So sánh phương pháp

	Omega McDonald theo chiều dọc	Phân tích nhân tố khẳng định (Confirmatory Factor Analysis - CFA)	Phân tích Cronbach's Alpha (Độ tin cậy)
Lĩnh vực	Trắc lượng tâm lý	Trắc lượng tâm lý	Thống kê
Họ	Latent structure	Latent structure	Latent structure
Năm ra đời	1999 (original omega); 2014 (longitudinal extension)	1969	1951
Người khởi xướng	McDonald (1999); extended to longitudinal contexts by Geldhof, Preacher, and Zyphur (2014) and subsequent authors	Karl Gustav Jöreskog	Lee J. Cronbach
Loại	Reliability / internal consistency coefficient	Hypothesis-testing latent variable model	Reliability / internal consistency coefficient
Công trình gốc	McDonald, R. P. (1999). Test Theory: A Unified Treatment. Lawrence Erlbaum Associates. ISBN: 978-0805830(textbook)	Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202.	Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334.
Tên gọi khác	longitudinal omega, omega longitudinal reliability, time-varying omega, repeated-measures omega	CFA, confirmatory FA, measurement model, restricted factor analysis	coefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)
Liên quan	3	4	4
Tóm tắt	Longitudinal McDonald's omega estimates scale reliability separately at each measurement occasion in a panel or repeated-measures study. By fitting a confirmatory factor model at each wave, it tracks how consistently a set of items measures its target construct over time, detecting erosion or improvement in measurement quality that a single omnibus reliability coefficient would obscure.	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.	Cronbach's alpha is a coefficient of internal consistency that quantifies the degree to which a set of items on a scale measures the same underlying construct. Introduced by Lee J. Cronbach in 1951, it remains the most widely reported reliability index in social-science, health, and educational research.