Paper one offers a critical review and synthesis of the literature examining the link between digital technology and well-being, with a focus on findings from longitudinal and experimental studies. They find that behavioral mechanisms such as sleep disruption and sedentary behavior, and psychosocial mechanisms such as passive versus active use, cybervictimization, social connectedness, and social comparison, all impact well-being. Additionally, some behaviors such as passive social media use are more likely to result in social comparison, which causes users to miss out on potential benefits of social connectedness, while active participation leads to higher social connectedness. These findings point to the need to explore ways of intervening in problematic online behaviors to interrupt vicious cycles.
Paper two reports efforts to harness social media content about suicide-related postings to improve interventions in a clinical setting. Presenters conducted two studies that explore stakeholder perceptions about automated social media monitoring, and the concordance between automated risk scores and clinician risk ratings. Participants include clinicians, parents, and adolescents. This research found strong motivations for using social media monitoring to reduce risk, and also concerns about privacy. Agreement between automated versus clinical monitoring is reported. This important research moves the field toward considerations for the ways that online screening tools may influence offline interventions.
Paper three reports on a systematic review of the predictors of resilience while using social media. Findings suggest that predictors of resilience are similar offline and online (i.e. self-efficacy, self-regulation, positive coping style, good mental health, and social support). Predictors not typically associated with resilience included active help-seeking strategies in the face of risk, as well as technology skills. Additional findings are that social media can promote resilience, potentially leading to ââ¬Åvirtuous cyclesââ¬ï¿½ of resilience for adolescents. This research can begin to prepare social workers to build interventions that contribute to resilience, and support well-being online.