What is an establishing shot, and when is it an appropriate shot choice in a film?

Here's the official definition:

It is generally a long or extreme-long shot at the beginning of a scene indicating where, and sometimes when, the remainder of the scene takes place. Establishing shots were more common during the classical era of filmmaking than they are now.