Yes! It's a crucial distinction. Rationalism is about being rational / logical -- moving closer to neutrality and "truth". Whereas to rationalize something is often about masking selfish motives, making excuses, or (self-)deception -- moving away from "truth".
When they write "rationalism" you should read "rationalization".