Stability Analysis and Extension of a Discrete-Time Dynamical System for Scaffolded Learning

Van Geert and Steenbeek [16] proposed a coupled, delayed, discrete-time deterministic dynamical system to model scaffolded learning. We provide a detailed analysis of their model, whose global dynamics are complicated by the presence of intersecting lines of non-isolated, nonhyperbolic fixed points. We also interpret some of the trajectories in the system that have interesting dynamics in the context of the teacher-student interactions, and propose an extension to the model that simultaneously collapses the lines of fixed points to single, isolated points and is easily interpreted. These results provide the foundation for guiding the collection and integration of experimental data to apply the model to inform the teaching and learning process.

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Publication Details

Journal
Northeast Journal of Complex Systems
Published
2025-06-24
DOI
https://doi.org/10.63562/2577-8439.1083
Primary Topic
Mathematical and Theoretical Analysis
Type
article
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article

Stability Analysis and Extension of a Discrete-Time Dynamical System for Scaffolded Learning

Bernard Ricca, Kris H. Green
Northeast Journal of Complex Systems
Mathematical and Theoretical Analysis
article

Stability Analysis and Extension of a Discrete-Time Dynamical System for Scaffolded Learning

Bernard Ricca, Kris H. Green
article en

Abstract

Van Geert and Steenbeek [16] proposed a coupled, delayed, discrete-time deterministic dynamical system to model scaffolded learning. We provide a detailed analysis of their model, whose global dynamics are complicated by the presence of intersecting lines of non-isolated, nonhyperbolic fixed points. We also interpret some of the trajectories in the system that have interesting dynamics in the context of the teacher-student interactions, and propose an extension to the model that simultaneously collapses the lines of fixed points to single, isolated points and is easily interpreted. These results provide the foundation for guiding the collection and integration of experimental data to apply the model to inform the teaching and learning process.

Northeast Journal of Complex SystemsVol. 7(3)
Openalex Percentile: Top 79%
Mathematical and Theoretical Analysis
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