CE  Vol.6 No.12 , July 2015
An Exploratory Factor Analysis on Generating Teaching and Learning Guiding Principles from Malaysian Teacher Educators’ Perspectives
ABSTRACT
The purpose of this study was to develop and establish the validity and reliability of Teaching and Learning instrument to generate teaching and learning guiding principles. Participants consisted of 171 Malaysian teacher educators. The Teaching and Learning instrument is a 5-point Likert-scaled survey consisting of 67 statements and 6 subscales. The internal consistency using Cronbach’s coefficient alpha for every subscale is greater than 0.700. For the overall instrument using the 67 items that comprised the six subscales, internal consistency reliability analysis revealed a Cronbach’s coefficient alpha of 0.977. Additionally, the varimax rotation was proceeded by maintaining six factors with a total variance contribution of 62.56 percent. Items with factor loading greater than 0.375 were retained. Finally, there were 41 items remaining. However, there were 26 items absent in the original constructs, thus the items were discarded because they were found inappropriate for representing new constructs. The factor analysis found that the teaching and learning guiding principles produced six factors: intellectual excitement (6 items), quality learning spaces (10 items), constructive alignment (8 items), international and culturally (10 items), climate of inquiry (4 items), and nurture good values (3 items).

Cite this paper
Adnan, M. , Masuwai, A. , Tajudin, N. and Rahman, N. (2015) An Exploratory Factor Analysis on Generating Teaching and Learning Guiding Principles from Malaysian Teacher Educators’ Perspectives. Creative Education, 6, 1245-1255. doi: 10.4236/ce.2015.612123.
References
[1]   Chua, Y. P. (2009). Advanced Research Statistics: Regression Test, Factor Analysis and SEM Analysis. New York: McGraw-Hill Education.

[2]   Futrell, M. (2010). Transforming Teacher Education to Reform America’s P-20 Education System. Journal of Teacher Education, 6, 432-440.
http://dx.doi.org/10.1177/0022487110375803

[3]   Ghafar, M. N. (1999). Penyelidikan Pendidikan. Johor Bahru: Universiti Teknologi Malaysia.

[4]   Konting, M. M. (2004). Kaedah penyelidikan pendidikan. Kuala Lumpur: Dewan Bahasa dan Pustaka.

[5]   Maat, S. M., Zakaria, E., & Nordin, N. M. (2011). A Confirmatory Factor Analysis of Mathematics Beliefs Scale in a Malaysian Context. Australian Journal of Basic & Applied Sciences, 5, 555-560.

[6]   Miles, M. B., & Huberman, A. M. (1994). Qualitative Data Analysis: An Expanded Sourcebook. Thousand Oaks, CA: Sage Publications.

[7]   Ministry of Education (2012). Laporan Awal Pelan Pembangunan Pendidikan 2013-2025.
www.moe.gov.my/userfiles/file/PPP/Preliminary-Blueprint-BM.pdf

[8]   Som, H. M. (2005). Panduan Mudah Analisis Data Menggunakan SPSS Window. Johor Bahru: Universiti Teknologi Malaysia.

[9]   Tabachnick, B. G., & Fidell, L. S. (2001). Using Multivariate Analysis. Northridge: California State University, Harper Collins College Publishers.

[10]   University Education Research Laboratory (2014). Retrieved on June 1st, 2015 from
http://www.uerl.upsi.edu.my/

 
 
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