Teachers’ Roles and Teaching Behaviors in Mathematical Modeling Pedagogy

Authors

  • Yimiao Zhang Institute for Mathematical Research, Universiti Putra Malaysia, Selangor 43400, Malaysia; School of Mathematics and Computer Science, Research Center for Mathematical Modeling and Simulation, Hanjiang Normal University, Shiyan, Hubei, 442000, China
  • Nurul Nadwa Zulkifli Institute for Mathematical Research, Universiti Putra Malaysia, Selangor 43400, Malaysia; Faculty of Humanities, Management and Science, Universiti Putra Malaysia Sarawak, Bintulu, Sarawak, 97008, Malaysia
  • Ahmad Fauzi Mohd Ayub Institute for Mathematical Research, Universiti Putra Malaysia, Selangor 43400, Malaysia; Faculty of Educational Studies, Universiti Putra Malaysia, Selangor, 43400, Malaysia

DOI:

https://doi.org/10.70917/ijcisim-2026-1792

Keywords:

Mathematical modeling teaching; Teacher role; Behavior teaching reconstruction

Abstract

Mathematical modeling instruction, as a crucial approach to fostering students' mathematical application awareness and model-based thinking, necessitates a fundamental shift in teachers' teaching philosophies and behaviors. Adopting a "guidance-to-reconstruction" framework, this study examines the developmental path of teacher role transformation in this setting. The study first identifies the core objectives and behavioral characteristics of mathematical modeling instruction, arguing that the teacher's role evolves from a mere knowledge transmitter to a learning facilitator, context designer, and thinking facilitators. Through analysis of practical teaching cases and relevant literature, the paper reveals three stages of teacher role transformation: instructional guidance, modeling support, and instructional reconstruction. This progression demonstrates the teacher's crucial role in organizing problem situations, guiding students' modeling thinking, and promoting teamwork and reflection. The findings suggest that this behavioral shift constitutes not merely a methodological update but a fundamental reconceptualization of teachers’ professional identity. Finally, the paper proposes targeted recommendations for teacher development based on practical reflection and interdisciplinary integration, offering theoretical and practical insights for the advancement of mathematical modeling instruction.

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Published

2026-04-30

How to Cite

Yimiao Zhang, Zulkifli , N. N., & Mohd Ayub , A. F. (2026). Teachers’ Roles and Teaching Behaviors in Mathematical Modeling Pedagogy. International Journal of Computer Information Systems and Industrial Management Applications, 18, 11. https://doi.org/10.70917/ijcisim-2026-1792

Issue

Section

Original Articles