Research Article
BibTex RIS Cite

Do computers! Internet! etc. give confidence to students while doing mathematical tasks?

Year 2025, Volume: 8 Issue: 4 - ICETOL 2025 Special Issue, 473 - 489, 30.12.2025
https://doi.org/10.31681/jetol.1793914

Abstract

This study aims to determine whether students from Turkey participating in the PISA 2022 survey feel confident using technology while performing mathematical tasks. In this study, 10 questions regarding feeling confident while performing mathematical tasks in the PISA 2022 survey and students' responses to questions concerning access to technological resources (e.g., computer, home wireless internet, mobile phone with internet, educational software, and applications). The Mann-Whitney U test was employed to analyze the PISA 2022 SPSS dataset. The analysis showed that having a computer and educational software and applications that students can use for homework significantly differed in favor of students who had access to computers, educational software, and applications in all 10 questions related to performing mathematical tasks. Having a mobile phone with internet access and wireless internet at home significantly differed in favor of students who had access to a mobile phone with internet access and wireless internet at home in some of the 10 questions related to performing mathematical tasks.

References

  • Ababa, E. A., Joven, S. M., Santiago, J. B., Mostajo, Y. J. O., Pascual, S. T., Bucasas, J. C., & Francisco, C. D. (2021). The use of educational applications on the student's academic performance. International Journal of Multidisciplinary Studies, 5(1), 92–99.
  • Abide, Ö. F., & Gelişli, Y. (2020). Sosyal bilgiler ders kitaplarının ve öğretim programlarının çocukların güvenli internet kullanımları açısından incelenmesi. Eğitim ve Toplum Araştırmaları Dergisi, 7(1), 248–269.
  • Akca, E. B. (2014). Dijital bölünme kavramı bağlamında Türkiye’de ortaokul öğrencilerinin internet ve sosyal ağ kullanımları: Gaziantep ili örneği. 1. Uluslararası İletişim Bilimleri ve Medya Araştırmaları Kongresi, 12–15.
  • Almasi, M., Machumu, H., & Zhu, C. (2017). Internet use among secondary schools students and its effects on their learning. In INTED2017 Proceedings (pp. 2379–2390). IATED.
  • Alneyadi, S., Wardat, Y., Alshannag, Q., & Abu-Al-Aish, A. (2023). The effect of using smart e-learning app on the academic achievement of eighth-grade students. Eurasia Journal of Mathematics, Science and Technology Education, 19(4), em2248. https://doi.org/10.29333/ejmste/13067
  • As, H., & Eskici, M. (2023). Ortaokul öğrencilerinin hibrit öğretime yönelik tutumları. International Journal of Computers in Education, 6(2), 47-59.
  • Asare, B., & Boateng, F. O. (2025). Self-awareness and self-regulatory learning as mediators between chatgpt usage and pre-service mathematics teacher's self-efficacy. Journal of Pedagogical Research, 9(2), 38-54.
  • Attard, C., & Holmes, K. (2022). An exploration of teacher and student perceptions of blended learning in four secondary mathematics classrooms. Mathematics Education Research Journal, 34, 719–740.
  • Ballesta Pagán, F. J., Lozano Martínez, J., & Cerezo Máiquez, M. C. (2018). Internet use by secondary school students: A digital divide in sustainable societies? Sustainability, 10(10), 3703.
  • Barrera-Osorio, F., & Linden, L. L. (2009). The use and misuse of computers in education: Evidence from a randomized experiment in Colombia (World Bank Policy Research Working Paper No. 4836). World Bank.
  • Barrera-Osorio, F., & Linden, L. L. (2009). The use and misuse of computers in education: Evidence from a randomized experiment in Colombia. World Bank Policy Research Working Paper (4836).
  • Baylak, H. M., Özer, M., Küçükkürkcü, A., & Şimşek, A. (2024). Ders içerikli bilgisayar oyunu: CoğrafyIQ. Ulusal Eğitim Dergisi, 4(5), 1079–1088.
  • Baylak, H. M., Özer, M., Küçükkürkcü, A., & Şimşek, A. (2024). Ders içerikli bilgisayar oyunu: CoğrafyIQ. Ulusal Eğitim Dergisi, 4(5), 1079–1088.
  • Becker, H. J. (2000). Pedagogical motivations for student computer use that lead to student engagement. Educational Technology, 40(5), 5–17.
