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For release on delivery
1:00 p.m. EDT
October 5, 2012

Addressing Long-Term Vacant Properties to Support Neighborhood Stabilization

Remarks by
Elizabeth A. Duke
Member
Board of Governors of the Federal Reserve System
at the
Conference on Distressed Residential Real Estate: Dimensions, Impacts, and Remedies
New York, New York

October 5, 2012

Good afternoon. I want to thank the Federal Reserve Bank of New York and the
Rockefeller Institute for inviting me to participate in this important discussion of distressed
residential real estate.
The boom and bust in housing that is a hallmark of the recent economic cycle has
resulted in an unprecedented volume of foreclosures that has, in turn, left us with an
extraordinary level of vacant and distressed properties. Even after the official end of the
recession, home sales and house prices continued to decline for several years, and residential
investment languished.1 All of this has resulted in a slow recovery in housing, which is one of
the primary reasons why our overall economic recovery has been so sluggish. In order to see the
robust economic recovery we all want, we need to deal effectively with the large volume of
vacant and distressed properties throughout the country.
Our housing crisis has many dimensions and will require a full spectrum of policy actions
to restore health to the housing market, our economy, and most importantly, to neighborhoods
and communities across the country. The Federal Reserve System has been active in studying
various aspects of the crisis, bringing together community leaders and market participants to
share experiences in forums such as this, and using data to identify areas of particular need. I
have spoken in the past about credit availability, preventing foreclosures, converting foreclosed
properties to rental properties, and strategies for neighborhood stabilization. Today, I would like
to focus on the problems posed by an elevated level of vacant properties. I plan to draw on
research conducted by Federal Reserve Board staff and would especially like to thank Raven
Molloy, an economist in our macroeconomic analysis group, for her work in this area.

1

In the two years after the end of the most recent recession (Q2:2009), existing home sales rose only 4 percent,
house prices fell by 4 percent, according to the CoreLogic price index, and residential investment averaged only 2½
percent of gross domestic product (GDP)--half of the average GDP between 1949 and 2006.

-2As I will discuss later in my remarks, the effective use of data is a common theme among
success stories in neighborhood stabilization. In the hope that the census tract data referenced in
this speech might be helpful to others working to address vacancy problems, I plan to post our
data on the Federal Reserve website along with this speech.2
Level and Distribution of Vacant Housing
Since the beginning of this year, there have been signs of improvement in aggregate
housing market conditions nationally. Sales of new and existing homes have risen and home
prices have turned upward. So far this year, house prices have risen sufficiently to move a
noticeable number of underwater households--that is, those who owe more on their mortgages
than the market value of their homes--from negative equity to positive equity. However, housing
markets differ greatly both across regions and within metropolitan areas, and the positive signs in
the aggregate data do not apply to all neighborhoods equally. For example, even within those
metropolitan areas that have experienced rising average prices over the past year, one-fourth of
ZIP codes saw a decrease in prices over the same period.3 Moreover, those ZIP codes with
falling prices have also experienced rising vacancy rates more often than in other ZIP codes.4
These struggling high-vacancy areas provide evidence of the hard work that remains even as
housing markets show signs of improvement. Although many of these areas share a high level of
vacancy, they differ significantly in other characteristics: the concentration of vacancies, age of
the housing stock, cause of the problem, and even the demographics of the residents. By looking

2

A Summary of Long-Term Vacant Typologies, Background on Analysis, and Data by Metropolitan Statistical Area
(MSA) is available on the Federal Reserve Board website at
www.federalreserve.gov/newsevents/speech/duke20121005a.htm
3
Staff calculations based on house price indexes from CoreLogic.
4
Staff calculations based on house price indexes from CoreLogic and vacancy rates from the U.S. Postal Service
(USPS).

