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Recent Developments in Housing Markets:
A National and Local Perspective
St. Louis, Missouri
March 8, 2006

H

ousing is an important sector of the
economy, in terms of share of GDP,
size of the capital stock and as a
key area of national policy. My purpose this morning is to review some important
housing facts and to provide a longer-run perspective to aid in interpreting the facts.
Before proceeding, I want to emphasize that
the views I express here are mine and do not
necessarily reflect official positions of the Federal
Reserve System. I thank my colleagues at the
Federal Reserve Bank of St. Louis for their comments. Anthony Pennington-Cross, senior economist, and Kevin Kliesen, associate economist,
provided special assistance. I retain full responsibility for errors.

HOUSING FUNDAMENTALS:
A NATIONAL PERSPECTIVE
Mention the word “housing” and several
notions probably come to mind. The issue most
often raised in recent years is whether there is a
housing price bubble. Other issues include affordability, development and financing—particularly
with respect to low-income households or those
individuals just entering the labor force and
starting a career and/or a family.
While national housing policy involves a set
of critical issues, today I’ll approach the topic of
housing from a different perspective—housing’s
recent contribution to the national and local
economies and likely prospects for this year. I’ll
concentrate on single-family housing, by which
I’ll mean detached housing. Such housing is by

far the largest component of the nation’s housing
stock. In 2005, privately-owned, single-family
housing units completed totaled nearly 85 percent
of all privately-owned housing completions.
Most of the remaining 15 percent was comprised
of multi-unit structures containing five or more
units. However, I’ll make a few comments about
housing as a whole, in part because some important data are reported for all housing and in part
because of the substitutability between singlefamily houses and condominiums, apartments
and town houses.
A house is a tangible economic asset that
provides a flow of services. Think of this service
as a shelter from the elements. In my own case,
the shelter is for me, my wife, our dog and lots of
stuff connected with our lifestyle. The stuff is in
the basement and garage, which constitute a significant share of the total enclosed space.
Because houses are assets traded in a market,
the quantity of houses built and sold, and the
prices at which they are valued, are determined
by the fundamentals of supply and demand. There
are two distinct, but closely related, markets each
with their own supply and demand functions.
One market is for the housing stock—existing
houses. The second is for housing production—
new houses.
Various asset markets in the economy are
similar in many respects, but also have unique
features depending on characteristics of the assets.
Houses have long lives—usually thought of as
about 50 years on average—whereas automobiles
have much shorter useful lives. Houses, unlike
aircraft, are immobile. Houses, unlike blocks of
common stock, are indivisible, except for some
1

ECONOMIC FLUCTUATIONS

Figure 1
Metropolitan Area Comparisons—Real Appreciation

NOTE: Data for charts are from OFHEO. The real house price index is the nominal HPI deflated by the CPI less shelter.
2001-Q1 is normalized to 100.

limited possibility of division into apartments.
Location is extremely important to the value of
houses, whereas location matters little for agricultural land of given productivity.
The enormous importance of local conditions
is nicely illustrated by recent experience. Data
from the Office of Federal Enterprise Housing
Oversight—OFHEO—indicate that house prices
rose by 12.95 percent in the United States as a
whole over the four quarters ending the fourth
quarter of last year. Arizona, however, had a price
gain over the same period of 34.90 percent while
Michigan had a gain of only 3.76 percent. Over
the past five years, the District of Columbia led
the list with a gain of 127 percent, whereas
Indiana’s gain was 20 percent. Disparities are
2

much greater when we examine data by metropolitan statistical area. Over the past four quarters,
Phoenix leads the list with a price gain of 39.67
percent; the bottom of the list is occupied by
Burlington, North Carolina, at –1.16 percent.
By way of comparison, Missouri over the
past four quarters and past five years came in at
7.06 percent and 34.77 percent, respectively,
whereas the United States as a whole came in at
12.95 and 57.68 percent, respectively. The St.
Louis metropolitan area came in at 7.98 percent
and 39.58 percent, respectively, for the past four
quarters and past five years.
Economists point to several factors that
affect the demand for and the supply of housing
services. From the demand side, these include

