Relations Among Curriculum Governance Model, Teacher Work Settings, and Teacher Perceptions on the Professional Learning Community

IF 0.7 Q4 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Advanced Computational Intelligence and Intelligent Informatics Pub Date : 2023-03-20 DOI:10.20965/jaciii.2023.p0215
Hsiao-Chi Juan
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Abstract

Following the education reform occurring worldwide, the professional learning community has been seen as a crucial factor in changing the teaching practice on site. However, empirical research has failed to deal with multicollinearity under a social context. This study examines the effect of curriculum development policy and leadership on the professional learning community of teachers. The regularized linear regression method is used to identify the precise effect on the professional learning community in two ways, i.e., ridge and least absolute shrinkage and selection operator regressions. The results show that the main variance comes from teacher actions at the school level and that the collaborative sense of teachers has the most significant effect. This study contributes to existing knowledge on the professional learning of teachers by providing distinguished view of governance model.
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课程治理模式、教师工作设置与教师对专业学习共同体认知的关系
随着世界范围内的教育改革,专业学习社区已被视为改变现场教学实践的关键因素。然而,实证研究未能处理社会背景下的多重共线性。本研究探讨课程发展政策与领导对教师专业学习社群的影响。采用正则化线性回归方法,通过岭最小绝对收缩和选择算子回归两种方法来识别对专业学习群体的精确影响。结果表明,学校层面的差异主要来自教师的行为,而教师的合作意识对其影响最为显著。本研究通过对治理模式的独到见解,对现有关于教师专业学习的知识有所贡献。
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来源期刊
CiteScore
1.50
自引率
14.30%
发文量
89
期刊介绍: JACIII focuses on advanced computational intelligence and intelligent informatics. The topics include, but are not limited to; Fuzzy logic, Fuzzy control, Neural Networks, GA and Evolutionary Computation, Hybrid Systems, Adaptation and Learning Systems, Distributed Intelligent Systems, Network systems, Multi-media, Human interface, Biologically inspired evolutionary systems, Artificial life, Chaos, Complex systems, Fractals, Robotics, Medical applications, Pattern recognition, Virtual reality, Wavelet analysis, Scientific applications, Industrial applications, and Artistic applications.
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