Afshari, S., Bahrainian, S. A., & Shahbazizadeh, F. (2022). The effectiveness of metacognition training on motivational beliefs and self-regulated learning strategies of students with learning disorders. Journal of psychological studies of adolescents and young, 3(1), 382 -394. [Persian] https://ensani.ir/fa/article/528295
Al-Abyadh, M. H. A., & Abdel Azeem, H. A. H. (2022). Academic achievement: Influences of university students’ self-management and perceived self-efficacy. Journal of Intelligence, 10(55), 1-18. https://doi.org/10.3390/jintelligence10030055
Alvarez, M. J. I. (2023). Relationship between mathematics beliefs and student engagement in mathematics as mediated by creative self-efficacy. EPRA International Journal of Multidisciplinary Research (IJMR), 9(3), 93-102. https://doi.org/10.36713/epra12481
Atnafu, M., & Belachew, T. (2016). Students' beliefs about self in mathematics education: The case of grade eleven students in West Arsi zone, Ethiopia. Staff and Educational Development International, 20(1), 55-72. http://journal.netsed.net/ojs/index.php/sedi/article/view/44
Awofala, A. O., & Sopekan, O. S. (2020). Early-years future teachers' mathematical beliefs as determinants of performance in primary mathematics. Journal of Research and Advances in Mathematics Education, 5(1), 54-68. https://doi.org/10.23917/jramathedu.v5i1.9433
Ayebo, A., & Mrutu, A. (2019). An exploration of calculus students’ beliefs about mathematics. International Electronic Journal of Mathematics Education, 14(2), 385-392. https://doi.org/10.29333/iejme/5728
Bahadir, E. (2016). Metaphorical perceptions of geometrical concepts by secondary school students identified as gifted and identified as non-gifted. International Online Journal of Educational Sciences, 8(1), 118-137. http://dx.doi.org/10.15345/iojes.2016.01.011
Can, A. A. (2021). Ilkokul dördüncü sinif öğrencilerinin matematik problemi çözmeye ilişkin algilarinin metaforlar yoluyla analizi. Uşak Üniversitesi Eğitim Araştirmalari Dergisi, 7(1), 103-118. https://doi.org/10.29065/usakead.882143
Chan, K. K., & Reynolds, B. L. (2022). Metaphoric beliefs of students engaged in dynamic mathematics lessons. Eurasia Journal of Mathematics, Science and Technology Education, 18(10), Em2169. https://doi.org/10.29333/ejmste/12463
Desai, S., Kurtz, B., & Safi, F. (2021). Mathematics heritage project: An exploration empowering students' mathematical identities. Journal of Humanistic Mathematics, 11(2), 106-122. http://doi.org/10.5642/jhummath.202102.05
Durik, A. M., Shechter, O. G., Noh, M., Rozek, C. S., & Harackiewicz, J. D. (2015). What if I can’t? Success expectancies moderate the effects of utility value information on situational interest and performance. Motivation and Emotion, 39, 104–118. https://doi.org/10.1007/s11031-014-9419-0
Ertem Akbas, E., & Cancan, M. (2020). Metaphors formed by 6th and 7th grade students regarding the difficulties they experienced in the process of learning the subject of circle. International Online Journal of Education and Teaching, 7(3), 1054-1075. https://doi.org/10.5642/jhummath.202102.05
Fatehi, R., Cherabin, M., Karimi, M., & Zendedel, A. (2022). Designing an internet of things -based learning management model to improve the math problem solving ability of high school students in Mashhad. Journal of psychological studies of adolescents and young, 3(3), 202-219. [Persian] https://www.noormags.ir/view/fa/articlepage/2069251
Fitzmaurice, O., O'Meara, N., & Johnson, P. (2021). Highlighting the Relevance of Mathematics to Secondary School Students--Why and How. European Journal of STEM Education, 6(1), 7. https://doi.org/10.20897/ejsteme/10895
Frank, K., & Lester, Jr. (2002). Implications of research on students’ beliefs. In G. C. Leder, E. Pehkonen, & G. Törner (Eds.), Beliefs: A hidden variable in mathematics education? (pp. 345-353). Netherland: Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47958-3_20
Gafoor, K. A., & Kurukkan, A. (2015, 18-19 August). Why high school students feel mathematics difficult? An exploration of affective beliefs [Conference presentation]. The National Seminar on Pedagogy of Teacher Education Trends and Challenges, Kerala, India. https://doi.org/10.13140/RG.2.2.18880.12800
Gijsbers, D., de Putter-Smits, L., & Pepin, B. (2020). Changing students’ beliefs about the relevance of mathematics in an advanced secondary mathematics class. International Journal of Mathematical Education in Science and Technology, 51(1), 87–102. https://doi.org/10.1080/0020739X.2019.1682698
