学生成绩的分岔与滞后效应:教育研究的复杂性与混沌特征

D. Stamovlasis
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引用次数: 5

摘要

本文讨论了一些关于传统线性方法的方法论问题,并表明教育研究需要向复杂性和非线性动力系统(NDS)框架转变范式。本文提出了一项定量研究,旨在检验教育中的非线性动态假设。运用突变理论,论证了学生的科学教育成就可以用一个尖点模型来描述,其中两个认知变量分别作为控制——逻辑思维作为不对称和场依赖/独立作为分叉。研究结果支持了非线性假设,为学生成绩的分岔效应和滞后效应提供了实证证据。对该模型进行了解释,并讨论了其含义和基本的认识论问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bifurcation and Hysteresis Effects in Student Performance: The Signature of Complexity and Chaos in Educational Research
This paper addresses some methodological issues concerning traditional linear approaches and shows the need for a paradigm shift in education research towards the Complexity and Nonlinear Dynamical Systems (NDS) framework. It presents a quantitative piece of research aiming to test the nonlinear dynamical hypothesis in education. It applies catastrophe theory and demonstrates that students’ achievements in science education could be described by a cusp model, where two cognitive variables are implemented as controls - the logical thinking as the asymmetry and the field dependence/independence as the bifurcation respectively. The results support the nonlinear hypothesis by providing the empirical evidence for bifurcation and hysteresis effects in students’ performance. Interpretation of the model is provided and implications and fundamental epistemological issues are discussed.
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