Can I use Likert scale for correlational research?
Dear, Yes you can do correlation as Likert scale is called Summeted scale too.
Does a Likert scale measure ordinal data?
Developed in 1932 by Rensis Likert1 to measure attitudes, the typical Likert scale is a 5- or 7-point ordinal scale used by respondents to rate the degree to which they agree or disagree with a statement (table). …
What type of variable is 5 point Likert scale?
Categorical for a likert scale as it is an ordinal variable. There is some debate on this topic as some people choose to see it as a continuous variable. For our survey analysis, we chose to treat it like an ordinal variable and used ordinal regression.
What does the numerical value on the Likert scale mean?
Correlational study or ordinal data using 5-point Likert scale. A numerical value ( 1: strongly agree – 5: strongly disagree) will represent the participant’s perception of satisfaction as a patient as related to perioperative educational material. The numerical value is the patient’s response to 5 specific statements.
When to use ordinal or Likert type responses?
The long-running issue with Likert-type scales and ordinal responses is the appropriate statistical treatment of these data. If the data are ordinal, then non-parametric statistics are typically considered the most appropriate option for analysis.
How can I make correlation ( Pearson ) using a Likert scale?
In case of a linear relationship (overrepresentation in the diagonal boxes) Pearson corr is a possible option. Compare Pearson corr with ETA. In case of a linear relationship they are similar, in case of a non-linear one they differ. Consider if you should recode your Likert values, to make the scale more an intervall scale.
Can a Pearson correlation be used for ordinal data?
The Pearson correlation shouldn’t be used for ordinal data. The Spearman r or Kendall’s tau are better choices. Spearman’s r will yield the same outcome if there are no tied scores. Thank you, Fergan! The standard procedures for creating scales from Likert-scored items typically consist of two choices.