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Ethics & Fraudhard17% of exam

A credit scoring model includes 'years at current address' as a significant factor. Analysis reveals this criterion results in lower scores for 25% of Native American applicants compared to 8% of white applicants, due to cultural patterns of extended family housing arrangements. The model developer argues residential stability predicts creditworthiness. This scenario most likely represents:

Correct Answer

A) Disparate impact that requires business necessity justification

This represents disparate impact under the Fair Housing Act and ECOA. While the criterion appears neutral, it disproportionately affects Native Americans due to cultural housing patterns. The model developer must prove that 'years at current address' is necessary for accurate credit assessment and that no alternative method exists that would be less discriminatory while achieving the same predictive accuracy.

Answer Options
A
Disparate impact that requires business necessity justification
B
Lawful underwriting since residential stability is a legitimate credit factor
C
Disparate treatment because Native Americans are scored differently
D
Neither discrimination since the model applies the same criteria to everyone

Why This Is the Correct Answer

This represents disparate impact under the Fair Housing Act and ECOA. While the criterion appears neutral, it disproportionately affects Native Americans due to cultural housing patterns. The model developer must prove that 'years at current address' is necessary for accurate credit assessment and that no alternative method exists that would be less discriminatory while achieving the same predictive accuracy.

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