I came across an interesting Masters Thesis from Eastern Illinois University on resilience and coping with respect to social media addiction. Although I did not read this in its entirety, the discussion section is worth reviewing.
The author highlights the correlation between social media addiction and avoidant coping skills. Furthermore, depression proved to be the greatest predictor of social media addiction.
Take a look at the thesis here.