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Konfirmačná faktorová analýza×Cronbachovo alfa (Analýza spoľahlivosti)×Exploratory Factor Analysis (EFA)×Hierarchical Linear Modeling (HLM / Multilevel Modeling)×
OdborPsychometriaŠtatistikaŠtatistikaŠtatistika
RodinaLatent structureLatent structureLatent structureHypothesis test
Rok vzniku196919511986
TvorcaKarl JöreskogLee J. CronbachRaudenbush & Bryk (popularized); Goldstein (parallel development)
TypMeasurement model / latent variable analysisReliability / internal consistency coefficientLatent variable / dimension reductionParametric nested-data regression
Pôvodný zdrojBrown, T. A. (2015). Confirmatory Factor Analysis for Applied Research (2nd ed.). Guilford Press. ISBN: 978-1462515363Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. DOI ↗Fabrigar, L. R., Wegener, D. T., MacCallum, R. C. & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. DOI ↗Raudenbush, S.W. & Bryk, A.S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage. ISBN: 978-0761919049
Ďalšie názvyDoğrulayıcı Faktör Analizi — Ölçek Doğrulama (CFA), confirmatory factor analysis, measurement model testingcoefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)common factor analysis, açımlayıcı faktör analizi, factor analysisHLM, MLM, multilevel modeling, multilevel analysis
Príbuzné6444
ZhrnutieConfirmatory factor analysis is a measurement modelling technique that tests whether a hypothesised factor structure — typically derived from theory or an earlier exploratory analysis — fits observed data from a new sample. Developed by Karl Jöreskog in 1969, it became the dominant tool for validating psychological scales because it requires the researcher to specify in advance which items belong to which latent factor and then assesses the adequacy of that specification against explicit statistical fit criteria.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.Exploratory factor analysis reduces a large set of observed variables into a smaller number of latent common factors. It is widely used in scale development and psychometrics to uncover the dimensional structure that underlies a set of correlated items, without specifying that structure in advance.Hierarchical Linear Modeling (HLM), also known as Multilevel Modeling (MLM), is a parametric statistical method for analyzing nested or clustered data — for example students within classrooms, patients within hospitals, or employees within organizations. Formalized by Raudenbush and Bryk in their 2002 seminal text (building on work from the mid-1980s), HLM simultaneously estimates individual-level and group-level effects while correctly partitioning variance across levels.
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ScholarGatePorovnať metódy: CFA — Scale Validation · Cronbach's Alpha · EFA · Hierarchical Linear Modeling. Získané 2026-06-18 z https://scholargate.app/sk/compare