Recent Developments in Housing Markets: A National and Local Perspective

Figure 2
Eighth District—Real Appreciation

the interest rate used to amortize the debt, employment of the owner and the family’s after-tax
income, property taxes, and net wealth. Viewed
from the supply side—the builder’s point of
view—things like location, construction costs,
availability of developable land, its topography
and land-use regulations all come into play. As
is true in all asset markets to a greater or lesser
extent, expectations of future prices can affect
both supply and demand. Of these demand and
supply factors, only the interest rate is truly
common across the country as a whole.
An important feature of housing markets is
that the stock of houses is very large relative to
the annual flow of new building net of houses
demolished or destroyed. In the United States,
there are roughly 75 million single-family houses

and a total of about 124 million housing units of
all types, including mobile homes. Data are somewhat sketchy, but we know that a significant number of housing units are demolished or destroyed
each year. In recent years, total housing production has been running about 2 million units per
year but the net addition to the stock is about 1¼
million units per year. This net annual flow of
about 1¼ million units per year is very small relative to the total stock of about 124 million units.
Factors that determine the price of existing
houses are, therefore, central to understanding
the price of new houses and the pace of new
construction.
A morass of national statistics is available;
I’ve put together a table (at end of text) summarizing the recent behavior of several key indicators
3

ECONOMIC FLUCTUATIONS

of the U.S. single-family housing sector. On a
national scale, fundamentals of housing demand
are more easily measured than those affecting
supply, so let’s look at some of these. They are
listed under the table’s third section, “Financial
& Other.”
The conventional mortgage interest rate rose
modestly last year, but it still remains quite low
compared with the 1990s, when it averaged 8
percent. Since housing is a real asset, what matters is the real interest rate. The real rate is often
measured as the market rate less the rate of inflation. Although I did not list the real rate in the
table, you can readily see that in 2005 it averaged
about 3.25 percent—derived by subtracting the
last year’s 3 percent inflation rate from last year’s
average mortgage interest rate of 6.2 percent.
Similar to the nominal rate, real interest rates
over the last two years have been quite low compared with the 1990s—and even stretching into
2001. Low rates have been a key factor behind
the recent strength in housing construction at
the national level.
Another, essentially equivalent, way of looking at the effects of low interest rates is to focus
on capital values. The price of an asset rises when
the interest rate, or capitalization rate, falls. Most
are familiar with this fact for a bond—a fixed
stream of interest payments commands a higher
price when interest rates fall. Low interest rates
have had much to do with rising house values;
the higher values have made new construction
profitable, and builders have responded by
increasing the rate of building.
But other influences besides interest rates
affect housing demand. One useful composite
measure is the housing affordability index constructed by the National Association of Realtors.
The index is based on key factors including house
prices, interest rates and income. Last year, the
modest rise in interest rates and slower growth
of real household after-tax income were key contributors to a significant decline in the index.
Nevertheless, the housing sector continued to
steam ahead. In 2005, nominal residential fixed
investment as a share of nominal GDP rose to a
little more than 6 percent, its highest share in 50
4

years. The growth of residential fixed investment
contributed 0.4 percentage points of the economy’s
3.5 percent growth in real GDP. Remarkably, 2005
was the 10th consecutive year that residential
housing expenditures have contributed positively
to overall growth.

U.S. HOUSING FACTS AND
FIGURES
Last year was another banner year for the
U.S. housing sector, with single-family starts
and completions reaching a record-high number
for the fifth straight year. The table shows that in
2005, single-family housing starts rose 7 percent.
This gain was modestly more than the previous
year’s gain of about 6.5 percent. Housing completions, which measure the gross addition to the
nation’s housing stock, rose about 6.75 percent.
The pace of construction of new, single-family
homes has been pretty rapid since 2002: Starts
increased by an average of nearly 8 percent per
year, while completions increased by about 7
percent. As seen in the table, the percentage
increases in both starts and completions are significantly larger than their average annual rates
of increases seen during the 1990s.
The surge in starts and completions reflects,
to a large extent, a marked increase in the demand
for new and previously sold single-family homes.
Although the growth of new and existing home
sales slowed in 2005, both growth rates remained
positive and the level of sales—as with housing
starts and completions—rose to record high levels
last year.
Eventually, growth of housing as a percentage
of GDP will end—otherwise, GDP will be comprised solely of housing. Increases in the inventory of new, unsold homes over the last couple
of years, as shown in the table, suggest that the
slowing may already be underway. In 2005, new
single-family homes for sale rose 21 percent to
521,000 units, besting the previous year’s 14 percent jump. The simple economics of supply and
demand suggests that to reduce inventory—or at
a minimum to reduce growth in inventory—the

