Last week that Bieber, 21, told "The Bert Show" that one of his New Year's resolutions was to ditch the tobacco, reported Aceshowbiz.
"I'm going to quit smoking, I'm gonna do it. It's not healthy," he said.
The 21-year-old singer had also realized that smoking put him in the bad light. "That's why ...I just don't want to be someone who people are like, 'He's smoking, he's a bad person,'" he added.
The "What Do You Mean?" hitmaker was living in the hotel where he was caught smoking.