The 19-year-old pop star is accused of battery in the police report filed Tuesday, but the nature of the alleged physical abuse was not specified.
The battery allegedly happened during a dispute with a neighbor who criticized Bieber for recklessly speeding in his Ferrari through the neighborhood while children were playing and people were walking their dogs, TMZ said.
The celebrity news website said multiple residents have since corroborated the complaining man's story.
TMZ didn't name the man who filed the police report.
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