Division
HEAL Study
Title
Developing a Prescription Opioid Registry across Diverse Health Systems
Short Description
The purpose of this study is to develop a prescription opioid registry across ten diverse health systems with harmonized electronic health record (EHR) data, and leverage it to answer several key ‘next step’ research questions in response to the opioid crisis. The registry will include medications prescribed for treatment of OUD, including buprenorphine products.
Release Date
Jan 08, 2026
Description
The study establishes a prescription opioid registry using EHR dispensation data from 2012-2017 across 10 health systems to identify algorithms and data elements that will be harmonized in a distributed data architecture. The registry will be used in the following aims.
A. examine opioid use patterns over 2012-2017 to examine changes during the evolving prescribing environment. We will examine differences in rates by age, gender, and race/ethnicity.
B. examine categories of tapering (e.g. decreased opioid use) among prescription opioid patients, and whether faster taper rates are associated with adverse events (e.g. overdose, mortality).
C. examine if patients with SUD or psychiatric conditions are less like to taper opioid use, compared to patients without those conditions.
D. examine how dispensations post-surgery and for acute pain are related to subsequent long term opioid use and opioid dosage levels, which are risk factors for OUD and overdose.
Phase 2. analysis to identify different measures of buprenorphine retention, and explore the methods needed to examine the association to mortality rates.
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Division
HEAL Study
Title
Subthreshold Opioid Use Disorder Prevention (STOP) Trial
Short Description
The Subthreshold Opioid Use Disorder Prevention (STOP) trial will test the efficacy of a primary care intervention to reduce opioid use and overdose risk, and prevent progression to OUD, in adults with unhealthy use of illicit or prescribed opioids
Release Date
Oct 27, 2025
Description
A cluster-randomized trial, conducted in 5 primary care sites, with 100 PCPs and 300adult primary care patients, will test the efficacy of STOP versus enhanced usual care (EUC). The STOP intervention, if proven efficacious, will provide a solution to preventing OUD among patients who are most at risk, thus addressing a key aspect of the current opioid crisis
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Overdose Risk Behavior Questionnaire

Abbreviation
ORBQ
Description
A 9-item self-administered questionnaire developed by A. Bohnert et al (2016), measuring frequency, in the past 6 months, at which individuals: used alone; used in a new place; used other substances within 2 hour of opioids; used more than one opioid; used more than the usual amount; used inhaled or injected opioids.
Category
Substance Use
Subcategory
Drugs
Division
HEAL Study
Title
Identifying Regional “Hotspots” and Potential Correlates of Precipitated Withdrawal During Buprenorphine Induction in Fentanyl Users Through Prescriber Survey Responses and Patient Urine Drug Test Results (Buprenorphine-Precipitated Withdrawal Hotspots and Correlates)
Short Description
This study will characterize the regional variability in the prevalence of prescriber-reported precipitated withdrawal during BUP induction for individuals using fentanyl and other non-prescribed and/or illicit drugs in approximately 279 counties in the United States.
Release Date
Jun 03, 2025
Description
This study is a one group, cross-sectional survey study. Active buprenorphine (BUP) prescribers will be recruited to participate in an online survey of clinical program features, characteristics of patients with opioid use disorder (OUD), patients’ experience with precipitated withdrawal during BUP induction, and patients’ fentanyl use at a single time point. Millennium Health (MH) will provide urine drug test (UDT) results from the counties of prescribers who participated in the survey. Both the survey and UDT results will be obtained from addiction treatment clinics. The UDT results and survey data will be merged at the county level to assess the association between precipitated withdrawal issues and fentanyl, fentanyl analogues, and other drugs of abuse.
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Division
HEAL Study
Investigator(s)
Title
Integrating Pharmacy-Based Prevention and Treatment of Opioid and Other Substance Use Disorders: A Survey of Pharmacists and Stakeholders
Short Description
The overall goal of this study is to investigate community pharmacists’ knowledge of, attitudes about, and intention to provide patient care and services for Screening for substance use/misuse and Referral to Treatment (SRT) for substance use disorders (SUDs) and Medication treatment for Opioid Use Disorders (MOUD).
Release Date
May 23, 2025
Description
Study aims are to: Aim 1: Conduct a survey of licensed community pharmacists to study their knowledge of, attitudes about, and intention to provide patient care and services for SRT and MOUD; and Aim 2: Conduct a qualitative interview of a sample of up to 50 survey participants (range: 20 to 50 participants) from Aim 1 to further assess survey participants’ interest in implementing preventive care services for SUDs and medication therapy management for patients with opioid use disorder (OUD) in their practice. Together, the results will inform pharmacy-based study designs and future directions for the NIDA National Drug Abuse Treatment Clinical Trials Network (CTN) studies as well as training and educational needs for community pharmacists.
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Opioid Overdose Knowledge Scale

