Obviously the two main camera killers are water ingress and impacts from being dropped. Cameras with built in zoom lenses are usually the worst.
Look for cameras with a "weather resistant" rating and if it works stick with fixed focal length lenses, they are tougher than zooms in most cases and some are rated weather resistant as well.