The reasons the codex format supplanted the scroll format had everything to do with physical properties, specifically that codices use material more economically, are more compact, easier to handle and transport.

In fact, as far as reading is concerned, the primary advantage of the codex over the physical scroll was, conversely, also the main advantage of scrolling over pagination on the web: the ability to easily jump to any point in the text.