Recent Developments in Housing Markets: A National and Local Perspective

housing industry may need to either curtail building activity or to cut prices.
Historically, average market prices of houses
rarely decline on a year-to-year basis. Since 1964,
the Census Bureau’s median sales price of new,
single-family home prices has declined only
twice—in 1970 and 1991. Even in real terms,
declines in new, single-family homes are relatively rare: Since 1964, the real median price of
new, single-family homes has declined in only
five years, and not once since 1992.1 The same
pattern generally holds for previously sold house
prices.
Last year, average U.S. home prices rose again
but, as the table indicates, by widely varying
rates depending on what measure is used. Earlier,
I emphasized that house price increases vary
enormously across different metropolitan areas,
and now I’ll emphasize the variability depending
on what measure is examined. Prices of new
homes, as seen by two Census Bureau measures—
the median sales price, and a quality-adjusted
price, which calculates the price of a home of
similar quality across time—rose by less than 5
percent. Prices of previously sold homes rose
much faster. Two of the most popular measures
of previously sold home prices are those reported
by the OFHEO, the regulator of Fannie Mae and
Freddie Mac, and the National Association of
Realtors. Last year’s relatively small increase in
the prices of new homes may reflect last year’s
surge in unsold homes. The various indexes have
their advantages and disadvantages, depending
on coverage and method of construction.
Rapid increases in house prices over the past
few years have elicited much commentary, pro
and con, about a price bubble. In a market economy, prices adjust to supply and demand conditions. Given that houses are assets with a long
life, demand and supply depend importantly on
expectations about the future—expectations

about price appreciation, building costs and regulations, household income, interest rates and
so forth. At various times throughout history, as
the 1990s telecom boom recently demonstrated,
expectations of future prices can become detached
from their fundamentals. In practice, there is no
perfect definition of a price bubble; so, identifying a bubble in real-time is inherently a judgmental exercise. Indeed, given that bubbles always
burst—if there is no burst, then there was no
bubble—clear advance evidence of a bubble can
never exist. If the evidence were clear, then everyone would know about the bubble and forthcoming burst, but then the buying that created the
bubble would not occur in the first place. So, if
you have an academic interest in house prices, I
recommend that you wait a few years. If you
have a direct financial interest, I can’t help
much—you’re on your own!
Housing experts employ several approaches
to attempt to determine the reasonableness of
house prices. One links the house price to a
measure of household income or the price that
consumers would have to pay to rent the house.2
One measure of the latter is the owners’ equivalent rent component of the consumer price index.
Since 2001, the OFHEO and National Association
of Realtors measures of house prices have risen
55 and 49 percent, respectively, while rents have
only risen 16 percent. These observations indicate that the price-to-rent ratio has risen noticeably and might be read as suggesting that house
prices are excessive.
However, a recent study by the Organisation
for Economic Co-operation and Development
suggests that U.S. house prices are not particularly unreasonable based on housing fundamentals.3 Economists at the New York Fed, using a
similar analysis, have come to the same conclusion. Researchers at the St. Louis Fed also reached
a similar conclusion based on an analysis that
used a price-to-income measure.4 The conven-

1

The real price is the nominal (current-dollar) price deflated by the chain-price index for personal consumption expenditures.

2

Kreiner and Wei (2004).

3

Girouard et al. (2006).

4

See McCarthy and Peach (2004) and Guidolin and La Jeunesse (2005).

5

ECONOMIC FLUCTUATIONS

tional view, which I subscribe to, is that a housing price bubble does not exist on a national
average basis, but there may be pockets of the
country where prices have risen beyond levels
that can be justified by economic fundamentals.
Let me also emphasize that outsize price
increases are not themselves a clear guide to
overpricing. An economically stagnant area,
where prices have changed little, may still have
prices that are too high given declining income
and economic activity in the region.
From a longer-term perspective, there is some
concern that recent declines in the share of households in the prime home-buying age cohorts
could eventually weaken house prices. As seen
in the bottom section of the table, relative to the
total population of households the shares of
households in the 25-to-29 and 30-to-34 age
cohorts have been declining in recent years and
are significantly below their 1990-to-1999 average.
The implications of the decline for the near-term
outlook are probably not too significant. At some
point, declining shares of households in the age
groups that commonly fit the first-time house
buyer profile might become more important.

HOUSING FUNDAMENTALS
FROM A LOCAL PERSPECTIVE
Because houses are not transportable, and
because commuting distances are necessarily
limited, housing markets are segmented. Particular markets routinely experience quite different
rates of price change and new construction
because local economic conditions can vary
tremendously and because features of the local
economy, such as building regulations, can differ
substantially. Sometimes particular areas experience consistently strong or weak performance
over many years; sometimes area performance is
subject to sharp reversals. Looking over the map,
experience varies all over the map!
In terms of the demand for housing, it is natural to conclude that households with higher
incomes will want bigger and better housing, all
other things being equal. Empirical results sup6

