Chicago has about the worst homicide rate in the US. It has nothing do with concealed carry however, as concealed carry is not allowed in the state of Illinois. So that's out of the equation.
Look at the stats in Miami in the 80's long before CCW laws went into effect. You will notice almost a 30% reduction in violent crime since then.