What tests to use for Likert scale data?
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Cronbach alpha reliability test
Exploratory Factor Analysis (EFA)
Confirmatory Factor Analysis (CFA)
Structural Equation Modelling (SEM)
Path analysis
Discriminant and Convergent Validity
Moderation and mediation tests
I. Descriptive statistics:
1) Measures of central tendencies like the mean, median and mode
2) Measures of dispersion like the standard deviation
II. Inferential statistics (parametric or non-parametric tests):
1) Independent samples T Test / Mann Whitney U Test
2) One Way ANOVA / Kruskal Walis H Test
3) Spearman / Pearson correlation
4) Regression tests (simple, multiple, logistic , ordinal or binary regression)
6) Chi-square tests
Likert scale: What tests to use
Теги
Likert scalewhat tests to use for Likert scalethe best way to analyse Likert scalehow to analyse Likert scaleWhat tests to use for Likert scale data?Cronbach alpha reliability testExploratory Factor Analysis (EFA)Confirmatory Factor Analysis (CFA)Structural Equation Modelling (SEM)Path analysisDiscrimnant and Convergent ValidityDescriptive statisticsmedian and modechi-squaret-testANOVAmoderationmediationregression
