articleJournal of Physics Conference SeriesSep 1, 2017DIAMOND OA

Discriminant Validity Assessment: Use of Fornell & Larcker criterion versus HTMT Criterion

Universiti Malaysia Pahang Al-Sultan Abdullah · Majmaah University

Indexed incrossref

Abstract

Assessment of discriminant validity is a must in any research that involves latent variables for the prevention of multicollinearity issues. Fornell and Larcker criterion is the most widely used method for this purpose. However, a new method has emerged for establishing the discriminant validity assessment through heterotrait-monotrait (HTMT) ratio of correlations method. Therefore, this article presents the results of discriminant validity assessment using these methods. Data from previous study was used that involved 429 respondents for empirical validation of value-based excellence model in higher education institutions (HEI) in Malaysia. From the analysis, the convergent, divergent and discriminant…

Citation impact

1,377
total citations
FWCI
39.70
Percentile
100%
References
16
Citations per year

Authors

3

Topics & keywords

Keywords
  • Multicollinearity
  • Discriminant validity
  • Latent variable
  • Linear discriminant analysis
  • Discriminant
  • Criterion validity
  • Optimal discriminant analysis
  • Statistics
UN Sustainable Development Goals
  • Reduced inequalities
No related works found for this paper.