In a Seneca (I) on one engine, one has little choice but to take some time to climb....
If both engines weren't well, then time possibly wouldn't be around long to take.
In this incident, seeing as no one knows yet what actually caused the problem, it's difficult to comment as to whether the crew were hasty in their decisions.