The effectiveness of using infographics on academic achievement: A meta-analysis and a meta-thematic analysis
Şenel Elaldı 1 * , Taner Çifçi 1
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1 Cumhuriyet University, Education Faculty, Turkey
* Corresponding Author

Abstract

This study aims to reinterpret the findings of the studies investigating the effectiveness of using infographics on academic achievement. A mixed methods research design including both quantitative and qualitative sections was adopted on the use of infographics in education. For this purpose, a meta-analysis of 12 empirical studies on the effect of using infographics on academic achievement in education carried out during the period from 2016 to 2021 was conducted. Some moderator analyses such as school grades, implementation period and school subjects in which infographics were used were also conducted to reveal the effectiveness of using infographics in education. The findings suggest that using infographics in education has a positive effect on academic achievement and the effect is at a large level (g =1.599). In terms of moderator analyses, the academic achievement changed according to implementation periods of infographics. The highest effect size was in the “4-5 weeks” group (g = 1.343). The meta-thematic aspect of this study revealed three dimensions of infographics as cognitive contributions, challenges in using and development of infographics and, suggestions for application. More empirical studies are suggested to test the expressed power of infographics as an effective visual communication tool and teaching material.

Keywords

References

  • Abilock, D. & Williams, C. (2014). Recipe for an infographic. Knowledge Quest, 43(2), 46–55.
  • Afify, M. K. (2018). The effect of the difference between infographic designing types (static vs animated) on developing visual learning designing skills and recognition of its elements and principles. International Journal of Emerging Technologies in Learning, 13(9), 204–223. https://doi.org/10.3991/ijet.v13i09.8541
  • Akdal, Ş. (2019). The effect of the use of infographics to reading comprehension in intertextual readings (Unpublished Master’s Thesis). Kırşehir Ahi Evran University, Kırşehir, Turkey.
  • Akkoyunlu, B. & Yılmaz, M. (2005). Türetimci çoklu ortam öğrenme kuramı [Generative multimedia learning theory]. Journal of Hacettepe University Education Faculty, 28, 9–18.
  • **Alford, K. (2019). The rise of infographics: And why teachers and teacher educators should take heed. Teaching/Writing: The Journal of Writing Teacher Education, 7(1) 158–175.
  • Al-Mohammadi, N. (2017). Effectiveness of using infographics as an approach for teaching programming fundamentals on developing analytical thinking skills for high school students in the city of Makkah in Saudi Arabia. Global Journal of Educational Studies, 3(1), 22– 42. https://doi.org/10.5296/gjes.v3i1.10854
  • *Alrwele, N.S. (2017). Effects of infographics on student achievement and students' perceptions of the impacts of infographics. Journal of Education and Human Development, 6(3), 104–117. https://doi.org/10.15640/jehd.v6n3a12
  • *Alshehri, M. & Ebaid, M. (2017). The effectiveness of usıng interactive infographic at teaching mathematics in elementary school. British Journal of Education , 4(3), 1–8.
  • Apriyanti, N., Razak,R. A.,Shaharom, M. S. N., Rahim, S. S. A. & Halili, S. H. (2020). Needs analysis of infographic media using technology for learning Physics. Malaysian Online Journal of Educational Technology, 8(1), 48–62. https://doi.org/10.17220/mojet.2020.01.004
  • Arneson J. B. & Offerdahl, E. G. (2018). Visual literacy in Bloom: Using Bloom’s taxonomy to support visual learning skills. CBE-Life Sciences Education, 17(1), ar7. https://doi.org/10.1187/cbe.17-08-0178
  • Baldwin, M. & Wade, S. M. (2012). Improving family and community engagement through sharing data. Briefing paper. Retrieved from https://sedl.org/secc/resources/briefs/improve_family_commun_share/
  • Bangert-Drowns, R. L. & Rudner, L. M. (1991). Meta-analysis in educational research. Paper presented to ERIC Clearinghouse on Tests, Measurement, Evaluation, Washington, DC. (ERIC Document Reproduction Service No. ED 339748).
