The 23-year-old singer was photographed talking to police officers following the reported incident.
Bieber was not cited by police and the photographer was taken to hospital with minor injuries. Bieber was also seen kneeling down to tend to the photographer, who said his leg was injured.
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Police say he accidentally struck the man with his auto after leaving a singalong with the Hillsong Church group in Los Angeles.
In July 2012, Bieber was given a speeding ticket for driving over 80 miles per hour (mph) in a 65 mph zone while trying to get away from a chasing photographer, reports said. Sources close with the church allegedly told TMZ: "The church didn't tell Justin to cancel the tour".
In a ideal storm of celebrity, Kourtney and Khloe Kardashian were also at the weekly Bible study event, sponsored by the City Church. "But a man's soul and well-being I truly care about came first and we must all respect and honour that", Braun added.
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According to police, Bieber "fully cooperated" and was released without receiving a citation.
In a video taken at the scene, Kourtney Kardashian's Aston Martin is seen parked beside an ambulance.
'Justin loves his fans and hates to disappoint them, ' reads a statement. He is grateful and honoured to have shared that experience with his cast and crew for over 150 successful shows across six continents during this run.
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After the cancellation of the tour, rumours began circulating on the internet that Bieber cancelled the tour because he's "rededicated his life to Christ".