About this trial
This study refines and optimizes the EMBED\* clinical decision support (CDS; see NCT03658642) to increase number of ED physicians following standard of care for the administration of buprenorphine to appropriate patients with opioid use disorder.
This study does not have open enrollment. Investigators will use a Multiphase Optimization STrategy (MOST) framework study with preparation, optimization, and confirmatory phases.
Optimization Phase: This phase has two stages. In stage 1, investigators will conduct a 2x2x2 factorial trial to expand EMBED is expanded to include sustainable implementation strategies: nurse prompt for withdrawal assessment, and targeted clinician prompts to use the CDS along with individualized patient resources to promote equity and motivate readiness to start treatment. In Stage 2, investigators will improve CDS usability via serial randomized testing to inform iterative refinement of the CDS interface and workflow to minimize user errors, task disruption, and abandonment through identification of specific targets for improvement via application of novel CDS outcome measures in serial randomized tests.
Evaluation phase: Investigators will conduct a randomized trial to compare the efficacy effectiveness of the optimized package compared to the original on ED-initiation of buprenorphine rates in patients with OUD.
\*EMBED is a user user-centered, clinician clinician-facing clinical decision support system integrated into the electronic health record workflow to facilitate initiating buprenorphine in the emergency department by: diagnosing opioid use disorder with a checklist based on the diagnostic criteria of the DSM-5 (Diagnostic and Statistical Manual of Mental Disorders, fifth edition), assessing the severity of withdrawal with the Clinical Opioid Withdrawal Scale (COWS), motivating patients to accept treatment with a scripted brief negotiation interview, and automating the electronic health record workflow, including clinical and after visit documentation, order entry, prescribing, and referral for ongoing treatment in the community
Eligibility criteria
This trial does not accept healthy volunteersQualifiers
Emergency department patient
18 years of age or older
Moderate to severe opioid use disorder
Disqualifiers
Under 18 years of age
Pregnant
Currently receiving medication for opioid use disorder
Trial design
Parallel
Treatments tested in this trial
EMBED CDS
Other interventionEMBED is a user user-centered, clinician clinician-facing clinical decision support system integrated into the electronic health record workflow to facilitate initiating buprenorphine in the emergency department by: diagnosing opioid use disorder with a checklist based on the diagnostic criteria of the DSM-5 (Diagnostic and Statistical Manual of Mental Disorders, fifth edition), assessing the severity of withdrawal with the Clinical Opioid Withdrawal Scale (COWS), motivating patients to accept treatment with a scripted brief negotiation interview, and automating the electronic health record workflow, including clinical and after visit documentation, order entry, prescribing, and referral for ongoing treatment in the community. Intervention to be informed by CDS measurement and user feedback during the factorial trial phase (Optimization Phase, Stage 1)
Nurse prompt to complete COWS
Other interventionNurse prompt to complete COWS
Provider Prompt
Other interventionProvider Prompt to use EMBED: EMBED is a user user-centered, clinician clinician-facing clinical decision support system integrated into the electronic health record workflow to facilitate initiating buprenorphine in the emergency department by: diagnosing opioid use disorder with a checklist based on the diagnostic criteria of the DSM-5 (Diagnostic and Statistical Manual of Mental Disorders, fifth edition), assessing the severity of withdrawal with the Clinical Opioid Withdrawal Scale (COWS), motivating patients to accept treatment with a scripted brief negotiation interview, and automating the electronic health record workflow, including clinical and after visit documentation, order entry, prescribing, and referral for ongoing treatment in the community. Intervention to be informed by CDS measurement and user feedback during the factorial trial phase (Optimization Phase, Stage 1)
Patient facing materials
Other interventionProvider prompt to give patient customized discharge instructions directing patient to resources matched to their needs.
Optimized EMBED
Other interventionCDS following Optimization Phase, Stage 2: Rapid serialized testing
Name of Intervention
Other interventionIntervention to be informed by results during Evaluation Phase, Stage 1 and will involve refinement of user interface and workflows for the EMBED CDS: EMBED is a user user-centered, clinician clinician-facing clinical decision support system integrated into the electronic health record workflow to facilitate initiating buprenorphine in the emergency department by: diagnosing opioid use disorder with a checklist based on the diagnostic criteria of the DSM-5 (Diagnostic and Statistical Manual of Mental Disorders, fifth edition), assessing the severity of withdrawal with the Clinical Opioid Withdrawal Scale (COWS), motivating patients to accept treatment with a scripted brief negotiation interview, and automating the electronic health record workflow, including clinical and after visit documentation, order entry, prescribing, and referral for ongoing treatment in the community.
Treatment groups
Trial outcomes
Primary outcomes
Proportion of encounters with Buprenorphine initiation in the ED
Proportion of eligible encounters with buprenorphine administered in the Emergency Department (ED) and/or prescribed buprenorphine on discharge from the ED. Obtained from EHR data.
Proportion of alerted encounters with CDS engagement
Proportion of eligible encounters in the Emergency Department with an alert fired (silent or active) with CDS engagement. CDS engagement is defined as: OUD diagnosis entered via CDS, withdrawal assessment, readiness assessment, buprenorphine order/prescription placed, referral placed, or any flowsheet item completed.
Sponsors and contacts
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Yale University
Lead sponsor
National Institute on Drug Abuse (NIDA)
Collaborator