Research Article
BibTex RIS Cite

Year 2025, Volume: 8 Issue: 4 - ICETOL 2025 Special Issue, 394 - 408, 30.12.2025
https://doi.org/10.31681/jetol.1791244

Abstract

Project Number

2025/043

References

  • Allen, D. W., & Ryan, K. (1969). Microteaching. Reading, MA: Addison-Wesley.
  • Allsopp, D. H., DeMarie, D., Alvarez-McHatton, P. & Doone, E. (2006). Bridging the gap between theory and practice: Connecting courses with field experience. Teacher Education Quarterly 33(1), 19-35.
  • Bal, A. P. (2020). Investigation of attitude and anxiety levels of primary school undergraduate students about mathematics teaching. Bolu Abant İzzet Baysal University Journal of Faculty of Education, 20(4), 1608-1622. https://dx.doi.org/10.17240/aibuefd.2020.20.58249-613284
  • Bandura, A. (1997). Self-efficacy: The exercise of control. W.H. Freeman and Company.
  • Batar, M., & Aydın, İ. S. (2014). Evaluation of Turkish teacher candidates’ self- efficacy beliefs of written expression. International Journal of Language Academy, 2(4), 579-598.
  • Bindak, R. (2005). Math anxiety scale for elementary school students. Science and Engineering Journal of Firat University, 17(2), 442-448.
  • Birisci, S., & Kul, U. (2019). Predictors of technology integration self-efficacy beliefs of preservice teachers. Contemporary Educational Technology, 10(1), 75-93. https://doi.org/10.30935/cet.512537
  • Boztepe, C. (2025). Artificial intelligence applications in education: opportunities, limitations, and ethical debates. Dumlupınar University Graduate School of Education Journal, 9(1), 98-121. https://doi.org/10.71272/debder.1706141
  • Briley, J. S. (2012). The relationships among mathematics teaching efficacy, mathematics self-efficacy, and mathematical beliefs for elementary pre-service teachers. Issues in the Undergraduate Mathematics Preparation of School Teachers, 5, 1-13.
  • Brown, A. B., Westenskow, A., & Moyer-Packenham, P. S. (2011). Elementary pre-service teachers: can they experience mathematics teaching anxiety without having mathematics anxiety?. Issues in the Undergraduate Mathematics Preparation of School Teachers, 5, 1-14.
  • Büyüköztürk, Ş. (2023). Sosyal bilimler için veri analizi el kitabı istatistik, araştırma deseni Spss uygulamaları ve yorum. Pegem Akademi.
  • Çayak, S. (2024). Investigating the relationship between teachers’ attitudes toward artificial intelligence and their artificial intelligence literacy. Journal of Educational Technology and Online Learning, 7(4), 367-383. https://doi.org/10.31681/jetol.1490307
  • Çelik, F., & Önal, A. S. (2005). Öğretimde planlama ve değerlendirme dersi öğretim programının değerlendirilmesi. Pamukkale University Journal of Education, 18(18), 31-49.
  • Çelik, M. (2021). Investigation of teacher candidates' teaching maths anxiety and teaching maths competencies. International Journal of Progressive Education, 17(6), 158-167. https://doi.org/10.29329/ijpe.2021.382.11
  • Çelik-Görgüt, R. (2023). Yapay zeka ve matematik eğitimi. In A. Kuloğlu (Ed.) Eğitim & Bilim IV (pp. 43-60). Efe Akademi Yayınları.
  • Çenberci, S. (2019). The examination of prospective mathematics teachers’ mathematics teaching anxiety levels. Journal of Theoretical Educational Sciences, 12(4), 1193-1208. https://doi.org/10.30831/akukeg.455708
  • Çiftçi, A., & Topçu, M. S. (2022). Improving early childhood pre-service teachers’ computational thinking teaching self-efficacy beliefs in a STEM course. Research in Science & Technological Education, 41(4), 1215–1241. https://doi.org/10.1080/02635143.2022.2036117
  • Demir, B., & Beyazhançer, R. (2024). Investigation of artificial intelligence self-efficacy of prospective elementary mathematics teachers in terms of some variables. International Journal of Social and Humanities Sciences Research, 11(113), 2393-2398. https://doi.org/10.5281/zenodo.14279357
  • Demirtaş, H., Cömert, M., & Özer, N. (2011). Pre-service teachers’ self-efficacy beliefs and attitudes towards profession. Education and Science, 36(159), 96-111.
  • Deringöl, Y. (2018). An examination of the mathematics teaching efficacy and the mathematics teaching anxiety of classroom teacher candidates. Journal of Theoretical Educational Science, 11(2), 261-278. http://dx.doi.org/10.30831/akukeg.364483
  • Dinçer, B., Akarsu, E. & Yılmaz, S. (2016). The investigation of perceptions of math literacy self-efficacy and mathematics teaching efficacy belief levels of preservice primary mathematics teachers. Turkish Journal of Computer and Mathematics Education, 7(1), 207-228.
  • Doruk, M., & Kaplan, A. (2012). Examining prospective primary school teachers’ self-efficacy beliefs toward mathematics teaching. International Journal of Social Science, 5(7), 291-302. https://doi.org/10.9761/jasss_250
  • Dreger, R. M., and Aiken, L. R. (1957). The identification of number anxiety in a college population. Journal of Educational Psychology, 48(6), 344-351. https://doi.org/10.1037/h0045894
  • Durak, G., & Çankaya, S. (2024). Are alarm bells ringing in academia? ChatGPT as a sample of using chatbots in education. Turkish Online Journal of Distance Education, 25(3), 1-17. https://doi.org/10.17718/tojde.1353737
  • Durak, G., Çankaya, S., Esinbay, E., Yaman, H. E., Can, S., Özdemir, D., ... & İncemen, S. (2025). The critical role of structured training in GenAI adoption: A longitudinal case study on student perceptions and skills development. International Journal of Technology and Design Education, 1-26. https://doi.org/10.1007/s10798-025-10025-y
  • Durak, G., Çankaya, S., Özdemir, D., & Can, S. (2024). Artificial intelligence in education: A bibliometric study on its role in transforming teaching and learning. International Review of Research in Open and Distributed Learning, 25(3), 219–244. https://doi.org/10.19173/irrodl.v25i3.7757
  • Duralar, B. (2024). Artificial intelligence research in mathematics education: A systematic review. (Publication No. 875050) [Master’s Thesis, Balıkesir University]. CoHE Thesis Center.
  • Eke, O. E. (2024). Assessing the readiness and attitudes of Nigerian teacher educators towards adoption of artificial intelligence in educational settings. Journal of Educational Technology and Online Learning, 7(4), 473-487. https://doi.org/10.31681/jetol.1503305
  • Enochs, L. G., Smith, P. L., & Huinker, D. A. (2000). Establishing factorial validity of the mathematics teaching efficacy beliefs instrument. School Science and Mathematics, 100(4), 194-202. https://doi.org/10.1111/j.1949-8594.2000.tb17256.x
  • Esendemir, Ö., Çırak, S., & Samancıoğlu, M. (2015). Pre-service elementary math teachers’ opinions about mathematics teaching competencies. Gaziantep University Journal of Social Sciences, 14(1), 217-239. https://doi.org/10.21547/jss.256787
