Clinical Psychological Science · 2021 · 140 citations · 33 references
Social SciencesBehavioral SciencesAdolescent HealthBehavioral HealthMedia StudiesAdolescent DepressionDigital MediaNew MediaSocial MediaImpactsRepresentative SamplesYouth Digital Engagement
Digital technology is ubiquitous in modern adolescence, and researchers are concerned that it has negative impacts on mental health that, furthermore, increase over time. To investigate if technology is becoming more harmful, we examined changes in associations between technology engagement and mental health in three nationally representative samples. Results were mixed across types of technology and mental health outcomes: Technology engagement had become less strongly associated with depression in the past decade, but social media use more strongly associated with emotional problems. We detected no changes in five other associations, or differential associations by gender. There is therefore little evidence for increases in the associations between adolescents' technology engagement and mental health. Information about new digital media has been collected for a relatively short time; drawing firm conclusions about changes in their associations with mental health may be premature. We urge transparent and credible collaborations between scientists and technology companies.
33
<i>Stan</i> : A Probabilistic Programming Language
Bob Carpenter, Andrew Gelman, Matthew D. Hoffman et al. · Journal of Statistical Software · 2017 · 7.4K citations · Full text
Youth Risk Behavior Surveillance — United States, 2017
Laura Kann, Tim McManus, William A. Harris et al. · MMWR Surveillance Summaries · 2018 · 2.5K citations · Full text