I changed the UX in my mobile app from text only to icon + text by default in menus, buttons, and links.
There are several reasons I made the switch, but the primary reason is that it makes it easier to build a kind of muscle memory for navigating and performing particular actions. In essence, the text is there for new users and the icons are there for experienced users.