  • Beder, A., & Ergün, E. (2015). Ortaokul öğrencilerinin güvenli internet kullanım durumlarının belirlenmesi. Journal of Educational Sciences & Practices, 14(27).
  • Bekman, M. (2022). Halkla ilişkiler uygulamalarında nicel araştırma yöntemi: İlişkisel tarama modeli. Meriç Uluslararası Sosyal ve Stratejik Araştırmalar Dergisi, 6(16), 238-258. doi: 10.54707/meric.1143322
  • Bickerton, R. T., & Sangwin, C. J. (2021). Practical online assessment of mathematical proof. International Journal of Mathematical Education in Science and Technology, 53(10), 2637–2660. https://doi.org/10.1080/0020739X.2021.1896813
  • Bıyıklı, F., & Bayat, T. (2022). Lojistik yönetim bölümünde bilgisayar tabanlı eğitim ve öğretim. Journal of Politics Economy and Management, 5(1), 76–97.
  • Boyalı, C. (2020). Öz-kontrol ile akademik erteleme arasındaki ilişkide akıllı telefon bağımlılığının aracı rolünün incelenmesi. [Yayımlanmamış yüksek lisans tezi]. Marmara Üniversitesi, Eğitim Bilimleri Enstitüsü.
  • Byiringiro, E. (2024). The effect of students' self-confidence on mathematics achievement in high school in Korea. East African Journal of Education Studies, 7(1), 231-239. https://doi.org/10.37284/eajes.7.1.1765
  • Cendros Araujo, R., & Gadanidis, G. (2020). Online collaborative mind mapping in a mathematics teacher education program: A study on student interaction and knowledge construction. ZDM Mathematics Education, 52, 943–958.
  • Chen, Q., Yan, Z., Moeyaert, M., & Bangert-Drowns, R. (2025). Mobile multitasking in learning: A meta-analysis of effects of mobilephone distraction on young adults’ immediate recall. Computers in Human Behavior, 162, 108432. https://doi.org/10.1016/j.chb.2024.108432
  • Creswell, J. W. (2017). Eğitim Araştırmaları Nicel Ve Nitel Araştırmanın Planlanması, Yürütülmesi Ve Değerlendirilmesi (H. Ekşi, Çev.). İstanbul: EDAM.
  • De La Cruz, E. M., Meza, M. A. T., & Andrade-Arenas, L. (2023). Mobile application to improve the learning of secondary school students. Advances in Mobile Learning Educational Research, 3(1), 586–595.
  • Demirci, A. (2008). Evaluating the implementation and effectiveness of GIS-based application in secondary school geography lessons. American Journal of Applied Sciences, 5(3), 169–178.
  • Devlin, K. (2019). How technology has changed what it means to think mathematically. In M. Danesi (Ed.), Interdisciplinary perspectives on mathematical cognition (pp. 53–78). Springer.
  • Dikmen, G., Akyıl, E., & Akçay A. O. (2021). Sınıf öğretmenlerinin bilgisayar ve internet kullanımı öz yeterlik algılarının incelenmesi. Uluslararası Liderlik Eğitimi Dergisi, 1(1), 16–25.
  • Dolu, A. (2020). Sosyoekonomik faktörlerin eğitim performansı üzerine etkisi: PISA 2015 Türkiye örneği. Yönetim ve Ekonomi Araştırmaları Dergisi, 18(2), 41-58. https://doi.org/10.11611/yead.607838
  • Durak, A., & Yılmaz, F. G. K. (2019). Artırılmış gerçekliğin eğitsel uygulamaları üzerine ortaokul öğrencilerinin görüşleri. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 19(2), 468–481.
  • Egara, F. O., Eseadi, C., & Nzeadibe, A. C. (2022). Effect of computer simulation on secondary school students’ interest in algebra. Education and Information Technologies, 27(4), 5457-5469.
  • Engelbrecht, J., & Borba, M. C. (2024). Recent developments in using digital technology in mathematics education. ZDM–Mathematics Education, 56(2), 281-292.
  • Engelbrecht, J., Llinares, S., & Borba, M. C. (2020). Transformation of the mathematics classroom with the internet. ZDM Mathematics Education, 52, 825–841.
  • Esen, S., & Karakuş, F. (2025). Ortaokul matematik destekleme ve yetiştirme kurslarında Web 2.0 araçlarının kullanımının incelenmesi. Dokuz Eylül Üniversitesi Buca Eğitim Fakültesi Dergisi, (63), 549-577.
  • Frey, T. (2022). Hyper-individualized learning for a hyper-individualized future. Future of education. https://futuristspeaker.com/future-of-education/hyper-individualized-learning-for-a-hyper-individualized-future/. Accessed 10 Mar 2025.
  • Genç, M., Güven, U., & Söğüt, S. (2021). Fen bilimleri dersinde tablet ve bilgisayar kullanımının öğrenci başarısı ile ilişkisi: Bir TIMSS çalışması. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 21(3), 994–1005.
