It turns out that iTunes actually offers two kinds of restores. The first is the one described above, accessed by clicking the Restore button in iTunes Summary view for your iOS device. The other one is less obviousyou access it by right-clicking (Control-clicking) your iOS device in iTunes sidebar and choosing Restore from Backup.
via Maintain app organization when restoring iOS devices | Phones | iOS Central | Macworld.
This is HUGE