I demonstrate how to perform and interpret a Spearman rank correlation in SPSS. I also demonstrate how the Spearman rank correlation can be useful when dealing with non-normally distributed data.
Check out my blog entry on this topic:
http://how2stats.blogspot.com/2011/09/spearman-rank-correlation.html