Show the tool measures job-related attributes and is: Which distinction is decisive under US
Job-relatedness and business necessity, rather than general accuracy or framework adoption, provide the decisive validation distinction.
The question
A US public-school district uses an AI screening tool for education administrators. The tool predicts interview performance, but the district has not documented how prediction relates to job duties. Which distinction is decisive under US covered-employment selection principles?
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- Show the tool measures job-related attributes and is supported by business necessity. ✓US employment selection principles focus on whether the procedure relates to the job and is justified by business necessity.
- Document demographic outcomes after administrators are selected.Outcome monitoring can reveal disparities, but it does not establish that the tool predicts relevant job performance.
- Compare prediction accuracy with other available screening tools.Accuracy comparisons may inform procurement, but they do not establish that the selection procedure measures job-related requirements.
- Confirm the vendor follows a recognized AI governance framework.A framework may support governance, but it does not itself show job relatedness or business necessity for selection.
The trap
For employment selection, connect the assessment to actual job requirements before relying on accuracy or governance credentials. How to remember it
Job-relatedness and business necessity, rather than general accuracy or framework adoption, provide the decisive validation distinction.
How many of these would you get right?
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