I’ve wondered the same; when you have alphabets with thousands of characters, I guess you really have to fall back on a Western model. Why not? We switched to Arabic numbers because the Roman numerals were impractical for many higher functions.
From what little I know about spoken Chinese, it relies a lot on inflection, so that adds a layer of phonetic-spelling complexity.