The purpose of this paper is determine whether the use of a narrow geographic definitions of the market served by banks results in conclusions that are different from those found if a broader geographic definitions is used. Using ZIP code clusters for a sample of low-income applicants, we find results that are different from those when the traditional MSA sampling technique is used.
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