Article ID Journal Published Year Pages File Type
5101985 Journal of Urban Economics 2016 21 Pages PDF
Abstract
We use Google search query data to develop a broad-based and real-time index of mortgage default risk. Unlike established indicators, our Mortgage Default Risk Index (MDRI) directly reflects households'concerns regarding their risk of mortgage default. The MDRI predicts housing returns, mortgage delinquency indicators, and subprime credit default swaps. These results persist both in- and out-of-sample and at multiple data frequencies. Together, research findings suggest internet search queries yield valuable new insights into household mortgage default risk.
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Social Sciences and Humanities Economics, Econometrics and Finance Economics and Econometrics
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