How to test the hypothesis in ranked questionnaire?

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Mohammad Hani Al-Kilani

Dear researcher,

You can consider the scale that was used to measure the studied variable as an ordinal scale, which enable the use of nonparametric tests. Deciding on the appropriate test depends on the type of relation between the dependent and independent variables.

Good luck

Kashyap Kumar Sharma

Thank you so much Mohammad Hani Al-Kilani !

Christopher S Bova

To compare the relationship between ranked variables from survey data, try multivariate analysis. Since I'm assuming the data are categorical, check out correspondence analysis!

https://file.scirp.org/pdf/OJS_2014122912023738.pdf

https://en.wikipedia.org/wiki/Correspondence_analysis