Bias & Fairness

Impact Ratio

The ratio of a group's selection rate to the highest selection rate among all groups.

What Is Impact Ratio?

The impact ratio quantifies the relative disadvantage a group faces in an employment selection process. It is calculated by dividing a group's selection rate by the selection rate of the most-selected group. An impact ratio below 0.80 indicates potential adverse impact under the four-fifths rule. For AI bias audits, impact ratios are calculated for each protected category (race/ethnicity, sex, age) at each decision point. OnHirely calculates impact ratios automatically and flags any values below the 0.80 threshold for remediation.

Category: Bias & Fairness

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