Resources
On this page, you can find all available data, codebooks and repositories. Please note that not all publications are listed here, as some did not collect any (shareable) data.
To see all of our work, please go to our publications.
Experience Sampling Method
Below you can find all available resources related to our ESM studies (Awesome I).
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Design and procedure - ESM Studies
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How does social media make adolescents lonely? Social capital and social comparison as heterogeneous within-person mediators
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Adolescents' digital nightlife: The comparative effects of day- and nighttime smartphone use on sleep quality
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Changing or stable? The effects of adolescents’ social media use on psychosocial functioning
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Development, validity, and reliability of the parent-adolescent communication about adolescents’ social media use scale (PACAS)
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The effects of fragmented and sticky smartphone use on distraction and task delay
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Investigating heterogeneity in (social) media effects: Experienced-based recommendations
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Habitual social media and smartphone use are linked to procrastination for some, but not all, adolescents
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Explaining variation in adolescents’ social media-related distraction: The role of social connectivity and disconnectivity factors
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Promises and pitfalls of social media data donations
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Experience sampling self‑reports of social media use have comparable predictive validity to digital trace measures
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Social media and distraction: An experience sampling study among adolescents
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Social media use and its impact on adolescent mental health: An umbrella review of the evidence
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Social media browsing and adolescent well-being: Challenging the “Passive Social Media Use Hypothesis”
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The associations of active and passive social media use with well-being: A critical scoping review
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Social media use and adolescents’ well-being: Developing a typology of person-specific effect patterns
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Some socially poor but also some socially rich adolescents feel closer to their friends after using social media
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Social media use and friendship closeness in adolescents' daily lives: An experience sampling study
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Adolescents’ social media experiences and their self-esteem: A person-specific susceptibility perspective
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Social media and adolescents’ self-esteem: Heading for a person-specific media effects paradigm
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The accuracy and validity of self-reported social media use measures among adolescents
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The effect of social media on well-being differs from adolescent to adolescent
Instagram Data Donation
Below you can find all available resources related to our Instagram data donation studies (Awesome I).
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Happiness and sadness in adolescents’ Instagram Direct Messaging: A neural topic modelling approach
Interview Guides
Below you can find all available resources related to our focus group and/or interview studies.
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In their own words: How adolescents differ in their social media use and how it affects them
Interview guide
Open PDF
Link to the journal
Daily Diary Studies
Below you can find all available resources related to our 100-day daily diary studies (Awesome II).
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Design and procedure - 100-Day daily diary study
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From days to months: The effect of social media use on stress among adolescents accumulates over time
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Depressive symptoms amplify the impact of feeling supported or ignored online by friends on adolescents’ well- and Ill-being
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Diverse platforms, diverse effects: Evidence from a 100-day study on social media and adolescent mental health
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A harsher reality for adolescents with depression on social media
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Parent-adolescent communication in a digital world: A 100-Day diary study
TikTok Data Donation
Below you can find all available resources related to our TikTok data donation studies (Awesome III).
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Overarching data collection
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What’s on their For You page? A large-scale computational approach to analyzing adolescents’ TikTok archives through hashtag topic modeling
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Re-usable BERTopic Pipeline

OSF project
Dataset
Syntaxes

