Development and Validation of the Cloud Technologies Usage in Education Scale
Abstract
In this research, it is aimed to develop a scale for the use of cloud technologies in education. The sample group of the study consists of 415 preservice teachers who are studying at universities in Konya. For the validity and reliability analyses of the scale, the sample group consisting of 415 units was randomly allocated (=208 and =207) sub-samples, the first sample was used for explanatory factor analysis and the second sample was used for confirmatory factor analysis. As a result of the explanatory factor analysis of the data obtained from the first group, 6-item scale consists of motivation and interaction sub-dimensions. Interaction dimension of total variability alone explains 35.89% and motivation dimension explains 33.56%. Factor loads for the sub-dimensions ranged between 0.74 and 0.83. The internal consistency coefficient was 0.83 for Cronbach alpha, 0.77 for motivation subscale and 0.79 for interaction subscale. For the second sample, it was found that the model formed by the two-factor structure of the scale was appropriate according to the fit indices obtained from the confirmatory factor analysis results. As a result, Cloud Technologies Usage scale was found to be a valid and reliable measurement tool.
Keywords
References
- Akgül, A. (2005). Tıbbi Araştırmalarda İstatistiksel Analiz Teknikleri. Spss Uygulamaları. Ankara. ISBN: 975-96359-2-5.
- Alpar, R. (1998). İstatistik ve Spor Bilimleri. Ankara: Bağırgan Yayınevi.
- Al-Zoube, M. (2009). E-Learning on the Cloud. Int. Arab J. e-Technol., 1(2), 58-64.
- Arpaci, I. (2016). Understanding and predicting students' intention to use mobile cloud storage services. Computers in Human Behavior, 58, 150-157.
- Aydın, B. (2003). Bilgi toplumu oluşumunda bireylerin yetiştirilmesi ve matematik öğretimi. Pamukkale Üniversitesi Eğitim Fakültesi Dergisi, 14(14), 183-190.
- Barrett, P. (2007). Structural equation modelling: Adju¬dging model fit. Personality And Individual Diffe-rences, 42(5), 815-824.
- Batibay, E. F. (2019). Web 2.0 Uygulamalarinin Türkçe Dersinde Motivasyona Ve Başariya Etkisi: Kahoot Örneği, Master's thesis, Eğitim Bilimleri Enstitüsü).
- Beldarrain, Y. (2006). Distance education trends: Integrating new technologies to foster student interaction and collaboration. Distance education, 27(2), 139-153.
Details
Primary Language
English
Subjects
Other Fields of Education
Journal Section
Research Article
Publication Date
February 5, 2020
Submission Date
September 23, 2019
Acceptance Date
November 19, 2019
Published in Issue
Year 2020 Volume: 9 Number: 1
