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Before the Consumer Bankers Association 2005 Fair Lending Conference, Arlington,
Virginia
November 7, 2005

A Look at Fair Lending through the Lens of the New HMDA Data
I want to thank Joe Belew and the Consumers Bankers Association for inviting me to be
with you here this morning. I am especially pleased to speak at this particular Annual Fair
Lending Conference because it gives me an opportunity to discuss fair lending in the context
of the new pricing data that were collected under the Home Mortgage Disclosure Act
(HMDA) for the first time this year. Later, Federal Reserve Board staff members will discuss
in detail the Board's analysis of the 2004 HMDA data and fair lending procedures. But now,
I want to review the history and purpose of the HMDA data collection and offer my
perspective on the new pricing data, its impact on fair lending evaluations, and how the data
can be used to monitor your institution's lending programs and explore new lending
opportunities.
As you are all aware, amendments to the regulation implementing HMDA required the
reporting of loan-pricing data for higher-priced loans, beginning in 2004. These additional
requirements reflect significant changes in the mortgage credit market in recent years.
Technological advancements and the practice of credit scoring have resulted in new
strategies for analyzing, underwriting, and pricing mortgage loans. Because technology
allows lenders to price for risk more efficiently, access to mortgage credit has expanded.
This expansion, which is largely in the subprime market, has grown dramatically in the last
decade, with generally positive, but sometimes negative effects.
The change in reporting requirements was also the result of a fundamental reassessment of
the nature of mortgage lending abuses. Previously, it was presumed that a potential result of
inconsistent mortgage loan administration was denial of credit on the basis of race, sex or
other impermissible factors. More recently, the pricing of loans--not just the availability of
loans--has been a potential source of discriminatory lending practices.
Home ownership is at record highs among low-income and minority borrowers, many of
whom may not have qualified for mortgages prior to the development of risk-based pricing
technologies. This is generally viewed as a very positive development, since home ownership
is often the single most important step toward asset accumulation and wealth building in this
economy. However, the increase in mortgage lending among lower-income and minority
borrowers has also been accompanied by reports of abusive, unethical--and in some cases
illegal--lending practices.
Given these concerns, and after considering public comments, the Federal Reserve
determined that information on loan prices was critical to gaining insight into the functioning
of the higher-cost mortgage market. The Board's amendments to its HMDA regulation
require the collection and reporting of pricing data, among other things, and are consistent
with the need to keep HMDA data relevant to the fair lending issues presented by today's

marketplace.
Before we go further into recent events, it may be instructive to take a look back at HMDA
and see how the current rules have evolved. When HMDA was originally enacted in the
mid-1970s, the only information required to be reported was the location (by census tract) of
the loans. Many of you will remember that this addressed the so-called redlining issue. The
data simply helped the public and regulators track where an institution was lending and more
important, where it was not. It wasn't until the late 1980s that the reporting requirements
were expanded to include data on race, sex, and income level for each loan. The current
concern about the release of the new pricing data is reminiscent of the concern about the
first release, fifteen years ago, of data on race and sex. Those data, and the studies
surrounding their release, raised serious questions about whether the mortgage market was
serving people of all races fairly. In 1989, the concern was whether minority borrowers were
denied mortgage loans more frequently than white borrowers and, if so, whether the
disparity reflected discrimination. Today, as I stated earlier, the issue is no longer limited to
whether minority borrowers have access to credit but, rather, whether the price of that credit
reflects the lender's risk or whether it is tied in any way to discrimination.
Today's mortgage market offers a broad spectrum of loan products, ranging from prime loans
for borrowers with indisputably solid credit histories, on one end, to what have come to be
known as predatory loans, on the other. In between are a variety of higher-cost loans for
borrowers who have impaired credit ratings, high debt-to-income ratios, high loan-to-value
ratios, or some other risk characteristic for which lenders may legitimately charge a higher
rate as protection against default. But it is the abusive end of the spectrum that has drawn so
much attention and generated the discussion about discrimination in pricing and terms.
Although the line between legitimate and predatory subprime loans is often fuzzy, it is clear
that some lenders make subprime loans with the intent of separating borrowers from the
equity in their homes. Borrowers with good credit ratings have a dizzying array of mortgage
loan products to choose from. For those with poor credit ratings or those who may be
unfamiliar with financial-service providers and products, the choices are even more baffling.
And because of the many different ways in which lenders might disclose information about
this array of products, even knowledgeable borrowers who are familiar with the process and
who have shopped diligently may not feel certain that they have gotten the loan that is best
for them. As a former banker who has been involved in dozens of mortgage loan closings
over the years, I never walked into a closing of a mortgage loan on my own residence feeling
confident that I knew everything that I should know about my loan and mortgage terms.
Several recent studies of consumer behavior suggest that borrowers with poor credit ratings
are at a disadvantage for a number of reasons--in particular, a lack of financial education.
But even more troubling is evidence that many of these borrowers assume that their credit
standing is worse than it actually is and, as a result, don't shop and negotiate for the best
terms possible.
It is important that regulators carefully consider their responses to market inefficiencies.
Predatory lending is an issue that clearly needs to be addressed, but in a way that preserves
the incentives for responsible subprime lenders to continue making home ownership possible
for worthy borrowers who may have some credit problems. Not only is home ownership an
integral part of what many refer to as the "American dream," it also strengthens communities
by turning mere residents into investors with an ownership interest in the places they live.
Moreover, in our society, home equity, built up over time, is one of the most important

