • Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., & McGuinness, L. A. (2021). The PRISMA 2020 statement: An Updated Guideline for Reporting Systematic Reviews. British Medical Journal, 372(71). https://doi.org/10.1136/bmj.n71
  • Pitre, T., Kirsh, S., Jassal, T., Anderson, M., Padoan, A., Xiang, A., Mah, J., & Zeraatkar, D. (2023). The impact of blinding on trial results: A systematic review and meta‐analysis. Cochrane Evidence Synthesis and Methods, 1(4), 1–12. https://doi.org/10.1002/cesm.12015
  • Prasittichok, P., & Smithsarakarn, P. N. (2024). The Effects of Microlearning on EFL Students' English Speaking: A Systematic Review and Meta-Analysis. International Journal of Learning, Teaching and Educational Research, 23(4), 525–546. https://doi.org/10.26803/ijlter.23.4.27
  • Prihatiningtyas, M., & Astuti, T. (2024). The Effect the Canva Based Problem Based Learning Model on Student Motivation and Learning Outcomes in Science and Technology Subjects. Jurnal Penelitian Pendidikan IPA, 10(8), 5734–5740. https://doi.org/10.29303/jppipa.v10i8.7948
  • Purba, D., Siahaan, S., & Sinurat, B. (2024). The Effect of Canva Teaching Media to The Writing Ability of Eighth Grade Students of SMP Teladan Pematangsiantar Pematangsiantar on a Descriptive Text. TOFEDU: The Future of Education Journal, 3(5), 1574–1579. https://journal.tofedu.or.id/index.php/journal/article/view/253/239
  • Rais, R., & Zulfa, I. (2024). The Influence of the Canva Application in Improving Primary School Student Achievement in West Sumatra. Journal of Social Science Utilizing Technology, 2(1), 140–152. https://doi.org/10.70177/jssut.v2i1.813
  • Rajendran, R., Din, R., & Othman, N. (2023). A Critical Review on Using Canva as a Visual Media Platform for English Language Learning. International Journal of Academic Research in Business and Social Sciences, 13(6), 631–641. https://doi.org/10.6007/IJARBSS/v13- i6/14513
  • Riffenburgh, R. H. (2012). Sample Size Estimation and Meta-Analysis. In Elsevier eBooks (pp. 365– 391). Elsevier BV. https://doi.org/10.1016/b978-0-12-384864-2.00018-4
  • Rodríguez Mina, L. E., Garces Arce, M. F., Martínez, R. A., & Gomez Rodriguez, V. G. (2024). Canva as a teaching strategy in cultural and artistic education. A systematic review. Ciencia Digital, 8(2), 64–85. https://doi.org/10.33262/cienciadigital.v8i2.2967
  • Rosandra, S. (2022). The Influence of Using Canva towards Students' Writing Ability in Procedure Text at the First Semester in the Ninth Grade Students of MTs Darul Huda Bandar Lampung in the Academic Year 2021/2022 (pp. 1–57) [Thesis Manuscript]. https://repository.radenintan.ac.id/18842/
  • Rothstein, H. R., Sutton, A. J., & Borenstein, M. (2006). Publication Bias in Meta-Analysis Prevention, Assessment and Adjustments. John Wiley & Sons.
