Resharper certainly thinks so, and out of the box it will nag you to convert
Dooberry dooberry = new Dooberry();
to
var doo
There was a good discussion on this @ Coding Horror
Personally I try to keep its use to a minimum, I have found it hurts readability especially when assigning a variable from a method call.