  • Farrokhnia, M., Banihashem, S. K., Noroozi, O., & Wals, A. (2023). A SWOT analysis of ChatGPT: Implications for educational practice and research. Innovations in Education and Teaching International, 61(3), 460–474. https://doi.org/10.1080/14703297.2023.2195846
  • Giles, R. M., Byrd, K. O., & Bendolph, A. (2016). An investigation of elementary preservice teachers’ self-efficacy for teaching mathematics. Cogent Education, 3(1). https://doi.org/10.1080/2331186X.2016.1160523
  • Gorospe, J. D. (2022). Pre-service teachers’ teaching anxiety, teaching self-efficacy, and problems encountered during the practice teaching course. Journal of Education and Learning, 11(4), 84-91. https://doi.org/10.5539/jel.v11n4p84
  • Gözel, E., & Toptaş, V. (2017). The relationship between mathematical teaching efficacy beliefs and reflective thinking skills of pre-service primary school teachers. Cumhuriyet International Journal of Education, 6(4), 412-425. https://doi.org/10.30703/cije.327172
  • Gulistan, M., Athar-Hussain, M., & Mushtaq, M. (2017). Relationship between mathematics teachers' self efficacy and students' academic achievement at secondary level. Bulletin of Education and Research, 39(3), 171-182.
  • Haciomeroglu, G. (2014). Elementary pre-service teachers' mathematics anxiety and mathematics teaching anxiety. International Journal for Mathematics Teaching and Learning, 3, 1-10.
  • Hacıömeroğlu, G., & Şahin-taşkın, Ç. (2010). Elementary preservice teachers’ mathematics teaching efficacy belief. Journal of Uludag University Faculty of Education, 23(2), 539-555.
  • Hendricks, W., Olawale, B.E., & Saddiq, K. (2024). An Investigation of high school preservice teachers’ self-efficacy in teaching mathematics. Education. Sciences. 14(11), 1262. https://doi.org/10.3390/educsci14111262
  • Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Boston: Centre for Curriculum Redesign.
  • Jamal, A. (2023). The role of artificial intelligence (AI) in teacher education: opportunities & challenges. International Journal of Research and Analytical Reviews (IJRAR), 10(1), 139-146.
  • Jo, H. (2024). From concerns to benefits: a comprehensive study of ChatGPT usage in education. International Journal of Educational Technology in Higher Education, 21(35), 2-29. https://doi.org/10.1186/s41239-024-00471-4
  • Kacar, M., & Sarıçam, H. (2015). The examination of the relationship between metacognitive awareness and math anxiety levels in pre-service primary school teachers. Trakya Journal of Education, 5(2), 137-152.
  • Kaleli Yılmaz, G., & Ergün, A. (2017). How does the level of technology usage of mathematics teacher candidates change with micro-teaching method? Bayburt Eğitim Fakültesi Dergisi, 12(24), 573-592.
  • Kara, E. (2024). 21. Yüzyıl matematik eğitiminde yapay zekâ: teknolojik dönüşümde global stratejiler. Çocuk ve Medeniyet, 9(15), 8-43. https://doi.org/10.47646/CMD.2024.334
  • Karadağ, N. (2023). The impact of artificial intelligence on online assessment: A preliminary review. Journal of Educational Technology and Online Learning, 6(4), 822-837. https://doi.org/10.31681/jetol.1351548
  • Karaman, M.R. & Goksu, I. (2024). Are lesson plans created by ChatGPT more effective? An experimental study. International Journal of Technology in Education (IJTE), 7(1), 107- 127. https://doi.org/10.46328/ijte.607
  • Keskin, D., & Sevli, O. (2024). Artificial intelligence and ethics in education. In International Topkapı Congress III (pp. 38-43).
  • Kılıc, A. (2010). Learner-centered micro teaching in teacher education. International Journal of Instruction, 3(1), 60-100.
  • Kocagül, M. & Ünal Çoban, G. (2024). Evaluation of pre-service science and math teachers’ online teaching experiences within the TPACK framework. Journal of Educational Technology and Online Learning, 7(2), 149-167. https://doi.org/10.31681/jetol.1332419
  • Kurt, H., & Ekici, G. (2013). The effect of the educational planning and evaluation lesson on pre-service teachers’ self-efficacy beliefs related to the teaching process. Elementary Education Online, 12(4), 1157-1172.
  • Kurt, H., Ekici, G., & Güngör, F. (2014). The effect of classroom management course on self-efficacy of student teachers regarding teaching. Procedia-Social and Behavioral Sciences, 116, 791-795. https://doi.org/10.1016/j.sbspro.2014.01.299
  • Lau, W. W. F. (2022). Predicting pre-service mathematics teachers’ teaching and learning conceptions: the role of mathematical beliefs, mathematics self-efficacy, and mathematics teaching efficacy. International Journal of Science and Mathematics Education, 20, 1141-1160. https://doi.org/10.1007/s10763-021-10204-y
  • Luckin, R, & Holmes, W. (2016) Intelligence unleashed: an argument for ai in education. UCL Knowledge Lab: London, UK.
  • McMinn, M., & Aldridge, J. (2020). Learning environment and anxiety for learning and teaching mathematics among preservice teachers. Learning Environments Research, 23, 331–345. https://doi.org/10.1007/s10984-019-09304-y
  • Nayıroğlu, B., & Tutak, T. (2024). The role of artificial intelligence in mathematics teaching: analysing the tools used in education. Turkish Journal of Educational Studies, 11(1), 65-78. https://doi.org/10.33907/turkjes.1415591
  • Olson, A., & Stoehr, K. (2019). From numbers to narratives: Preservice teachers’ experiences with mathematics anxiety and mathematics teaching anxiety. School Science and Mathematics, 119(2), 72–82. https://doi.org/10.1111/ssm.12320
  • Orak, C., & Turan, Z. (2024). Using artificial intelligence in digital video production: A systematic review study. Journal of Educational Technology and Online Learning, 7(3), 286-307. https://doi.org/10.31681/jetol.1459434
  • Ozben, A., & Kilicoglu, E. (2021). The development process of classroom teacher candidates for teaching mathematics: self-efficacy, anxiety and professional belief. Participatory Educational Research (PER), 8(2), 129-146. https://doi.org/10.17275/per.21.33.8.2
  • Özdemir, M., & Doğruöz, E. (2020). Bilimsel Araştırma Desenleri. In N. Cemaloğlu (Ed.) Bilimsel Araştırma Teknikler ve Etik. (pp. 65-102). Ankara.
  • Özdemir, S. M. (2008). An investigation of prospective primary teachers’ self-efficacy beliefs regarding teaching process in terms of certain variables. Educational Administration: Theory and Practice, 54, 277-306.
  • Özpınar, İ. (2021). Self, peer, group and faculty member assessment: from the perspective of teacher competencies. Cumhuriyet International Journal of Education, 10(3), 949-973. https://doi.org/10.30703/cije.754885
  • Öztürk, S., & Serin, M. K. (2020). Examination of pre-service primary school teachers’ metacognitive awareness with anxiety towards mathematics teaching. Kastamonu Education Journal, 28(2), 1013-1025. https://doi.org/10.24106/kefdergi.705074
