Linganisha mbinu

	Uthibitishaji wa Uhalali wa Utofauti Thabiti	Uthibitisho wa Ulinganifu
Nyanja	Saikometriki	Saikometriki
Familia	Latent structure	Latent structure
Mwaka wa asili	1959 (foundational); 2015 (HTMT criterion)	1959
Mwanzilishi	Henseler, Ringle & Sarstedt (HTMT); Campbell & Fiske (foundational framework)	Donald T. Campbell & Donald W. Fiske
Aina	Validity assessment / measurement quality criterion	Validity evidence / construct validation
Chanzo asilia	Henseler, J., Ringle, C. M. & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135.	Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56(2), 81–105.
Majina mbadala	HTMT criterion, heterotrait-monotrait ratio, discriminant validity testing, RDV	convergent construct validity, convergence validity, AVE-based convergent validity
Zinazohusiana	4	4
Muhtasari	Robust discriminant validity assessment determines whether distinct latent constructs in a measurement model are sufficiently different from one another. Unlike traditional AVE-based approaches, robust methods such as the Heterotrait-Monotrait (HTMT) ratio use the pattern of inter-indicator correlations to provide a more sensitive and simulation-validated criterion for judging discriminant validity in structural equation modeling contexts.	Convergent validity is the degree to which multiple indicators that are theoretically expected to measure the same construct actually correlate with one another. It is one of the two complementary forms of construct validity identified by Campbell and Fiske (1959) and is now routinely assessed via factor loadings and the Average Variance Extracted (AVE) statistic in SEM-based scale validation.