-3more closely at the differences, we will gain a better understanding of these markets and of the
policies or program solutions that will address their vacancy issues most effectively.
One measure that is frequently cited when describing recent improvements in the national
housing market is the inventory of vacant homes for sale. This measure had fallen to 1.6 million
units in the second quarter of 2012, substantially below its peak of about 2 million units in 2010
and the first half of 2011.5 However, many vacant homes are not on the market at all. These
vacant units include properties that are in the foreclosure process, bank-owned properties that are
not yet for sale, as well as properties for which the cause of vacancy has no connection to the
foreclosure process. Indeed, the stock of non-seasonal homes held off market is nearly two and a
half times as large as the for-sale vacant stock. 6 But unlike the inventory of vacant homes for
sale, this stock remains stubbornly elevated relative to pre-crisis numbers, and has not gone
down at all over the past year.
Moreover, vacant units are not evenly distributed throughout the United States. Some
neighborhoods suffer disproportionate numbers of them. Specifically, one-tenth of all census
tracts account for nearly 40 percent of the entire vacant housing stock. By comparison, the
overall housing market is only half as concentrated with only 20 percent of the aggregate
housing stock found in the 10 percent of census tracts with the largest total number of housing
units.7
Problems Posed by Vacant Properties
Why focus on vacant homes? Vacant homes can be more than just an eye sore; they can
have substantial negative impacts on the surrounding community, impacts that are felt most

5

Data from the Census Bureau’s Housing Vacancy Survey.
Data from the Census Bureau’s Housing Vacancy Survey. This measure of vacant homes held off market excludes
properties that are held for occasional use or temporarily occupied by individuals with a usual residence elsewhere.
7
Staff calculations based on USPS vacancy data.
6

-4acutely by the neighbors and communities that must cope with the dangers and costs of vacant
buildings. Since vacant properties tend to be concentrated in a relatively few number of
neighborhoods, some communities are adversely affected much more than others.
Homes that have been vacant for a long time tend to fall into severe disrepair. Such
physical blight can invite more property crime, as vacant houses are an appealing hide-out and
target for criminals, and the absence of residents can mean fewer eyes in the neighborhood to
look out for suspicious activity. In fact, counties that experience a large increase in the number
of long-term vacant homes tend to see an increase in burglary in the following year. This
correlation holds even after controlling for other county characteristics, such as changes in
unemployment, changes in population, and changes in violent crime.8
In turn, blight and crime make these neighborhoods less attractive to potential buyers,
renters, and businesses. Calculations by Board staff indicate that ZIP codes with a larger
increase in long-term vacancy experience smaller increases--or larger decreases--in house prices
in the next year.9 Falling home prices can harm both neighboring homeowners as well as local
municipalities that are dependent on property tax revenue.
Research conducted by the Federal Reserve Bank of Cleveland has shown that a home
that is simply foreclosed, but not vacant, lowers neighboring property values by up to 3.9
percent. However, if a home is foreclosed, tax delinquent, and vacant, it can lower neighboring
property values by nearly two and a half times that amount.10 Moreover, properties that have
been vacant for a substantial period of time can impose even larger costs on the community, and

8

Staff calculations based on crime data from the Federal Bureau of Investigation’s Uniform Crime Reports.
Staff calculations using USPS vacancy data and house values by ZIP code from Zillow.
10
Stephen Whitaker and Thomas J. Fitzpatrick IV (2011), “The Impact of Vacant, Tax-Delinquent and Foreclosed
Property on Sales Prices of Neighboring Homes,” Working Paper 11-23 (Cleveland: Federal Reserve Bank of
Cleveland, October), www.clevelandfed.org/research/workpaper/2011/wp1123r.pdf.
9

