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Working Paper
The post-foreclosure experience of U.S. households
Despite the recent flood of foreclosures on residential mortgages, little is known about what happens to borrowers and their households after their mortgage has been foreclosed. We study the post-foreclosure experience of U.S. households using a unique dataset based on the credit reports of a large panel of individuals to from 1999 to 2010. Although foreclosure considerably raises the probability of moving, the majority of post-foreclosure migrants do not end up in substantially less desirable neighborhoods or more crowded living conditions. These results suggest that, on average, foreclosure ...
Working Paper
Understanding Declining Fluidity in the U.S. Labor Market
We document a clear downward trend in labor market fluidity that is common across a variety of measures of worker and job turnover. This trend dates to at least the early 1980s if not somewhat earlier. Next we pull together evidence on a variety of hypotheses that might explain this downward trend. It is only partly related to population demographics and is not due to the secular shift in industrial composition. Moreover, the decline in labor market fluidity seems unlikely to have been caused by an improvement in worker-firm matching, the formalization of hiring practices, or an increase in ...
Working Paper
The effect of gasoline prices on household location
Gasoline prices influence where households decide to locate by changing the cost of commuting. Consequently, the substantial increase in gas prices since 2003 may have reduced the demand for housing in areas far from employment centers, leading to a decrease in the price and/or quantity of housing in those locations relative to locations closer to jobs. Using annual panel data on ZIP codes and municipalities in a large number of metropolitan areas of the United States from 1981 to 2008, we find that a 10 percent increase in gas prices leads to a 10 percent decrease in construction after 4 ...
Working Paper
Measuring Aggregate Housing Wealth : New Insights from an Automated Valuation Model
We construct a new measure of aggregate U.S. housing wealth based on Zillow's Automated Valuation Model (AVM). AVMs offer advantages over other methods because they are based on recent market transaction prices, utilize large datasets which include property characteristics and local geographic variables, and are updated frequently with little lag. However, using Zillow's AVM to measure aggregate housing wealth requires overcoming several challenges related to the representativeness of the Zillow sample. We propose methods that address these challenges and generate a new estimate of aggregate ...
Working Paper
Internal migration in the United States
We review patterns in migration within the U.S. over the past thirty years. Internal migration has fallen noticeably since the 1980s, reversing increases from earlier in the century. The decline in migration has been widespread across demographic and socioeconomic groups, as well as for moves of all distances. Although a convincing explanation for the secular decline in migration remains elusive and requires further research, we find only limited roles for the housing market contraction and the economic recession in reducing migration recently. Despite its downward trend, migration within the ...
Working Paper
Long-Term Vacancy in the United States
Because housing is durable, the housing supply is slow to adapt to declines in demand. This paper uses long-term vacancy--defined as nonseasonal housing units that have been vacant for an unusually long period of time--to quantify the extent of excess supply in the housing market. I find that long-term vacancy is less than 2 percent of all nonseasonal housing units and accounts for only one quarter of the aggregate increase in nonseasonal vacancy from 2001 to 2011. Thus, at the national level, excess supply is considerably less extensive than indicated by traditional measures of vacancy. ...
Working Paper
Changing Stability in U.S. Employment Relationships: A Tale of Two Tails
We confront two seemingly-contradictory observations about the US labor market: the rate at which workers change employers has declined since the 1980s, yet there is a commonly expressed view that long-term employment relationships are more difficult to attain. We reconcile these observations by examining how the distribution of employment tenure has changed in aggregate and for various demographic groups. We show that the fraction of workers with short tenure (less than a year) has been falling since the 1980s, consistent with the decline in job changing. Meanwhile, the fraction of workers ...
Working Paper
Large-Scale Buy-to-Rent Investors in the Single-Family Housing Market: The Emergence of a New Asset Class?
In 2012, several large firms began purchasing single-family homes with the stated intention of creating large portfolios of rental property. We present the first systematic evidence on how this new investor activity differs from that of other investors in the housing market. Many aspects of buy-to-rent investor behavior are consistent with holding property for rent rather than reselling quickly. Additionally, the large size of these investors imparts a few important advantages. In the short run, this investment activity appears to have supported house prices in the areas where it is ...
Working Paper
The housing crisis and state and local government tax revenue: five channels
State and local government tax revenues dropped steeply following the most severe housing market contraction since the Great Depression. We identify five main channels through which the housing market affects state and local tax revenues: property tax revenues, transfer tax revenues, sales tax revenues (including a direct effect through construction materials and an indirect effect through the link between housing wealth and consumption), and personal income tax revenues. We find that property tax revenues do not tend to decrease following house price declines. We conclude that the resilience ...
Discussion Paper
How Can We Measure the Value of a Home? Comparing Model-Based Estimates with Owner-Occupant Estimates
In this note, we assess whether AVM estimates or owner valuations are better at approximating the market value of a home.