Linganisha mbinu

	Uhalali wa dhana wa muda mrefu	Uchanganuzi wa Kimfumo wa Uhakiki (CFA)
Nyanja	Saikometriki	Saikometriki
Familia	Latent structure	Latent structure
Mwaka wa asili	1993–2000	1969
Mwanzilishi	Meredith, Vandenberg, and the measurement invariance tradition	Karl Gustav Jöreskog
Aina	Validity evaluation framework	Hypothesis-testing latent variable model
Chanzo asilia	Vandenberg, R. J. & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70.	Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202.
Majina mbadala	longitudinal measurement validity, construct validity over time, longitudinal measurement invariance, LCV	CFA, confirmatory FA, measurement model, restricted factor analysis
Zinazohusiana	5	4
Muhtasari	Longitudinal construct validity evaluates whether a psychological scale measures the same latent construct in the same way across multiple time points. It is tested by progressively constraining a confirmatory factor model across waves and comparing model fit, ensuring that observed change scores reflect genuine change in the underlying trait rather than measurement drift.	Confirmatory factor analysis tests a researcher-specified factor structure against observed data. Unlike exploratory approaches, the researcher decides in advance which indicators load on which latent factor, and the model is evaluated by how closely the implied covariance matrix reproduces the sample covariance matrix. CFA is central to scale validation, construct validity assessment, and measurement invariance testing.