The issue is widespread and near historic highs nationally: As of last fall, the median homeowner in the U.S. was paying 42 percent of their income on homeownership costs, according to the Atlanta Fed. Four years ago, that percentage was 28 percent and had not previously reached 38 percent since late 2007, just before the housing market crash.