I'd go one step further and say it has to do with engagement.

If you find the book/movie pointless the first time, no amount of reruns will change that. On the other hand, if you loved it and made you think about the issues it raised, it might be worth going through it again, but a big part of the extra deepness you find in the rerun will be placed in there by your subconscious mind.