  • Batdı, V. (2017a). Smart board and academic achievement in terms of the process of integrating technology into instruction: A study on the McA. Croatian Journal of Education, 9(3), 763–801. https://doi.org/10.15516/cje.v19i3.2542
  • Batdı, V. (2017b). The effect of multiple intelligences on academic achievement: A meta-analytic and thematic study. Educational Sciences: Theory & Practice, 17, 2057–2092. https://doi.org/10.12738/estp.2017.6.0104
  • Batdı, V. (2019). Meta-tematik analiz [Meta-thematic analysis]. In V. Batdı (Ed.), Meta-tematik analiz: Ornek uygulamalar [Meta-thematic analysis: Sample applications] (pp. 10–76). Anı Publication.
  • Bateman, S., Mandryk, R. L., Gutwin, C., Genest, A., McDine, D. & Brooks, C. (2010). Useful junk?: The effects of visual embellishment on comprehension and memorability of charts. In E. Mynatt (Ed.) Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (pp. 2573–2582). Association for Computing Machinery.
  • Begg, C. B. & Mazumdar, M. (1994). Operating characteristics of a rank correlation test for publication bias. Biometrics, 50(4), 1088–1101. https://doi.org/10.2307/2533446
  • Borenstein, M. & Rothstein, H. (1999). Comprehensive meta-analysis. A computer program for research synthesis. Biostat. Inc.
  • Borenstein, M., Hedges, L. V., Higgins, J. P. T. & Rothstein, H. R. (2009). Introduction to meta-analysis (1st ed.). John Wiley & Sons, Ltd.
  • Borkin, M. A., Vo, A. A., Bylinskii, Z., Isola, P., Sunkavalli, S., Oliva, A. & Pfister, H. (2013). What makes a visualization memorable? IEEE Transactions on Visualization and Computer Graphics, 19(12), 2306–2315. https://doi.org/10.1109/TVCG.2013.234
  • Bowen, G. A. (2009). Document analysis as a qualitative research method. Qualitative Research Journal, 9(2), 27–40. https://doi.org/10.3316/QRJ0902027
  • Bradshaw, M. J. & Porter, S. (2017). Infographics: A new tool for the nursing classroom. Nurse Educator, 42(2), 57–59. https://doi.org/10.1097/NNE.0000000000000316
  • Brown, S. (2014). The doodle revolution. Penguin Group.
  • Byrd, V. (2019). Using Bloom’s Taxonomy to support data visualization capacity skills. In S. Carliner (Ed.), Proceedings of E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education (pp. 1039-1053). Association for the Advancement of Computing in Education (AACE).
  • Callow, J. (2006). Images, politics, and multiliteracies: Using a visual metalanguage. Australian Journal of Language & Literacy, 29(1), 7–23.
  • Cano, M. C. M. (2011). Visualizing information graphics: How to design effective charts and graphs (Unpublished Master’s thesis). University of Baltimore, the USA.
  • Card, N. A. (2012). Applied meta-analysis for social science research. The Guilford Press.
  • **Cemelelioğlu Altın, N. (2018). Data visualization and infographics in design education (Unpublished Doctoral dissertation). Gazi University, Ankara, Turkey.
  • */*Caka, C. (2018). Effect of different infographic designs on learning outcomes, cognitive load and motivation (Unpublished Doctoral dissertation). Eskişehir Anadolu University, Eskişehir, Turkey.
  • Cheung, A. C. K. & Slavin, R. E. (2016). How methodological features affect effect sizes in education. Educational Researcher, 45(5), 283–292. https://doi.org/10.3102/0013189X16656615
  • Chicca, J., & Chunta, K. (2020). Engaging students with visual stories: using infographics in nursing education. Teaching and Learning in Nursing, 15, 32–36. https://doi.org/10.1016/j.teln.2019.09.003
  • Cohen, J. (1992). A power primer. Psychological Bulletin, 112(1), 155–159. https://doi.org/10.1037/0033-2909.112.1.155
  • Cooper, H., Hedges, L. V. & Valentine, J. C. (Eds.). (2009). The handbook of research synthesis and meta-analysis.Russell SAGE Publication.
