Contents
Can you do regression on Likert scale data?
Likert scale yields nominal (nonparametric) data. And regression analysis is not applicable to nonparametric variables since they don’t have normal distribution.
What type of data is Likert?
Likert items are used to measure respondents’ attitudes to a particular question or statement. To analyse the data it is usually coded as follows. One must recall that Likert-type data is ordinal data, i.e. we can only say that one score is higher than another, not the distance between the points.
What’s the difference between a Likert scale and a logistic regression?
In the question, the researcher asked about logistic regression, but the same answer applies to all regression models. 1. There is a difference between a likert scale item (a single 1-7 scale, eg.) and a full likert scale , which is composed of multiple items.
How to analyze Likert type dependent variables ( DV )?
Suppose your dependent variable (DV) is a Likert scale or something similar. That is, it’s some sort of rating, from 1 to 5 or 1 to 7 or some such. And suppose you want to regress that on several independent variables. What should you do? There are three broad categories of regression models that might be applicable.
Which is an example of ordinal logistic regression?
ANALYSING LIKERT SCALE/TYPE DATA, ORDINAL LOGISTIC REGRESSION EXAMPLE IN R. 1. Motivation. Likert items are used to measure respondents attitudes to a particular question or statement. One must recall that Likert-type data is ordinal data, i.e. we can only say that one score is higher than another, not the distance between the points.
Can you create binary variables based on Likert scales?
You can create binary variables based on Likert scales for right hand side controls & then interpret the coefficients appropriately. If you are using the Likert-made variable as the dependent variable, you can use an ordered probit.