Note the swinging needle of urbanization, sub-urbanization, back to urbanization... That's not an answer to your question, as the city-states end up including

Note the swinging needle of urbanization, sub-urbanization, back to urbanization... That's not an answer to your question, as the city-states end up including their suburbs, but I think whatever causes that swing could inform - or perhaps be used - to combat that effect.