  • Creswell, J. W. & Plano Clark, V. L. (2011). Designing and conducting mixed methods research. Sage Publications Ltd.
  • *Çifçi, T. (2016). Effects of infographics on students’ achievement and attitude towards geography lessons. Journal of Education and Learning, 5(1), 154–166. https://doi.org/10.5539/jel.v5n1p154
  • Davidson, R. (2014). Using infographics in the science classroom. Science Teacher, 81(3), 34-39.
  • Davis, M. & Quinn, D. (2014). Visualizing text: The new literacy of infographics. Reading Today, 31(3), 16–18.
  • *Doğru, D. (2019). The effect of teaching natural disasters with infographics on student achievement and course attitude in secondary education Geography courses (Unpublished Master’s thesis). Sivas Cumhuriyet University, Sivas, Turkey.
  • **Dunlap, J. C. & Lowenthal, P. R. (2016). Getting graphic about infographics: Design lessons learned from popular infographics. Journal of Visual Literacy, 35(1), 42–59.
  • Dursun, Ö. Ö. & Odabaşı, F. (2011). Çoklu ortam tasarımı [Multimedia design]. Pegem Akademi.
  • Duval, S. & Tweedie, R. (2000). Trim and fill: A simple funnel-plot based method of testing and adjusting for publication bias in meta-analysis. Biometrics, 56(2), 455–463.
  • Educause Learning Initiative (2013). Seven things you should know about infographic creation tools. Author. Retrieved from http://net.educause.edu/ir/library/pdf/ELI7093.pdf
  • Egger, M., Smith, G. D., Schneider, M. & Minder, C. (1997). Bias in meta-analysis detected by a simple, graphical test. British Medical Journal, 315, 629–634. https://doi.org/10.1136/bmj.315.7109.629
  • Ermis, S. (2008). Using graphic organizers to facilitate elementary students’ comprehension of informational text. College Reading Association Yearbook, 29, 87–102.
  • Fadzil, H. M. (2018). Designing infographics for the educational technology course: perspectives of pre-service science teachers. Journal of Baltic Science Education, 17(1), 8–18.
  • Field, A. P. & Gillett, R. (2010). How to do meta-analysis. British Journal of Mathematical and Statistical Psychology, 63, 665–694. https://doi.org/10.1348/000711010X502733
  • **Fridman, L. (2018). Examining the affordances and constraints of using infographics in pre-service teacher education (Unpublished Master’s thesis). University of Ontario Institute of Technology, Oshawa, Canada.
  • Fullan, M. & Langworthy, M. (2014). A rich seam how new pedagogies find deep learning. Pearson.
  • **Gallicano, T., Ekachai, D. & Freberg, K. (2014). The Infographics assignment: A qualitative study of students’ and Professionals’ perspectives. Public Relations Journal, 8(4), 1–22.
  • Gangwer, T. (2015, April 18-20). Shifting to visual teaching (Conference Presentation) International Conference of Creativity, Thinking & Education, University of St. Thomas in Minnesota. https://www.teachthought.com/learning/shifting-visual-teaching/
  • **Gonzales, L.S. (2018). Aspects of a literacy of infographics: results from an empirical-qualitative study (Unpublished Doctoral dissertation). University of California, the USA.
  • **Gover, G. B. (2017). Teacher thoughts on infographics as alternative assessment: a post-secondary educational exploration (Unpublished Doctoral dissertation). Eastern Kentucky University, the USA.
  • Greenhouse, J. & Iyengar, S. (2009). Sensitivity analysis and diagnostics. Cooper, H. M., & Hedges, L. (Ed.), The handbook of research synthesis(pp. 417–434). . Russell Sage Foundation.