port this view. However, in economists’ technical
lingo, housing is an “inferior good,” which simply
means that as a household’s income increases it
will consume more housing but the increase will
be smaller than the increase in income. Food, for
example, is a much more extreme example of an
inferior good. The share of income devoted to
food falls rapidly as income rises.
From a local perspective, then, we can expect
that locations where incomes are rising will
experience an increasing demand for housing,
but not at a dollar for dollar rate. As with so many
aspects of the economics of housing, however,
the situation can be complicated and uncertain.
Of the metropolitan-area price increases last year,
10 of the top 20 were in Florida. The increases
may far outrun increases in local income because
they are driven importantly by buyers from other
areas investing in vacation properties or future
retirement homes, for example. In some resort
communities, people note that full-time residents
working in resort facilities cannot afford to live
in their own towns. Thus, analysis relating house
prices to local income can go far astray, because
in some cases the relevant income concept covers
the class of high-income families for the entire
country, or even the hemisphere. Thus, it is difficult to find accurate measures of economically
justified house prices.
Another economic aspect crucial to examining local housing conditions is the central tenet
that people and capital will, all else equal, move
to locations where the standards of living are
higher. If a household sees that it can expect to
earn a higher after-tax real income in San Jose
than it can in St. Louis, the family will pack up
and head west. But of course, all else is not equal,
so the household will also consider other factors,
such as commuting time or population density.
Nevertheless, we tend to observe that places with
increasing income also experience increases in
employment and population. Naturally, higher
income and economic growth in San Jose than in
St. Louis increases the demand for housing in
San Jose relative to the demand in St. Louis.
But does higher income and greater population always imply higher house prices? Not

Recent Developments in Housing Markets: A National and Local Perspective

automatically. The outcome depends on how
price-sensitive builders and developers are and
how much land is available. For example, consider a metropolitan area that is growing rapidly.
Developers and builders anticipate future growth,
which leads to many new profitable developments and redevelopments. But developers need
to be paid for the cost of construction plus the
cost of buying the land. In locations where undeveloped land is scarce, perhaps because of natural or man-made impediments, the acquisition
cost of the land will be higher and will rise more
as demand for new houses increases. Clearly,
cities surrounded by mountains or large bodies
of water restrict development to certain areas.
Some cities are encumbered by regulations or
political concerns that hamstring developers,
which increase the cost of building or renovating.
The greater the impediments to development,
the larger will be the effect of rising demand on
prices of existing houses.
The basic economics of housing at the local
level thus tells us that in locations where development is relatively unrestricted, we should generally see lower average prices than in locations
with many restrictions. An increase in demand
in the former, then, would not be expected to
raise prices as much as in the latter. In general,
we can characterize the Midwest as having plenty
of developable land and the coastal regions as
having a scarcity of developable land. Therefore,
we should expect to see higher and potentially
increasing house prices on the coasts relative to
the Midwest. And that is generally what we do see.

REGIONAL HOUSE PRICE
DEVELOPMENTS
As an example, let’s compare real house
price appreciation for the Boston, Los Angeles,
Washington, D.C., and St. Louis metropolitan
areas between the first quarter of 2000 and the

fourth quarter of 2005.5 Using the repeat sales
price index reported by OFHEO, we can see that
St. Louis has the lowest appreciation. Over the
five-year period, real prices increased by 61 percent in Boston, 112 percent in Los Angeles, 100
percent in Washington, D.C., and 26 percent in
St. Louis. These numbers imply a quarterly real
appreciation rate of approximately 1 percent in
St. Louis, less than a third as much as in Los
Angeles and Washington, D.C.
We can examine the same issue at a somewhat
more aggregated level, using Census regions. The
Pacific region, which includes California and
Arizona, experienced the largest appreciation,
while those regions that comprise significant
portions of the Eighth Federal Reserve District
lagged well behind. From the first quarter of 2000
through the fourth quarter of 2005, the Pacific
region’s real appreciation was 82 percent, while
the East and West South Central regions experienced a real appreciation of less than 17 percent.6
Rapid house-price appreciation on the coasts
does not come without a cost, or at least a risk.
For example, from the late 1980s to the mid 1990s,
real house prices declined by 30 percent in
Boston, by 36 percent in Los Angeles, by 20 percent in Washington, DC, but by only 11 percent
in St. Louis. In fact, since 1982, St. Louis has not
had a nominal decline in house prices. By contrast, it took Boston and Los Angeles approximately 10 years for their nominal prices to recover
enough to restore prices to a breakeven level.