  • Royani, K., Sukirlan, M., & Nurweni, A. (2024). Canva-Aided Project-Based Learning to Improve Students' Writing Achievement. International Journal of Current Science Research and Review, 7(5), 2912–2918. https://doi.org/10.47191/ijcsrr/V7-i5-52
  • Ruswandi, R., Gumelar, W. S., Ermaya, A. S., & Ginanjar, G. (2024). The effectiveness of projectbased learning by using Canva application on students' descriptive writing achievement. EduLite: Journal of English Education, Literature and Culture, 9(2), 1–20. https://doi.org/10.30659/e.9.2.1-20
  • Salsabila, S. (2023). The Effect of Using Digital Posters Based on Canva Application on Students' Writing Ability in Narrative Text at Senior High School. IDEAS: Journal on English Language Teaching and Learning, Linguistics and Literature, 11(2), 1678–1687. https://doi.org/10.24256/ideas.v11i2.4242
  • Sawilowsky, S. (2009). New Effect Size Rules of Thumb. Journal of Modern Applied Statistical Methods, 8(2). https://doi.org/10.22237/jmasm/1257035100
  • Sebastian, A., Jaheer Mukthar, K. P., Lirio, R. P., Asis, E. H., Acosta-Ponce, W., & Villegas-Ramirez, G. (2024). The Educational Technology: A Technology for Education and an Education with Technology. In: Khoury, R.E., Nasrallah, N. (eds) Intelligent Systems, Business, and Innovation Research. In Studies in Systems, Decision and Control (Vol. 489, pp. 717–726). Springer International Publishing. https://doi.org/10.1007/978-3-031-36895-0_60
  • Sembiring, E. G. B., & Harahap, Y. S. (2023). The Effectiveness of Using Canva Toward Students Writing Ability of Achievement Student of SMP Negeri 3 Mardingding. International Journal of Educational Research Excellence (IJERE), 2(2), 366–371. https://doi.org/10.55299/ijere.v2i2.598
  • Setiawati, M., Firdos Santoso, C. A. H., & Juhana. (2024). The Effect of Using Canva Media on Students' Learning Interests and Learning Outcomes in the Indonesian Language Subject of Grade V SD Negeri Sukasari 5 Kota Tangerang. Klasikal: Journal of Education, Language Teaching and Science, 6(3), 969–977. https://doi.org/10.52208/klasikal.v6i3.1245
  • Sihombing, V. I. C., & Tampubolon, S. O. (2024). The Influence of the Canva-assisted Project-based Learning Model on Students' Creative Thinking Abilities in Class V Elementary School Poster Materials. International Journal of Teaching and Learning (INJOTEL), 2(1), 327–334. https://injotel.org/index.php/12/article/view/69/97
  • Silva, P., Vieira, I., Babo, L., & Torres, C. (2024). Integrating Digital Tools to Enhance Learning Experiences in Higher Education. In: Abreu, A., Carvalho, J.V., Mesquita, A., Sousa Pinto, A., Mendonça Teixeira, M. (eds) Perspectives and Trends in Education and Technology. Lecture Notes in Networks and Systems. https://doi.org/10.1007/978-3-031-78155-1_38
  • Simmonds, M. (2015). Quantifying the risk of error when interpreting funnel plots. Systematic Reviews, 4(1). https://doi.org/10.1186/s13643-015-0004-8
  • Timotheou, S., Miliou, O., Dimitriadis, Y., Sobrino, S. V., Giannoutsou, N., Cachia, R., Monés, A. M., & Ioannou, A. (2022). Impacts of Digital Technologies on Education and Factors Influencing schools' Digital Capacity and transformation: a Literature Review. Education and Information Technologies, 28, 6695–6726. https://doi.org/10.1007/s10639-022-11431-8
  • Turner, H. M., III, & Bernard, R. M. (2006). Calculating and Synthesizing Effect Sizes. Contemporary Issues in Communication Science and Disorders, 33, 42–55. https://doi.org/10.1044/cicsd_33_s_42
  • Wahdania, W., Permana, D. R., & Angraini, N. (2024). An Investigation of Canva's Impact on Narrative Text Writing Skill. Indo-MathEdu Intellectuals Journal, 5(6), 7313–7322. https://doi.org/10.54373/imeij.v5i6.2026
  • Widiarti, S., Qamariah, Z., & Normuliati, S. (2024). The Effect of Canva Based Flashcard on Students' Vocabulary Mastery. Journal of English Language and Education, 9(4), 165–174. https://doi.org/10.31004/jele.v9i4.533
  • Wilson, D. B. (2023). Practical meta-analysis effect size calculator (Version 2023.11.27). https://www.campbellcollaboration.org/calculator/
  • Yundayani, A., Susilawati, & Chairunnisa. (2019). Investigating the Effect of Canva on Students' Writing Skills. English Review: Journal of English Education, 7(2). https://journal.uniku.ac.id/index.php/ERJEE/article/view/1800