  • Hart, G. (2013). Effective infographics: telling stories in the technical communication context. Retrieved from http://techwhirl.com/effective-infographics-telling-stories-in-the-technical-communication-context/
  • Hassan, H. G. (2016). Designing infographics to support teaching complex science subject: A comparison between static and animated infographics (Unpublished Master’s thesis). Iowa State University, Iowa, the USA.
  • Hedges, L. V. & Olkin, I. (1985). Statistical methods for meta-analysis. Academic Press.
  • Helsper, E. J., & Eynon, R. (2010). Digital natives: where is the evidence?. British Educational Research Journal, 36(3), 503-520. https://doi.org/10.1080/01411920902989227
  • Hertavira, D. E. (2019). The effect of using infographics and students’ reading interest on their reading comprehension at Sman 16 Pekanbaru (Unpublished Master’s thesis). State Islamic University Sultan Syarif in Pekanbaru, Riau, Indonesia.
  • Higgins, J. P. T. & Thompson, S. G. (2002). Quantifying heterogeneity in a meta-analysis. Statistics in Medicine, 21, 1539–1558.
  • Hitchcock, L. I. & Battista, A. (2013). Social media for professional practice: Integrating twitter with social work pedagogy. The Journal of Baccalaureate Social Work, 18(special issue), 33–45.
  • Howes, G. & Stevenson, K. (2013). How can designing infographics in response to an economic problem promote boys creativity? Retrieved from https://www.theibsc.org/uploaded/IBSC/Action_Reseach/AR_2012- 13/Howes_Stevenson_FinalReport.pdf
  • Islamoglu, H., Ay, O., Ilic, U., Mercimek, B., Donmez, P., Kuzu, A. & Odabasi, F. (2015). Infographics: A new competency area for teacher candidates. Cypriot Journal of Educational Sciences, 10, 32–39.
  • Jones, N., Sage, M. & Hitchcock, L. (2019). Infographics as an assignment to build digital skills in the social work. Journal of Technology in Human Services, 37,1–23. https://doi.org/10.1080/15228835.2018.1552904
  • *Karasu, B. (2019). The effect on academic success of formulated t-shirt method for teaching scientists’ studies in middle school science course (Unpublished Master’s thesis). Ağrı İbrahim Çeçen University, Ağrı, Turkey.
  • Keller, T. & Tergan, S. O. (2005). Visualizing knowledge and information: An introduction. In S. O. Tergan & T. Keller (Eds.), Knowledge and Information Visualization Searching for Synergies (1-23). Springer.
  • *Kokoz, A. (2019). Infographic effects on academic success in Geography teaching (Unpublished Master’s thesis). Sivas Cumhuriyet University, Sivas, Turkey.
  • Kromrey, J. D. & Rendina-Gobioff, G. (2006). On knowing what we do not know: an empirical comparison of methods to detect publication bias in meta-analysis. Educational and Psychological Measurement, 66(3), 357–373. https://doi.org/10.1177/0013164405278585
  • Krum, R. (2014). Cool infographics: Effective communication with data visualization and design. John Wiley & Sons.
  • Lamb, A. & Johnson, L. (2014). Infographics part 1: Invitations to inquiry. Teacher Librarian, 41(4). 54-58.
  • Lamb, G. R., Polman, J. L., Newman, A., & Smith, C. G. (2014). Science news infographics: Teaching students to gather, interpret, and present information graphically. The Science Teacher, 81(3), 25-30.
  • Lankow, J., Ritchie, J. & Crooks, R. (2012). Infographics: The power of visual storytelling. John Wiley& Sons, Inc.
  • MacQuarrie, A. (2012, July). Infographics in Education. Think Tank. Retrieved from http://blog.k12.com/2012/07/10/infographics-education
  • Matrix, S. & Hodson, J. (2014). Teaching with infographics: Practicing new digital competencies and visual literacies. Journal of Pedagogic Development, 3(2), 17–27.
  • Meacham, M. (2015). Use infographics to enhance training. Talent Development, 69(8), 76–77.
