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Confirmatory Factorial Analysis Applied on Teacher Evaluation Processes in Higher Education Institutions of Ecuador

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1110))

Abstract

The verification of validity and reliability of teacher evaluation processes in Higher Education Institutions of Ecuador, has been a topic of interest in recent years. The insertion of ICT in these processes allowed the creation of computer tools and statistical applications with the aim of improving the evaluation instruments, giving support in processes like item selection and factorial structuring. Typically, test reliability and validity has been calculated through techniques, such as Chronbach’s \( \alpha \) and Exploratory Factorial Analysis. However, previous studies have exposed their limitations and demonstrated that these methodologies do not guarantee scale of measurement validity. For this reason, the Confirmatory Factor Analysis emerges as an integrative alternative that provides a more adequate statistical framework, in addition to guiding the researcher towards the optimization of construction process and/or test adaptation. This article details the application of the Confirmatory Factor Analysis to teacher evaluation processes of higher education institutions of Ecuador, demonstrating its usability and benefits over commonly used techniques.

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Correspondence to Erick P. Herrera-Granda .

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Jácome Ortega, A.E., Caraguay Procel, J.A., Herrera-Granda, E.P., Herrera Granda, I.D. (2020). Confirmatory Factorial Analysis Applied on Teacher Evaluation Processes in Higher Education Institutions of Ecuador. In: Basantes-Andrade, A., Naranjo-Toro, M., Zambrano Vizuete, M., Botto-Tobar, M. (eds) Technology, Sustainability and Educational Innovation (TSIE). TSIE 2019. Advances in Intelligent Systems and Computing, vol 1110. Springer, Cham. https://doi.org/10.1007/978-3-030-37221-7_14

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