Linking mathematical literacy to teaching competence through creative thinking: evidence from prospective mathematics teachers
DOI:
https://doi.org/10.58524/jasme.v6i3.1516Keywords:
Creative Thinking, Mathematical Literacy, Teaching competence, Prospective Mathematics Teachers, PLS-SEMAbstract
Background: Teaching competence among prospective mathematics teachers requires not only mathematical understanding but also the ability to transform such knowledge into flexible and context-responsive pedagogical decisions. Creative thinking may provide a critical pathway connecting mathematical literacy with teaching competence.
Aims: This study investigated the mediating role of creative thinking in the relationship between mathematical literacy and teaching competence among prospective mathematics teachers.
Method: An explanatory cross-sectional survey involved 149 sixth-semester prospective mathematics teachers. Data were collected through five-point Likert-scale measures and analyzed using partial least squares structural equation modeling (PLS-SEM) with 3,000 bootstrap resamples.
Results: Mathematical literacy was strongly associated with creative thinking (β = 0.907, p < .001), which was significantly associated with teaching competence (β = 0.762, p < .001). The direct relationship between mathematical literacy and teaching competence was nonsignificant (β = 0.178, p = .077), whereas the indirect relationship through creative thinking was significant (β = 0.691, 95% CI [0.523, 0.851]). The model demonstrated substantial explanatory and predictive capacity (R² = 0.823–0.858; Q² > .80; SRMR = 0.052).
Conclusion: Creative thinking represents an important statistical pathway linking mathematical literacy with teaching competence. Given the cross-sectional and self-reported data, these findings indicate predictive associations rather than causal relationships.
References
Aditya, A. Y., & Hakiem, M. R. (2026). Developing creative thinking skills through strengthening prior knowledge in mathematical literacy. Journal of Creativity, 100126. https://doi.org/10.1016/j.yjoc.2026.100126
Albay, E. M., & Eisma, D. V. (2025). Using design thinking for developing pre-service teachers' creativity in designing teaching plans to promote interactive learning in mathematics. Learning and Instruction, 96, 102070. https://doi.org/10.1016/j.learninstruc.2024.102070
Almarashdi, H. S., & Jarrah, A. M. (2022). The impact of a proposed mathematics enrichment program on UAE students' mathematical literacy based on the PISA framework. Sustainability, 14(18). https://doi.org/10.3390/su141811259
Baumanns, L., & Rott, B. (2024). Problem-posing tasks and their influence on pre-service teachers' creative problem-posing performance and self-efficacy. The Journal of Mathematical Behavior, 73, 101130. https://doi.org/10.1016/j.jmathb.2024.101130
Bicer, A., Bicer, A., Perihan, C., & Lee, Y. (2022). Pre-service teachers' preparations for designing and implementing creativity-directed mathematical tasks and instructional practices. Mathematics Education Research Journal, 34(3), 491–521. https://doi.org/10.1007/s13394-022-00409-x
Bicer, A., Lee, Y., Perihan, C., Capraro, M. M., & Capraro, R. M. (2020). Considering mathematical creative self-efficacy with problem posing as a measure of mathematical creativity. Educational Studies in Mathematics, 105(3), 457–485. https://doi.org/10.1007/s10649-020-09995-8
Bozkurt, G., & Yiğit Koyunkaya, M. (2022). Supporting prospective mathematics teachers' planning and teaching technology-based tasks in the context of a practicum course. Teaching and Teacher Education, 119, 103830. https://doi.org/10.1016/j.tate.2022.103830
Burgos, M., Tizón-Escamilla, N., & Chaverri, J. (2025). A model for problem creation: Implications for teacher training. Mathematics Education Research Journal, 37(1), 55–84. https://doi.org/10.1007/s13394-023-00482-w
Cai, J., Liu, Q., Xu, B., & Hwang, S. (2026). Posing problems confidently: Task-specific self-efficacy and self-evaluation in mathematical problem posing. Educational Studies in Mathematics, 122(3), 537–561. https://doi.org/10.1007/s10649-026-10484-7
