IJIET 2021 Vol.11(4): 189-193 ISSN: 2010-3689
doi: 10.18178/ijiet.2021.11.4.1510

Validation of ILS through Exploratory Factor Analysis and Internal Consistency Reliability for Secondary Grade

Munazza A. Mirza, Khawar Khurshid, Kinza Sohail, Salman Biland, and Asma A. Mirza

Abstract—There is a continuous debate on the validity of learning styles in literature. Several models have been proposed for the learning styles, corresponding to the psychometric assessment instrument. Among these models, Felder-Silverman model is widely used by educators to identify the learning styles of the engineering students. The instrument that measures the learning styles is the index of learning style (ILS). This study focuses to identify the validity and reliability of the ILS instrument for middle school students (N=260). This includes internal consistency reliability and construct validity report of the ILS. As a result of the study, the reliability of the instrument was established, however, it was found that there were cross loadings in the 14-factor solution and the 4-factor solution. Thus, the instrument validity for secondary grade students was not established.

Index Terms—Validity, reliability, index of learning style, Felder-Silverman model, exploratory factor analysis.

The authors are with the National University of Sciences and Technology (NUST), Islamabad, Pakistan (corresponding author: Khawar Khurshid; e-mail: khawar.khurshid@seecs.edu.pk).

[PDF]

Cite: Munazza A. Mirza, Khawar Khurshid, Kinza Sohail, Salman Biland, and Asma A. Mirza, "Validation of ILS through Exploratory Factor Analysis and Internal Consistency Reliability for Secondary Grade," International Journal of Information and Education Technology vol. 11, no. 4, pp. 189-193, 2021.

Copyright © 2021 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).

General Information

  • ISSN: 2010-3689 (Online)
  • Abbreviated Title: Int. J. Inf. Educ. Technol.
  • Frequency: Monthly
  • DOI: 10.18178/IJIET
  • Editor-in-Chief: Prof. Dr. Steve Thatcher
  • Executive Editor: Ms. Nancy Y. Liu
  • Abstracting/ Indexing: Scopus (Since 2019), INSPEC (IET), UGC-CARE List (India), EBSCO, Electronic Journals Library, Google Scholar, Crossref, etc.
  • E-mail: ijiet@ejournal.net

Article Metrics in Dimensions