How to test the normality of Likert scale and interpret the results

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#likertscale
  1. Mohamed Benhima
  2. Normality tests
  3. Likert scale
  4. how to check for outliers
  5. Shapiro Wilk
  6. Kolmogrov Simirnov test
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Комментарии
Автор

Sir, i have a question do we need to test the assumption of both independent and dependent variables or we can only test the dependent one .

amalela-icqf
Автор

Hello sir, I have a doubt. What is the best way to test normality for likert scale data shapiro wilk or kurtosis & skewness . What test we should use.

Also, if your data is normal according to kurtosis & skewness test but indicates non- normality according to shapiro wilk. What should we report and which one is more reliable ?
Sir please do reply

mansimakkar
Автор

Thank you doctor for the valuable information.
Some argue that no need to do a normality test for likert scale data; it's non-normal always. A Likert scale can never generate normally distributed data.
What do you think about this argument

abdulazizalhussan
Автор

Thank you Dr., If I want to plot QQ plot in Excel for Likert scale data points and we we have some duplicate ratings that how should we give Rank those duplicate data points ...For example we have data points 5, 5, 6, 7 then what will be rank for these four data points, please ? Either this will be 1, 2, 3, 4 OR different ?

shortandsweet
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Can we use normality test to check whether our population is normally distributed or not?

soukainaaziz