Link - [[Addiction MOC]] - [[Why Adolescents vape]] This book [[Book - Digital Therapeutics for Mental Health and Addiction]]. What is [[Digital Phenotyping]] ? ![[8dbf3b53-51d4-4bd5-9f3e-49aaa6507edd.pdf]] ## An Ideal Product If we can build a digital service to support addiction recovery. The app should be able to: 1. **Detect Early Patterns of Risk & Relapse** 1. Hybrid passive (sensors) + active (micro‑check‑ins) analytics surface deviations in sleep, location entropy, gesture counts, and self‑rated urges. 2. **Promote Self‑Awareness & Motivation** 1. In‑app reflections, streak visualisations, and timely “pause & breathe” nudges strengthen insight and agency. 3. **Support Clinicians with Decision Tools** 1. This is the principle of Blended approach -- need to have human + technology 2. [[value of blended care]] | [[20240306 - Multi-Stepped Approach framework]] 3. A dashboard ranks risk signals, trends, and treatment‑response graphs, enabling timely outreaches and medication tweaks. 4. **Enable Recovery‑Oriented Support** 1. Contextual peer messages, coping tips, and goal reminders are triggered by sensor‑detected risk contexts. ## Features 1. Mood Logging 1. Radom or timed EMA ( [[EMA]]) to log mood, level of craving 2. Journal space 1. Motivational Interview Prompts 2. Solutions Focused Prompts 3. Wearable 1. Track sleep, activities, HRV 1. Detect stress level changes - [[heart_Rate DP]] 2. Sleep [[DP - Sleep]]] 3. Activity [[DP - Geolocation]] | [[DP - Physical Activities]] | [[DP - Accelerometry]] 4. Location [[DP - Geolocation]] 4. Psychoeducation 1. Bite size information 5. Early Warning Signs Monitoring 1. build self-awareness [[Patient Self-monitoring of symptoms]] 6. Self-Care Practises 7. Emergency Contact / Recovery Support 1. Social/Peer [[The wellness Recovery Action Plan WRAP]] Phone app and Wearable :: [[Clinical Constructs and Digital Phenotyping]] ## Imagine 1. Client get referred for service, 2. Assigned a counsellor - building rapport 3. Introduce this recovery app/service. 1. Client use this at home for self-monitoring, logging mood, cravings.. etc 4. Counsellor remote monitor and support client, and meet up in persons to talk about those insights/patterns.. 5. Combined with bio-psycho-social treatments/interventions