The rising cost of living in big cities is pushing families to the suburbs. Millennials, in particular, are on the hunt for suburbs that offer affordable homes, good jobs, and good weather.

Nearly three times as much of the new housing since 2000 was built away from public transit as close to it, and at least two-thirds of recent housing construction has been done in suburbs outside ...