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Methoden vergelijken

Bekijk de geselecteerde methoden naast elkaar; rijen die verschillen zijn gemarkeerd.

Multivariaat Explorerend Kwantitatief Onderzoek×Exploratieve factoranalyse (EFA)×
VakgebiedOnderzoeksontwerpStatistiek
FamilieProcess / pipelineLatent structure
Jaar van ontstaan1930s–1960s (foundational multivariate methods); codified in research design literature from the 1980s onward
GrondleggerHair, Tabachnick, and colleagues (canonical synthesis); roots in Fisher, Hotelling, and Thurstone (early 20th century)
TypeQuantitative research designLatent variable / dimension reduction
Oorspronkelijke bronHair, 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 ↗
Aliassenmultivariate exploratory design, exploratory multivariate analysis, multivariate data exploration, MEQ researchcommon factor analysis, açımlayıcı faktör analizi, factor analysis
Verwant54
SamenvattingMultivariate 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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ScholarGateMethoden vergelijken: Multivariate Exploratory Quantitative Research · EFA. Geraadpleegd op 2026-06-17 via https://scholargate.app/nl/compare