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Statistical analysis for comparing expertise levels between 3 groups

Cross Validated Asked by Kaaren0111 on February 17, 2021

I hope you are all safe and healthy considering the current climate.

I was wondering if someone could help with a statistical dilemma I have on my hands.

I am trying to explore whether IQ tests can distinguish academics of difference expertise levels.

I have an overall of 63 participants. 17 professors, 26 PhD students and 19 bachelor students. These have then been split into 7 nominal categories of experience levels (i.e. bachelor 1-3 year, etc).I have tested them on 4 individual IQ tests. My data is not normally distributed, as to be expected. I want to perform the test on SPSS.

What statistical analysis can I now run, to determine whether certain individuals of specific experience levels have higher IQ tests. That is, do people with more experience score higher on IQ tests.

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