Madison continues to face housing challenges, with one of the lowest rental vacancy rates in the entire country and costs continuing to rise. The shortage of supply combined with high demand in one of the fastest-growing parts of Wisconsin means more Madisonians are spending higher percentages of their paychecks on housing.