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)	Độ tin cậy kiểm tra lại (Test-Retest Reliability)
Lĩnh vực	Trắc lượng tâm lý	Trắc lượng tâm lý	Thống kê	Trắc lượng tâm lý
Họ	Latent structure	Latent structure	Latent structure	Latent structure
Năm ra đời	1999 (original omega); 2014 (longitudinal extension)	1969	1951	1904
Người khởi xướng	McDonald (1999); extended to longitudinal contexts by Geldhof, Preacher, and Zyphur (2014) and subsequent authors	Karl Gustav Jöreskog	Lee J. Cronbach	Karl Pearson
Loại	Reliability / internal consistency coefficient	Hypothesis-testing latent variable model	Reliability / internal consistency coefficient	Reliability estimate
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.	Nunnally, J. C. & Bernstein, I. H. (1994). Psychometric Theory (3rd ed.). McGraw-Hill. ISBN: 978-0070478497
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)	stability reliability, temporal stability, repeatability coefficient, TRT reliability
Liên quan	3	4	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.	Test-retest reliability quantifies the temporal consistency of a measure by correlating scores obtained from the same participants on two separate occasions. It is a cornerstone of psychometric validation, directly indicating whether a scale or instrument yields stable scores when the underlying construct has not changed.