-5all too often, the private market is not likely to solve the problem on its own. In such cases,
government authorities and public resources may be required.
Of course, not all vacant properties pose a problem for the local community, as some
homes become briefly vacant during the usual process of changes in ownership. But the longer a
home stands vacant, the greater likelihood that poor maintenance and the associated problems
that result can become serious issues for the surrounding community. Statistics from the
American Housing Survey show that properties that have been vacant for longer than two years
are much more likely to have severe problems, such as cracked floors or walls, broken or
boarded up windows, and a roof or foundation in disrepair, that make these properties harder to
rehabilitate and less appealing to prospective buyers.
Segmenting the Inventory of Long-Term Vacancies
Analysis by Federal Reserve Board staff has calculated the fraction of housing units in
each census tract that has been vacant for at least two years--which I will refer to as “long-term”
vacancy--and categorized tracts that appear in the top 10 percent of this distribution into three
types.11
The first category of high long-term vacancy census tract is an area where a large
percentage of housing units were built post-2000, and that therefore can be thought of as
“housing boom” tracts. These locations also have a higher median income, higher median house
value, and a larger fraction of residents with at least a college degree than other high long-term
vacancy census tracts. Examples of metropolitan areas with a large number of tracts in this
category are Denver, Colorado; Orlando, Florida; Las Vegas, Nevada; and Phoenix, Arizona.

11

The vacancy data are from the USPS and the tract characteristics are from the five-year sample of the 2010
American Community Survey.

-6The second category of high long-term vacancy census tract has a large share of older
housing stock built before 1960, low median income, a high poverty rate, a high unemployment
rate, and a large share of residents with less than a high school degree. These tracts can be called
“low demand” locations because these characteristics are frequently associated with areas
suffering from persistent job loss and a decline in housing demand. Metropolitan areas with a
large number of tracts in this category include Detroit, Michigan; Cleveland, Ohio; St. Louis,
Missouri; and Baltimore, Maryland.
The third and final category of high long-term vacancy census tract has a low density of
housing units per square mile, high shares of owner-occupied and single-family housing units,
and a high fraction of white non-Hispanic residents. We can think of these neighborhoods as
“traditional suburban” areas. Examples of metropolitan areas with a large number of tracts in
this category are Charleston, West Virginia; Des Moines, Iowa; Peoria, Illinois; and Oklahoma
City, Oklahoma-- locations not often mentioned in national media coverage about the housing
crisis.
Matching Solutions to Neighborhood Characteristics
As I mentioned earlier, we should endeavor to achieve full recovery in all of the many
diverse housing markets around the country. The private market will likely drive recovery in
many locations and, in those locations, the appropriate role of government may be to monitor
local activity and ensure that the actions of the private markets improve neighborhoods and
provide opportunity for all families, regardless of income, race, ethnicity, or housing tenure.
However, some neighborhoods likely will not recover without the assistance of
government, and in this time of scarce resources, it is critical that the public sector has the
information and tools necessary to ensure that any assistance that is provided is effective and

-7efficient. Doubtless there will be costs associated with solving these problems, but it is important
to also consider the costs of doing nothing. For example, it costs local taxpayers to let vacant
buildings decline, it costs money to tear them down, and it costs money to convert them to a
better use. Ultimately, a policy of neglect will be just as--or even more--costly than finding and
implementing constructive solutions to the vacancy issue. We must ask ourselves, can we create
policies that fairly distribute those costs? What are the limitations? What innovations can create
more effective, scalable solutions? With funding scarce, how can we identify solutions that will
ultimately be most cost effective?
To begin to answer some of these questions, I return to the typology of vacant properties
introduced earlier.
“Housing Boom” Locations
The first type, “housing boom” areas, has relatively high median incomes and new
housing stock. These characteristics are attractive to investors, and many investors are
reportedly purchasing vacant homes and converting them to rental. Given the recent tightening
of the rental market, such a strategy could be a win-win scenario for communities that need more
affordable rental homes and suffer from an excess of single-family vacant units. In fact, in
January, the Federal Reserve released a staff paper on housing issues12 that went into some detail
about the potential benefits of converting foreclosed properties to rental, and in April, the Board
released a policy statement that outlines supervisory expectations for residential rental activities
for certain banking organizations.13

12

“The U.S. Housing Market: Current Conditions and Policy Considerations,” white paper (Washington: Board of
Governors of the Federal Reserve System, January 2012), www.federalreserve.gov/publications/otherreports/files/housing-white-paper-20120104.pdf.
13
Federal Reserve Board Policy Statement on Rental of Residential Other Real Estate Owned Properties. April 5,
2012. www.federalreserve.gov/newsevents/press/bcreg/bcreg20120405a1.pdf.

