Acknowledgement
This work was supported by Incheon National University Research Grant in 2023.
References
- Alhammouri, A. M., & DiNapoli, J. (2023). Secondary teachers' perspectives on mathematical modeling and modeling mathematics: Discovery, appreciation, and conflict. Research in Mathematical Education, 26(3), 203-233. https://doi.org/10.7468/JKSMED.2023.26.3.203
- Alwast, A., & Vorhoelter, K. (2022). Measuring pre-service teachers' noticing competencies within a mathematical modeling context-an analysis of an instrument. Educational Studies in Mathematics, 109(2), 263-285. https://doi.org/10.1007/s10649-021-10102-8
- Andersson, A., Ryan, U., Herbel-Eisenmann, B., Huru, H. L., & Wagner, D. (2022). Storylines in public news media about mathematics education and minoritized students. Educational Studies in Mathematics, 111(2), 323-343. https://doi.org/10.1007/s10649-022-10161-5
- Anhalt, C. O., & Cortez, R. (2016). Developing understanding of mathematical modeling in secondary teacher preparation. Journal of Mathematics Teacher Education, 19, 523-545. https://doi.org/10.1007/s10857-015-9309-8
- Baek, D. H., & Lee. K. H. (2018). Role and significance of abductive reasoning in mathematical modeling, Journal of Educational Research in Mathematics, 28(2), 221-240. https://doi.org/10.29275/jerm.2018.05.28.2.221
- Barquero, B., & Jessen, B. E. (2020). Impact of theoretical perspectives on the design of mathematical modelling task. Avances de Investigacion en Educacion Matematica, 17, 98-113. https://doi.org/10.35763/aiem.v0i17.317
- Berget, I. K. L. (2022). Mathematical modelling in textbook tasks and national examination in Norwegian upper secondary school. Nordic Studies in Mathematics Education, 27(1), 51-70.
- Bliss, K. M., Kavanagh, K. R., & Galluzzo, B. J. (2019). GAIMME-guidelines for assessment & instruction in mathematical modeling education. Society for Industrial and Applied Mathematics.
- Blomhoj, M., & Jensen, T. H. (2003). Developing mathematical modelling competence: Conceptual clarification and educational planning. Teaching Mathematics and Its Applications, 22(3), 123-139. https://doi.org/10.1093/teamat/22.3.123
- Blum, W. (2015). Quality teaching of mathematical modelling: What do we know, what can we do? In S. J. Cho (Ed.), The proceedings of the 12th international congress on mathematical education - Intellectual and attitudinal challenges (pp. 73-96). Springer.
- Borromeo Ferri, R. (2007). Modeling from a cognitive perspective: Individual modeling routes of pupils. In C. Haines, P. Galbraith, W. Blum, & S. Khan (Eds.), Mathematical modeling: Education, engineering and economics (pp. 260-270). Horwood.
- Borromeo Ferri, R. (2018). Learning how to teach mathematical modeling in school and teacher education. Springer.
- Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative research in psychology, 3(2), 77-101. https://doi.org/10.1191/1478088706qp063oa
- Burkhardt, H. (2018). Ways to teach modelling. A 50 year study. ZDM Mathematics Education, 50(1-2), 61-75. https://doi.org/10.1007/s11858-017-0899-8
- Cai, J., Cirillo, M., Pelesko, J., Bommero Ferri, R., Borba, M., Geiger, V., Stillman, G., English, L. D., Wake, G., Kaiser, G., & Kwon, O. (2014). Mathematical modeling in school education: Mathematical, cognitive, curricular, instructional, and teacher education perspectives. In P. Liljedahl, C. Nicol, S. Oesterle, & D. Allan (Eds.), Proceedings of PME38. Vol. 1. (pp. 145-172). Vancouver, Canada: PME.
- 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
- Choi, J. S. (2017). Prospective teachers' perception of mathematical modeling in elementary class. Journal of Educational Research in Mathematics, 27(2), 313-328.
- Creswell, J. W. (2016). Qualitative inquiry and research design (2nd ed.): Choosing among five approaches. Sage publications.
- Dan, Q., & Xie, J. (2011). Mathematical modelling skills and creative thinking levels: An experimental study. In G. Kaiser, W. Blum, R. Borromeo Ferri, & G. Stillman (Eds.), Trends in teaching and learning of mathematical modelling (pp. 457-466). Springer.
- English, L. D. (2006). Mathematical modeling in the primary school: Children's construction of a consumer guide. Educational Studies in Mathematics, 63, 303-323. https://doi.org/10.1007/s10649-005-9013-1
- 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
- Goksen-Zayim, S., Pik, D., Dekker, R., & van Boxtel, C. (2021). Mathematical modelling in Dutch lower secondary education: An explorative study zooming in on conceptualization. In F. K. S. Leung, G. A. Stillman, G. Kaiser, & K. L. Wong (Eds.), Mathematical modelling education in East and West (pp. 227-237). Cham: Springer International Publishing.
