Emergency Department-Initiated Buprenorphine Validation Network Trial

The study will be comprised of four components as outlined below: 1. Site implementation component: In this component, the investigators will use previously developed implementation facilitation strategies and resources to train ED providers and staff at approximately 30 diverse EDs in treatment initiation with SL-BUP and XR-BUP and develop ED buprenorphine protocols and procedures. The investigators anticipate that this will result in a minimum of 24 sites (80%) that will meet the implementation milestones for competence in ED-initiated BUP using standard SL and XR-BUP inductions. 2. Effectiveness RCT component: This component is a large pragmatic RCT using a Hybrid Type 1 Effectiveness-Implementation design. Sites that satisfactorily complete the site implementation component will be activated on a rolling basis for the RCT after demonstrated implementation milestones have been met. In this Hybrid Type 1 design the primary research question is the effectiveness of SL-BUP induction compared with that of XR-BUP on the primary outcome measure of engagement in formal addiction treatment at 7-days post ED visit. This design also allows us to gather information and report on implementation processes. 3. Ancillary component - XR-BUP Induction for patients with COWS \< 8: This observational case series will begin in advance of the Effectiveness RCT component at approximately 4 ED sites with extensive experience in ED-initiated BUP. The investigators will collect quantitative and qualitative data on the use of XR-BUP in ED patients with low COWS scores for approximately 75 patients. Sites will receive a supply of XR-BUP for provision to up to 5 patients with a COWS score \> 8. The purpose is to pre-study the procedures at the four ancillary study sites on treating OUD patients with XR-BUP prior to initiation of the ancillary component. Data collected from this pre-study will not be included in the analysis of the ancillary and effectiveness RCT component. These initial up to 20 pre-study patients will meet all other study criteria and undergo all assessments. It is anticipated that the information collected from the 75 patients in the ancillary component will allow for modification to the larger Effectiveness RCT by expanding eligibility criteria to include patients with COWS \<8. 4. Development and validation of EHR ED opioid-related phenotypes component: In this component, the investigators will develop EHR phenotypes of opioid-related illnesses that accurately and automatically characterize patient conditions, enhance the ability to actively monitor and surveil, and better identify representative samples and patients potentially eligible for study inclusion, leading ultimately to an enhanced inclusion and understanding of opioid-related conditions. At the primary Yale New Haven Health System sites, the phenotypes (rules- and machine learning-based) will be iteratively developed and internally validated. The rules-based phenotype will be mapped to a common data model and externally validated at 4 trial sites. 5. An exploratory outcome of this study will be to assess the impact of COVID-19 on ED use for opioid-related diagnoses using EHR data. The primary focus of this clinicaltrials.gov registration are the RCT outcomes. Implementation and ancillary outcomes will be identified as secondary outcomes for the purpose of this clinicaltrials.gov registration