I think the issue is with scrolling itself. Scrolling erodes the attention span because it kinda goes against the grain of saccadic perception. As opposed to that a page turn on a physical book transitions to the next page and stays there in a state of rest until we have comfortably absorbed all of the content on page and are ready to move on to next.