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In 2017, Frontiers in Psychiatry published 'An Update Overview on Brain Imaging Studies of Internet Gaming Disorder' as part of their research on IGD or Internet Gaming Disorder.The conclusion was startling:"There is an emerging evidence that .
It was the research of Joel Billieux who provided clear pathways into problematic mobile phone usage. He emphasised on the following four pathways for SmUD: