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Federal regulators must not rely on standard measures of differences between outcome rates without considering the way those measures change simply because the frequency of an outcome changes.
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Analyses only consider borrowers who were offered a loan package they were willing to accept. Applicants denied a loan and applicants who turned down loans are not considered at all.
April 24
A recent settlement has postponed the Supreme Court's verdict on whether the Fair Housing Act covers practices that, while not intended to discriminate, have a disparate impact on some protected group. However, a development occurred while the case (Mount Holly v. Mt. Holly Gardens Citizens in Action, Inc.) was pending that may help to bring some much-needed clarity to an area where confusion has abounded.
In February 2013, the Department of Housing and Urban Development issued a
I have
However, most actions that reduce the frequency of an outcome will tend to increase relative (percentage) differences in rates of experiencing the outcome at the same time that they reduce relative differences in rates of experiencing the opposite outcome. For example, reducing a credit score requirement, while reducing relative differences in meeting the requirement, will increase relative differences in failing to meet it. Unaware of the latter pattern, federal regulators consistently monitor fair lending compliance on the basis of relative differences in adverse outcomes. Thus, by responding to regulator pressures to reduce the frequency of adverse outcomes, lenders increase the chance that the federal government will sue them for discrimination.
In consequence of its applying the discriminatory effects rule to insurers, HUD now faces a suit brought by insurer associations challenging the rule, at least as it applies to insurers. This suit, in the U.S. District Court for the District of Columbia, is just now resuming activity after being stayed while the Mount Holly case was before the Supreme Court. Plaintiffs recently filed a motion for summary judgment on the legal issue of whether the FHA covers disparate impact. If the court rules for the plaintiff insurer associations, that may resolve the issue, subject to appellate review.
But if summary judgment is denied, further litigation of the case will provide an opportunity for the plaintiffs to demand that HUD address exactly how disparate impact is to be measured. That would include, for example, clarifying whether reducing a credit score requirement for securing some desired outcome increases or decreases the disparate impact of the requirement.
As I explained in a recent
Whether or not that happens, however, requiring HUD to take a stand on how it measures impact may at least obviate the anomaly whereby the government encourages conduct that increases the chances a lender or other covered entity will be sued for discrimination.
James P. Scanlan is a lawyer in Washington. He specializes in the use of statistics in litigation.