  • Meeusah, N. & Tangkijviwat, U. (2013). Effect of data set and hue on a content understanding of infographic. ACA2013. Thanyaburi: Blooming Color for Life December, 11–14. Retrieved from http://www.repository.rmutt.ac.th/bitstream/handle/123456789/1263/EFFECT%20OF%20DATA%20SET%20AND%20HUE%20ON....pdf?sequence=1
  • Miles, M, B. & Huberman, A. M. (1994). Qualitative data analysis: An expanded Sourcebook. (2nd ed). Sage.
  • Moher, D., Liberati, A., Tetzlaff, J., Altman, D.G. & The PRISMA Group (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. PLoS Medicine, 6(7), 1–6.
  • Mol, L. (2011). The potential role for infographics in science communication (Unpublished Master's thesis). Biomedical Sciences, Vrije University, Amsterdam, Netherlands
  • Moorefield-Lang, H. (2011). Infographics: Information gets visual. Information Searcher, 19(3), 15–16.
  • Mullen, B., Muellerleile, P. & Bryant, B. (2001). Cumulative meta-analysis: A consideration of indicators of sufficiency and stability. Personality and Social Psychology Bulletin, 27(11), 1450–1462. https://doi.org/10.1177/01461672012711006
  • Naparin, H. & Saad, A. B. (2017). Infographics in education: review on infographıcs design. literacy. Journal of Baltic Science Education, 15, 173–184. https://doi.org/10.5121/ijma.2017.9602
  • Nesbit, J. C. & Adesope, O. O. (2006). Learning with concept and knowledge maps: A meta-analysis. Review of Educational Research, 76(3), 413–448.
  • Noh, S. & Son, J. (2015). The effect of physics instruction using infographics based on visual thinking in high school. Journal of the Korean Association for Science Education, 35, 477–85. https://doi.org/10.14697/jkase.2015.35.3.0477
  • Nuhoğlu Kibar, P. & Akkoyunlu, B. (2014, October 20- 23). A new approach to equip students with visual literacy skills: use of infographics in education. Serap K., Sonja S., Esther, G., Diane M. and Ralph C. (Eds.). In Information literacy lifelong learning and digital citizenship (pp. 456-465). Switzerland: Springer International Publishing,.
  • *Nwosu Ebere,H. & Awotua-Efebo E. B.(2017). Infographics and its effects on pre-service teachers’ academic achievement and attitude towards media system. International Journal of Quantitative and Qualitative Research Methods, 5(3), 27–36.
  • Oetting, J. (2015, February). The science behind why our brains crave infographics (In an Infographic). Agency Post. Retrieved from http://blog.hubspot.com/agency/science-brainscrave-infographics. https://doi.org/10.1007/s11423-007-9060-7
  • Ozdamli, F., Kocakoyun, S., Sahin, T. & Akdag, S. (2016). Statistical reasoning of impact of infographics on education. Procedia Computer Science, 102, 370-377. https://doi.org/10.1016/j.procs.2016.09.414
  • *Ozel, E. (2019). The effect of the visual education material infographics on academic success in science teaching (Unpublished Master’s thesis). Bayburt University, Bayburt, Turkey.
  • **Ozdal, H. & Ozdamli, F. (2017). The effect of infographics in mobile learning: Case study in primary school. Journal of Universal Computer Science, 23(12), 1256–1275,
  • Petticrew, M. & Roberts, H. (2006). Systematic reviews in the social sciences. Blackwell Publishers Ltd.
  • **Polman, J. L. & Gebre, E. H. (2015). Towards critical appraisal of infographics as scientific inscriptions. Journal of Research in Science Teaching, 52(6), 868–893.
  • Quispel, A., Maes, A. & Schilperoord, J. (2018). Information visualization for general audience: the designer’s perspective. Arts, 7(4), 72. https://doi.org/10.3390/arts7040072.
  • Raudenbush, S. W. (2009). Analyzing effect sizes: Random-effects models. In H. Cooper, L. V. Hedges & J. C. Valentine (Eds.), The handbook of research synthesis and meta-analysis (pp. 295–315). Russell Sage Foundation.
