Conference paper 2012

Confirmatory factor analysis of a measurement model of creative teaching practices in design and technology using structural equation modeling

ICSSBE 2012 - Proceedings, 2012 International Conference on Statistics in Science, Business and Engineering: "Empowering Decision Making with Statistical Sciences"
Conference · pp. 567-570
Abstract

The aim of this study is to test and compare the structural validity of two alternative hypothesized measurement models for the construct of creative teaching in design and technology by performing a confirmatory factor analysis (CFA) using a structural equation modeling approach A correlated two-factors with the latent variables of creative personality and metacognition operation practices was compared to a correlated three-factors model with planning, monitoring and action as the latent variables. The creative teaching in design and technology (CT), consisting of 58 items from the 21 item creative personality (CP) and 37 item metacognition operation practice (MOP) was administered to 292 Living Skill teachers. The results using AMOS 18 software indicate that the three factor measurement model of creative teaching with χ2=376.231, p=0.01, χ2 /df =2.187, GFI=0.90, AGFI=0.87, RMR=0.014, RMSEA=0.064, provided a better fit compared to the two factors model. All factor loadings for the three-factor model were significant at the 0.001 level, with standardized coefficient, β ranging from 0.36 to 0.89. In conclusion, the three-factor model represents an adequate description of creative teaching in design and technology structure. © 2012 IEEE.

Keywords

Author Keywords

Design and technology confirmatory factor analysis creative teaching

Index Keywords

Factor analysis structural equation modeling Teaching practices Design confirmatory factor analysis Measurement model Metacognition Design and technology technology Cognitive systems Latent variable Three-factor model
Author Affiliations
Faculty of Education, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia
Design and Technology Department, Institute of Teacher Education, Terengganu, Terengganu, Malaysia
Funding & Acknowledgements
No funding information
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10 A Study of Influential Factors for Creative Teaching, (2009)
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