This is probably the part of it and it probably used to have stronger effect, but right now I think the reason people change smartphones often is the same reason people changed their PCs every two-three years - software increases in features / bloat so fast that if you don't upgrade, you'll quickly be out of the loop (and God forbid you actually update your software - then it will gradually stop working as authors make it bigger and slower).