For airing anime, yes, always.
For backlog anime, I usually watch them unless I think they're crap. In which case I either alt tab away while it's playing or if the release is chaptered I just go watch the actual episode.
Previews for backlog is also always skipped unless a show is known for its previews, like with Katanagatari.