How to determine what charitable cause to support?

Essentially, while we may not be able to determine the single most important cause to support; we do have the ability to designate different levels of seriousness to each cause. That said, if there truly are certain charitable causes that are more important than others, is one justified in supporting the lesser cause, knowing there is a more important cause...?