  • Reavy, M. (2003). Rules and the real world an examination of information graphics in Time and Newsweek. Visual Communication Quarterly, 10(4), 4-10.
  • Reyes, E. (2011). Connecting knowledge for text construction through the use of graphic organizers. Colombian Applied Linguistics Journal, 13(1), 7–19.
  • Rosenthal, R. (1979). The file drawer problem and tolerance for null results. Psychological Bulletin, 86(3), 638–641. https://doi.org/10.1037/0033-2909.86.3.638
  • Rosier, J. & Dyer, P. K. (2010). Visual literacy: A necessary skill for planning graduates? Social Alternatives, 29(4), 64–68.
  • Rothstein, H. R., Sutton,A. J. & Borenstein, M. (2005). Publication bias in meta-analysis: Prevention, assessment and adjustments. John Wiley & Sons, Ltd.
  • Ru, G. & Ming, Y. C. (2014, September 29-30). Infographics applied in design education [Conference Presentation]. IEEE Workshop on Advanced Research and Technology in Industry Applications (WARTIA) 2014, Ottawa, Canada. https://doi.org/10.1109/WARTIA.2014.6976439
  • Saadah, A. (2019). The effect of infographic media on students’ writing skill (Graduating paper). State Islamic Institute of Salatiga (IAIN Salatiga), in Salatiga, Indonesia. http://perpus.iainsalatiga.ac.id/lemari/fg/free/pdf/?file=http://perpus.iainsalatiga.ac.id/g/pdf/public/index.php/?pdf=6370/1/gabungan%20skripsi
  • Sadik, A. (2008). Digital Storytelling: A meaningful technology-integrated approach for engaged student learning. Educational Technology Research and Development, 56, 487–506. https://doi.org/10.1007/s11423-008-9091-8
  • Schrock, K. (2014). Infographics as a creative assessment. Retrieved from https://www.schrockguide.net/infographics-as-an-assessment.html.
  • Schulten, K. (2010). Teaching with infographics: Places to start. The Learning Network: Teaching & Learning with The New York Times. Retrieved from http://learning.blogs.nytimes.com/2010/08/23/teaching-with-infographics-places-to-start
  • Shahin, A. (2020). Employing infographics based on tablet applications to improve professional competence in the light of the digital transformation of education technology specialists. International Journal of Instructional Technology and Educational Studies, 7(1), 23–25. https://doi.org/10.21608/IHITES.2020.28769.1006
  • Shatri, K. & Buza, K. (2017). The use of visualization in teaching and learning process for developing critical thinking of students. European Journal of Social Sciences Education and Research, 9, 71–74.
  • Silverman, K. N., & Piedmont, J. (2016). Reading the big picture: A visual literacy curriculum for today. Knowledge Quest, 44(5), 32–37.
  • Smiciklas, M. (2012). The power of infographics: Using pictures to communicate and connect with your audiences. Pearson Education/Que.
  • Sparapani, E. F. (2000). The effect of teaching for higher-level thinking: an analysis of teacher reactions. Education, 121(1), 80–89.
  • Sterne, J. A. & Harbord, R. M. (2004). Funnel plots in meta-analysis. The Stata Journal: Promoting Communications on Statistics and Stata, 4(2), 127–141. https://doi.org/10.1177/1536867X0400400204
  • Sterne, J. A. C., Sutton, A. J., Ioannidis, J. P. A., Terrin, N., Jones, D. R., Lau, J., … Higgins, J. P. T. (2011). Recommendations for examining and interpreting funnel plot asymmetry in meta-analyses of randomised controlled trials. British Medical Journal, 343(1), d4002–d4002. https://doi.org/10.1136/bmj.d4002
  • Sterne, J., Gavaghan, D. J. & Egger, M. (2000). Publication and related bias in meta-analysis: Power of statistical tests and prevalence in the literature. Journal of Clinical Epidemiology, 53,1119–129.
