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Wielowymiarowe badania ilościowe o charakterze eksploracyjnym×Eksploracyjna analiza czynnikowa (EFA)×
DziedzinaProjektowanie badańStatystyka
RodzinaProcess / pipelineLatent structure
Rok powstania1930s–1960s (foundational multivariate methods); codified in research design literature from the 1980s onward
TwórcaHair, Tabachnick, and colleagues (canonical synthesis); roots in Fisher, Hotelling, and Thurstone (early 20th century)
TypQuantitative research designLatent variable / dimension reduction
Źródło pierwotneHair, J. F., Black, W. C., Babin, B. J., & Anderson, R. E. (2019). Multivariate Data Analysis (8th ed.). Cengage Learning. ISBN: 978-1473756540Fabrigar, 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 ↗
Inne nazwymultivariate exploratory design, exploratory multivariate analysis, multivariate data exploration, MEQ researchcommon factor analysis, açımlayıcı faktör analizi, factor analysis
Pokrewne54
PodsumowanieMultivariate exploratory quantitative research is a design in which researchers simultaneously examine multiple quantitative variables without imposing a predetermined structural model, using techniques such as exploratory factor analysis, cluster analysis, or principal component analysis to detect latent patterns, natural groupings, or underlying dimensions in the data. The goal is discovery and pattern recognition rather than hypothesis confirmation.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.
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ScholarGatePorównaj metody: Multivariate Exploratory Quantitative Research · EFA. Pobrano 2026-06-15 z https://scholargate.app/pl/compare