It's a more social activity in a world that is increasingly isolated. A book is a nice conversation starter. I'm not going to come up to you and ask about what's on your little screen. Even if you're just reading an e-book the phone contributes to the perceived loneliness of those around you.
If you really want to read a book in peace, try a library.
If you really want to read a book in peace, try a library.