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Updated: Jan 11, 2026

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Digital Data Donation With Adolescents.

Valerie Z Y Yap1, Amira Skeggs1, Amanda M Ferguson1

  • 1Medical Research Council Cognition and Brain Sciences Unit, University of Cambridge, Cambridge, United Kingdom.

Annals of the New York Academy of Sciences
|November 10, 2025
PubMed
Summary
This summary is machine-generated.

Adolescents are willing to share social media data for research. This study shows data donation is feasible, offering new ways to study digital behavior and well-being.

Keywords:
adolescentsdata collectiondata donationdata infrastructuredigital mediasocial media

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Area of Science:

  • Digital Media Research
  • Adolescent Psychology
  • Data Science

Background:

  • Current research on adolescent digital media use relies on self-reported screen time, which is inaccurate.
  • Objective data donation methods are promising but underexplored in adolescent populations.
  • Understanding digital interactions is crucial for adolescent well-being.

Purpose of the Study:

  • To assess the feasibility of data donation methodology with adolescents.
  • To develop practical guidelines for future digital behavioral research with youth.
  • To explore adolescent willingness to share social media data.

Main Methods:

  • A 2-week longitudinal trial with 358 adolescents (aged 13-18).
  • Integrated ecological momentary assessment (EMA), psychometrics, and data donation from Instagram and TikTok.
  • Included focus groups and youth advisory panels for a youth-centered approach.

Main Results:

  • High feasibility across technical, ethical, and engagement aspects.
  • 78.9% donated Instagram data; 65.8% donated TikTok data.
  • Average EMA response rate was 74%, indicating strong participant engagement.

Conclusions:

  • Adolescents show willingness to participate in intensive digital behavioral research with proper safeguards.
  • Data donation is a viable method for studying adolescent digital lives.
  • Six key recommendations are provided for conducting future data donation studies with adolescents.