  • Gökçearslan, Ş., & Seferoğlu, S. S. (2016). Ortaokul öğrencilerinin internet kullanım biçimleri: Riskli davranışlar ve fırsatlar. Gazi Üniversitesi Kastamonu Eğitim Dergisi, 24(1). 383-404.
  • Gonscherowski, P., & Rott, B. (2023). Selecting digital technology: a review of TPACK instruments. In M. Ayalon, B. Koichu, R. Leikin, L. Rubel & M. Tabach (Eds.), Proceedings of the 46th Conference of the International Group for the Psychology of Mathematics Education (Vol. 2, pp. 379–386). PME 46.
  • Graham, G. (2023). AI and Math Education: Exploring new dimensions of learning. FutureschoolAI website. https://www.futureschoolai.com/blog/ai-and-math-education-exploring-new-dimensions-of-learning. Accessed 6 Feb 2025.
  • Güler, T., Ustun, A. B., & Yılmaz, A. (2022). Ortaokul öğrencilerinin matematik eğitiminde mobil uygulamalar kullanım öz yeterliliği. Disiplinlerarası Eğitim Araştırmaları Dergisi, 6(12), 101–112.
  • Hidayat, R., & Wardat, Y. (2024). A systematic review of augmented reality in science, technology, engineering and mathematics education. Education and Information Technologies, 29(8), 9257-9282.
  • Higgins, K., Huscroft-D’Angelo, J., & Crawford, L. (2019). Effects of technology in mathematics on achievement, motivation, and attitude: A meta-analysis. Journal of Educational Computing Research, 57(2), 283-319.
  • Karabatzaki, Z., Stathopoulou, A., Kokkalia, G., Dimitriou, E., Loukeri, P. I., Economou, A., & Drigas, A. (2018). Mobile application tools for students in secondary education: An evaluation study. International Journal of Interactive Mobile Technologies, 12(2), 142-161. https://doi.org/10.3991/ijim.v12i2.8158
  • Kop, Y., & Yiğit, E. Ö. (2017). Ortaokul öğrencilerinin internet kullanımına ilişkin görüşlerinin belirlenmesi. Kafkas Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 19, 159-170. https://doi.org/10.9775/kausbed.2017.010
  • Kuzhan, M. (2019). İnternetin eğitsel nitelikli kullanımı üzerine yapılan araştırmaların analizi. International Journal of Scholars in Education, 2(2), 137–145.
  • Lestari, Y., Tari, S. R., Ramadhani, W. P., & Qudratuddarsi, H. (2025). ChatGPT acceptance and use by generation z pre-service mathematics teachers. Jurnal Inovasi dan Teknologi Pendidikan, 3(3), 378-393.
  • Madden, A., Ford, N., Miller, D., & Levy, P. (2005). Using the Internet in teaching: The views of practitioners. British Journal of Educational Technology, 36(2), 255–280.
  • Menlah, C. K. A., & Boateng, F. O. (2025). Examining the effect of student cognitive awareness and mathematics interest on mathematics achievement. International Journal of Didactical Studies, 6(2), 31438. https://doi.org/10.33902/ijods.202531438.
  • Montes-León, H., Hijón-Neira, R., Pérez-Marín, D., & León, S. R. M. (2019). Improving programming learning on high school students through educative apps. In 2019 International Symposium on Computers in Education (SIIE) (pp. 1–6). IEEE.
  • National Council of Teachers of Mathematics (NCTM). (2000). Principles and standards for school mathematics. National Council of Teachers of Mathematics.
  • Ogur, B., Yılmaz, R. M., & Göktaş, Y. (2017). An examination of secondary school students’ habits of using internet. Pegem Journal of Education and Instruction, 7(3), 421–438.
  • Ökten, M. S. (2024). Türkiye'de dijital dönüşümün eğitimdeki fırsat eşit(siz)liği üzerindeki etkileri. Yayınevi Yok.
  • Özkale, A., & Koç, M. (2014). Tablet bilgisayarlar ve eğitim ortamlarında kullanımı: Bir alanyazın taraması. SDU International Journal of Educational Studies, 1(1), 24–35.
  • Papadakis, S. (2020). Evaluating a game-development approach to teach introductory programming concepts in secondary education. International Journal of Technology Enhanced Learning, 12(2), 127–145.
  • Pelton, T. & Francis Pelton, L. (2024). Using Generative AI in Mathematics Education: Critical Discussions and Practical Strategies for Preservice Teachers, Teachers, and Teacher Educators. In J. Cohen & G. Solano (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference (pp. 1800-1805). Las Vegas, Nevada, United States: Association for the Advancement of Computing in Education (AACE). Retrieved September 28, 2025 from https://www.learntechlib.org/p/224212.
