The +1 happiness and health are great for a little while, useless after a certain point.
Big cities get dirty, and it's a cheap and fast way to get your cities nice, clean, and happy.
Then you can switch everything, as said before, to culture and wealth. Both important late game for upgrading units to your new-fangled modern armour, stealth bombers, destroyers, etc.