- Gravemeijer, K., & Doorman, M. (1999). Context problems in realistic mathematics education: A calculus course as an example. Educational Studies in Mathematics, 39(1), 111-129. https://doi.org/10.1023/A:1003749919816
- Gravemeijer, K., Stephan, M., Julie, C., Lin, F-L., & Ohtani, M. (2017). What mathematics education may prepare students for the society of the future? International Journal of Science and Mathematics Education, 15(1), 105-123. https://doi.org/10.1007/s10763-017-9814-6
- Han, S., & Hwang, J. (2023). Exploring mathematical modeling in classrooms: Insights from diverse studies. Research in Mathematical Education, 26(3), 121-125. https://doi.org/10.7468/JKSMED.2023.26.3.121
- Hartmann, L. M., & Schukajlow, S. (2021). Interest and emotions while solving real-world problems inside and outside the classroom. In F. K. S. Leung, G. A. Stillman, G. Kaiser, & K. L. Wong (Eds.) Mathematical modelling education in East and West (pp. 153-163). Springer International Publishing.
- Hartmann, L. M., Krawitz, J., & Schukajlow, S. (2021). Create your own problem! When given descriptions of real-world situations, do students pose and solve modelling problems?. ZDM-Mathematics Education, 53(4), 919-935. https://doi.org/10.1007/s11858-021-01224-7
- Henningsen, M., & Stein, M. K. (1997). Mathematical tasks and student cognition: Classroom-based factors that support and inhibit high-level mathematical thinking and reasoning. Journal for Research in Mathematics Education, 28(5), 524-549. https://doi.org/10.2307/749690
- Hwang, S., & Han, S. (2023a). A study on mathematical modeling trends in Korea. Journal of Educational Research in Mathematics, 33(3), 639-666. https://doi.org/10.29275/jerm.2023.33.3.639
- Hwang, S., & Han, S. (2023b). In-service teacher's perception on the mathematical modeling tasks and competency for designing the mathematical modeling tasks: Focused on reality. The Mathematical Education, 62(3), 381-400. https://doi.org/10.7468/MATHEDU.2023.62.3.381
- Jones, K., & Pepin, B. (2016). Research on mathematics teachers as partners in task design. Journal of Mathematics Teacher Education, 19, 105-121. https://doi.org/10.1007/s10857-016-9345-z
- Jung, H. Y. & Lee, K. H. (2021). Promoting in-service teacher's mathematical modeling teaching competencies by implementing and modifying mathematical modeling tasks. Journal of Educational Research in Mathematics, 31(1), 35-62.
- Jung, H. Y. (2023). Analyzing an elementary school teacher's difficulties and knowledge improvement in the process of modifying a mathematics textbook task to a mathematical modeling task: Focused on an experienced teacher. The Mathematical Education, 62(3), 363-380.
- Jung, H. Y., Lee, K. H., & Jung, J. H. (2020). Analyzing real world tasks of 6th grade textbook from a mathematical modeling perspective: Focused on the curriculum for revised 2011 and 2015. The Journal of Learner-Centered Curriculum and Instruction, 20(18), 1313-1340. https://doi.org/10.22251/jlcci.2020.20.18.1313
- Jung, H., Stehr, E. M., & He, J. (2019). Mathematical modeling opportunities reported by secondary mathematics preservice teachers and instructors. School Science and Mathematics, 119(6), 353-365. https://doi.org/10.1111/ssm.12359
- Kaiser, G. (2007). Modelling and modelling competencies in school. In C. Haines, P. Galbraith, W. Blum, & S. Khan (Eds.), Mathematical modelling: Education, engineering and economics (pp. 110-119). Horwood Publishing.
- Kaiser, G., & Schukajlow, S. (2022). Innovative perspectives in research in mathematical modelling education. In C. Fernandez, S. Llinares, A. Gutierrez, & N. Planas (Eds.), Proceedings of the 45th conference of the international group for the Psychology of Mathematics Education (Vol. 1, pp. 147-176). PME.
- Kaiser, G., & Schwarz, B. (2006). Mathematical modelling as bridge between school and university. ZDM, 38, 196-208. https://doi.org/10.1007/BF02655889
- Kim, H. S., & Pang, S. J. (2005). An analysis of cognitive demands of tasks in elementary mathematical instruction: Focusing on 'Ratio and Proportion'. Journal of Educational Research in Mathematics, 15(3), 251-272.
- Kim, S. (2021). Analyzing tasks in the statistics area of Korean and Singaporean textbooks from the perspective of mathematical modeling: Focusing on 7th grade. Journal of the Korean School Mathematics Society, 24(3), 283-308. https://doi.org/10.30807/ksms.2021.24.3.003
- Koh, S. E., Lee, J., Lee, S., Cha, S., Kim, Y., Oh, T., & Cho, S. (2022). High school mathematics 1. Sinsago.