  • Öztürk, Y., Özer, Z. & Gangal, M. (2022). Investigation of pre-service teachers’ planning process of the activity plan. Journal of Education for Life, 36(3), 751-774. https://doi.org/10.33308/26674874.2022363464
  • Patkin, D., & Greenstein, Y. (2020). Mathematics anxiety and mathematics teaching anxiety of in-service and pre-service primary school teachers. Teacher Development, 24(4), 502-519, https://doi.org/10.1080/13664530.2020.1785541
  • Peker, M. (2006). The development of mathematics teaching anxiety scale. Eğitim Bilimleri ve Uygulama, 5(9), 73-92.
  • Peker, M. (2009a). Pre-service teachers’ teaching anxiety about mathematics and their learning styles. Eurasia Journal of Mathematics, Science and Technology Education, 5(4), 335-345. https://doi.org/10.12973/ejmste/75284
  • Peker, M. (2009b). The use of expanded microteaching for reducing pre-service teachers' teaching anxiety about mathematics. Scientific Research and Essay, 4(9), 872-880.
  • Peker, M., & Ertekin, E. (2011). The relationship between mathematics teaching anxiety and mathematics anxiety. The New Educational Review, 23(1), 213-226.
  • Pul, H. H., & Aksu, H. H. (2020). Primary school teachers’ and prospective teachers’ self-sufficiency confidence on teaching maths. Journal of Education, Theory and Practical Research, 6(1), 99-114.
  • Remesh A. (2013). Microteaching, an efficient technique for learning effective teaching. Journal of Research in Medical Sciences, 18(2), 158–163.
  • Richardson, F. C., & Suinn, R. M. (1972). The mathematics anxiety rating scale: psychometric data. Journal of Counseling Psychology, 19(6), 551–554. https://doi.org/10.1037/h0033456
  • Şahinkaya, N. (2008). Comparison of class teachers' and preservice teachers? roles in teaching-learning process and self-efficacy beliefs and teacher preparation programs in Turkey and Finland. (Publication No. 218470) [Doctora Thesis, Gazi University]. CoHE Thesis Center.
  • Segarra, J., & Julià, C. (2022). Mathematics teaching efficacy belief and attitude of pre-service teachers and academic achievement. European Journal of Science and Mathematics Education, 10(1), 1-14. https://doi.org/10.30935/scimath/11381
  • Serin, M. K. (2017). Investigation of pre-service primary school teachers’ mathematics anxiety and mathematics teaching anxiety. International Congress of Eurasian Social Sciences (ICOESS), 8(28), (CCXXVII- CCXLIII).
  • Shulman, L. S. (1986). Those who understand: Knowledge growth in teaching. Educational Researcher, 15(2), 4–14.
  • Sırmacı, N. & Konyalıoğlu, A.C. (2021). Preservice elementary mathematics teachers’ self-efficacy beliefs towards instruction process. Ereğli Faculty of Education Journal (NEUEEFD), 3(2), 144-155. https://doi.org/10.51119/ereegf.2022.17
  • Sok, S. (2023, February 15). Opinion: benefits and risks of chatgpt in education. Cambodianess.
  • Sok, S., & Heng, K. (2023). ChatGPT for education and research: A review of benefits and risks. Cambodian Journal of Educational Research, 3(1), 110-121.
  • Swars, S., Hart, L. C., Smith, S. Z., Smith, M. E., & Tolar, T. (2007). A longitudinal study of elementary pre-service teachers’ mathematics beliefs and content knowledge. School Science and Mathematics, 107(8), 325-335. https://doi.org/10.1111/j.1949-8594.2007.tb17797.x
  • Tapan Broutın, M. S., (2024). Exploring mathematics teacher candidates’ instrumentation process of generative artificial intelligence for developing lesson plans. TÜBA Higher Education Research/Review, 14(1), 165-176. https://doi.org/10.53478/yuksekogretim.1347061
  • Tatar, E., Zengin, Y., & Kağızmanlı, T. B. (2015). What is the relationship between technology and mathematics teaching anxiety?. Journal of Educational Technology & Society, 18 (1), 67–76.
  • Temur, S. (2024). Potential benefits of integrating artificial intelligence into the education system. Western Anatolia Journal of Educational Sciences, 15(3), 2621-2656. https://doi.org/10.51460/baebd.1541524
  • Tertemiz, N., & Şahinkaya, N. (2010). The effects of project and activitiy-supported instruction on preservice elementary teachers’ mathematics teaching efficacy beliefs. Bolu Abant İzzet Baysal University Journal of Faculty of Education, 10(1), 87-98.
  • Tüzer-Ünsal, G., & Akay, C. (2020). High school students' mathematics achievement, anxiety and attitudes towards ınstructional technologies: geogebra dynamic software. Kastamonu Education Journal, 28(1), 234-252. http://dx.doi.org/10.24106/kefdergi.3538
  • Unlu, M., Ertekin, E., & Dilmac, B. (2017). Predicting relationships between mathematics anxiety, mathematics teaching anxiety, self-efficacy beliefs towards mathematics and mathematics teaching. International Journal of Research in Education and Science, 3(2), 636-645.
  • Utley, J., Moseley, C., & Bryant, R. (2010). Relationship between science and mathematics teaching efficacy of preservice elementary teachers. School Science and Mathematics, 105(2), 82-87. https://doi.org/10.1111/j.1949-8594.2005.tb18040.x
  • Yavuz, G., Arslan, Ç., & Batdal Karaduman, G. (2018). The relation between prospective mathematics teachers’ inquiry skills and mathematics teaching anxiety. Turkish Studies Educational Sciences, 13(11), 1461-1471. http://dx.doi.org/10.7827/TurkishStudies.13360
  • Yazlık, D. Ö., & Çetin, İ. (2020). Examining the relationship between mathematics anxiety and mathematics teaching anxiety of prospective mathematics teachers. Turkish Journal of Computer and Mathematics Education, 11(3), 646-667. https://doi.org/10.16949/turkbilmat.605951
  • Yerlikaya, G., & Takunyacı, M. (2020). Investigation of self-efficacy perceptions towards mathematics as predictors of mathematics teachers’ teaching efficacy beliefs. Journal of Individual Differences in Education, 2(1), 42-51.
  • Yeşilyurt, E. (2021). Öğretimde plan yapma: Boyutlar, ilkeler, faydalar, hatalar. INSAC International Congress on Scientific Developments for Social and Education Sciences, (pp.92-100). Konya, Türkiye.
  • Yıldız, H. (2022). Preservice elementary mathematics teachers’ evaluations of microteaching practices. Turkish Journal of Mathematics Education, 3(3), 1-25.
  • Yuskovych-Zhukovska, V., Poplavska, T., Diachenko, O., Mishenina, T., Topolnyk, Y., & Gurevych, R. (2022). Application of artificial intelligence in education. problems and opportunities for sustainable development. Broad Research in Artificial Intelligence and Neuroscience, 13(1), 339-356. https://doi.org/10.18662/brain/13.1Sup1/322
  • Zehir, H., Zehir, K., & Ağgül-Yalçın, F. (2019). Investigation of pre-school teachers’ mathematics teaching competence beliefs according to various variables. International Journal of Education Science and Technology, 5(1), 1-14.
  • Zengin, Y. (2017). The investigation of the effect of GeoGebra software on mathematics anxiety and mathematics teaching anxiety. YYU Journal of Education Faculty, 14(1), 908-939.

