Active components in digital health interventions for sleep among adolescents: a systematic review and meta-analysis of randomized controlled trials - Summary - MDSpire

Active components in digital health interventions for sleep among adolescents: a systematic review and meta-analysis of randomized controlled trials

  • By

  • A. Salamanca-Sanabria

  • A. Fogel

  • N. Padmapriya

  • C. Meenushree

  • A. Rodriguez

  • JG Eriksson

  • December 4, 2025

  • 0 min

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Objective:

To examine the effectiveness and active components of digital health interventions (DHIs) for promoting healthy sleep in adolescents, highlighting the critical need to address sleep issues in this population.

Key Findings:
  • dCBT-I significantly reduced insomnia severity (SMD = −3.32) and modestly improved sleep quality (SMD = −0.32), with statistical significance noted.
  • Secondary benefits for mental health outcomes were observed with dCBT-I.
  • Active components of DHIs included cognitive restructuring, mindfulness, stimulus control, and sleep restriction.
  • Most DHIs were unguided (55.5%) or provided minimal online support (33.3%).
  • Educational and lifestyle interventions yielded mixed effects.
Interpretation:

dCBT-I is particularly beneficial for adolescents experiencing insomnia or poor sleep, suggesting a need for refined digital delivery and intervention fidelity in future research, with implications for clinical practice.

Limitations:
  • Variability in the quality and design of included studies.
  • Limited guidance and support in many DHIs may affect efficacy, along with potential biases in the studies reviewed.
Conclusion:

Future research should clarify which active ingredients in DHIs drive sustained improvements in sleep and mental health among adolescents, emphasizing the importance of addressing sleep health.

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