Mining Digital Traces of Facebook Activity for the Prediction of Individual Differences in Tendencies Toward Social Networks Use Disorder: A Machine Learning Approach. [PDF]
Front Psychol, 2022 Marengo D +3 more
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Insights on associations between the frequency of use of diverse social media products and social networks use disorder tendencies from a German speaking sample. [PDF]
BMC Res NotesMontag C +5 more
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Understanding Detrimental Aspects of Social Media Use: Will the Real Culprits Please Stand Up? [PDF]
Front Sociol, 2020 Montag C, Hegelich S.
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Fear of missing out (FOMO): overview, theoretical underpinnings, and literature review on relations with severity of negative affectivity and problematic technology use. [PDF]
Braz J Psychiatry, 2021 Elhai JD, Yang H, Montag C.
europepmc +1 more source
Depressive inclinations mediate the association between personality (neuroticism/conscientiousness) and TikTok Use Disorder tendencies. [PDF]
BMC PsycholMontag C, Markett S.
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Neuroimaging the effects of smartphone (over-)use on brain function and structure-a review on the current state of MRI-based findings and a roadmap for future research. [PDF]
Psychoradiology, 2023 Montag C, Becker B.
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Investigating Smartphone-Based Sensing Features for Depression Severity Prediction: Observation Study. [PDF]
J Med Internet ResTerhorst Y +5 more
europepmc +1 more source
Health anxiety related to problematic smartphone use and gaming disorder severity during COVID-19: Fear of missing out as a mediator. [PDF]
Hum Behav Emerg Technol, 2021 Elhai JD +5 more
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