Problematic smartphone use was most related to the fear of missing out, depression (inversely), and a need for touch.
Behavior activation mediated associations between smartphone use and both anxiety and depression.
Results demonstrate the importance of social and tactile need fulfillment variables that explain problem smartphone use.