One anecdote point: there's like zero chance I'm reading a book in my phone (or anything more than a couple paragraphs for that matter), I read on Kindle, I don't even read on a tablet.
Yet my wife reads only on her phone, because she can get books on tape and plug a headset in. The Kindle used to have a "read to me" feature but Fire dropped it sadly.