Housing Beveridge:
My blog covering the micro-foundations of Housing
and the Macroeconomy
Research:
My research covers the micro-foundations of Housing and the
Macroeconomy. Currently, my work focuses on the effects of search frictions on
the business cycle behavior of the housing market. In addition to search I
analyze the housing market using quantitative heterogeneous agent models and
simple models of debt contracting.
There is a long-run `Beveridge Curve' in the Housing
market given by the negative relationship between the vacancy rate of
housing and the rate of household formation. This is true in the
owner-occupied market, the rental market, and the total market for
housing irrespective of ownership status. The Beveridge Curve represents
a long-run supply condition that can be explained by assuming that
(1) the cost to produce a new house is decreasing in the growth rate of
the housing stock and (2) the probability to sell a new house is
decreasing in the vacancy rate. Short-run deviations from the
Beveridge curve represent a measurement of oversupply. Using a years
of supply metric, for the total housing market irrespective of
ownership, in 2007-2008 there were 0.995 years of supply, more than
three times the previous peak of 0.285 years of supply in 1973-1974.
Comparing the rental market to the owner-occupied market, oversupply
generally shows up in the rental market, not the owner-occupied market
and the oversupply in the rental market is twice as volatile as
oversupply in the owner-occupied market, implying that a large part of
the market adjustment to housing supply occurs in the rental market.
Interestingly two-thirds of the oversupply in 2007-2008 resided in the
rental market as opposed to the owner-occupied market.
Using FHFA data for house prices, 46% of the movements in oversupply in
the owner-occupied market since 1975 can be explained by house price
movements. The last result suggests that at short horizons (4-6 years)
house prices are not determined by supply. Rather, house prices drive
supply at short time horizons, permitting bubbles and oversupplies of
housing to form.
PDF SLIDES
Slides of an earlier version of the paper, less academic, doing simple point
estimates and an ad-hoc use of the HP Filter. Forecasters and
non-academics may find this more interesting than the paper. The results are
basically the same as the academic paper.
Theory predicts that the effects of search frictions on
house prices from temporary movements in demand should be temporary,
while the data suggests it is permanent. The latter implies that
movements in demand coupled with search frictions create higher
volatility in prices than theory would predict, amplifying price
changes, leading to bubbles and depressions. To generate permanent price
changes from temporary demand shocks, a textbook search model is
combined with a behavioral assumption where house buyers and sellers
ignore the effects of search frictions on past prices. The estimated
model implies that over half of the real price growth from the housing
bubble starting in 1998 is due to the behavioral assumption where
households are `Fooled by Search.' When trend growth of prices is
removed, the behavioral assumption explains almost three-fourths of the
housing bubble.
The estimated model also provides several other results. (1) There is
a large inefficiency in the search process of the housing market: buyers
have very little bargaining power relative to their impact on creating
sales, \emph{i.e.} the Hosios condition is not met by an order of
magnitude. (2) There is evidence of a rise in the fundamental value of
houses from 1998 to 2005 that mirrors the loose monetary policy under
the Greenspan Federal Reserve. (3) Analysis of the boom and bust of the
housing market from 1975 to 1982 suggests that buyers who are choosing
to \emph{not} enter the housing market are rational. Using the last
observation to make a back of the envelope projection for the current
crisis, turnover will have to fall to its 1982 level and remain there
until 2011 before a recovery can begin, driving house prices down to
their real levels of 2002-2003.
Perfect commitment to not sign future contracts after default by one of the
contracting parties minimizes the probability of default. However,
less-than-perfect commitment may be preferable if the long-term gains
from contracting are to be maximized. We characterize the optimal default
penalty in a model of unsecured lending. In the case of long-run average
payoffs, we show that the optimal penalty is strictly weaker than permanent
autarky, unless permanent autarky results in a default probability of exactly
zero. In the case of discounted payoffs, we show that if the borrower is
sufficiently impatient and the lender is sufficiently patient, the optimal
penalty is also strictly weaker than permanent autarky. Our simple model allows
us to endogenize the penalty for default, which is taken as exogenous in
previous quantitative work.