  • Pepin, B., Buchholtz, N., & Salinas-Hernández, U. (2025). A scoping survey of ChatGPT in mathematics education. Digital Experiences in Mathematics Education, (11). 9-41, 10.1007/s40751-025-00172-1
  • Reardon, S. F. (2018). The widening academic achievement gap between the rich and the poor. In Social stratification (pp. 536-550). Routledge.
  • Richard, P. R., Pilar Vélez, M., & Van Vaerenbergh, S. (2023). Mathematics education in the age of artificial intelligence. How artificial intelligence can serve mathematical human learning. Part of the book series: Mathematics Education in the Digital Era (MEDE, volume 17). Springer Nature.
  • Rosen, L. D., Carrier, L. M., & Cheever, N. A. (2013). Facebook and texting made me do it: Media-induced task-switching while studying. Computers in Human Behavior, 29(3), 948-958.
  • Ross, A., & Willson, V. L. (2017). Bağımsız örneklemler T-Testi. Temel ve gelişmiş istatistiksel testlerde. Rotterdam: SensePublishers. doi: 10.1007/978-94-6351-086-8_3
  • Şahin, S. (2023). Sosyal Bilimlerde Araştırma. Ankara: Pegame Akademi
  • Salahli, M. A., Yildirim, E., Gasimzadeh, T., Alasgarova, F., & Guliyev, A. (2017). One mobile application for the development of programming skills of secondary school students. Procedia Computer Science, 120, 502–508.
  • Seralidou, E., & Douligeris, C. (2019). Learning with the AppInventor programming software through the use of structured educational scenarios in secondary education in Greece. Education and Information Technologies, 24(4), 2243–2281.
  • Stanciu, I. D., Bocos, M., & Andronache, D. C. (2012). The role of educational software in secondary school students' academic performance. In The International Scientific Conference eLearning and Software for Education (Vol. 1, p. 330). Carol I National Defence University.
  • Tarimo, R., & Kavishe, G. (2017). Internet access and usage by secondary school students in Morogoro Municipality, Tanzania. International Journal of Education and Development Using ICT, 13(2).
  • Taşyürek, Z. (2022). Ortaokul öğrencilerinin sosyal bilgiler dersine yönelik internet kullanım düzeyleri. Bayburt Eğitim Fakültesi Dergisi, 17(35), 759–791.
  • Tay, L. Y., Lim, C. P., Nair, S. S., & Lim, S. K. (2014). Online software applications for learning: Observations from an elementary school. Educational Media International, 51(2), 146–161.
  • Tsai, M. J., & Tsai, C. C. (2010). Junior high school students’ Internet usage and self-efficacy: A re-examination of the gender gap. Computers & Education, 54(4), 1182–1192.
  • Ünver, F., & Kılıç, R. (2025). Akademik özgüven matematik başarısını ne kadar etkiliyor? Yaşadıkça Eğitim, 39(1), 178–191. https://doi.org/10.33308/26674874.2025391840
  • Vannucci, M., & Colla, V. (2010). Educational software as a learning tool for primary school students. In New achievements in technology education and development (p. 311-324). London: InTech Publishers.
  • Yılmaz, M. B., & Orhan, F. (2010). The use of Internet by high school students for educational purposes in respect to their learning approaches. Procedia - Social and Behavioral Sciences, 2(2), 2143–2150.
  • Yorgancı, S. (2019). Bilgisayar destekli soyut cebir öğretiminin başarıya ve matematiğe karşı tutuma etkisi: ISETL örneği. Türkiye Bilgisayar ve Matematik Eğitimi Dergisi (TURCOMAT), 10(1), 260-289. https://doi.org/10.16949/turkbilmat.473030
  • Yusof, A. P., & Steinmueller, D. L. (2022). Internet usage and academic performance of secondary school students in Indonesia. Journal of Education, 5(2), 27-36. https://doi.org/10.53819/81018102t5067
  • Zawacki-Richter, O., & Latchem, C. (2018). Exploring four decades of research in Computers & Education. Computers & Education, 122, 136–152.
  • Zein, S., Yaniawati, P., & Mudrikah, A. (2024). The role and evaluation of ChatGPT as a virtual tutor in improving students' creative and critical abilities reviewed from probing-prompting abilities. Kreano,Jurnal Matematika Kreatif-Inovatif, 15(2), 501-517.
  • Zhao, L., Lu, Y., Huang, W., & Wang, Q. (2010). Internet inequality: The relationship between high school students’ Internet use in different locations and their Internet self-efficacy. Computers & Education, 55(4), 1405–1423.

