How to Do Spearman Correlation Analysis in SPSS (Full Guide)
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The Spearman rank correlation coefficient
The Spearman rank correlation coefficient can be easily calculated in SPSS. Just follow along on this simple, step by step guide on how to run a Spearman correlation in SPSS and interpret the results.
In addition to the Spearman correlation calculation, I'll show the details that will enhance your data analysis. For instance, one-sided testing is often forgotten despite being applicable - provided you have specified the correct alternative hypothesis.
I will also show how to classify the magnitude of your correlation, also known as effect size.
For the latter I will also refer to Cohen (1992): A Power Primer and the thresholds provided, mainly applicable for the behavioral sciences.
The Spearman corelation coefficient is also reffered to as the Bravais-Spearman correlation coefficient or sometimes only Spearman's r.
📚 Literature
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📚 Cohen, J. (1992): Quantitative methods in psychology: A power primer. Psychological bulletin, pp. 155-159.
Other correlation coefficients
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https://www.seevid.ir/fa/w/6vmtNEL2Apw
https://www.seevid.ir/fa/w/B3mQ-zUSfYY
https://www.seevid.ir/fa/w/aDkPrvDd2i4
⏰ Timestamps:
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https://www.seevid.ir/fa/w/Uu51g3kXrLE Introduction, requirements, alternatives
https://www.seevid.ir/fa/w/Uu51g3kXrLE Calculating Spearman's correlation coefficient through SPSS
https://www.seevid.ir/fa/w/Uu51g3kXrLE Interpreting results of Spearman's correlation coefficient
https://www.seevid.ir/fa/w/Uu51g3kXrLE Effect size classification
If you have any questions or suggestions regarding the Spearman correlation in SPSS, please use the comment function. Thumbs up or down to decide if you found the video helpful.
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