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Measuring educational leadership in Singapore: Re-examining the psychometric properties of the Multifactor Leadership Questionnaire

URI
https://hdl.handle.net/10497/26654
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Type
Article
Files
 FS-14-1280038.pdf (259.16 KB)
Citation
Wang, J. C., Liu, W. C., Kee, Y. H., Ng, B., Chua, L., & Hu, L. (2023). Measuring educational leadership in Singapore: Re-examining the psychometric properties of the Multifactor Leadership Questionnaire. Frontiers in Psychology, 14, Article 1280038. https://doi.org/10.3389/fpsyg.2023.1280038
Author
Wang, John Chee Keng 
•
Liu, Woon Chia 
•
Kee, Ying Hwa 
•
Ng, Betsy Ling Ling 
•
Chua, Lilian
Abstract

Introduction: The Multifactor Leadership Questionnaire (MLQ-5X) has been used frequently to assess leadership in different settings. Despite its popularity, there are many critiques of the MLQ-5X such as its questionable multidimensional structure, lack of connection to the theory and the different factor structures of the measurement tool. The purpose of this study was to re-examine the psychometric properties of the MLQ-5X in the Singapore educational context using two datasets.

Methods: A total of 872 teachers (40.1% male and 59.9% female) from 20 secondary schools in Singapore completed two sets of MLQ-5X, one set for their immediate reporting officer and one set for their school leaders.

Results: Congeneric Confirmatory Factor Analysis, Rho’s coefficients, and AVE were used to analyze MLQ-5X’s convergent validity and internal consistency. After five items were deleted, the MLQ-5X showed acceptable internal consistency and convergent validity. Eight measurement models were tested with the original 36 items and the reduced items MLQ-5X. Latent factor correlation matrix with confidence intervals was used to assess the discriminant validity of the MLQ-5X. The results provided support for a nine first-order factors and three second-order factors model (transformation [IIA, IIB, IM, IS, IC, CR], transactional (MBEA), and non-leadership (MBEP and LF).

Discussion: The discriminant validity of the hierarchical measurement model of MLQ-5X is supported using dataset 2.

Keywords
  • Congeneric CFA

  • Convergent validity

  • Discriminant validity...

  • MLQ-5X

  • Transformational tran...

Date Issued
2023
Publisher
Frontiers
Journal
Frontiers in Psychology
DOI
10.3389/fpsyg.2023.1280038
Dataset
https://doi.org/10.25340/R4/DAV5LQ
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