Year 2025, Volume: 8 Issue: 4 - ICETOL 2025 Special Issue, 473 - 489, 30.12.2025
https://doi.org/10.31681/jetol.1793914

Abstract

References

  • Ababa, E. A., Joven, S. M., Santiago, J. B., Mostajo, Y. J. O., Pascual, S. T., Bucasas, J. C., & Francisco, C. D. (2021). The use of educational applications on the student's academic performance. International Journal of Multidisciplinary Studies, 5(1), 92–99.
  • Abide, Ö. F., & Gelişli, Y. (2020). Sosyal bilgiler ders kitaplarının ve öğretim programlarının çocukların güvenli internet kullanımları açısından incelenmesi. Eğitim ve Toplum Araştırmaları Dergisi, 7(1), 248–269.
  • Akca, E. B. (2014). Dijital bölünme kavramı bağlamında Türkiye’de ortaokul öğrencilerinin internet ve sosyal ağ kullanımları: Gaziantep ili örneği. 1. Uluslararası İletişim Bilimleri ve Medya Araştırmaları Kongresi, 12–15.
  • Almasi, M., Machumu, H., & Zhu, C. (2017). Internet use among secondary schools students and its effects on their learning. In INTED2017 Proceedings (pp. 2379–2390). IATED.
  • Alneyadi, S., Wardat, Y., Alshannag, Q., & Abu-Al-Aish, A. (2023). The effect of using smart e-learning app on the academic achievement of eighth-grade students. Eurasia Journal of Mathematics, Science and Technology Education, 19(4), em2248. https://doi.org/10.29333/ejmste/13067
  • As, H., & Eskici, M. (2023). Ortaokul öğrencilerinin hibrit öğretime yönelik tutumları. International Journal of Computers in Education, 6(2), 47-59.
  • Asare, B., & Boateng, F. O. (2025). Self-awareness and self-regulatory learning as mediators between chatgpt usage and pre-service mathematics teacher's self-efficacy. Journal of Pedagogical Research, 9(2), 38-54.
  • Attard, C., & Holmes, K. (2022). An exploration of teacher and student perceptions of blended learning in four secondary mathematics classrooms. Mathematics Education Research Journal, 34, 719–740.
  • Ballesta Pagán, F. J., Lozano Martínez, J., & Cerezo Máiquez, M. C. (2018). Internet use by secondary school students: A digital divide in sustainable societies? Sustainability, 10(10), 3703.
  • Barrera-Osorio, F., & Linden, L. L. (2009). The use and misuse of computers in education: Evidence from a randomized experiment in Colombia (World Bank Policy Research Working Paper No. 4836). World Bank.
  • Barrera-Osorio, F., & Linden, L. L. (2009). The use and misuse of computers in education: Evidence from a randomized experiment in Colombia. World Bank Policy Research Working Paper (4836).
  • Baylak, H. M., Özer, M., Küçükkürkcü, A., & Şimşek, A. (2024). Ders içerikli bilgisayar oyunu: CoğrafyIQ. Ulusal Eğitim Dergisi, 4(5), 1079–1088.
  • Baylak, H. M., Özer, M., Küçükkürkcü, A., & Şimşek, A. (2024). Ders içerikli bilgisayar oyunu: CoğrafyIQ. Ulusal Eğitim Dergisi, 4(5), 1079–1088.
  • Becker, H. J. (2000). Pedagogical motivations for student computer use that lead to student engagement. Educational Technology, 40(5), 5–17.
  • Beder, A., & Ergün, E. (2015). Ortaokul öğrencilerinin güvenli internet kullanım durumlarının belirlenmesi. Journal of Educational Sciences & Practices, 14(27).
  • Bekman, M. (2022). Halkla ilişkiler uygulamalarında nicel araştırma yöntemi: İlişkisel tarama modeli. Meriç Uluslararası Sosyal ve Stratejik Araştırmalar Dergisi, 6(16), 238-258. doi: 10.54707/meric.1143322
  • Bickerton, R. T., & Sangwin, C. J. (2021). Practical online assessment of mathematical proof. International Journal of Mathematical Education in Science and Technology, 53(10), 2637–2660. https://doi.org/10.1080/0020739X.2021.1896813
  • Bıyıklı, F., & Bayat, T. (2022). Lojistik yönetim bölümünde bilgisayar tabanlı eğitim ve öğretim. Journal of Politics Economy and Management, 5(1), 76–97.
  • Boyalı, C. (2020). Öz-kontrol ile akademik erteleme arasındaki ilişkide akıllı telefon bağımlılığının aracı rolünün incelenmesi. [Yayımlanmamış yüksek lisans tezi]. Marmara Üniversitesi, Eğitim Bilimleri Enstitüsü.
  • Byiringiro, E. (2024). The effect of students' self-confidence on mathematics achievement in high school in Korea. East African Journal of Education Studies, 7(1), 231-239. https://doi.org/10.37284/eajes.7.1.1765
