In exchange for coverage, insurers can demand that police departments implement new policies and training, and dismiss problem officers.

When Anthony Miranda was sworn in as police chief of Irwindale, California, four years ago, the department in this small gravel-mining city about 20 miles from downtown Los Angeles was in the midst of a downward spiral. Three officers had recently been accused of serious crimes.

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