means of accumulating wealth.
Rather than draw bright lines around what might be considered predatory lending and
possibly returning to a situation in which potentially creditworthy borrowers do not have
access to credit, the Federal Reserve has used disclosure of loan-pricing data to monitor the
market and take enforcement action where necessary. The HMDA rules were changed to
require the reporting of pricing information for higher-priced loans. HMDA is premised on
two distinct assumptions. The first is that the mortgage market works more efficiently when
more information about it is publicly available. Indeed, the data have been used to identify
credit demand that might otherwise have been overlooked. The conclusions drawn from the
data have also encouraged the establishment of partnerships between lenders and
community organizations to meet credit needs. The other assumption is that disclosure of
data improves compliance with, and enforcement of, fair lending and consumer protection
laws. As you know, the HMDA data are the first reference point for fair lending
examinations conducted by the Federal Reserve and the other banking regulators. The data
help to identify potential fair lending issues in the institutions regulated by the Federal
Reserve and other supervisory agencies.
The public disclosure of price information--in the form of spreads between the annual
percentage rate on a loan and the rate on Treasury securities of comparable maturity--is
designed to improve market efficiency and regulatory compliance. Even with the addition of
the price data, however, HMDA data alone are not sufficient to prove discrimination. But
new data will allow examination resources to be deployed more strategically by allowing
supervisory agencies to determine, in advance, which lenders and higher-priced loan
products may require more scrutiny. The new disclosure requirements will ensure that, as the
marketplace develops and changes, interested parties will be able to conduct more efficient
fair lending reviews.
Just as the release of data about race and sex helped lenders to focus on the underserved
markets identified by the data, so will the new pricing data help them focus on those people
and geographic areas that may be underserved. Over the last decade, lenders made great
strides in improving their lending policies and developing strong compliance-management
and oversight programs. It is hard to argue that this improvement was not, in large measure,
a response to the 1989 release of data about race and sex. Credit scoring systems and
innovative programs such as second reviews of denied loans became industry standards in an
effort to serve these underserved markets better.
The new data provide a similar opportunity to improve the efficiency of the mortgage
market. A published Board staff analysis of the 2004 data finds substantial disparities among
racial and ethnic groups in the incidence of receiving higher-priced loans. Those disparities
may narrow when information about credit scores, loan-to-value ratios, and other creditrelated factors is considered, but it is not clear that taking into account those other factors
will erase the disparities. One cause of the disparities worthy of note is the finding that
blacks and Hispanics are much more likely than whites to obtain credit from institutions that
concentrate more of their business on higher-priced loans.
Now, for the first time, we can sort information on higher-priced loans by race, sex, product
type, and geographic area. We will be able to evaluate whether higher prices are being
charged, for example, to all Hispanics or only to Hispanic females and whether the higher
prices are being charged overall or just for a certain kind of mortgage products. Using this
information, lenders and community groups can work together to identify the particular