  • Cendros Araujo, R., & Gadanidis, G. (2020). Online collaborative mind mapping in a mathematics teacher education program: A study on student interaction and knowledge construction. ZDM Mathematics Education, 52, 943–958.
  • Chen, Q., Yan, Z., Moeyaert, M., & Bangert-Drowns, R. (2025). Mobile multitasking in learning: A meta-analysis of effects of mobilephone distraction on young adults’ immediate recall. Computers in Human Behavior, 162, 108432. https://doi.org/10.1016/j.chb.2024.108432
  • Creswell, J. W. (2017). Eğitim Araştırmaları Nicel Ve Nitel Araştırmanın Planlanması, Yürütülmesi Ve Değerlendirilmesi (H. Ekşi, Çev.). İstanbul: EDAM.
  • De La Cruz, E. M., Meza, M. A. T., & Andrade-Arenas, L. (2023). Mobile application to improve the learning of secondary school students. Advances in Mobile Learning Educational Research, 3(1), 586–595.
  • Demirci, A. (2008). Evaluating the implementation and effectiveness of GIS-based application in secondary school geography lessons. American Journal of Applied Sciences, 5(3), 169–178.
  • Devlin, K. (2019). How technology has changed what it means to think mathematically. In M. Danesi (Ed.), Interdisciplinary perspectives on mathematical cognition (pp. 53–78). Springer.
  • Dikmen, G., Akyıl, E., & Akçay A. O. (2021). Sınıf öğretmenlerinin bilgisayar ve internet kullanımı öz yeterlik algılarının incelenmesi. Uluslararası Liderlik Eğitimi Dergisi, 1(1), 16–25.
  • Dolu, A. (2020). Sosyoekonomik faktörlerin eğitim performansı üzerine etkisi: PISA 2015 Türkiye örneği. Yönetim ve Ekonomi Araştırmaları Dergisi, 18(2), 41-58. https://doi.org/10.11611/yead.607838
  • Durak, A., & Yılmaz, F. G. K. (2019). Artırılmış gerçekliğin eğitsel uygulamaları üzerine ortaokul öğrencilerinin görüşleri. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 19(2), 468–481.
  • Egara, F. O., Eseadi, C., & Nzeadibe, A. C. (2022). Effect of computer simulation on secondary school students’ interest in algebra. Education and Information Technologies, 27(4), 5457-5469.
  • Engelbrecht, J., & Borba, M. C. (2024). Recent developments in using digital technology in mathematics education. ZDM–Mathematics Education, 56(2), 281-292.
  • Engelbrecht, J., Llinares, S., & Borba, M. C. (2020). Transformation of the mathematics classroom with the internet. ZDM Mathematics Education, 52, 825–841.
  • Esen, S., & Karakuş, F. (2025). Ortaokul matematik destekleme ve yetiştirme kurslarında Web 2.0 araçlarının kullanımının incelenmesi. Dokuz Eylül Üniversitesi Buca Eğitim Fakültesi Dergisi, (63), 549-577.
  • Frey, T. (2022). Hyper-individualized learning for a hyper-individualized future. Future of education. https://futuristspeaker.com/future-of-education/hyper-individualized-learning-for-a-hyper-individualized-future/. Accessed 10 Mar 2025.
  • Genç, M., Güven, U., & Söğüt, S. (2021). Fen bilimleri dersinde tablet ve bilgisayar kullanımının öğrenci başarısı ile ilişkisi: Bir TIMSS çalışması. Abant İzzet Baysal Üniversitesi Eğitim Fakültesi Dergisi, 21(3), 994–1005.
  • Gökçearslan, Ş., & Seferoğlu, S. S. (2016). Ortaokul öğrencilerinin internet kullanım biçimleri: Riskli davranışlar ve fırsatlar. Gazi Üniversitesi Kastamonu Eğitim Dergisi, 24(1). 383-404.
  • Gonscherowski, P., & Rott, B. (2023). Selecting digital technology: a review of TPACK instruments. In M. Ayalon, B. Koichu, R. Leikin, L. Rubel & M. Tabach (Eds.), Proceedings of the 46th Conference of the International Group for the Psychology of Mathematics Education (Vol. 2, pp. 379–386). PME 46.
  • Graham, G. (2023). AI and Math Education: Exploring new dimensions of learning. FutureschoolAI website. https://www.futureschoolai.com/blog/ai-and-math-education-exploring-new-dimensions-of-learning. Accessed 6 Feb 2025.
  • Güler, T., Ustun, A. B., & Yılmaz, A. (2022). Ortaokul öğrencilerinin matematik eğitiminde mobil uygulamalar kullanım öz yeterliliği. Disiplinlerarası Eğitim Araştırmaları Dergisi, 6(12), 101–112.