Goldin, G. A. (2014). Perspectives on emotion in mathematical engagement, learning, and prob lem solving. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), Handbook of emotions in education (pp. 391–414). New York, NY: Taylor & Francis. https://www.researchgate.net/publication/303516679
Güler, G., Akgün, L., Öçal, M. F., & Doruk, M. (2012). Matematik öğretmeni adaylarinin matematik kavramina ilişkin sahip olduklari metaforlar. Mayıs 2012, 25. https://doi.org/10.12739/NWSA.2013.8.4.1C0597
Hakim, A. R., Dewi, M. L., Zamrudy, W., Dewajani, H., & Ro'isatin, U. A. (2023). How student beliefs related to mathematics are influenced by students' past experiences. Technium., 43, 97-101. https://doi.org/10.47577/tssj.v43i1.8738
Hessam, A. (2012). Beliefs in mathematics education. Roshd Mathematics Education. 106, 4-10. [Persian] https://www.roshdmag.ir/Roshdmag_content/media/Magazine2/fa/2011/11/480.pdf
Hidayatullah, A., & Csíkos, C. (2024). The role of students’ beliefs, parents' educational level, and the mediating role of attitude and motivation in students’ mathematics achievement. The Asia-Pacific Education Researcher, 33(2), 253-262. https://doi.org/10.1007/s40299-023-00724-2
Horzum, T., & Yildirim, G. (2016). High school students’ metaphors about geometry. Mehmet Akif Ersoy Üniversitesi Eğitim Fakültesi Dergisi, 1(40), 357-374. https://doi.org/10.21764/efd.53998
Ismail, N., Abdullah, N. H. M., Osman, R., Ramli, N., & Hilmi, Z. A. G. (2021). Primary school pupils’ images of mathematics. Journal of Physics: Conference Series (Vol. 1988, No. 1, P. 012051). Iop Publishing. https://doi.org/10.1088/1742-6596/1988/1/012051
Jenifer, J. B., Jaxon, J., Levine, S. C., & Cimpian, A. (2024). “You need to be super smart to do well in math!” Young children's field‐specific ability beliefs. Developmental science, 27(1), e13429. https://doi.org/10.1111/desc.13429
Kloosterman, P. (2002). Beliefs and motivation. In G. C. Leder, E. Pehkonen, & G. Törner (Eds.), Beliefs: A hidden variable in mathematics education? (pp. 247-269). Netherland: Kluwer Academic Publishers. https://doi.org/10.1007/0-306-47958-3_15
Krejcie, R. V., & Morgan, D. W. (1970). Determining sample size for research activities. Educational and Psychological Measurement, 30(3), 607-610. https://doi.org/10.1177/001316447003000308
Lakoff, G.& Johnson, M. (1980). Metaphors we live by. Chicago and London: University of Chicago Press.
Latterell, C. M., & Wilson, J. L. (2017). Metaphors and mathematical identity: Math is like a tornado in Kansas. Journal of Humanistic Mathematics, 7(1), 46-61. https://doi.org/10.30935/scimath/9470
Lee, G. C. Y. (2025). Conditions for change in pre-service teachers’ beliefs about proof and proof teaching. Mathematics Education Research Journal, 1-32. https://doi.org/10.1007/s13394-025-00525-4
Lent, R. W., & Brown, S. D. (2008). Social cognitive career theory and subjective well-being in the context of work. Journal of Career Assessment, 16(1), 6–21. https://doi.org/10.1177/1069072707305769
Markovits, Z., & Forgasz, H. (2017). “Mathematics is like a lion”: Elementary students’ beliefs about mathematics. Educational Studies in Mathematics, 96(1), 49-64. https://doi.org/10.1007/s10649-017-9759-2
Mazana, M. Y., Montero, C. S., & Casmir, R. O. (2019). Investigating Students' Attitude towards Learning Mathematics. International Electronic Journal of Mathematics Education, 14(1), 207-231. https://doi.org/10.29333/iejme/3997
Mohammadi Naini, M., Ranjdoost, Sh., & Tahmasabzadeh Sheikhlar, D. (2021). Identifying the effective components in the implementation of teaching and evaluation methods of elementary school math curriculum. Journal of psychological studies of adolescents and young, 2(2), 365-376. [Persian] https://ensani.ir/fa/article/528256
Morali, S., Uğurel, I., & Koçyiğit, S. (2022). Matematik öğretmen adaylarinin matematik ve onun doğasina ilişkin metaforik algilari ve zihinsel imgeleri. Bati Anadolu Eğitim Bilimleri Dergisi, 13(1), 27-51. https://doi.org/10.51460/baebd.1036337
Pehkonen, E. (1995). Pupils' view of mathematics: Initial report for an international comparison project. Department of Teacher Education, Research Report 152. Helsinki: University of Helsinki. https://files.eric.ed.gov/fulltext/ED419712.pdf
Philipp, R. A. (2007). Mathematics Teachers’ Beliefs and Affect. In F. K. Lester (Ed.), Second Handbook of Research on Mathematics Teaching and Learning (pp. 257–315). Reston, va: National Council of Teachers of Mathematics.
