But it doesn’t mean that it couldn’t be a second order relationship. The article shows that time spent on mobile devices and mental health are not link as cause and effect, but it doesn’t disprove that they are not related.

Also, time spent may not be related so some types of mental health issues like depression, but we have many other mental health issues like anxiety, loneliness, etc.