  • Hidayat, R., & Wardat, Y. (2024). A systematic review of augmented reality in science, technology, engineering and mathematics education. Education and Information Technologies, 29(8), 9257-9282.
  • Higgins, K., Huscroft-D’Angelo, J., & Crawford, L. (2019). Effects of technology in mathematics on achievement, motivation, and attitude: A meta-analysis. Journal of Educational Computing Research, 57(2), 283-319.
  • Karabatzaki, Z., Stathopoulou, A., Kokkalia, G., Dimitriou, E., Loukeri, P. I., Economou, A., & Drigas, A. (2018). Mobile application tools for students in secondary education: An evaluation study. International Journal of Interactive Mobile Technologies, 12(2), 142-161. https://doi.org/10.3991/ijim.v12i2.8158
  • Kop, Y., & Yiğit, E. Ö. (2017). Ortaokul öğrencilerinin internet kullanımına ilişkin görüşlerinin belirlenmesi. Kafkas Üniversitesi Sosyal Bilimler Enstitüsü Dergisi. 19, 159-170. https://doi.org/10.9775/kausbed.2017.010
  • Kuzhan, M. (2019). İnternetin eğitsel nitelikli kullanımı üzerine yapılan araştırmaların analizi. International Journal of Scholars in Education, 2(2), 137–145.
  • Lestari, Y., Tari, S. R., Ramadhani, W. P., & Qudratuddarsi, H. (2025). ChatGPT acceptance and use by generation z pre-service mathematics teachers. Jurnal Inovasi dan Teknologi Pendidikan, 3(3), 378-393.
  • Madden, A., Ford, N., Miller, D., & Levy, P. (2005). Using the Internet in teaching: The views of practitioners. British Journal of Educational Technology, 36(2), 255–280.
  • Menlah, C. K. A., & Boateng, F. O. (2025). Examining the effect of student cognitive awareness and mathematics interest on mathematics achievement. International Journal of Didactical Studies, 6(2), 31438. https://doi.org/10.33902/ijods.202531438.
  • Montes-León, H., Hijón-Neira, R., Pérez-Marín, D., & León, S. R. M. (2019). Improving programming learning on high school students through educative apps. In 2019 International Symposium on Computers in Education (SIIE) (pp. 1–6). IEEE.
  • National Council of Teachers of Mathematics (NCTM). (2000). Principles and standards for school mathematics. National Council of Teachers of Mathematics.
  • Ogur, B., Yılmaz, R. M., & Göktaş, Y. (2017). An examination of secondary school students’ habits of using internet. Pegem Journal of Education and Instruction, 7(3), 421–438.
  • Ökten, M. S. (2024). Türkiye'de dijital dönüşümün eğitimdeki fırsat eşit(siz)liği üzerindeki etkileri. Yayınevi Yok.
  • Özkale, A., & Koç, M. (2014). Tablet bilgisayarlar ve eğitim ortamlarında kullanımı: Bir alanyazın taraması. SDU International Journal of Educational Studies, 1(1), 24–35.
  • Papadakis, S. (2020). Evaluating a game-development approach to teach introductory programming concepts in secondary education. International Journal of Technology Enhanced Learning, 12(2), 127–145.
  • Pelton, T. & Francis Pelton, L. (2024). Using Generative AI in Mathematics Education: Critical Discussions and Practical Strategies for Preservice Teachers, Teachers, and Teacher Educators. In J. Cohen & G. Solano (Eds.), Proceedings of Society for Information Technology & Teacher Education International Conference (pp. 1800-1805). Las Vegas, Nevada, United States: Association for the Advancement of Computing in Education (AACE). Retrieved September 28, 2025 from https://www.learntechlib.org/p/224212.
  • Pepin, B., Buchholtz, N., & Salinas-Hernández, U. (2025). A scoping survey of ChatGPT in mathematics education. Digital Experiences in Mathematics Education, (11). 9-41, 10.1007/s40751-025-00172-1
  • Reardon, S. F. (2018). The widening academic achievement gap between the rich and the poor. In Social stratification (pp. 536-550). Routledge.
  • Richard, P. R., Pilar Vélez, M., & Van Vaerenbergh, S. (2023). Mathematics education in the age of artificial intelligence. How artificial intelligence can serve mathematical human learning. Part of the book series: Mathematics Education in the Digital Era (MEDE, volume 17). Springer Nature.
  • Rosen, L. D., Carrier, L. M., & Cheever, N. A. (2013). Facebook and texting made me do it: Media-induced task-switching while studying. Computers in Human Behavior, 29(3), 948-958.