Investigation of pre-service Mathematics teachers' instructional competencies in ChatGPT-supported lesson planning process

Year 2025, Volume: 8 Issue: 4 - ICETOL 2025 Special Issue, 394 - 408, 30.12.2025
https://doi.org/10.31681/jetol.1791244

Abstract

In today's world, where digitalization in education is gaining momentum, it is important to investigate the impact of AI-supported lesson planning on teacher competencies. The purpose of this study is to analyze the effect of ChatGPT-supported lesson planning on the instructional competency scores of pre-service mathematics teachers. A one-group pre-test-post-test experimental design was employed. The study group consisted of 17 third-year pre-service secondary school mathematics teachers from a state university in western Türkiye, selected via criterion sampling. Data were collected using three instruments: the Mathematics Teaching Efficacy Scale (MTES), the Mathematics Teaching Anxiety Scale (MTAS), and the Self-Efficacy Beliefs Regarding the Teaching Process Scale (SB-TPS). The data were analyzed using SPSS 20.0, following normality tests. Results indicated a decrease in the total scores for mathematics teaching competencies and mathematics teaching anxiety, while an increasing trend was observed in self-efficacy beliefs regarding the teaching process; however, these changes were not statistically significant. This study represents an initial step, highlighting the need for further research to advance a comprehensive understanding of AI integration in teacher education.

