Wikipedia says it's in Greene and Christian County. (source)
Stats for Greene County
Presidential 2004 - 67% Bush, 37% Kerry.
Stats for Christian County
Presidential 2004: 71% Bush, 28% Kerry.
Source: Fox Interactive Map
This just proves that Kerry was a poor candidate. Look up Clinton's numbers for Springfield.
BTW: Obama has named Kerry as a member of his cabinet if elected.