That seems a bit wasteful? Any time you want to read a new book you buy a whole new reading device? It might be cheap but that's more e-waste we don't need.
Why not a re-usable e-reader that reads books from an SD card? You can order or download books onto the cards, the reading experience can then be totally offline as you describe.