Joysticks were replaced by analog game pad sticks. Same motion in a compact package.
The games are now vastly more complex. You will still see a stick on an arcade fighting machine where key combinations and an array of buttons are used, but it's not ergonomic. The same controls can be put on a standard 6 axis game pad and be significantly more accessible.