- Kohen, Z., & Gharra-Badran, Y. (2023). A rubric for assessing mathematical modelling problems in a scientific-engineering context. Teaching Mathematics and its Applications: An International Journal of the IMA, 42(3), 266-288. https://doi.org/10.1093/teamat/hrac018
- Krawitz, J., Chang, Y. P., Yang, K. L., & Schukajlow, S. (2021). The role of reading comprehension in mathematical modelling: Improving the construction of a real model and interest in Germany and Taiwan. Educational Studies in Mathematics, 109, 337-359. https://doi.org/10.1007/s10649-021-10058-9
- Lee, J. Y., Choi, B., Kim, D., Kim, S., Won, Y., Kang., H., Kim, S., & Kang, S. (2022). Middle school mathematics 2. Cheonjae Education.
- Lew, H. C., Sunwoo, H., Shin, B., Cho, J., Kim, Y., Lee, B., Lim, M., Han, M., Nam, S., Kim, M., & Cheong, S. (2022). High school mathematics 1. Cheonjae Education.
- Maass, J., O'Meara, N., & Patrick Johnson, J. O. (2018). Mathematical modelling for teachers. Springer.
- Maass, K. (2010). Classification scheme for modelling tasks. Journal Fur Mathematik-Didaktik, 31(2), 285-311.
- Meyer, D. (2015). Missing the promise of mathematical modeling. The Mathematics Teacher, 108(8), 578-583. https://doi.org/10.5951/mathteacher.108.8.0578
- Na, G. S., Park, M., Kim, D. W., Kim, Y., & Lee, S. J. (2018). Exploring the direction of mathematics education in the future age. Journal of Educational Research in Mathematics, 28(4), 437-478.
- Park, E. Y., & Kwon, O. N. (2023). Comparison and analysis of middle school trigonometry textbook tasks and teacher design tasks: From the perspective of mathematical modelling. Journal of Learner-Centered Curriculum and Instruction, 23(7), 817-838.
- Park, S., & Han, S. (2018). Reconstruction and application of reforming textbook problems for mathematical modeling process. The Mathematical Education, 57(3), 289-309. https://doi.org/10.7468/MATHEDU.2018.57.3.289
- Park, W. H., & Choi-Koh, S. S. (2022). A comparative study on International Baccalaureate Diploma Programme (IBDP) textbooks and Korean textbooks by the 2015 revised curriculum: Focus on function from a mathematical modeling perspective. Journal of the Korean School Mathematics Society, 25(2), 125-148. https://doi.org/10.30807/ksms.2022.25.2.002
- Pepin, B., & Haggarty, L. (2001). Mathematics textbooks and their use in English, French and German classrooms: A way to understand teaching and learning cultures. Zentralblatt fur Didaktik der Mathematik, 33, 158-175. https://doi.org/10.1007/BF02656616
- Song, H. J., Ka, Y., & Hwang, J. (2023). Exploring opportunities for mathematical modeling in Korean high school textbooks: An analysis of exponential and logarithmic function tasks. Research in Mathematical Education, 26(3), 253-270. https://doi.org/10.7468/JKSMED.2023.26.3.253
- Stein, M. K., & Kaufman, J. H. (2010). Selecting and supporting the use of mathematics curricula at scale. American Educational Research Journal, 47, 663-693. https://doi.org/10.3102/0002831209361210
- Suh, J., Matson, K., Seshaiyer, P., Jamieson, S., & Tate, H. (2021). Mathematical modeling as a catalyst for equitable mathematics instruction: Preparing teachers and young learners with 21st century skills. Mathematics, 9(2), 162.
- Tekin-Dede, A., & Bukova-Guzel, E. (2018). A Rubric Development Study for the Assessment of Modeling Skills. The Mathematics Educator, 27(2), 33-72.
- Vorholter, K., Greefrath, G., Borromeo Ferri, R., Leiss, D., & Schukajlow, S. (2019). Mathematical modelling. In H. N. Jahnke, & L. Hefendehl-Hebeker (Eds.), Traditions in German-speaking mathematics education research (pp. 91-114). Cham, Switzerland: Springer.
- Wegerif, R., & Dawes, L. (2004). Thinking and learning with ICT: Raising achievement in primary classrooms. Routledge Falmer.
- Yang, X., Schwarz, B., & Leung, I. K. (2022). Pre-service mathematics teachers' professional modeling competencies: A comparative study between Germany, Mainland China, and Hong Kong. Educational Studies in Mathematics, 109(2), 409-429. https://doi.org/10.1007/s10649-021-10064-x
- Yin, R. K. (2003). Case study research: Design and methods. Sage Publications.