Pilgrim, M. E., Tenney, K., & Doe, S. (2025). Building metaphors that describe mathematics identity and experiences among mathematics graduate teaching assistants. Journal of Education, 205(2), 142-152. https://doi.org/10.1177/00220574241304444
Pokhrel, M., & Poudel, M. P. (2024). Exploring factors contributing to indifference towards learning mathematics among secondary school students in Nepal. Turkish Journal of Computer and Mathematics Education (TURCOMAT), 15(1), 51-60. https://doi.org/10.61841/turcomat.v15i1.14355
Roesdiana, L. (2023). Mathematics beliefs of secondary school students: A systematics reviews. Journal of Research in Science and Mathematics Education (J-RSME), 2(1), 13-18. https://doi.org/10.56855/jrsme.v2i1.245
Rupnow, R. L. (2019). Examining connections among instruction, conceptual metaphors, and beliefs of instructors and students (Doctoral Dissertation, Virginia Tech). http://hdl.handle.net/10919/92012
Schinck, A. G., Neale Jr, H. W., Pugalee, D. K., & Cifarelli, V. V. (2008). Using metaphors to unpack student beliefs about mathematics. School Science and Mathematics, 108(7), 326-333. https://doi.org/10.1111/j.1949-8594.2008.tb17845.x
Schoen, R. C., & LaVenia, M. (2019). Teacher beliefs about mathematics teaching and learning: Identifying and clarifying three constructs. Cogent Education, 6(1), 1599488. https://doi.org/10.1080/2331186X.2019.1599488
Schoenfeld, A. H. (2016). Learning to think mathematically: Problem solving, metacognition, and sense making in mathematics (Reprint). Journal of Education, 196(2), 1-38. https://doi.org/10.1177/002205741619600202
Shabani, M. (2021). Investigating secondary students’ beliefs about mathematics. Thesis for the degree of Master in Mathematics Education, Shahid Rajaee Teacher Training University. ]Persian[ https://ganj.irandoc.ac.ir/#/articles/37d676c6f7fe6c5ab4454041557e2286
Sinkie, A. M., Alemayehu, G. P., & Seyoum, Y. P. (2022). Preparatory school students’beliefs in problem solving of mathematics classes in Hulet Ejju Enesie Woreda, Amhara Regional State, Ethiopia (Doctoral dissertation). http://ir.haramaya.edu.et//hru/handle/123456789/4811
Sintema, E. J., & Jita, T. (2022). Gender differences in high school students’ beliefs about mathematical problem solving. International Journal of Learning, Teaching and Educational Research, 21(10), 395-417. https://doi.org/10.26803/ijlter.21.10.22
Skrefsrud, T. A. (2020). Teachers as intercultural bridge‐builders: Rethinking the metaphor of bridge‐building. Teaching Theology & Religion, 23(3), 151-162. https://doi.org/10.1111/teth.12550
Smith, S. U. (2017). Understanding math 10 students’ experiences of struggle to learn mathematics (Master's thesis, Graduate Studies).University of Calgary. https://doi.org/10.11575/PRISM/28562
Son, J. W., & Lee, M. Y. (2021). Exploring the relationship between preservice teachers’ conceptions of problem solving and their problem-solving performances. International Journal of Science and Mathematics Education, 19, 129-150. https://doi.org/10.1007/s10763-019-10045-w
Thurm, D., & Barzel, B. (2020). Effects of a professional development program for teaching mathematics with technology on teachers’ beliefs, self-efficacy and practices. Zentralblatt für Didaktik der Mathematik, 52(7), 1411-1422. https://doi.org/10.1007/s11858-020-01158-6
Twohill, A., NicMhuirí, S., Harbison, L., & Karakolidis, A. (2023). Primary preservice teachers’ mathematics teaching efficacy beliefs: The role played by mathematics attainment, educational level, preparedness to teach, and gender. International Journal of Science and Mathematics Education, 21(2), 601-622. https://doi.org/10.1007/s10763-022-10259-5
Ulum, H. (2025). Understanding Turkish students' mathematical identity: Mathematics achievement, beliefs, attitudes and motivation. STEM Education, 5(1), 89-108. https://doi.org/10.3934/steme.2025005
Yildirim, E., Öner, F. K., Eyüpoğlu, İ., Göktepeliler, Ö., & Doğan, C. (2024). Metaphorical perceptions of preservice teachers enrolled in different departments about the concept of “Art”: The case of Bartın university, faculty of education. Bartın University Journal of Faculty of Education, 13(1), 40-62. https://doi.org/10.14686/buefad.1326199
Yin, H., Shi, L., Tam, W. W. Y., & Lu, G. (2020). Linking university mathematics classroom environments to student achievement: The mediation of mathematics beliefs. Studies in Educational Evaluation, 66, 100905. https://doi.org/10.1016/j.stueduc.2020.100905
