Likert scale: What tests to use

What tests to use for Likert scale data?

#likertscale #spss #spsstutorial

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

[amruthateachesenglish]

For my thesis I want to find the correlation between years of experience of teachers and attitudes towards teacher which was done using a likert scale questionnaire. Which statistical tool do I use?