  • Stones, C. & Gent, M. (2015). The 7 graphic principles of public health infographic design. Retrieved from http://www.improvementacademy.org
  • Sundeen, T. H. (2007). So what's the big idea? Using graphic organizers to guide writing for secondary students with learning and behavioral issues. Beyond Behavior, 16(3), 29–34.
  • Sutton, A. J. (2009). Publication bias. In H. Cooper, L. V. Hedges, & J. C. Valentine (Eds.) The handbook of research synthesis and meta-analysis (pp. 435–452).: Russell Sage Foundation.
  • Toth, C. (2013). Revisiting a genre: Teaching infographics in business and professional communication courses. Business Communication Quarterly, 76(4), 446–457.
  • Uyan Dur, B. I. (2014). Data visualization and infographics in visual communication design education at the age of information. Journal of Arts and Humanities, 3(5), 39-50.
  • Valentine, J., Pigott, T. & Rothstein, H. (2010). How many studies do you need? A primer on statistical power for meta-analysis. Journal of Educational and Behavioral Statistics, 35, 215–247. https://doi.org/10.3102/1076998609346961
  • Vanichvasin, P. (2013). Enhancing the quality of learning through the use of infographics as a visual communication tool and learning tool. Cooperation or Competition (pp. 135–142). http://www.icqa2014.com/downloads/Proceeding_29.pdf#page=135
  • VanMeter, P. & Garner, J. (2005). The promise and practice of learner-generated drawing: Literature review and synthesis. Educational Psychology Review, 17(4), 285–325. https://doi.org/10.1007/s10648-005-8136-3
  • Waller, K. (2018). The effect of infographics on recall of information about genetically modified foods (Unpublished Master’s thesis). Texas Tech University, Texas, the USA.
  • Ware, C. (2012). Information visualization: Perception for design. Elsevier.
  • Yarbrough, J. R. (2019). Infographics: in support of online visual learning. Academy of Educational Leadership Journal, 23(2), 1-15. Retrieved from https://www.abacademies.org/articles/Infographics-in-support-of-online-visual-learning-1528-2643-23-2-135.pdf
  • *Yeşiltaş, E. & Toros, S. (2016). The effectiveness of using interactive infographic in Social studies teaching. Journal of ZfWT , 10(3), 218–231.
  • **Yıldırım, S. (2016). Infographics for educational purposes: their structure, properties and reader approaches. TOJET: The Turkish Online Journal of Educational Technology, 15(3), 98–110.
  • ** Yıldırım, S., Yıldırım, G., Çelik, E. & Aydın, M. (2014). Bilgi grafiği (infografik) oluşturma süreci üzerine yönelik öğrenci görüşleri [Student views on the process of creating an infographic]. Journal of Research in Education and Teaching, 3(4), 247–255.
  • *Yıldırım, Y. S. (2018). The impact of the use of interactive infographics in education on the achievement, attitude and motivation of students (Unpublished master’s thesis). Mimar Sinan Güzel Sanatlar University, İstanbul, Turkey.
  • Yıldırım, A. & Simsek, H. (2016). Sosyal bilimlerde nitel arastırma yöntemleri [Qualitative research methods in the social sciences]. Seckin Publishing.
  • *Yılmaz, A., Yaz, Ö.V. & Yüzbaşıoğlu, M.K. (2019). The effect of infographic use on the students' academic success and permanence in the teaching of basic machinery unit. Journal of Current Researches on Social Sciences (JoCReSS),9(3), 123–129. https://doi.org/10.26579/jocress-9.3.8
  • **Yuruk, S. E. , Yılmaz, R. M. & Bilici, S. (2019). An examination of postgraduate students' use of infographic design, metacognitive strategies and academic achievement. Journal of Computing in Higher Education, 31, 495–513. https://doi.org/10.1007/s12528-018-9201-5
  • Wulandari, A. (2013). The ICT usage to enhance regional spatial plan coordination in metropolitan Bandung (Unpublished Master’s Thesis). Regional and City Planning, Graduate Program, Institut Teknologi Bandung [Bandung Institute of Technology].

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