Cevikbas, M., Kaiser, G., & Schukajlow, S. (2022). A systematic literature review of the current discussion on mathematical modelling competencies: State-of-the-art developments in conceptualizing, measuring, and fostering. Educational Studies in Mathematics, 109(2), 205–236. https://doi.org/10.1007/s10649-021-10104-6
Cevikbas, M., Mießeler, D., & Kaiser, G. (2025). Pre-service mathematics teachers' experiences and insights into the benefits and challenges of using explanatory videos in flipped modelling education. ZDM – Mathematics Education, 57(2), 245–258. https://doi.org/10.1007/s11858-025-01650-x
Cojorn, K., & Sonsupap, K. (2024). A collaborative professional development and its impact on teachers' ability to foster higher order thinking. Journal of Education and Learning (EduLearn), 18(2), 561–569. https://doi.org/10.11591/edulearn.v18i2.21182
Dindyal, J., Schack, E. O., Choy, B. H., & Sherin, M. G. (2021). Exploring the terrains of mathematics teacher noticing. ZDM – Mathematics Education, 53(1), 1–16. https://doi.org/10.1007/s11858-021-01249-y
Djam'an, N., Bernard, & Sahid. (2021). Developing students' creativity in building city mathematics through project based learning. Journal of Physics: Conference Series, 1899(1), 012147. https://doi.org/10.1088/1742-6596/1899/1/012147
Elgrably, H., & Leikin, R. (2021). Creativity as a function of problem-solving expertise: Posing new problems through investigations. ZDM – Mathematics Education, 53(4), 891–904. https://doi.org/10.1007/s11858-021-01228-3
Ferrando, I., Barquero, B., & Segura, C. (2025). Does training matter? Effect of training strategies on how pre-service teachers pose and assess modelling problems. ZDM – Mathematics Education, 57(2), 275–288. https://doi.org/10.1007/s11858-025-01658-3
Geiger, V., Galbraith, P., Niss, M., & Delzoppo, C. (2022). Developing a task design and implementation framework for fostering mathematical modelling competencies. Educational Studies in Mathematics, 109(2), 313–336. https://doi.org/10.1007/s10649-021-10039-y
Greefrath, G., Siller, H.-S., Klock, H., & Wess, R. (2022). Pre-service secondary teachers' pedagogical content knowledge for the teaching of mathematical modelling. Educational Studies in Mathematics, 109(2), 383–407. https://doi.org/10.1007/s10649-021-10038-z
Hwang, S., & Han, S. (2025). Pre-service mathematics teachers' competencies in designing mathematical modeling tasks. Journal of Mathematics Teacher Education, 28(3), 713–743. https://doi.org/10.1007/s10857-025-09678-2
Jingwen, C., Hidayat, R., & Zulkifli, M. Z. bin H. @. (2026). Teachers' STEAM competencies for the 21st century: A systematic review. Eurasia Journal of Mathematics, Science and Technology Education, 22(7), em2868. https://doi.org/10.29333/ejmste/18868
Kaiser, G., König, J., Krauss, S., Buchholtz, N., & Gruber, H. (2025). Are teacher expertise and teacher competence complementary or contradictory research paradigms? Reflections on a possible integration and first conceptualizations. ZDM – Mathematics Education, 57(6), 1077–1092. https://doi.org/10.1007/s11858-025-01743-7
Kalinec-Craig, C. A., Bannister, N., Bowen, D., Jacques, L. A., & Crespo, S. (2021). "It was smart when:" Supporting prospective teachers' noticing of students' mathematical strengths. Journal of Mathematics Teacher Education, 24(4), 375–398. https://doi.org/10.1007/s10857-020-09464-2
Kaufmann, O. T., Larsson, M., & Ryve, A. (2023). Teachers' error-handling practices within and across lesson phases in the mathematics classroom. International Journal of Science and Mathematics Education, 21(4), 1289–1314. https://doi.org/10.1007/s10763-022-10294-2
König, J., Santagata, R., Scheiner, T., Adleff, A.-K., Yang, X., & Kaiser, G. (2022). Teacher noticing: A systematic literature review of conceptualizations, research designs, and findings on learning to notice. Educational Research Review, 36, 100453. https://doi.org/10.1016/j.edurev.2022.100453
Krawitz, J., Schukajlow, S., Yang, X., & Geiger, V. (2025). A systematic review of international perspectives on mathematical modelling: Modelling goals and task characteristics. ZDM – Mathematics Education, 57(2), 193–212. https://doi.org/10.1007/s11858-025-01683-2