segments of their communities that may need additional financial education or, perhaps,
new, more-competitive products.
What advice can I offer you mortgage lenders in light of these new HMDA disclosure
requirements? Let me begin by reminding you of what regulators expect to find when
examining mortgage lenders.
As with all business lines, the mortgage lending strategy needs to be clearly articulated at the
board of directors level. The strategy that the board articulates should include such basics as
the anticipated range of risk parameters intended in the mortgage portfolio. A portfolio
limited to prime single-family residential loans would presume risk-management tools
consistent with that portfolio. Institutions with broader risk appetites should define these risk
parameters accordingly and also define the risk-measurement and risk-mitigation initiatives
consistent with these greater risks.
In onsite examinations, regulators will first evaluate the extent to which your controls reflect
the acceptable levels of risk defined in your strategic plan and the consistency with which
your policies and procedures reflect those risk parameters. In that context, let me focus on
how your pricing policies might be addressed. Most mortgage lenders have stated policies
that they do not discriminate against any prohibited class of borrowers. It is the role of the
CEO and senior management to ensure that procedures and controls throughout the
organization support those policies.
Start by evaluating compensation arrangements for your loan originators. This is particularly
important for institutions in which the ultimate price of a loan may be set at the discretion of
individual loan officers or branch managers, or on some other decentralized basis-especially if the individual setting the price receives some share of any price over a certain
floor or "par" rate. Management should consider several factors:
1. whether loan originators' compensation provisions incorporate incentives to extract
fees from vulnerable or less well-informed borrowers;
2. whether fair lending training programs adequately address issues of pricing
discrimination; and
3. whether loan-documentation requirements provide a sufficient basis for demonstrating
to the institution's auditors and, if need be, its regulator, that pricing differences
resulting from the exercise of discretion are a function of market factors and not
unlawful discrimination.
A related issue is loan products originated through or purchased from loan brokers. When
evaluating your institution's involvement with these products, you may want to ask whether
existing policies place parameters on fees for brokers. You should also ask whether your
institution performs adequate due diligence and regular testing of its broker channels to
verify that third parties are acting in accordance with your policies. In this regard, the
financial institution regulators issued joint guidance on credit-risk management for
home-equity lending in May, urging banks, thrifts, and credit unions that use brokers and
correspondents to monitor the quality of loans by origination source in order to uncover
problems and take appropriate action--including terminating the relationship--against any
third-party originators that do not produce quality loans.
A broader question regarding pricing involves price differences based on risk, property
characteristics, or type of loan product. Any time a lender differentiates or prices based on
these factors, the burden of proof shifts to the lender to demonstrate that pricing differentials

are based on empirical analysis.
For an institution that adopts the practices I just outlined, and also tests to ensure that these
policies are not contravened by flaws in compensation or loan-purchase practices, the
changes in HMDA reporting should hold few surprises.
By now, each of you has carefully reviewed your revised HMDA data to identify any
potential legal or reputational risks. It is also important to maintain perspective. The inherent
limitation of the HMDA data collection must be understood if it is to promote market
efficiency and legal compliance. It is not intended to discourage lenders from entering or
remaining in higher risk segments of the market. Ultimately, the cost of credit to higher-risk
borrowers is lower when there is a competitive marketplace.
Although the discussion of the impact of the new HMDA pricing data has just begun, it is
clear that there is, and will continue to be, some heated debate about what the data show.
The data cannot support definitive conclusions but can be a useful screen that allows
enforcement and supervisory agencies to better target their resources. The data will also give
lenders an increased awareness of the lending and pricing practices of their organizations, as
well as of their competitors. As a result, the data may give lenders opportunities to compete
in areas where the data show concentrations of higher-cost lending. Competitive pressures in
these markets will increase efficiency and ensure that prices for mortgages are
commensurate with risk rather than with a lack of lower-cost options. Lenders, community
groups, and other mortgage market participants, such as realtors, will all have an interest in
establishing new partnerships and strengthening existing ones in an effort to serve their
communities better. There will undoubtedly be an increased emphasis on financial education
to help consumers shop for and obtain mortgage loans at the best price and with the terms
that best meet their needs. Finally, I think we can look forward to thought-provoking
research exploring both structural and behavioral aspects of the mortgage market to further
our understanding of why racial differences among borrowers persist.
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Last update: November 7, 2005