A LOCAL PERSPECTIVE
There is also substantial variation in the
appreciation of real house prices for metropolitan
areas in the Eighth Federal Reserve District. For
example, from the first quarter of 2000 through
the fourth quarter of 2005, Springfield, Missouri,
Little Rock, Arkansas, and Louisville, Kentucky,

5

The real price is calculated as the nominal price deflated by the CPI less shelter.

6

These are the East South Central (Alabama, Kentucky, Mississippi and Tennessee) and West South Central (Arkansas, Louisiana, Oklahoma
and Texas) regions.

7

ECONOMIC FLUCTUATIONS

Table 1

appreciated by 14, 14, and 11 percent, respectively. These increases compare with a 26 percent
increase for St. Louis, but gains of less than 8
percent for Jefferson City, Missouri, and Memphis,
Tennessee. As a result, if St. Louis has experienced
a modest appreciation compared to the coastal
regions, then other metropolitan areas in the
Eighth District have experienced even less real
appreciation.

HOUSING PROSPECTS FOR 2006
I’ll close with a few comments about the
national prospects for housing this year. Fore8

casting the near-term prospects for the U.S. housing sector has always been difficult because the
housing industry fluctuates a lot, and the fluctuations depend on changes in income, interest
rates and other conditions that are themselves
difficult to forecast. Since 2002, forecasters have
significantly underestimated the growth of real
residential fixed investment in the GDP accounts—
the main indicator of the strength of the U.S.
housing sector. For instance, in December 2004,
the consensus of the Blue Chip forecasters was
that real residential fixed investment would
decline by about 3.25 percent in 2005. Instead,
this investment rose by about 7.5 percent.7 Currently, forecasters are once again expecting hous-

Recent Developments in Housing Markets: A National and Local Perspective

ing activity to modestly detract from real GDP
growth in 2006. As noted in the minutes of the
FOMC meeting held on January 31, 2006, policymakers are expecting some weakening in housing
construction. To some extent, growth nationally
will be influenced by the pace of the ongoing
rebuilding activity in the Gulf Coast areas ravaged
by Hurricanes Katrina, Rita and Wilma last year.
Nationally, recent surveys of consumers—
such as the well-known University of Michigan
consumer sentiment survey—suggest a marked
increase in reticence by consumers to purchase a
home. My hunch, though, is that housing activity
will stabilize and remain at a high level this year.
I base this forecast on the belief that the FOMC
will keep underlying inflation low and stable,
and that the growth of real household income
will recover nicely due to the waning influence
of last year’s spike in energy prices. Continued
healthy job growth will also help keep housing
conditions at a high level.
That said, some slowing in the growth of
average home prices nationally seems a reasonable
expectation at this juncture. Accordingly, the
marginal contribution to the pace of consumer
spending stemming from the wealth effect—that
is, from households extracting a portion of their
home equity to spend on goods and services—is
not likely to be a significant concern. The reason
is that other economywide developments—especially income and employment growth—typically
exert a much greater influence on the consumer’s
pocketbook and spending habits than does the
state of the housing industry.

Fallis, George; Hosios, Arthur J. and Jump, Gregory V.
“Housing Allowances, Non-profit Housing, and
Cost-Effective Program Choices.” Journal of Housing
Economics, 1995, 4(2): 136-152.
Girouard, Nathalie; Kennedy, Mike, van den Noord,
Paul, and Andre, Christophe. “Recent House Price
Developments: The Role of Fundamentals.”
Economics Department Working Papers No. 475,
Organisation for Economic Co-operation and
Development, January 2006.
Green, K. Richard and Malpezzi, Stephen. A Primer
on U.S. Housing Markets and Housing Policy.
AREUEA Monograph Series No.3. Washington, DC:
The Urban Institute Press, 2003.
Guidolin, Massimo and La Jeunesse, Elizabeth.
“Bubbling (or Just Frothy) House Prices?” Federal
Reserve Bank of St. Louis National Economic
Trends, November 2005.
Krainer, John and Wei, Chishen. “House Prices and
Fundamental Value.” Federal Reserve Bank of San
Francisco Economic Letter, No. 2004-27, October 1,
2004.
McCarthy, Jonathan and Peach, Richard W. “Are
Home Prices the Next Bubble?” Federal Reserve
Bank of New York Economic Policy Review,
December 2004.
Muth, Richard F. “The Demand for Non-Farm
Housing,” in Arnold Harberger, ed., The Demand
for Durable Goods. Chicago: University of Chicago
Press, 1960.

REFERENCES
Bradbury, Katherine and Downs, Anthony. Do
Housing Allowances Work? Washington, DC:
Brooking Institute, 1981.

7

These are fourth quarter-to-fourth quarter percent changes.

9