I ripped this out of wikipedia ... for what that's worth:

"The earliest recorded version of the song by Scrapper Blackwell in 1928 referred to Kokomo, Indiana, a city well known to the Indianapolis-based guitarist. Kokomo was famous for the number of traffic lights. It was known to truckers as "stop light city" and to blues singers after Arnold as "level light city"."