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  1. Social media misuse explained by emotion dysregulation and self-concept: an ecological momentary assessment approach.Guyonne Rogier, Stefania Muzi & Cecilia Serena Pace - forthcoming - Cognition and Emotion.
    Studies suggested that emotion dysregulation and identity processes are involved in social media (SM) misuse, even if their proximal role has not been investigated. Previous studies rarely discriminated between specific activities or between types of SM. We recruited 50 young adults and implemented a momentary ecological assessment measurement. Four times by day, during seven days, we measured SM use, frequency of several activities on SM, emotion dysregulation, distress and clarity of self-concept. Daily time spent on Facebook, Instagram and TikTok were (...)
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  • Mining Digital Traces of Facebook Activity for the Prediction of Individual Differences in Tendencies Toward Social Networks Use Disorder: A Machine Learning Approach.Davide Marengo, Christian Montag, Alessandro Mignogna & Michele Settanni - 2022 - Frontiers in Psychology 13.
    More than three billion users are currently on one of Meta’s online platforms with Facebook being still their most prominent social media service. It is well known that Facebook has designed a highly immersive social media service with the aim to prolong online time of its users, as this results in more digital footprints to be studied and monetized. In this context, it is debated if social media platforms can elicit addictive behaviors. In the present work, we demonstrate in N (...)
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