Teachers’ Conceptions of Electromagnetic Radiation in Mobile and Wireless Technologies: The Role of Teaching Specialization and Gender
DOI:
https://doi.org/10.57092/ijetz.v5i2.794Keywords:
Teacher conceptions, Teaching specialization, Mobile and wireless technologies, Electromagnetic misconceptionsAbstract
Electromagnetic radiation is a fundamental scientific concept encountered daily through mobile phones, wireless networks, and other technologies. However, it is often mistakenly associated with radioactivity and health risks, leading to widespread misconceptions. This study investigated Greek teachers’ conceptions of electromagnetic radiation in mobile and wireless technologies, examining differences by teaching specialization and gender. A quantitative survey of 455 teachers from four specialization groups used ten dichotomously scored items to assess understanding of electromagnetic radiation, radioactivity, emissions from everyday technologies, and the specific absorption rate (SAR). The total score showed acceptable internal consistency for exploratory use (Cronbach’s α = .713). The mean correctness score was 40.99% (SD = 24.24), indicating substantial variability across items. In the bivariate analysis, men scored higher than women, t(453) = 5.72, p < .001. However, in the unbalanced two-way ANOVA model, the gender effect was not statistically detectable when teaching specialization and the gender-by-specialization structure of the sample were included, F(1, 447) = 0.14, p = .708, whereas specialization remained significant, F(3, 447) = 18.57, p < .001. Computer Science and Physics teachers outperformed those in Primary and Preschool Education. The findings underscore the need for teacher education to strengthen understanding of the distinctions between electromagnetic radiation and radioactivity, emissions from mobile and wireless technologies, and the specific absorption rate (SAR).
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Basham, J. D., & Editor, G. (2010). Introduction to the Topical Issue: Shaping STEM Education for All Students. Journal of Special Education Technology, 25(3), 1–2. https://doi.org/10.1177/016264341002500301
Bezen, S., Aykutlu, I., & Bayrak, C. (2021). What does black-body radiation mean for pre-service physics teachers? Journal of Turkish Science Education, 18(4), 691–706. https://doi.org/10.36681/tused.2021.98
Boyes, E., & Stanisstreet, M. (1994). Children’s ideas about radioactivity and radiation: Sources, mode of travel, uses and dangers. Research in Science & Technological Education, 11(2), 137–146. https://doi.org/10.1080/0263514940120204
Chinn, C. A., Yoon, S. A., Hussain-Abidi, H., Hunkar, K., Noushad, N. F., Cottone, A. M., & Richman, T. (2023). Designing learning environments to promote competent lay engagement with science. European Journal of Education, 58(3), 407–421. https://doi.org/10.1111/ejed.12573
Clough, S., & Bagley, C. A. (2012). UK higher education institutions and the third stream agenda. Policy Futures in Education, 10(2), 178–190. https://doi.org/10.2304/pfie.2012.10.2.178
Colclough, N. D., Lock, R., & Soares, A. (2011). Pre-service teachers’ subject knowledge of and attitudes about radioactivity and ionising radiation. International Journal of Science Education, 33(3), 423–446. https://doi.org/10.1080/09500691003639905
Deerinck, T. (2011). Advancing the state of the art. BioTechniques, 51(5), 311. https://doi.org/10.2144/000113758
Economides, S., Karfopoulos, K., Mestousi, E., Founta, P., Carinou, E., & Housiadas, C. (2021). Assessment of high school textbooks addressing radiations. Radioprotection, 56(3), 205–210. https://doi.org/10.1051/radiopro/2021016
Eymur, G., & Çetin, P. S. (2024). Investigating the role of an inquiry-based science lab on students’ scientific literacy. Instructional Science, 52(5), 743–760. https://doi.org/10.1007/s11251-024-09672-w
Fàbregues, S., Sáinz, M., Romano, M. J., Escalante-Barrios, E. L., Younas, A., & López-Pérez, B.-S. (2023). Use of mixed methods research in intervention studies to increase young people’s interest in STEM: A systematic methodological review. Frontiers in Psychology, 13, 956300. https://doi.org/10.3389/fpsyg.2022.956300
Firmansyah, R., & Sukma, D. (2025). The Relationship Between Self-Efficacy and Peer Social Support in High School Students ’ Career Decision-Making : A Correlational Study in Indonesia. International Journal of Education and Teaching Zone, 4(3), 276–291. https://doi.org/https://10.57092/ijetz.v4i3.496
