Criminal Behavior, Substance Use, Violence, Violence in Adolescence
Conditions
Brief summary
This study will use a randomized control trial (RCT) design to administer two versions of a multisession remote behavioral intervention for youth seeking Emergency Department care for a violent injury with the goal to reduce their violence involvement and associated negative behaviors and consequences. The study examines two versions of the remote therapy intervention - a standard RTI (S-RTI) and an Artificial Intelligence RTI (AI-RTI). The application of a just-in-time adaptive strategy to address youth violence is an important and novel direction for this research, particularly given the need to understand best practices for delivering behavioral interventions among lower-income populations.
Detailed description
The Specific Aims for the proposed study are to refine the Remote Therapy Intervention (RTI) for delivery using a standardized remote therapy package (S-RTI; 1 ED + 5 remote sessions) based on a piloted RTI and an adaptive RTI that optimizes bi-weekly dose and intervention intensity between four levels of therapy (remote therapy+, remote therapy; automated electronic tailored therapy; none) based on a reinforcement learning (RL) algorithm \[AI-RTI\]. A total of 750 youth (age=14-24) seeking ED care for a violent injury will be enrolled and randomly assigned (stratified by age/gender) to the S-RTI (n=250), AI-RTI (n=300), and a control (EUC; n=200) condition. In addition to the randomized assignment, all youth will take a daily assessment over the course of the intervention timeline. Outcomes will be assessed at 6 and 12 months.
Interventions
BEHAVIORALRemote Therapy Intervention (RTI)
A single ED session followed by 5 remote therapy sessions
BEHAVIORALArtificial Intelligence Remote Therapy Intervention
Optimized by reinforcement learning to step up or down the intensity of treatment between three levels based on patient response to daily assessments.
Sponsors
University of Michigan
Eunice Kennedy Shriver National Institute of Child Health and Human Development (NICHD)
Study design
Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
SINGLE (Outcomes Assessor)
Eligibility
Sex/Gender
ALL
Age
14 Years to 24 Years
Healthy volunteers
Yes
Inclusion criteria
* Youth will be eligible if they screen is positive for seeking treatment in the ED for a violent injury, age 14-24, and report ownership of a smartphone with texting capability and internet access.
Exclusion criteria
* Youth will be excluded if they do not understand English, cannot provide informed consent due to mental incompetence, incarceration or medical instability (unstable patients will be recruited if they stabilize within 72 hours), are 14-17 years old and presenting without an accessible parent/guardian, are presenting for suicide attempt/intent, sexual assault, and/or child abuse (due to high intensity of social services needed for such patients during their ED visit).
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Change in Aggression | Baseline, 6-months, 12-months | Aggression will be measured at baseline, 6-month follow-up, 12-month follow-up. Conflict Tactic Scale measures have been used in prior work and is scored using a summary score (0=Never; 6=20+ Times). |
| Change in Victimization | Baseline, 6-months, 12-months | Aggression will be measured at baseline, 6-month follow-up, 12-month follow-up. Conflict Tactic Scale measures have been used in prior work and is scored using a summary score (0=Never; 6=20+ Times). |
Countries
United States
Outcome results
None listed