-8Phoenix, Arizona, is a good example of an area with many census tracts that fit into the
“housing boom” typology. Phoenix was one of the areas hit hard during the housing bust, with a
peak-to-trough decline in prices of more than 50 percent.14 More recently, however, prices in
Phoenix have rebounded with a double-digit increase over the 12 months ending in July.15
Reportedly, much of this demand is driven by investors who are converting vacant homes into
rental properties. Direct statistical evidence on investor activity at the local level is not available.
However, since investors tend to finance their purchases with cash or other non-mortgage
financing, the level of cash purchases can provide an indicator of investor activity. In the past
two years, the fraction of home purchases financed with cash in the Phoenix area was much
higher than the national average.16 This is an example of the private market stepping in to
purchase vacant units and in turn increasing housing values.
As encouraging as this trend may be, it is not a panacea. For example, it is possible that
aggressive investor activity could crowd out potential homeowners, especially low- to moderateincome households. In addition, investors are not interested in all markets; therefore, there will
still be some areas where private investment will not step in to curb the problems associated with
vacant properties.
The problem of investors crowding out local homebuyers could be addressed through
“first look” programs that provide a window, usually 15 days, during which time only
prospective homebuyers and nonprofits may bid on a property. In Phoenix, non-profit
organizations and local government officials used Neighborhood Stabilization Program (NSP)
funding and enlisted local real estate professionals to match vacant homes with eligible
14

Data from CoreLogic.
Data from CoreLogic.
16
The number of transactions financed with cash are calculated by subtracting the number of mortgage originations
by ZIP code (based on data gathered under the Home Mortgage Disclosure Act) from the number of home sales by
ZIP code reported by CoreLogic.
15

-9homebuyers. These are important programs. Community leaders, banks, and real estate
professionals should continue to collaborate to ensure that prospective homeowners are given a
fair chance to bid on available properties.
However, most prospective homebuyers and local nonprofits cannot bid on a property if
they cannot access mortgage credit. Results from the Federal Reserve’s Senior Loan Officer
Opinion Survey suggest that banks are less willing to provide mortgage credit now than in 2006
to borrowers with lower credit scores or smaller down payments.17 We hear much the same
story from community groups and housing counselors who report that low- and moderateincome and first-time homebuyers, especially, are finding it increasingly difficult to meet the
requirements for a home purchase loan due to limited funds for a down payment or weaker credit
scores. While prudent lending may warrant tighter underwriting standards relative to pre-crisis
levels, it is also important to ensure that tight credit does not unnecessarily dampen the housing
recovery and disproportionately affect creditworthy low-income and minority homebuyers. And
without the participation of owner-occupants, it will be difficult for many housing markets to
recover.
Like Phoenix, Oakland, California is also reportedly experiencing a significant amount of
investor activity that may be crowding out purchases by prospective homebuyers and nonprofits.
We hear complaints that many of these investors are not based in Oakland, causing residents to
express concern about external ownership of their neighborhoods and the long-term implications
of absentee landlords. In an attempt to address these concerns and provide more homeownership
opportunities to low- and moderate-income Oakland residents, a national nonprofit, Enterprise

17

Federal Reserve Board. April 2012 Senior Loan Officer Opinion Survey on Bank Lending Practices.
(www.federalreserve.gov/boarddocs/snloansurvey/201205/fullreport.pdf) In response to a special set of questions
on residential real estate lending practices, banks reported that they were less likely than in 2006, to varying degrees,
to originate mortgages to any borrowers apart from those with the strongest credit profiles.

