CONCEPTUAL ANALYSIS article

Front. Educ.

Sec. STEM Education

Volume 10 - 2025 | doi: 10.3389/feduc.2025.1579921

Developing a Visual Model to Represent the Implementation of an Ambitious Mathematics Program

Provisionally accepted
Jeffrey  ChoppinJeffrey Choppin1*Saliha  AlSaliha Al1Junnan  LiJunnan Li1Charles  WilkesCharles Wilkes2Ernesto  Daniel CallerosErnesto Daniel Calleros3
  • 1University of Rochester, Rochester, United States
  • 2University of California, Davis, Davis, California, United States
  • 3California State University, Fresno, Fresno, California, United States

The final, formatted version of the article will be published soon.

We describe the development of a visual model to represent the implementation of an ambitious mathematics program, which serves as an example of a complex educational reform. Visual models can be both conceptual and empirical, representing aspirational and theoretical perspectives while simultaneously incorporating empirical details specific to the context. Integrating conceptual and empirical aspects leads to tensions in managing the complexity of the model. Our process began with a simple model that guided our empirical work, which involved qualitative analysis. As we explored the systems and resources associated with the implementation of the ambitious mathematics program, the model took on more detail and complexity, both conceptually and empirically. In subsequent iterations of the model, we encountered tensions in balancing conceptual and empirical purposestensions between balancing conceptual and empirical purposes, as well as challenges in displaying its emerging complexity.

Keywords: visual models, qualitative analysis, educational reforms, ambitious mathematics teaching, Mathematics education

Received: 19 Feb 2025; Accepted: 23 Apr 2025.

Copyright: © 2025 Choppin, Al, Li, Wilkes and Calleros. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Jeffrey Choppin, University of Rochester, Rochester, United States

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