Demographics of law enforcement

The “low pay” part is my mistake, i misremembered the articles listed on this thread and associated the higher attrition with lower pay.
From the second link:

The city’s rationale for the long-standing practice is that candidates who score too high could get bored with police work and quit after undergoing costly academy training.

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