  • Ross, A., & Willson, V. L. (2017). Bağımsız örneklemler T-Testi. Temel ve gelişmiş istatistiksel testlerde. Rotterdam: SensePublishers. doi: 10.1007/978-94-6351-086-8_3
  • Şahin, S. (2023). Sosyal Bilimlerde Araştırma. Ankara: Pegame Akademi
  • Salahli, M. A., Yildirim, E., Gasimzadeh, T., Alasgarova, F., & Guliyev, A. (2017). One mobile application for the development of programming skills of secondary school students. Procedia Computer Science, 120, 502–508.
  • Seralidou, E., & Douligeris, C. (2019). Learning with the AppInventor programming software through the use of structured educational scenarios in secondary education in Greece. Education and Information Technologies, 24(4), 2243–2281.
  • Stanciu, I. D., Bocos, M., & Andronache, D. C. (2012). The role of educational software in secondary school students' academic performance. In The International Scientific Conference eLearning and Software for Education (Vol. 1, p. 330). Carol I National Defence University.
  • Tarimo, R., & Kavishe, G. (2017). Internet access and usage by secondary school students in Morogoro Municipality, Tanzania. International Journal of Education and Development Using ICT, 13(2).
  • Taşyürek, Z. (2022). Ortaokul öğrencilerinin sosyal bilgiler dersine yönelik internet kullanım düzeyleri. Bayburt Eğitim Fakültesi Dergisi, 17(35), 759–791.
  • Tay, L. Y., Lim, C. P., Nair, S. S., & Lim, S. K. (2014). Online software applications for learning: Observations from an elementary school. Educational Media International, 51(2), 146–161.
  • Tsai, M. J., & Tsai, C. C. (2010). Junior high school students’ Internet usage and self-efficacy: A re-examination of the gender gap. Computers & Education, 54(4), 1182–1192.
  • Ünver, F., & Kılıç, R. (2025). Akademik özgüven matematik başarısını ne kadar etkiliyor? Yaşadıkça Eğitim, 39(1), 178–191. https://doi.org/10.33308/26674874.2025391840
  • Vannucci, M., & Colla, V. (2010). Educational software as a learning tool for primary school students. In New achievements in technology education and development (p. 311-324). London: InTech Publishers.
  • Yılmaz, M. B., & Orhan, F. (2010). The use of Internet by high school students for educational purposes in respect to their learning approaches. Procedia - Social and Behavioral Sciences, 2(2), 2143–2150.
  • Yorgancı, S. (2019). Bilgisayar destekli soyut cebir öğretiminin başarıya ve matematiğe karşı tutuma etkisi: ISETL örneği. Türkiye Bilgisayar ve Matematik Eğitimi Dergisi (TURCOMAT), 10(1), 260-289. https://doi.org/10.16949/turkbilmat.473030
  • Yusof, A. P., & Steinmueller, D. L. (2022). Internet usage and academic performance of secondary school students in Indonesia. Journal of Education, 5(2), 27-36. https://doi.org/10.53819/81018102t5067
  • Zawacki-Richter, O., & Latchem, C. (2018). Exploring four decades of research in Computers & Education. Computers & Education, 122, 136–152.
  • Zein, S., Yaniawati, P., & Mudrikah, A. (2024). The role and evaluation of ChatGPT as a virtual tutor in improving students' creative and critical abilities reviewed from probing-prompting abilities. Kreano,Jurnal Matematika Kreatif-Inovatif, 15(2), 501-517.
  • Zhao, L., Lu, Y., Huang, W., & Wang, Q. (2010). Internet inequality: The relationship between high school students’ Internet use in different locations and their Internet self-efficacy. Computers & Education, 55(4), 1405–1423.
There are 75 citations in total.

Details

Primary Language English
Subjects Instructional Technologies
Journal Section Research Article
Authors

Menekşe Eskici 0000-0001-6217-3853

Nur Serin Erel 0009-0005-8503-0317

Submission Date September 30, 2025
Acceptance Date December 24, 2025
Publication Date December 30, 2025
Published in Issue Year 2025 Volume: 8 Issue: 4 - ICETOL 2025 Special Issue

Cite

APA Eskici, M., & Serin Erel, N. (2025). Do computers! Internet! etc. give confidence to students while doing mathematical tasks? Journal of Educational Technology and Online Learning, 8(4 - ICETOL 2025 Special Issue), 473-489. https://doi.org/10.31681/jetol.1793914