Validity and Reliability of Teachers’ Mathematics Competence Scale

Authors

  • Nor Hasnida Md Ghazali Faculty of Human Development, Universiti Pendidikan Sultan Idris, Perak, Malaysia.
  • Noor Insyirah Abu Bakar Faculty of Human Development, Universiti Pendidikan Sultan Idris, Perak, Malaysia.
  • Nor Azlin Mohd Rusdin Faculty of Human Development, Universiti Pendidikan Sultan Idris, Perak, Malaysia.
  • Syaza Hazwani Zaini Faculty of Human Development, Universiti Pendidikan Sultan Idris, Perak, Malaysia.
  • Mahizer Hamzah Faculty of Human Development, Universiti Pendidikan Sultan Idris, Perak, Malaysia.

DOI:

https://doi.org/10.9734/bpi/cpassr/v6/2370

Keywords:

Validity, reliability, Ernest framework, mathematics knowledge principal component analysis

Abstract

Mathematical knowledge is very important to the mathematics teacher. The effectiveness of mathematic learning in the classroom heavily depends on the teacher's ability to facilitate learning. Exactly, teachers hoped to generate an effective and suitable curriculum for mathematical teaching. The aim of this study was to validate the mathematical knowledge scale based on the Earnest Framework in the Malaysian version. The respondents were 150 mathematics teachers from the north of Malaysia. A total of 26-item questionnaires examining mathematical knowledge were given to the participants. The validity of the scale was determined by using exploratory factor analysis with principal components analysis and varimax rotation. The number of factors through eigenvalues greater than one and frames the structure of the scale through factor loading re determined. The value of the eigenvalue and factor loading were considered in this research to frame and develop the structure of the scale. The reliability was tested with Cronbach's alpha. The appropriateness of the dataset to be used in factorial analysis was confirmed through KaiserMeyer-Olkin (KMO) and Barlett’s test of sphericity. The findings showed that six factors on the scale explaining 67.39% of the variances. 26 items with factor loading greater than 0.60 were determined for the scale. The structure of the scale was as follows; three items in the first factor, two items in the second factor, five items in the third factor, four items in the fourth factor, ten items in the fifth factor, and two items in the sixth factor. The reliability of the scale was 0.958. In conclusion, the scale is valid and reliable in measuring teachers’ mathematics knowledge. The scale can be used in research to examine the proficiency and mastery of the teacher in teaching mathematics.

Published

2024-11-16

How to Cite

Nor Hasnida Md Ghazali, Noor Insyirah Abu Bakar, Nor Azlin Mohd Rusdin, Syaza Hazwani Zaini, & Mahizer Hamzah. (2024). Validity and Reliability of Teachers’ Mathematics Competence Scale. Current Progress in Arts and Social Studies Research Vol. 6, 11–25. https://doi.org/10.9734/bpi/cpassr/v6/2370