Revise and Resubmit at Review of Economic Dynamics
This paper shows that uninsurable countercyclical earnings uncertainty,
higher uncertainty in recessions, has a quantitatively large effect on the
cyclical behavior of the housing market if housing assets are illiquid. This
contrasts earlier work where countercyclical earnings uncertainty has been shown
to have a quantitatively small effect on the business cycle, see Krusell and
Smith (1998). To understand the mechanism, an individual contemplating the
purchase of a home might delay the purchase when a recession hits, since
earnings uncertainty rises. This is because the individual does not want to buy
a home and then be forced to sell at a loss if he receives a negative income
shock. In a model calibrated to the post World War II United States, when
housing is liquid (no transaction cost), a 30% increase in earnings uncertainty
in recessions causes the median home buyer to delay the purchase of a home by
accumulating additional assets equal to 1.1% of average quarterly income.
However, when there is a 5% transaction cost to buy and sell a home, the same
30% increase in earnings uncertainty results in the median home buyer
accumulating an additional 17.4% of average quarterly income. In the aggregate,
the combination of earnings uncertainty and illiquid housing has a
quantitatively significant impact on the cyclicality of housing starts.
Furthermore, the results are consistent with housing starts leading output
across the business cycle, something that the standard Real Business Cycle model
with housing has difficulties in explaining.
Discussion of "Housing
and the Macroeconomy: The Role of Implicit Guarantees for
Government-Sponsored Enterprises,"By K. Jeske and D.
Krueger
Presented at
Atlanta FRB/CAEPR
conference on Fiscal Policy and Monetary/Fiscal Policy Interactions, Atlanta
FRB April 2007
Money, price dispersion and welfare
Joint with Shouyong Shi at University of Toronto
Published at Economic Theory Nov. 2004, 24:
907-932
We introduce heterogeneous preferences into a tractable model of monetary
search to generate price dispersion, and then examine the effects of money
growth on price dispersion and welfare. With buyers' search intensity fixed, we
find that money growth increases the range of (real) prices and lowers welfare
as agents shift more of their consumption to less desirable goods. When buyer's
search intensity is endogenous, multiple equilibria are possible. In the
equilibrium with the highest welfare level, money growth reduces welfare and
increases the range of prices, while having ambiguous effects on search
intensity. However, there can be a welfare-inferior equilibrium in which an
increase in the money growth rate increases search intensity, increases welfare,
and reduces the range of prices.
This paper extends existing search-theoretic
models of monetary exchange, and uses the framework to explore the following
applications. First, I show how to endogenize the supply of liquidity in a
simple (one-country) model where commodity money can be created, say through
mining and minting, and also consumed, say melted or shipped abroad for imported
goods. Second, I develop an explicit multi-country version of the model that
determines how liquidity is allocated across economies that share the same
currency, such as the euro-zone. The implications of the analysis are similar on
many dimensions to more traditional theories, such as Hume's price-specie flow
theory, or Mundell's monetary theory of the current account. However, in the
current framework the role for money has explicit microfoundations based on
frictions in the trading process. At the same time, as compared to existing
search-based models in monetary economics, especially those used to address
international issues, the current framework is much more natural and also much
more tractable.
This paper shows that the link between the
intensive margin of trade and the money supply in standard search models of
indivisible money is not due to the indivisibility of money, but rather due
to the assumptions on the matching technology. Standard search models of
indivisible money assume that all agents search regardless of an agent's money
holdings, so that the supply of money determines the ratio of buyers to sellers,
or market tightness. In contrast, this paper modifies the matching technology
along the lines of the labor search literature by assuming that (1) non-money
holders decide whether to enter a market as a seller, (2) there is a fixed cost
to enter a market as a seller, and (3) there is a constant returns to scale
two-sided matching technology between buyers and sellers. With this matching
technology, the equilibrium quantity traded per match, the intensive margin, is
independent of the money supply whenever a positive measure of non-money holders
chooses not to search. Furthermore, the number of trades, the extensive margin,
is proportional to the money supply. Therefore, in any equilibrium where some
agents are idle, an increase of the money supply raises output without affecting
prices, unambiguously raising welfare. Once the supply of idle agents has been
exhausted, an increase in the money supply raises welfare if and only if the
ratio of buyers to sellers is inefficiently low, possibly due to agents being
overly patient.