• Home
• Fundamentals
  Introduction What is statistics Terms connected to data Measurement levels Significance SPSS basics
• One variable
  Introduction a binary variable a nominal variable an ordinal variable a scale variable
• Two variables - unpaired
  Introduction binary vs binary binary vs ordinal binary vs scale nominal vs nominal nominal vs ordinal nominal vs scale ordinal vs ordinal ordinal vs scale scale vs scale
• Two variables - paired
  Introduction two nominal two ordinal two scale
• 3+ variables - paired
  Introduction 3+ binary 3+ ordinal 3+ scale
• Distributions
  Introduction Binomial Bivariate Normal Chi-Square (Standard) Normal Student t Wilcoxon (Signed Rank)
• Search

Multiple paired ordinal variables

Impression

In order to get a first impression a frequency table might be helpful. In this case the table can be a cross table with the variable names on the rows and the possible categories in the columns.

With 5 categories, we would expect 20% in each category if everything was distributed evenly. A first glimps at the table shows that the agree and fully agree categories seem to score lower except for '4.4 availability' and '4.7 sufficient competent'.

A visualisation might help here to see other issues perhaps as well.

3+ Ordinal variables

Introduction

Impression

Visualisation

Omnibus test

Post-hoc test

Effect size

Reporting

Google adds