In addition to expert evaluation and care for adolescents with substance use problems and disorders, the Division of Addiction Medicine is home to a thriving research program that aims to find ways to prevent or decrease substance use and associated problems. Our goal is to improve support for adolescents, families, and the providers that care for them.
The aim of this observational study is to develop and validate screening algorithms designed to detect “early warning signs” of opioid use disorder risk factors and to develop and validate a time-series prediction model designed to predict a clinical trajectory and the likelihood of development of risks of opioid use disorder in adolescents undergoing painful orthopedic surgeries. The study will recruit 10,000 adolescents receiving opioids for orthopedic surgeries and their parents across multiple sites in the US.