Non-Invasive Approaches Utilizing Digital Technologies for Stress Detection

Overview

This scoping review evaluates non-invasive technologies for stress detection, monitoring, and management in pediatric populations. It identifies a predominance of wearable and mobile sensing approaches while highlighting methodological fragmentation and gaps in research, including variations in stress induction methods and evaluation frameworks.

Background

Stress during childhood and adolescence can disrupt development and lead to long-term health issues. Traditional stress assessment methods are often invasive and impractical for repeated use in pediatric populations. Non-invasive technologies, such as wearable devices and mobile applications, present new opportunities for real-time stress management in children and adolescents.

Data Highlights

The review included 34 studies focusing on non-invasive stress detection technologies in pediatric populations, including wearable devices and mobile health applications.

Key Findings

• Wearable and mobile sensing technologies are the most commonly studied for pediatric stress detection.
• Stress assessment methods varied widely, often using task-based or situational stressors.
• Children under 13 years were more frequently represented than adolescents in the studies.
• Mitigation strategies explored included biofeedback, serious games, and parent-mediated interventions.
• Ethical and privacy concerns were acknowledged but not systematically addressed in the literature.

Clinical Implications

Healthcare professionals should consider the integration of non-invasive digital technologies for stress monitoring in pediatric care, while being mindful of ethical and privacy issues.

Conclusion

Non-invasive technologies show potential for pediatric stress management, but further research is needed to standardize methods and address existing gaps.

Related Resources & Content

1. American Academy of Pediatrics, Pediatrics, 2026 -- Digital Ecosystems, Children, and Adolescents: Policy Statement
2. Nature Mental Health, 2026 -- Ambulatory assessment in mental health: expert consensus and recommendations
3. Using Wearables in Mental Health Care for Children and Adolescents: A Scoping Review, 2026
4. Frontiers in Digital Health — Digital phenotyping of affect and stress in emerging adults
5. Frontiers in Psychiatry — Effectiveness of different digital interventions on symptoms for children and adolescents with attention-deficit/hyperactivity disorder: a network meta-analysis
6. npj Digital Medicine — Evaluating the Impact of Digital Health Interventions on Patient-Reported Outcomes in Perioperative Care: A Network Meta-Analysis
7. Journal of Medical Internet Research (JMIR) — Implementing Digital Respiratory Technologies for People With Respiratory Conditions: Scoping Review
8. Digital phenotyping of affect and stress in emerging adults
9. Effectiveness of different digital interventions on symptoms for children and adolescents with attention-deficit/hyperactivity disorder
10. Evaluating the Impact of Digital Health Interventions on Patient-Reported Outcomes in Perioperative Care
11. Digital Ecosystems, Children, and Adolescents: Policy Statement | Pediatrics | American Academy of Pediatrics
12. Ambulatory assessment in mental health: expert consensus and recommendations | Nature Mental Health
13. Using Wearables in Mental Health Care for Children and Adolescents: A Scoping Review
14. Wearable devices for anxiety assessment: a systematic review - PubMed
15. Implementation of digital mental health interventions for children and adolescents: A systematic review - ScienceDirect
16. Virtual reality versus 2D biofeedback for children and adolescents with stress related disorders: a randomized controlled trial | Virtual Reality | Springer Nature Link
17. An app responding to behavior of people to promote mental wellbeing in anxious youth - ScienceDirect
18. Digital Mental Health Literacy Combined With Physical Activity for Depression and Anxiety in High School Students: A Randomized Controlled Trial - PubMed