Ethical Statement

The study was approved on 13.01.2025 by Ethics Committee of Balıkesir University (approval number E-16031472-108.01-472813).

Supporting Institution

Balıkesir University

Project Number

2025/043

References

  • Allen, D. W., & Ryan, K. (1969). Microteaching. Reading, MA: Addison-Wesley.
  • Allsopp, D. H., DeMarie, D., Alvarez-McHatton, P. & Doone, E. (2006). Bridging the gap between theory and practice: Connecting courses with field experience. Teacher Education Quarterly 33(1), 19-35.
  • Bal, A. P. (2020). Investigation of attitude and anxiety levels of primary school undergraduate students about mathematics teaching. Bolu Abant İzzet Baysal University Journal of Faculty of Education, 20(4), 1608-1622. https://dx.doi.org/10.17240/aibuefd.2020.20.58249-613284
  • Bandura, A. (1997). Self-efficacy: The exercise of control. W.H. Freeman and Company.
  • Batar, M., & Aydın, İ. S. (2014). Evaluation of Turkish teacher candidates’ self- efficacy beliefs of written expression. International Journal of Language Academy, 2(4), 579-598.
  • Bindak, R. (2005). Math anxiety scale for elementary school students. Science and Engineering Journal of Firat University, 17(2), 442-448.
  • Birisci, S., & Kul, U. (2019). Predictors of technology integration self-efficacy beliefs of preservice teachers. Contemporary Educational Technology, 10(1), 75-93. https://doi.org/10.30935/cet.512537
  • Boztepe, C. (2025). Artificial intelligence applications in education: opportunities, limitations, and ethical debates. Dumlupınar University Graduate School of Education Journal, 9(1), 98-121. https://doi.org/10.71272/debder.1706141
  • Briley, J. S. (2012). The relationships among mathematics teaching efficacy, mathematics self-efficacy, and mathematical beliefs for elementary pre-service teachers. Issues in the Undergraduate Mathematics Preparation of School Teachers, 5, 1-13.
  • Brown, A. B., Westenskow, A., & Moyer-Packenham, P. S. (2011). Elementary pre-service teachers: can they experience mathematics teaching anxiety without having mathematics anxiety?. Issues in the Undergraduate Mathematics Preparation of School Teachers, 5, 1-14.
  • Büyüköztürk, Ş. (2023). Sosyal bilimler için veri analizi el kitabı istatistik, araştırma deseni Spss uygulamaları ve yorum. Pegem Akademi.
  • Çayak, S. (2024). Investigating the relationship between teachers’ attitudes toward artificial intelligence and their artificial intelligence literacy. Journal of Educational Technology and Online Learning, 7(4), 367-383. https://doi.org/10.31681/jetol.1490307
  • Çelik, F., & Önal, A. S. (2005). Öğretimde planlama ve değerlendirme dersi öğretim programının değerlendirilmesi. Pamukkale University Journal of Education, 18(18), 31-49.
  • Çelik, M. (2021). Investigation of teacher candidates' teaching maths anxiety and teaching maths competencies. International Journal of Progressive Education, 17(6), 158-167. https://doi.org/10.29329/ijpe.2021.382.11
  • Çelik-Görgüt, R. (2023). Yapay zeka ve matematik eğitimi. In A. Kuloğlu (Ed.) Eğitim & Bilim IV (pp. 43-60). Efe Akademi Yayınları.
  • Çenberci, S. (2019). The examination of prospective mathematics teachers’ mathematics teaching anxiety levels. Journal of Theoretical Educational Sciences, 12(4), 1193-1208. https://doi.org/10.30831/akukeg.455708
  • Çiftçi, A., & Topçu, M. S. (2022). Improving early childhood pre-service teachers’ computational thinking teaching self-efficacy beliefs in a STEM course. Research in Science & Technological Education, 41(4), 1215–1241. https://doi.org/10.1080/02635143.2022.2036117
  • Demir, B., & Beyazhançer, R. (2024). Investigation of artificial intelligence self-efficacy of prospective elementary mathematics teachers in terms of some variables. International Journal of Social and Humanities Sciences Research, 11(113), 2393-2398. https://doi.org/10.5281/zenodo.14279357
  • Demirtaş, H., Cömert, M., & Özer, N. (2011). Pre-service teachers’ self-efficacy beliefs and attitudes towards profession. Education and Science, 36(159), 96-111.
  • Deringöl, Y. (2018). An examination of the mathematics teaching efficacy and the mathematics teaching anxiety of classroom teacher candidates. Journal of Theoretical Educational Science, 11(2), 261-278. http://dx.doi.org/10.30831/akukeg.364483
  • Dinçer, B., Akarsu, E. & Yılmaz, S. (2016). The investigation of perceptions of math literacy self-efficacy and mathematics teaching efficacy belief levels of preservice primary mathematics teachers. Turkish Journal of Computer and Mathematics Education, 7(1), 207-228.
  • Doruk, M., & Kaplan, A. (2012). Examining prospective primary school teachers’ self-efficacy beliefs toward mathematics teaching. International Journal of Social Science, 5(7), 291-302. https://doi.org/10.9761/jasss_250
  • Dreger, R. M., and Aiken, L. R. (1957). The identification of number anxiety in a college population. Journal of Educational Psychology, 48(6), 344-351. https://doi.org/10.1037/h0045894
  • Durak, G., & Çankaya, S. (2024). Are alarm bells ringing in academia? ChatGPT as a sample of using chatbots in education. Turkish Online Journal of Distance Education, 25(3), 1-17. https://doi.org/10.17718/tojde.1353737
