It is possible, and in some cases practical, to spend more resources to obtain more information which narrows the range. That's what Applied Information Economics methodology preaches.

Page 5 of author's intro booklet has a flowchart which conveys the idea: http://www.howtomeasureanything.com/wp-content/uploads/2014/...