• 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

Visualisation

To visualise the frequency table of multiple paired ordinal variables, I'd recommend multiple stacked bar-charts.

We now again see that the students tend to often (fully) disagree, except for '4.4 availability' and '4.7 sufficient competent'.

The table and diagram describe our sample data, but what can we say about the population based on our sample? To answer this we will need to perform a statistical test, which is the topic for the next page.

3+ Ordinal variables

Introduction

Impression

Visualisation

Omnibus test

Post-hoc test

Effect size

Reporting

Google adds