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What would be awesome would be taking a variety of (cheap, painless, ideally totally passive) tests on a control population, your applicant population, your offer population (specifically those who turn you down), your new hires, and your ongoing employees (especially if you can sort your employees once hired into good/bad).

It would ideally be descriptive vs. prescriptive, so you could uncover things like "we get mainly recent-college-grads applying, but our strongest employees are those who joined mid-career", or "we have very few minorities who apply, but those who apply and are offered positions tend to be strong and stay with the company a long time".

Pretty meaningless unless you are hiring at Google scale, though.

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