Freudenstein, F., Correia, L. M., Oliveira, C., Sebastião, D., & Wiedemann, P. M. (2015). Exposure knowledge and perception of wireless communication technologies. International Journal of Environmental Research and Public Health, 12(11), 14177–14191. https://doi.org/10.3390/ijerph121114177
Gavrilas, L., & Kotsis, K. T. (2023a). Assessing elementary understanding of electromagnetic radiation and its implementation in wireless technologies among pre-service teachers. International Journal of Professional Development, Learners and Learning, 5(2), Article ep2309. https://doi.org/10.30935/ijpdll/13191
Gavrilas, L., & Kotsis, K. T. (2023b). Research for self-reported health problems after excessive talking time on mobile phones among university students. Eurasian Journal of Science and Environmental Education, 3(1), 7–15. https://doi.org/10.30935/ejsee/12958
Gavrilas, L., & Kotsis, K. T. (2024). Electromagnetic radiation: A comprehensive review of misconceptions. Eurasian Journal of Science and Environmental Education, 4(2), 19–38. https://doi.org/10.30935/ejsee/15719
Gavrilas, L., Kotsis, K. T., & Papanikolaou, M.-S. (2022). Attitudes and behaviors of university students towards electromagnetic radiation of cell phones and wireless networks. Aquademia, 6(2), ep22009. https://doi.org/10.30935/aquademia/12393
Gilbert, J. K., & Watts, D. M. (1983). Concepts, misconceptions and alternative conceptions: Changing perspectives in science education. Studies in Science Education, 10(1), 61–98. https://doi.org/10.1080/03057268308559905
Guillén-Gámez, F. D., & Rodríguez-Fernández, R. (2022). Meta-analysis on the attitudes of active teachers about the use of educational technology according to gender. Contemporary Educational Technology, 14(1), Article ep339. https://doi.org/10.30935/cedtech/11408
Hanif, F., Afada, A., & Hayati, N. (2025). The Effectiveness of Project-Based Learning on Early Childhood Problem-Solving Skills : An Experimental Study. International Journal of Education and Teaching Zone, 4(2), 208–222. https://doi.org/https://10.57092/ijetz.v4i2.397
Hanum, A. (2026). Developing and Validating a Web-Based Five-Tier DiagnosticInstrument to Identify Student Misconceptions on Temperature and Heat. International Journal of Education and Teaching Zone, 5(1), 38–55. https://doi.org/https://doi.org/10.57092/ijetz.v5i1.617
Hartati, I. (2026). Elementary Teachers ’ Acceptance of Digital Learning Platforms for Differentiated and Deep Learning : An Empirical Study Based on the UTAUT Framework. International Journal of Education and Teaching Zone, 5(1), 75–92. https://doi.org/https://doi.org/10.57092/ijetz.v5i1.610
Henriksen, E. K., & Jorde, D. (2001). High school students’ understanding of radiation and the environment: Can museums play a role? Science Education, 85(2), 189–206. https://doi.org/10.1002/1098-237X(200103)85:2<189::AID-SCE60>3.0.CO;2-S
Hwang, N., & Kisida, B. (2022). Spread too thin: The effect of specialization on teaching effectiveness. Educational Evaluation and Policy Analysis, 44(4). https://doi.org/10.3102/01623737221084312
Kontomaris, S. V., Malamou, A., Balogiannis, G., & Antonopoulou, N. (2020). A simplified approach for presenting the differences between ionising and non-ionising electromagnetic radiation. Physics Education, 55(2), Article 025007. https://doi.org/10.1088/1361-6552/ab5c00
Kotsis, K. T. (2023). Alternative ideas about concepts of physics, a timelessly valuable tool for physics education. Eurasian Journal of Science and Environmental Education, 3(2), 83–97. https://doi.org/10.30935/ejsee/13776
Kotsis, K. T., & Gavrilas, L. (2025). Review of scientific literacy of pre-service teachers on electromagnetic radiation. European Journal of Contemporary Education and E-Learning, 3(1), 55–64. https://doi.org/10.59324/ejceel.2025.3(1).05
Kuzmickaja, I., Wang, X., Graziotin, D., Dodero, G., & Abrahamsson, P. (2015). In Need of Creative Mobile Service Ideas? Forget Adults and Ask Young Children. SAGE Open, 5(3). https://doi.org/10.1177/2158244015601719
Millar, R. (1994). School students’ understanding of key ideas about radioactivity and ionizing radiation. Public Understanding of Science, 3(1), 53–70. https://doi.org/10.1088/0963-6625/3/1/004
Morales López, A. I., & Tuzón Marco, P. (2022). Misconceptions, knowledge, and attitudes towards the phenomenon of radioactivity. Science & Education, 31(2), 405–426. https://doi.org/10.1007/s11191-021-00251-w
Mustafidah, F. Z. (2026). Interactive Local Wisdom E-Book with EARLS Features to Promote Tolerance Among Young Learners. International Journal of Education and Teaching Zone, 5(1), 56–74. https://doi.org/https://doi.org/10.57092/ijetz.v5i1.620