- 10 Community Partners, is working with a private real estate fund to direct some of the private
dollars seeking investment properties in Oakland. The nonprofit partnership is using a complex
data-driven platform to identify targeted low- and moderate-income neighborhoods in the city,
purchasing vacant properties, rehabilitating them through a local workforce development
program, and converting them to rental. The ultimate goal is to ensure that the properties remain
local neighborhood assets. To achieve this, the partnership is prioritizing rentals and sales to
qualified local residents or nonprofits. Such an innovative strategy seeks to complement local
government and investor activity so that residents can share in the benefits of a housing recovery.
“Low Demand” Locations
Not all markets are equally attractive to private investors, so some governments are
developing programs to attract private capital to “low demand,” high-vacancy neighborhoods.
The city of Baltimore, Maryland provides a good example of such a program. Baltimore is
burdened with approximately 16,000 vacant and abandoned buildings, about a quarter of which
are owned by the city. Much of this vacancy has been caused by population loss and suburban
flight--Baltimore City has lost nearly one-third of its population over the last 50 years.18
However, not all parts of Baltimore have a significant number of vacant properties. In fact, only
5 percent of census tracts in the Baltimore metropolitan area have a long-term vacancy rate in the
top decile of the national distribution.19 The city of Baltimore has recognized these micro-market
distinctions and initiated an innovative data-driven program to identify areas with a high
concentration of vacant properties and turn these properties into valuable assets.

18

Ellen Janes and Sandra Davis (2011), “Vacants to Value: Baltimore’s Market-Based Approach to Vacant Property
Redevelopment,” Putting Data to Work: Data-Driven Approaches to Strengthening Neighborhoods (Washington:
Board of Governors of the Federal Reserve System, December).
19
Staff calculations based on USPS vacancy data.

- 11 This initiative, called “Vacants to Value,” uses data and targeted housing code
enforcement to foster redevelopment in areas where there is modest private investment interest.
Using a variety of real-time data sources, this program has developed market typologies down to
the census block-group level so that it can accurately determine the needs of specific
neighborhoods and apply targeted programs to best meet those needs. For example, the city is
targeting approximately 700 vacant properties in weak market areas where large-scale
investment--encompassing at least a city block--is necessary to catalyze private investment. In
healthier neighborhoods, the city believes that increased code enforcement and homebuyer or
developer incentives should be enough to reduce vacancy and stabilize neighborhoods. Lastly,
in Baltimore’s hardest hit neighborhoods, the city is demolishing, holding, or maintaining
properties that are unlikely to attract any private investment in the near future.20
Unfortunately, in some cases, vacant homes are beyond repair and will never be habitable
again. In these instances, demolition is often the best solution, and land banks can be a good
way to hold the property until it can be converted to a better use. A land bank is a governmental
or nongovernmental nonprofit entity established, at least in part, to assemble, temporarily
manage, and dispose of vacant land for the purpose of stabilizing neighborhoods and
encouraging re-use or redevelopment of urban property. Land banks have been around since the
early 1970s, but the recent foreclosure crisis has stimulated the creation of several new land
banking programs, including in New York State and Kansas City, Missouri. A key characteristic
of the new generation of land banks is that they often include mechanisms to self-finance over
time, including the ability to recapture a portion of the property taxes for a fixed period of time
after the property is put back to productive use.

20

Ibid 18.

- 12 As encouraging as these new self-financing features are, land banks and municipalities
are still struggling with the high costs of demolition. For example, in Cuyahoga County, home
to Cleveland, Ohio, about 80 percent of the approximately 100 properties per month that the land
bank acquires need demolition, but at $10,000 in average costs per demolition, the Cuyahoga
Land Bank is struggling to find the resources to fund this activity.21 The state of Ohio recently
dedicated $75 million of its direct payments from the Attorneys’ General (AG) National
Mortgage Settlement to fund a new grant program for demolition of abandoned and vacant
properties statewide.22 This $75 million still will not solve all of Ohio’s demolition needs, but
leveraging public and private funds like the AG settlement or developing new national sources of
bond financing could help address this local problem.23
“Traditional Suburban” Locations
The last category of high-vacancy areas in the typology that I discussed earlier is
“traditional suburban” neighborhoods. In contrast to the other two types of high-vacancy census
tracts, these neighborhoods are more evenly spread across many metropolitan areas, illustrating
that vacancy can be a problem in any community. Furthermore, ZIP codes in the “traditional
suburban” tracts do not tend to have a higher share of property vacancies resulting from
foreclosure than other ZIP codes, which demonstrates that some neighborhoods are struggling
with long-term vacancy issues even though they did not experience large numbers of
foreclosures. While the vacancies faced by these suburban areas might not have been caused by
foreclosure problems, the costs to neighborhoods are every bit as real. Such areas represent

