What are the financial barriers that prevent young adults from accessing digital CBTi apps and are there free clinical alternatives available?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the financial barriers that prevent young adults from accessing digital CBTi apps and are there free clinical alternatives available?
2 real searches · 1 real-search pass
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
financial barriers cost affordability digital CBT-I apps young adults subscription insurance access evidence Google ↗
free evidence-based CBT-I alternatives United States CBT-i Coach Insomnia Coach free clinical services sliding scale 2026 Google ↗
- JMIR Mental Health - Factors Influencing the Initiation and Continued Engagement of Digital Mental Health Tools Among Adults: Theory of Planned Behavior–Informed Systematic Review · mental.jmir.org
- JMIR Mental Health - Factors Influencing the Initiation and Continued Engagement of Digital Mental Health Tools Among Adults: Theory of Planned Behavior–Informed Systematic Review · mental.jmir.org
- Making digital interventions accessible and affordable · apa.org
- Cost Savings Associated With Fully Automated Digital Cognitive Behavioral Therapy for Insomnia Disorder (SleepioRx): A Matched Control Study of US Patients · pmc.ncbi.nlm.nih.gov
- Behavioral Health Apps in Primary Care · integrationacademy.ahrq.gov
- Evaluation of Digital Mental Health Technologies in the United States: Systematic Literature Review and Framework Synthesis · pmc.ncbi.nlm.nih.gov
- Investigating the Effectiveness of CBT-i Coach, a Free, Publicly Available mHealth App for Insomnia · pmc.ncbi.nlm.nih.gov
- VA/DoD CLINICAL PRACTICE · healthquality.va.gov
- Insomnia Coach · mobile.va.gov
- Mobile App: CBT-i Coach · ptsd.va.gov
- CBT-i Coach · mobile.va.gov
- Insomnia Resources and Treatment Options · veteranshealthlibrary.va.gov
- Insomnia Resources and Treatment Options · veteranshealthlibrary.va.gov
- Access SleepEZ · veterantraining.va.gov
- Am I Eligible? · hrsa.gov
- Find a health centre · findahealthcenter.hrsa.gov
- Free & Low Cost Treatment Options for Mental Health and Substance Use · samhsa.gov
- Help for mental health, drugs, alcohol: No Insurance · samhsa.gov
- Sleep Problems in Veterans with PTSD · ptsd.va.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
financial barriers cost affordability digital CBT-I apps young adults subscription insurance access evidence OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
free evidence-based CBT-I alternatives United States CBT-i Coach Insomnia Coach free clinical services sliding scale 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |