Technology-Enabled Crisis Care for Youth: Bridging the Gap
Clinical Snapshot
PICO Framework
| P — Population | Children and adolescents experiencing mental health crises |
| I — Intervention | Technology-enabled mental health interventions including telehealth, remote patient monitoring, mobile health applications, virtual reality therapy, artificial intelligence, clinical decision support systems, and therapy chatbots |
| C — Comparator | Not explicitly defined; implied comparison to traditional in-person crisis care delivery |
| O — Outcomes | Crisis assessment and management, symptom tracking, treatment accessibility, care delivery quality, workforce shortage mitigation |
Bottom Line
This narrative review from Yale and University of Missouri provides a broad orientation to technology-enabled crisis care for youth, covering telehealth, remote monitoring, mobile health apps, virtual reality, AI, and chatbots. While the topic is timely and clinically important — particularly given severe child and adolescent psychiatry workforce shortages — the review does not meet systematic review standards. There is no formal search strategy, no pre-specified inclusion criteria, no quality appraisal of cited studies, and no quantitative synthesis. Accordingly, it cannot be used to make evidence-based clinical recommendations or to change practice. The review is best understood as an expert narrative overview that maps the technological landscape and identifies implementation challenges. For Australian clinicians, the telehealth and remote monitoring components are most immediately applicable given existing MBS infrastructure, though TGA regulatory requirements for digital therapeutics must be observed. Clinicians should seek higher-quality systematic evidence before adopting specific technologies in crisis care pathways. The absence of harms data is a notable concern in this vulnerable population.
Key Findings
P Value: Not reported
Effect Size: Not reported — no quantitative effect sizes presented
Primary Outcome: Descriptive synthesis of technology modalities (telehealth, remote patient monitoring, mobile health applications, virtual reality therapy, AI, clinical decision support systems, therapy chatbots) and their roles in youth mental health crisis care
Nnt Or Sensitivity: Not applicable — no quantitative outcomes reported; no NNT, sensitivity, specificity, or hazard ratios calculable from this narrative review
Confidence Interval: Not reported
Clinical Application
Feasibility varies substantially by technology type and setting. Telehealth and mobile health applications have established infrastructure in many health systems. AI-based clinical decision support and virtual reality therapy remain largely experimental in crisis care contexts. Implementation barriers including digital literacy, device access, internet connectivity, and clinician training are acknowledged but not systematically quantified. Australia faces significant child and adolescent psychiatry workforce shortages, particularly in rural and remote areas, making the telehealth and remote monitoring components of this review directly relevant. The TGA regulates software as a medical device (SaMD) under the Therapeutic Goods (Medical Devices) Regulations 2002, and clinicians should note that many digital therapeutics discussed may require TGA listing before clinical deployment. Medicare Benefits Schedule (MBS) telehealth item numbers for mental health services (introduced and expanded post-COVID-19) support telepsychiatry delivery. The RACGP and RANZCP have published guidance on telehealth mental health care. headspace and Beyond Blue digital platforms represent existing Australian infrastructure. The digital divide affecting rural, Indigenous, and low-socioeconomic youth populations is a critical equity consideration not addressed in this review. The Australian Government's National Children's Mental Health and Wellbeing Strategy provides relevant policy context. Children and adolescents presenting in mental health crisis across emergency, inpatient, outpatient, school, and community settings. Most directly applicable to healthcare systems experiencing child and adolescent psychiatry workforce shortages.
Abstract
The article discusses technological advancements in mental health care for youth in crisis, addressing workforce shortages and enhancing care delivery. Technologies like remote patient monitoring, telehealth, mobile health applications, virtual reality therapy, and artificial intelligence improve symptom tracking, communication, and treatment accessibility. Clinical decision support systems and therapy chatbots enhance crisis assessment and management. Various settings employ telepsychiatry and extend reach, while digital therapeutics and monitoring ensure ongoing support. Challenges include regulatory compliance, data privacy, and technological limitations. Future directions emphasize interoperability, safeguards for new and adapting technologies, patient-centered care, and integrated digital health systems.
References
- 1.Hoffman, P., & Ramtekkar, U. (2026). Technology-enabled crisis care for youth: Bridging the gap. Child and Adolescent Psychiatric Clinics of North America. Advance online publication. https://doi.org/10.1016/j.chc.2026.03.013
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