I am trying to compare a group's performance on a test over the course of three measurements*. Because of the nature of the testing on the 3rd measurement, I cannot directly compare data across all measurements. Therefore, I just standardized my data in SPSS and will now work with the "z-scores"
* [The grading scale for the test is from 1 to 100 points in the first two measurements, and for the third one is from 1 to 125 (this is an example)]
I want to see how their performance varies with age, i.e. if there is a correlation between age and performance. However, I have no clue what kind of correlation analysis I can perform since as far as I know Pearson's $r$ makes comparisons by making use of z-scores and I have deleted the effect of those.