  • Durak, G., Çankaya, S., Esinbay, E., Yaman, H. E., Can, S., Özdemir, D., ... & İncemen, S. (2025). The critical role of structured training in GenAI adoption: A longitudinal case study on student perceptions and skills development. International Journal of Technology and Design Education, 1-26. https://doi.org/10.1007/s10798-025-10025-y
  • Durak, G., Çankaya, S., Özdemir, D., & Can, S. (2024). Artificial intelligence in education: A bibliometric study on its role in transforming teaching and learning. International Review of Research in Open and Distributed Learning, 25(3), 219–244. https://doi.org/10.19173/irrodl.v25i3.7757
  • Duralar, B. (2024). Artificial intelligence research in mathematics education: A systematic review. (Publication No. 875050) [Master’s Thesis, Balıkesir University]. CoHE Thesis Center.
  • Eke, O. E. (2024). Assessing the readiness and attitudes of Nigerian teacher educators towards adoption of artificial intelligence in educational settings. Journal of Educational Technology and Online Learning, 7(4), 473-487. https://doi.org/10.31681/jetol.1503305
  • Enochs, L. G., Smith, P. L., & Huinker, D. A. (2000). Establishing factorial validity of the mathematics teaching efficacy beliefs instrument. School Science and Mathematics, 100(4), 194-202. https://doi.org/10.1111/j.1949-8594.2000.tb17256.x
  • Esendemir, Ö., Çırak, S., & Samancıoğlu, M. (2015). Pre-service elementary math teachers’ opinions about mathematics teaching competencies. Gaziantep University Journal of Social Sciences, 14(1), 217-239. https://doi.org/10.21547/jss.256787
  • Farrokhnia, M., Banihashem, S. K., Noroozi, O., & Wals, A. (2023). A SWOT analysis of ChatGPT: Implications for educational practice and research. Innovations in Education and Teaching International, 61(3), 460–474. https://doi.org/10.1080/14703297.2023.2195846
  • Giles, R. M., Byrd, K. O., & Bendolph, A. (2016). An investigation of elementary preservice teachers’ self-efficacy for teaching mathematics. Cogent Education, 3(1). https://doi.org/10.1080/2331186X.2016.1160523
  • Gorospe, J. D. (2022). Pre-service teachers’ teaching anxiety, teaching self-efficacy, and problems encountered during the practice teaching course. Journal of Education and Learning, 11(4), 84-91. https://doi.org/10.5539/jel.v11n4p84
  • Gözel, E., & Toptaş, V. (2017). The relationship between mathematical teaching efficacy beliefs and reflective thinking skills of pre-service primary school teachers. Cumhuriyet International Journal of Education, 6(4), 412-425. https://doi.org/10.30703/cije.327172
  • Gulistan, M., Athar-Hussain, M., & Mushtaq, M. (2017). Relationship between mathematics teachers' self efficacy and students' academic achievement at secondary level. Bulletin of Education and Research, 39(3), 171-182.
  • Haciomeroglu, G. (2014). Elementary pre-service teachers' mathematics anxiety and mathematics teaching anxiety. International Journal for Mathematics Teaching and Learning, 3, 1-10.
  • Hacıömeroğlu, G., & Şahin-taşkın, Ç. (2010). Elementary preservice teachers’ mathematics teaching efficacy belief. Journal of Uludag University Faculty of Education, 23(2), 539-555.
  • Hendricks, W., Olawale, B.E., & Saddiq, K. (2024). An Investigation of high school preservice teachers’ self-efficacy in teaching mathematics. Education. Sciences. 14(11), 1262. https://doi.org/10.3390/educsci14111262
  • Holmes, W., Bialik, M., & Fadel, C. (2019). Artificial intelligence in education: Promises and implications for teaching and learning. Boston: Centre for Curriculum Redesign.
  • Jamal, A. (2023). The role of artificial intelligence (AI) in teacher education: opportunities & challenges. International Journal of Research and Analytical Reviews (IJRAR), 10(1), 139-146.
  • Jo, H. (2024). From concerns to benefits: a comprehensive study of ChatGPT usage in education. International Journal of Educational Technology in Higher Education, 21(35), 2-29. https://doi.org/10.1186/s41239-024-00471-4
  • Kacar, M., & Sarıçam, H. (2015). The examination of the relationship between metacognitive awareness and math anxiety levels in pre-service primary school teachers. Trakya Journal of Education, 5(2), 137-152.
  • Kaleli Yılmaz, G., & Ergün, A. (2017). How does the level of technology usage of mathematics teacher candidates change with micro-teaching method? Bayburt Eğitim Fakültesi Dergisi, 12(24), 573-592.
  • Kara, E. (2024). 21. Yüzyıl matematik eğitiminde yapay zekâ: teknolojik dönüşümde global stratejiler. Çocuk ve Medeniyet, 9(15), 8-43. https://doi.org/10.47646/CMD.2024.334
  • Karadağ, N. (2023). The impact of artificial intelligence on online assessment: A preliminary review. Journal of Educational Technology and Online Learning, 6(4), 822-837. https://doi.org/10.31681/jetol.1351548
  • Karaman, M.R. & Goksu, I. (2024). Are lesson plans created by ChatGPT more effective? An experimental study. International Journal of Technology in Education (IJTE), 7(1), 107- 127. https://doi.org/10.46328/ijte.607
  • Keskin, D., & Sevli, O. (2024). Artificial intelligence and ethics in education. In International Topkapı Congress III (pp. 38-43).
  • Kılıc, A. (2010). Learner-centered micro teaching in teacher education. International Journal of Instruction, 3(1), 60-100.
  • Kocagül, M. & Ünal Çoban, G. (2024). Evaluation of pre-service science and math teachers’ online teaching experiences within the TPACK framework. Journal of Educational Technology and Online Learning, 7(2), 149-167. https://doi.org/10.31681/jetol.1332419
