Data · dataset · 2023
Related Data for: Measuring educational leadership in Singapore: Re-examining the psychometric properties of the Multifactor Leadership Questionnaire
Listed in NIE Data Repository
Introduction: The Multifactor Leadership Questionnaire (MLQ-5X) has been used frequently to assess leadership in different settings.
Description
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
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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.
Links
Where it is published
- Dataverse dataset page researchdata.nie.edu.sg/dataset.xhtml?persistentId=doi%3A10.25340%2FR4%2FDAV5LQ ↗
landing page · from researchdata nie edu sg
- DOI doi.org/10.25340/r4/dav5lq ↗
DOI / persistent id · from researchdata nie edu sg
Catalogue records · 1
- Dataverse API researchdata.nie.edu.sg/api/datasets/:persistentId/?persistentId=doi%3A10.25340%2FR4%2… ↗
metadata API · from researchdata nie edu sg
Topics
- Stated by source
- Social Sciences
- From keywords
- Social Science
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| NIE Data Repository | doi:10.25340/R4/DAV5LQ | 15 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].dataverse_subject:social-sciences | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | /subjects |
| concepts[field].local:field:social-science | mapping · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | /subjects |
| created_date | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | |
| description | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | /description |
| publication_date | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | |
| title | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | /name |
| updated_date | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 | |
| version_label | source · researchdata nie edu sg | connector:researchdata_nie_edu_sg@1.0.0 |