Mortgage cost-to-income ratios for first time buyers have fallen since 2007Figure 4: Mortgage cost-to-income ratios for first-time buyers in Scotland, 2001 to 2016Stephens, M., Perry, J., Wilcox, S., Williams, P., & Young, G. (2018). 2018 UK Housing Review.