Ledezma, C., Breda, A., & Font, V. (2024). Prospective teachers' reflections on the inclusion of mathematical modelling during the transition period between the face-to-face and virtual teaching contexts. International Journal of Science and Mathematics Education, 22(5), 1057–1081. https://doi.org/10.1007/s10763-023-10412-8
Leikin, R., Boriskovsky, M., Ovodenko, R., & Miskin, M. (2025). Problem posing or mathematical modeling? The process of expert instructional design. ZDM – Mathematics Education, 57(2), 333–350. https://doi.org/10.1007/s11858-025-01668-1
Liu, X. S. (2022). Bias correction for eta squared in one-way ANOVA. Methodology, 18(1), 44–57. https://doi.org/10.5964/meth.7745
Llanos-Lagos, E. A., Pino-Fan, L. R., Lugo-Armenta, J. G., Parra-Urrea, Y. E., Hernández, J. L. Z., & Núñez, R. E. U. (2025). Mathematical competencies of prospective teachers when teaching confidence intervals in a microteaching context. Eurasia Journal of Mathematics, Science and Technology Education, 21(9), em2701. https://doi.org/10.29333/ejmste/16845
Louie, N., Adiredja, A. P., & Jessup, N. (2021). Teacher noticing from a sociopolitical perspective: The FAIR framework for anti-deficit noticing. ZDM – Mathematics Education, 53(1), 95–107. https://doi.org/10.1007/s11858-021-01229-2
Lu, X., & Kaiser, G. (2022). Can mathematical modelling work as a creativity-demanding activity? An empirical study in China. ZDM – Mathematics Education, 54(1), 67–81. https://doi.org/10.1007/s11858-021-01316-4
Marbán, J. M., Palacios, A., & Maroto, A. (2021). Enjoyment of teaching mathematics among pre-service teachers. Mathematics Education Research Journal, 33(3), 613–629. https://doi.org/10.1007/s13394-020-00341-y
Marmur, O., & Zazkis, R. (2022). Productive ambiguity in unconventional representations: "What the fraction is going on?". Journal of Mathematics Teacher Education, 25(6), 637–665. https://doi.org/10.1007/s10857-021-09510-7
Mursidik, E. S. M., Samsiyah, N., & Rudyanto, H. E. (2015). Kemampuan berpikir kreatif dalam memecahkan masalah Matetatika open-ended ditinjau dari tingkat kemampuan matematika siswa sekolah dasar: Creative thinking ability in solving open-ended mathematical problems judging from the mathematics ability level of elementary school students. Pedagogia: Jurnal Pendidikan, 4(1), 23–33. https://doi.org/10.21070/pedagogia.v4i1.69
Murtafiah, W., Lukitasari, M., & Lestari, N. D. S. (2026). Empowering future mathematics educators: Designing e-IBCA learning model to enhance decision-making skills. Infinity Journal, 15(1), 89–114. https://doi.org/10.22460/infinity.v15i1.p89-114
Nguyen, A. T. T., & Tran, D. (2025). Quantitative reasoning as a lens to examine changes in modelling competencies of secondary preservice teachers. Mathematics Education Research Journal, 37(1), 27–54. https://doi.org/10.1007/s13394-023-00481-x
Osmanoglu, A., & Girit-Yildiz, D. (2024). Examining how prospective mathematics teachers' instructional visions align with their responding practices through scripting tasks. International Journal of Science and Mathematics Education, 22(7), 1411–1434. https://doi.org/10.1007/s10763-023-10435-1
Pratama, R. A., & Yelken, T. Y. (2024). Effectiveness of ethnomathematics-based learning on students' mathematical literacy: A meta-analysis study. Discover Education, 3(1), 202. https://doi.org/10.1007/s44217-024-00309-1
Quarder, J., Greefrath, G., Gerber, S., & Siller, H.-S. (2025). Pedagogical content knowledge for simulations and mathematical modelling with digital tools: A quasi-experimental study with pre-service mathematics teachers. ZDM – Mathematics Education, 57(2), 395–409. https://doi.org/10.1007/s11858-025-01673-4
Rotem, S. H., & Ayalon, M. (2024). Constructing coherency levels to understand connections among the noticing skills of pre-service mathematics teachers. Journal of Mathematics Teacher Education, 27(4), 579–605. https://doi.org/10.1007/s10857-023-09574-7
Sánchez, A., Font, V., & Breda, A. (2022). Significance of creativity and its development in mathematics classes for preservice teachers who are not trained to develop students' creativity. Mathematics Education Research Journal, 34(4), 863–885. https://doi.org/10.1007/s13394-021-00367-w
