Why do scientists consider any hypothesis valuable?

Any idea about how an unknown phenomenon occurs, or a simpler explanation for a known one, is useful in figuring out what exactly makes it happen. If it works, it can be tested and refined to provide a better explanation; if not, it OS one further things we know doesn't work.