Aristotle University of Thessaloniki, Greece.
University of Nicosia, Nicosia, Cyprus.
Nonlinear Dynamics Psychol Life Sci. 2023 Jul;27(3):291-317.
This study explores the hypothesis related to a punctuated equilibrium process for conceptual change in science learning, in conjunction with the effects of four cognitive variables: logical thinking and field-dependence/field-independence, divergent and convergent thinking. The participants were fifth and sixth-grade elementary school pupils involved in different tasks, who were asked to describe and interpret chemical phenomena. Latent Class Analysis (LCA) was applied to children's responses, and three clusters or latent classes (LC1, LC2, and LC3) were identified, corresponding to hierarchical levels of conceptual understanding. The ensued LCs align with the theoretical conjecture about a stepwise conceptual change process that might go through various stages or mental models. These levels or stages are conceptualized as attractors, and changes between them were modeled as cusp catastrophes using the four cognitive variables as controls. The analysis showed that logical thinking acted as asymmetry factor, while field-dependence/field-independence, divergent and convergent thinking acted as bifurcation variables. This analytic approach presents a methodology for investigating conceptual change as a punctuated equilibrium process that adds to the nonlinear dynamical research with important implications for theories of conceptual change in science education and psychology as well. Discussion on the new perspective embracing the meta-theoretical framework of complex adaptive systems (CDS) is provided.
本研究探讨了科学学习中概念变化的间断平衡过程的假设,同时考虑了四个认知变量的影响:逻辑思维和场依存/场独立、发散思维和聚合思维。参与者是五年级和六年级的小学生,他们参与了不同的任务,被要求描述和解释化学现象。潜在类别分析(LCA)应用于儿童的反应,确定了三个聚类或潜在类别(LC1、LC2 和 LC3),对应于概念理解的层次水平。随后的 LCs 与关于可能经历不同阶段或心理模型的逐步概念变化过程的理论假设一致。这些水平或阶段被概念化为吸引子,并且它们之间的变化被建模为使用四个认知变量作为控制的尖点突变。分析表明,逻辑思维起着非对称因素的作用,而场依存/场独立、发散思维和聚合思维起着分岔变量的作用。这种分析方法提供了一种研究概念变化作为间断平衡过程的方法,为科学教育和心理学中的概念变化理论的非线性动力学研究增添了重要意义。提供了对复杂适应系统(CDS)元理论框架的新视角的讨论。