In percentage terms, a rise in the ratio from, 3.5 to 4.7 is an increase of nearly 35%. Because the ratio was below 3.5 for decades before 2001, we can conclude that the average home was at least 35% more expensive relative to income in 2005 than it has been historically. What can we infer about how the percentage income that a family spent on housing changed during the housing bubble?