পদ্ধতির তুলনা করুন

	কনফার্মেটরি ফ্যাক্টর অ্যানালাইসিস (CFA)	ক্রোনব্যাকের আলফা (নির্ভরযোগ্যতা বিশ্লেষণ)	আন্তঃপর্যবেক্ষক নির্ভরযোগ্যতা (কোহেনের κ এবং ICC)
ক্ষেত্র	মনোমিতি	পরিসংখ্যান	মনোমিতি
পরিবার	Latent structure	Latent structure	Latent structure
উদ্ভবের বছর	1969	1951	1960 (kappa); 1979 (ICC)
প্রবর্তক	Karl Gustav Jöreskog	Lee J. Cronbach	Cohen (kappa, 1960); Shrout & Fleiss (ICC, 1979)
ধরন	Hypothesis-testing latent variable model	Reliability / internal consistency coefficient	Reliability / agreement analysis
মৌলিক উৎস	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.	Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46.
অপর নাম	CFA, confirmatory FA, measurement model, restricted factor analysis	coefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)	inter-rater reliability, interrater agreement, rater agreement, Değerlendiriciler Arası Güvenilirlik (Cohen's κ, ICC)
সম্পর্কিত	4	4	6
সারসংক্ষেপ	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.	Interrater reliability quantifies the degree to which two or more independent raters produce consistent scores when evaluating the same individuals or products. The family encompasses Cohen's kappa, introduced in 1960 for categorical judgments, and the Intraclass Correlation Coefficient (ICC) for continuous ratings, together spanning most measurement scenarios encountered in behavioral, health, and educational research.