Development and Validation of the Creative Metacognition Scale (CMCS)

元认知 验证性因素分析 探索性因素分析 同时有效性 心理学 结构效度 比例(比率) 创造力 构造(python库) 预测效度 外部有效性 心理测量学 社会心理学 发展心理学 结构方程建模 认知 计算机科学 机器学习 物理 量子力学 神经科学 内部一致性 程序设计语言
作者
Donggun An,Yousun Kwon,Jung-Min Pyo
出处
期刊:Chang-uilyeog gyo-yug yeon-gu [Korean Society for Creativity Education]
卷期号:23 (1): 1-25
标识
DOI:10.36358/jce.2023.23.1.1
摘要

This study developed the Creative Metacognition Scale (CMCS), a specific type of measure that reflects creativity characteristics, and examined the validity of the scale. This study developed a multidimensional scale including creative problem solving stages (problem identification, idea generation, idea development, and idea implementation) and metacognitive control components (planning, monitoring, regulation) as the constituent factors of the scale. This is due to the lack of considering the creative process and metacognitive control in recent studies dealing with creative metacognition and a measure assessing the concept with the multidimensional factors. In the initial stage, we developed 80 items consisting of four upper factors (12 sub-factors) and completed the final scale including four upper factors (12 sub-factors) and 36 items through item analysis and validity examinations. Data were collected from a total of 341 college students in South Korea. We explored the component factors of the scale (exploratory factor analysis) and examined its construct validity (confirmatory factor analysis) and concurrent validity. For exploratory factor analysis, data from 191 students were used, and data from 150 students were used for confirmatory factor analysis and concurrent validity examination. The results showed that the Creative Metacognition Scale developed in the current study had good construct validity and concurrent validity. Theoretical and practical implications and future directions were discussed.
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