  • Kurt, H., & Ekici, G. (2013). The effect of the educational planning and evaluation lesson on pre-service teachers’ self-efficacy beliefs related to the teaching process. Elementary Education Online, 12(4), 1157-1172.
  • Kurt, H., Ekici, G., & Güngör, F. (2014). The effect of classroom management course on self-efficacy of student teachers regarding teaching. Procedia-Social and Behavioral Sciences, 116, 791-795. https://doi.org/10.1016/j.sbspro.2014.01.299
  • Lau, W. W. F. (2022). Predicting pre-service mathematics teachers’ teaching and learning conceptions: the role of mathematical beliefs, mathematics self-efficacy, and mathematics teaching efficacy. International Journal of Science and Mathematics Education, 20, 1141-1160. https://doi.org/10.1007/s10763-021-10204-y
  • Luckin, R, & Holmes, W. (2016) Intelligence unleashed: an argument for ai in education. UCL Knowledge Lab: London, UK.
  • McMinn, M., & Aldridge, J. (2020). Learning environment and anxiety for learning and teaching mathematics among preservice teachers. Learning Environments Research, 23, 331–345. https://doi.org/10.1007/s10984-019-09304-y
  • Nayıroğlu, B., & Tutak, T. (2024). The role of artificial intelligence in mathematics teaching: analysing the tools used in education. Turkish Journal of Educational Studies, 11(1), 65-78. https://doi.org/10.33907/turkjes.1415591
  • Olson, A., & Stoehr, K. (2019). From numbers to narratives: Preservice teachers’ experiences with mathematics anxiety and mathematics teaching anxiety. School Science and Mathematics, 119(2), 72–82. https://doi.org/10.1111/ssm.12320
  • Orak, C., & Turan, Z. (2024). Using artificial intelligence in digital video production: A systematic review study. Journal of Educational Technology and Online Learning, 7(3), 286-307. https://doi.org/10.31681/jetol.1459434
  • Ozben, A., & Kilicoglu, E. (2021). The development process of classroom teacher candidates for teaching mathematics: self-efficacy, anxiety and professional belief. Participatory Educational Research (PER), 8(2), 129-146. https://doi.org/10.17275/per.21.33.8.2
  • Özdemir, M., & Doğruöz, E. (2020). Bilimsel Araştırma Desenleri. In N. Cemaloğlu (Ed.) Bilimsel Araştırma Teknikler ve Etik. (pp. 65-102). Ankara.
  • Özdemir, S. M. (2008). An investigation of prospective primary teachers’ self-efficacy beliefs regarding teaching process in terms of certain variables. Educational Administration: Theory and Practice, 54, 277-306.
  • Özpınar, İ. (2021). Self, peer, group and faculty member assessment: from the perspective of teacher competencies. Cumhuriyet International Journal of Education, 10(3), 949-973. https://doi.org/10.30703/cije.754885
  • Öztürk, S., & Serin, M. K. (2020). Examination of pre-service primary school teachers’ metacognitive awareness with anxiety towards mathematics teaching. Kastamonu Education Journal, 28(2), 1013-1025. https://doi.org/10.24106/kefdergi.705074
  • Öztürk, Y., Özer, Z. & Gangal, M. (2022). Investigation of pre-service teachers’ planning process of the activity plan. Journal of Education for Life, 36(3), 751-774. https://doi.org/10.33308/26674874.2022363464
  • Patkin, D., & Greenstein, Y. (2020). Mathematics anxiety and mathematics teaching anxiety of in-service and pre-service primary school teachers. Teacher Development, 24(4), 502-519, https://doi.org/10.1080/13664530.2020.1785541
  • Peker, M. (2006). The development of mathematics teaching anxiety scale. Eğitim Bilimleri ve Uygulama, 5(9), 73-92.
  • Peker, M. (2009a). Pre-service teachers’ teaching anxiety about mathematics and their learning styles. Eurasia Journal of Mathematics, Science and Technology Education, 5(4), 335-345. https://doi.org/10.12973/ejmste/75284
  • Peker, M. (2009b). The use of expanded microteaching for reducing pre-service teachers' teaching anxiety about mathematics. Scientific Research and Essay, 4(9), 872-880.
  • Peker, M., & Ertekin, E. (2011). The relationship between mathematics teaching anxiety and mathematics anxiety. The New Educational Review, 23(1), 213-226.
  • Pul, H. H., & Aksu, H. H. (2020). Primary school teachers’ and prospective teachers’ self-sufficiency confidence on teaching maths. Journal of Education, Theory and Practical Research, 6(1), 99-114.
  • Remesh A. (2013). Microteaching, an efficient technique for learning effective teaching. Journal of Research in Medical Sciences, 18(2), 158–163.
  • Richardson, F. C., & Suinn, R. M. (1972). The mathematics anxiety rating scale: psychometric data. Journal of Counseling Psychology, 19(6), 551–554. https://doi.org/10.1037/h0033456
  • Şahinkaya, N. (2008). Comparison of class teachers' and preservice teachers? roles in teaching-learning process and self-efficacy beliefs and teacher preparation programs in Turkey and Finland. (Publication No. 218470) [Doctora Thesis, Gazi University]. CoHE Thesis Center.
  • Segarra, J., & Julià, C. (2022). Mathematics teaching efficacy belief and attitude of pre-service teachers and academic achievement. European Journal of Science and Mathematics Education, 10(1), 1-14. https://doi.org/10.30935/scimath/11381
  • Serin, M. K. (2017). Investigation of pre-service primary school teachers’ mathematics anxiety and mathematics teaching anxiety. International Congress of Eurasian Social Sciences (ICOESS), 8(28), (CCXXVII- CCXLIII).