21

Tom Fitzpatrick. (2012). Connecting Communities [Webinar]. Retrieved from
https://www.stlouisfed.org/bsr/connectingcommunities/index.cfm?proc=call&act=view&sid=12
22
Ohio Attorney General (2012) “Attorney General Launches Moving Ohio Forward Demolition Grant Program To
Remove Blighted Residential Structures,” press release, April 13, www.ohioattorneygeneral.gov/foreclosure.
23
For example, the “Restore Our Neighborhoods Act” (H.R. 4210), sponsored in 2012 by Representative Steven
LaTourette (R-OH) would authorize creation of “Qualified Urban Demolition Bonds” to support demolition costs.

- 13 additional opportunities to use the lessons of the recent crisis as local leaders strive to better
understand the root cause of high vacancy levels and to target limited resources. Consider the
situation faced by Oklahoma City.
Oklahoma City estimates that 8,000 urban properties have been vacant for more than
three years, and that the number of vacancies is increasing.24 The city’s historically high housing
vacancies mostly stem from cultural and demographic changes that have occurred over decades,
as well as inadequate building code laws and enforcement. Interestingly, the area did not
experience the housing boom and bust that occurred in much of the nation. Whereas national
house prices rose by 89 percent between 2000 and 2006, prices in Oklahoma City rose by only
35 percent. In addition, house prices in Oklahoma City have been flat since 2006, a sharp
contrast to the large drop in national home prices.
But even though the vacancy rates in Oklahoma City are not a direct result of the housing
boom and bust, it may be that newer solutions developed for “housing boom” and “low demand”
areas can be combined with traditional community development policy tools to help solve a
problem that developed over decades. Indeed, city planners recently concluded that the city
could not tackle neighborhood revitalization without addressing vacancies. Increasing costs for
needed city services, reduced revenues, and barriers to growth resulting from deteriorating
infrastructure all combined to lend urgency to these efforts. As has been the case in other cities,
officials in Oklahoma City realized that gathering data was a necessary first step. Starting earlier
this year, they embarked on an ambitious study to determine the total cost resulting from
vacancies. The city will then use the findings from the study to support enactment of tougher
code enforcement to recover lost revenue, including assessment of fines against owners who fail

24

Russell Claus, Director, Planning Department, city of Oklahoma City. Interview by Paul Wenske, Senior
Community Development Advisor, Federal Reserve Bank of Kansas City. August 2012.

- 14 to maintain their properties. This combination of new measurements and old tools to develop
solutions should serve as an example to many “traditional suburban” areas around the country
that have experienced, and will continue to experience, vacancy issues.
Conclusion
The potential fallout of high rates of vacancy--blight, crime, lowered home values, and
decreased property tax revenue--is the same for every neighborhood and community. But there
is no one-size-fits-all solution to the vacancy problem. I’ve used some examples of communities
around the country that are facing high vacancy rates in order to illustrate their different
characteristics and the different origins of their vacancy problems. Taking account of such
differences will be important in crafting solutions to the problems caused by those vacancies.
Hopefully, these examples and other ideas that have been shared throughout this conference will
inspire new and creative solutions to the difficult issues faced by communities. Certainly,
different housing markets will recover in different ways and at different paces. In some areas,
the private market will lead the way, while in others, government will have to use precious
resources wisely to catalyze recovery.
The examples I’ve discussed also illustrate the value of using data to understand vacancy
issues, to determine which neighborhoods are experiencing which challenges, and to design
appropriate policy solutions. Solving the problems of long-term vacancies will require the best
efforts of public, private, and non-profit leaders locally and across the country. I can assure you
the Federal Reserve System will continue to support recovery through the use of all its policy
tools and research capacity.
Thank you.