My copy of 'The Hobbit' started to fall apart after just two years.

I was using a basic PVA glue for the spine and thought it was fine. The tip off was when a friend in Portland showed me her 10 year old rebound book, still solid, and asked what adhesive I used. She said, 'That's your problem right there.' Anyone have a better glue recommendation for fiction hardcovers?