Santagata, R., König, J., Scheiner, T., Nguyen, H., Adleff, A.-K., Yang, X., & Kaiser, G. (2021). Mathematics teacher learning to notice: A systematic review of studies of video-based programs. ZDM – Mathematics Education, 53(1), 119–134. https://doi.org/10.1007/s11858-020-01216-z
Scheiner, T., & Amador, J. M. (2025). Noticing-as-design: Generating new possibilities for teacher noticing. Journal of Mathematics Teacher Education. https://doi.org/10.1007/s10857-025-09725-y
Scheiner, T., Buchholtz, N., & Kaiser, G. (2024). Mathematical knowledge for teaching and mathematics didactic knowledge: A comparative study. Journal of Mathematics Teacher Education, 27(6), 1083–1104. https://doi.org/10.1007/s10857-023-09598-z
Scheiner, T., Godino, J. D., Montes, M. A., Pino-Fan, L. R., & Climent, N. (2022). On metaphors in thinking about preparing mathematics for teaching. Educational Studies in Mathematics, 111(2), 253–270. https://doi.org/10.1007/s10649-022-10154-4
Shodiq, L. J., Juniati, D., & Susanah. (2025). Teaching creativity through mathematical lateral thinking problems: A pilot study. Eurasia Journal of Mathematics, Science and Technology Education, 21(2), em2574. https://doi.org/10.29333/ejmste/15913
Shure, V., Lehmann, M., Friesen, M., Roesken-Winter, B., & Prediger, S. (2025). Professional development research on promoting productive practices for teachers' handling of typical tasks of mathematics teaching: A systematic review. ZDM – Mathematics Education, 57(4), 795–813. https://doi.org/10.1007/s11858-025-01659-2
Stockero, S. L., Van Zoest, L. R., Freeburn, B., Peterson, B. E., & Leatham, K. R. (2022). Teachers' responses to instances of student mathematical thinking with varied potential to support student learning. Mathematics Education Research Journal, 34(1), 165–187. https://doi.org/10.1007/s13394-020-00334-x
Sujadi, I., Suprihatiningsih, S., Irfan, M., & Pepkolaj, L. (2025). Pre-service mathematics teachers: Designing context-based tasks. Infinity Journal, 14(4), 995–1018. https://doi.org/10.22460/infinity.v14i4.p995-1018
Tinh, P. T., Le, T. T. T., Nguyen, P.-T., Le, C. D., Nguyen, M.-T., & Nguyen, T.-T. (2021). Preparing pre-service teachers for mathematics teaching at primary schools in Vietnam. Eurasia Journal of Mathematics, Science and Technology Education, 17(5), em1966. https://doi.org/10.29333/ejmste/10863
van Es, E. A., & Sherin, M. G. (2021). Expanding on prior conceptualizations of teacher noticing. ZDM – Mathematics Education, 53(1), 17–27. https://doi.org/10.1007/s11858-020-01211-4
Videla, M. V. M., Perdomo-Díaz, J., Giaconi, V., & Ruz, F. (2026). Profiles of pre-service secondary mathematics teachers' self-perceptions of professional competencies and the opportunities for development. Mathematics Teacher Education and Development, 28(1). https://eric.ed.gov/?id=EJ1513524
Weyers, J., König, J., Scheiner, T., Santagata, R., & Kaiser, G. (2024). Teacher noticing in mathematics education: A review of recent developments. ZDM – Mathematics Education, 56(2), 249–264. https://doi.org/10.1007/s11858-023-01527-x
Widodo, S. A., Wijayanti, A., Irfan, M., Pusporini, W., Mariah, S., & Rochmiyati, S. (2023). Effects of worksheets on problem-solving skills: Meta-analytic studies. International Journal of Educational Methodology, 9(1), 151–167. https://doi.org/10.12973/ijem.9.1.151
Xu, B., Ma, X., Zhang, Y., & Wu, X. (2025). How does mathematical literacy affect creative thinking? Independent effects and differential impacts across proficiency groups. Acta Psychologica, 260, 105509. https://doi.org/10.1016/j.actpsy.2025.105509
Zhang, W., Guan, Y., & Hu, Z. (2024). The efficacy of project-based learning in enhancing computational thinking among students: A meta-analysis of 31 experiments and quasi-experiments. Education and Information Technologies, 29(11), 14513–14545. https://doi.org/10.1007/s10639-023-12392-2
Zhang, Y., Xin, J. J., Yu, Z., Liu, Y., Zhao, W., Li, N., Li, Y., & Chen, G. (2025). Enhancing preservice teachers' use of dialogic teaching and dynamic visualizations in mathematics classes: Bridging the knowing-doing gap. International Journal of Science and Mathematics Education, 23(6), 1793–1823. https://doi.org/10.1007/s10763-025-10558-7
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