  • Shulman, L. S. (1986). Those who understand: Knowledge growth in teaching. Educational Researcher, 15(2), 4–14.
  • Sırmacı, N. & Konyalıoğlu, A.C. (2021). Preservice elementary mathematics teachers’ self-efficacy beliefs towards instruction process. Ereğli Faculty of Education Journal (NEUEEFD), 3(2), 144-155. https://doi.org/10.51119/ereegf.2022.17
  • Sok, S. (2023, February 15). Opinion: benefits and risks of chatgpt in education. Cambodianess.
  • Sok, S., & Heng, K. (2023). ChatGPT for education and research: A review of benefits and risks. Cambodian Journal of Educational Research, 3(1), 110-121.
  • Swars, S., Hart, L. C., Smith, S. Z., Smith, M. E., & Tolar, T. (2007). A longitudinal study of elementary pre-service teachers’ mathematics beliefs and content knowledge. School Science and Mathematics, 107(8), 325-335. https://doi.org/10.1111/j.1949-8594.2007.tb17797.x
  • Tapan Broutın, M. S., (2024). Exploring mathematics teacher candidates’ instrumentation process of generative artificial intelligence for developing lesson plans. TÜBA Higher Education Research/Review, 14(1), 165-176. https://doi.org/10.53478/yuksekogretim.1347061
  • Tatar, E., Zengin, Y., & Kağızmanlı, T. B. (2015). What is the relationship between technology and mathematics teaching anxiety?. Journal of Educational Technology & Society, 18 (1), 67–76.
  • Temur, S. (2024). Potential benefits of integrating artificial intelligence into the education system. Western Anatolia Journal of Educational Sciences, 15(3), 2621-2656. https://doi.org/10.51460/baebd.1541524
  • Tertemiz, N., & Şahinkaya, N. (2010). The effects of project and activitiy-supported instruction on preservice elementary teachers’ mathematics teaching efficacy beliefs. Bolu Abant İzzet Baysal University Journal of Faculty of Education, 10(1), 87-98.
  • Tüzer-Ünsal, G., & Akay, C. (2020). High school students' mathematics achievement, anxiety and attitudes towards ınstructional technologies: geogebra dynamic software. Kastamonu Education Journal, 28(1), 234-252. http://dx.doi.org/10.24106/kefdergi.3538
  • Unlu, M., Ertekin, E., & Dilmac, B. (2017). Predicting relationships between mathematics anxiety, mathematics teaching anxiety, self-efficacy beliefs towards mathematics and mathematics teaching. International Journal of Research in Education and Science, 3(2), 636-645.
  • Utley, J., Moseley, C., & Bryant, R. (2010). Relationship between science and mathematics teaching efficacy of preservice elementary teachers. School Science and Mathematics, 105(2), 82-87. https://doi.org/10.1111/j.1949-8594.2005.tb18040.x
  • Yavuz, G., Arslan, Ç., & Batdal Karaduman, G. (2018). The relation between prospective mathematics teachers’ inquiry skills and mathematics teaching anxiety. Turkish Studies Educational Sciences, 13(11), 1461-1471. http://dx.doi.org/10.7827/TurkishStudies.13360
  • Yazlık, D. Ö., & Çetin, İ. (2020). Examining the relationship between mathematics anxiety and mathematics teaching anxiety of prospective mathematics teachers. Turkish Journal of Computer and Mathematics Education, 11(3), 646-667. https://doi.org/10.16949/turkbilmat.605951
  • Yerlikaya, G., & Takunyacı, M. (2020). Investigation of self-efficacy perceptions towards mathematics as predictors of mathematics teachers’ teaching efficacy beliefs. Journal of Individual Differences in Education, 2(1), 42-51.
  • Yeşilyurt, E. (2021). Öğretimde plan yapma: Boyutlar, ilkeler, faydalar, hatalar. INSAC International Congress on Scientific Developments for Social and Education Sciences, (pp.92-100). Konya, Türkiye.
  • Yıldız, H. (2022). Preservice elementary mathematics teachers’ evaluations of microteaching practices. Turkish Journal of Mathematics Education, 3(3), 1-25.
  • Yuskovych-Zhukovska, V., Poplavska, T., Diachenko, O., Mishenina, T., Topolnyk, Y., & Gurevych, R. (2022). Application of artificial intelligence in education. problems and opportunities for sustainable development. Broad Research in Artificial Intelligence and Neuroscience, 13(1), 339-356. https://doi.org/10.18662/brain/13.1Sup1/322
  • Zehir, H., Zehir, K., & Ağgül-Yalçın, F. (2019). Investigation of pre-school teachers’ mathematics teaching competence beliefs according to various variables. International Journal of Education Science and Technology, 5(1), 1-14.
  • Zengin, Y. (2017). The investigation of the effect of GeoGebra software on mathematics anxiety and mathematics teaching anxiety. YYU Journal of Education Faculty, 14(1), 908-939.
There are 94 citations in total.

Details

Primary Language English
Subjects Instructional Technologies
Journal Section Research Article
Authors

Ayşe Tuğçe Bodur 0009-0006-0157-5916

Mevhibe Kobak Demir 0000-0001-6614-4101

Project Number 2025/043
Submission Date September 25, 2025
Acceptance Date December 21, 2025
Publication Date December 30, 2025
Published in Issue Year 2025 Volume: 8 Issue: 4 - ICETOL 2025 Special Issue

Cite

APA Bodur, A. T., & Kobak Demir, M. (2025). Investigation of pre-service Mathematics teachers’ instructional competencies in ChatGPT-supported lesson planning process. Journal of Educational Technology and Online Learning, 8(4 - ICETOL 2025 Special Issue), 394-408. https://doi.org/10.31681/jetol.1791244