The study also found that heavy cannabis users have a lower body weight and a reduced body mass index (BMI), which could contribute to thinning of their bones.
Researchers say this could mean heavy users of the drug are at greater risk of osteoporosis in later life.
Scientists at the University of Edinburgh in the UK assessed 170 people who smoke cannabis regularly for recreational purposes and 114 non-users.
Fractures were more common in heavy users compared to non-users, the study found. Moderate users, however, showed no difference from non-users.
The researchers defined heavy users as those who reported smoking cannabis on 5,000 or more occasions in their lifetime. In this study, however, the average heavy cannabis user had taken the drug more than 47,000 times. Moderate users had, on average, taken the drug about 1,000 times.
This could be because cannabis may reduce appetite when taken in large amounts over a long period of time, researchers said.
The study is the first to investigate bone health amongst cannabis users. Researchers say further studies are needed to better understand the link between use of the drug and thinning of the bones.
"We have known for a while that the components of cannabis can affect bone cell function but we had no idea up until now of what this might mean to people who use cannabis on a regular basis," said lead researcher Stuart Ralston, from Edinburgh's Centre for Genomic and Experimental Medicine.
The study was published in the American Journal of Medicine.
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