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Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire
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...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690820/ https://www.ncbi.nlm.nih.gov/pubmed/38046122 http://dx.doi.org/10.3389/fpsyg.2023.1280038 |
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author | Wang, John Chee Keng Liu, Woon Chia Kee, Ying Hwa Ng, Betsy Chua, Lilian Hu, Liang |
author_facet | Wang, John Chee Keng Liu, Woon Chia Kee, Ying Hwa Ng, Betsy Chua, Lilian Hu, Liang |
author_sort | Wang, John Chee Keng |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10690820 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106908202023-12-02 Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire Wang, John Chee Keng Liu, Woon Chia Kee, Ying Hwa Ng, Betsy Chua, Lilian Hu, Liang Front Psychol Psychology 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. Frontiers Media S.A. 2023-11-17 /pmc/articles/PMC10690820/ /pubmed/38046122 http://dx.doi.org/10.3389/fpsyg.2023.1280038 Text en Copyright © 2023 Wang, Liu, Kee, Ng, Chua and Hu. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Psychology Wang, John Chee Keng Liu, Woon Chia Kee, Ying Hwa Ng, Betsy Chua, Lilian Hu, Liang Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire |
title | Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire |
title_full | Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire |
title_fullStr | Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire |
title_full_unstemmed | Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire |
title_short | Measuring educational leadership in Singapore: re-examining the psychometric properties of the Multifactor Leadership Questionnaire |
title_sort | measuring educational leadership in singapore: re-examining the psychometric properties of the multifactor leadership questionnaire |
topic | Psychology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10690820/ https://www.ncbi.nlm.nih.gov/pubmed/38046122 http://dx.doi.org/10.3389/fpsyg.2023.1280038 |
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