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7 years ago in Discussion By Roopa K

Spearman rho correlation interpretation

How can I interpret the output Spearman rho correlation? Help please!

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By Keerthi Gupta Answered 7 years ago

I hope you know the exact steps that is used in this type of test. If you have missed any step or any step is inappropriate then there will be error in the output.

By Roopa K Answered 7 years ago

Keerthi, I’m confident that I steps I followed are appropriate. No issues with it.

By Keerthi Gupta Answered 7 years ago

Ok then. To interpret the output,
1. If the p-value is less than .05, then there will be statistical significance bivariate between two ordinal variables.
2. If the p-value is more than .05, then there will be no statistical significance between two ordinal variables.
3. Higher rho coefficients denote stronger magnitude of relationship between variables. Whereas smaller rho coefficients denote weaker relationships.
4. Positive correlations denote relationship that travels at the same trajectory. Whereas negative correlations denote a relationship that travels in different directions.
I hope you know what does ‘p-value’ stands for.

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