Musters, N., Aarts, R., van Amelsvoort, M., & Swerts, M. (2024). Views on gender differences in the physics classroom. Education Sciences, 14(5), Article 457. https://doi.org/10.3390/educsci14050457
Neumann, S. (2014). Three misconceptions about radiation—And what we teachers can do to confront them. The Physics Teacher, 52(6), 357–359. https://doi.org/10.1119/1.4893090
Neumann, S., & Hopf, M. (2012). Students’ conceptions about “radiation”: Results from an explorative interview study of 9th grade students. Journal of Science Education and Technology, 21(6), 826–834. https://doi.org/10.1007/s10956-012-9369-9
Nuha, M. S., & Rahman, D. H. (2025). Moral Responsibility of Bystander Role in The Midst of Bullying : A Gender-Based Cross-Sectional Survey. International Journal of Education and Teaching Zone, 4(3), 7–10. https://doi.org/https://10.57092/ijetz.v4i3.465
Osborne, J., & Allchin, D. (2024). Science literacy in the twenty-first century: Informed trust and the competent outsider. International Journal of Science Education, 1–22. https://doi.org/10.1080/09500693.2024.2331980
Osborne, J., & Pimentel, D. (2023). Science education in an age of misinformation. Science Education, 107(3), 553–571. https://doi.org/10.1002/sce.21790
Pacaci, C., Ustun, U., & Ozdemir, O. F. (2024). Effectiveness of conceptual change strategies in science education: A meta-analysis. Journal of Research in Science Teaching, 61(6), 1263–1325. https://doi.org/10.1002/tea.21887
Pahrudin, A., Irwandani, I., Triyana, E., Oktarisa, Y., & Anwar, C. (2019). The analysis of pre-service physics teachers in scientific literacy: Focus on the competence and knowledge aspects. Jurnal Pendidikan IPA Indonesia, 8(1), 52–62. https://doi.org/10.15294/JPII.V8I1.15728
Pajares, M. F. (1992). Teachers’ beliefs and educational research: Cleaning up a messy construct. Review of Educational Research, 62(3), 307–332. https://doi.org/10.3102/00346543062003307
Plotz, T. (2017). Students’ conceptions of radiation and what to do about them. Physics Education, 52(1), Article 014004. https://doi.org/10.1088/1361-6552/52/1/014004
Plotz, T., & Hopf, M. (2016). Two concepts of radiation: A case study to investigate existing preconceptions. European Journal of Science and Mathematics Education, 4(4), 447–459. https://doi.org/10.30935/scimath/9484
Quarshie, B., Amponsah, A., & Ameyaw, H. O. (2026). A Critical Mixed-Methods Analysis of Student- Teachers ’ Action Research Challenges and Institutional Mediation in Ghanaian Colleges of Education. International Journal of Education and Teaching Zone, 5(1), 1–19. https://doi.org/https://doi.org/10.57092/ijetz.v5i1.743
Ramaligela, S. M. (2021). Exploring pre-service technology teachers’ content and instructional knowledge to determine teaching readiness. International Journal of Technology and Design Education, 31(3), 531–544. https://doi.org/10.1007/s10798-020-09570-5
Rizal, R., Rusdiana, D., Setiawan, W., Siahaan, P., & Ridwan, I. M. (2021). Gender differences in digital literacy among prospective physics teachers. Journal of Physics: Conference Series, 1806, 012004. https://doi.org/10.1088/1742-6596/1806/1/012004
Saputra, J. A., Syefrinando, B., & Susanti, T. (2025). E-Encyclopedia for Biology Education : Design , Development , and Evaluation of an Innovative Learning Resource. International Journal of Education and Teaching Zone, 4(2), 223–242. https://doi.org/https://10.57092/ijetz.v4i2.442
Stylos, G., Siarka, O., & Kotsis, K. T. (2023). Assessing Greek pre-service primary teachers’ scientific literacy. European Journal of Science and Mathematics Education, 11(2), 271–282. https://doi.org/10.30935/scimath/12637
Tsoumanis, K., Stylos, G., & Kotsis, K. (2024). An investigation of primary school students’ scientific literacy. European Journal of Education Studies, 11(2). http://dx.doi.org/10.46827/ejes.v11i2.5195
Wan, L., Xie, S., & Shu, A. (2020). Toward an Understanding of University Students’ Continued Intention to Use MOOCs: When UTAUT Model Meets TTF Model. SAGE Open, 10(3). https://doi.org/10.1177/2158244020941858
Weinberg, A. E., & Sample McMeeking, L. B. (2017). Toward Meaningful Interdisciplinary Education: High School Teachers’ Views of Mathematics and Science Integration. School Science and Mathematics, 117(5), 204–213. https://doi.org/10.1111/ssm.12224
Wong, D., Leong, T. K., Ravindran, S., & Lee, S. L. (2023). Students’ alternative conceptions and risk perceptions of radiation and radioactivity. The Physics Educator, 5(2), 2350009. https://doi.org/10.1142/S2661339523500099
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