Abbreviation
OOKS
Description
The Opioid Overdose Knowledge Scale (OOKS) is a psychometric instrument used to assess an individual's knowledge about opioid overdose risks, signs, actions to take during an overdose, and the correct use of naloxone. It's often used to evaluate the effectiveness of opioid overdose education and naloxone distribution programs.
Category
Substance Use
Clinic Related Surveys
Impulsivity and General Trait & Behavior Scales
Subcategory
Diagnostic
Division
HEAL Study
Title
Suicide Prediction and Prevention for People at Risk for Opioid Use Disorder
Short Description
This study integrates the Mental Health Research Network (MHRN) suicide risk models into Opioid Wizard, an electronic health record (EHR) clinical decision support (CDS) to identify and treat patients at high risk of opioid use disorder (OUD)/overdose or diagnosed with OUD, to alert primary care clinicians (PCCs) to patients at elevated risk for suicide and guide them through structured suicide risk assessment.
Release Date
Apr 22, 2025
Description
When a patient is at elevated risk of suicide, the PCC will be prompted by Opioid Wizard to complete the Columbia-Suicide Severity Risk Scale (CSSRS), easily available to all PCCs in the EHR and saved as discrete data elements. Risk-based (depending on CSSRS score) referral and follow-up recommendations for suicide prevention will be given, with specific care recommendations ranging from care as usual (very low risk) to referral to behavioral health for evaluation and safety planning (moderate to high risk) to immediate evaluation in the emergency department and potential inpatient admission (very high risk), building on workflows developed for use by care managers in in our recently completed suicide prevention trial of over 19,000 people at elevated risk of suicide.
Keywords
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Columbia-Suicide Severity Risk Scale

Abbreviation
C-SSRS
Description
The Columbia Protocol, also known as the Columbia-Suicide Severity Rating Scale (C-SSRS), supports suicide risk screening through a series of simple, plain-language questions that anyone can ask. The answers help users identify whether someone is at risk for suicide, determine the severity and immediacy of that risk, and gauge the level of support that the person needs. Users of the tool ask people: Whether and when they have thought about suicide (ideation) What actions they have taken — and when — to prepare for suicide Whether and when they attempted suicide or began a suicide attempt that was either interrupted by another person or stopped of their own volition
Category
Mental Health
Impulsivity and General Trait & Behavior Scales
Clinical Measures
Subcategory
Suicidal Intent

Rapid HIV Behavioral Assessment

Abbreviation
RHBA
Description
Rapid HIV Behavioral Assessment (RHBA) is a method for collecting much-needed information about sexual, drug-use, and HIV testing behaviors from people at high risk for HIV infection in areas with low-to-moderate HIV prevalence. Data collected include demographics, sexual behaviors, injection drug use, non-injection drugs, HIV testing, STD diagnosis, and assessment of prevention services. (Gallagher, Denning, Allen, Nakashima, Sullivan, 2007)
Category
Impulsivity and General Trait & Behavior Scales
Physical/General Health
Sexual Behavior/HIV
Division
HEAL Study
Investigator(s)
Title
Using Social Media to Deliver HIV Self-Testing Kits and Link to Online PrEP Services (Social Media PrEP)
Short Description
The main objective of this study is to compare the effectiveness of HIV self-testing promotion between three web-based platforms: social media sites (Facebook, Instagram, Twitter) versus informational sites (Google, Bing, Yahoo) versus dating apps (Grindr/alternative, Hornet, Jack’d).
Release Date
Apr 09, 2025
Description
This project seeks to compare the relative effectiveness of using social media sites versus informational sites like to promote HIV self-testing and PrEP uptake. MSM between 18-30 years old will receive culturally-relevant advertisements targeting minorities similar to those previously developed. Specifically, the study aims to 1) adapt existing social media-based HIV self-testing and PrEP advertising materials for digital distribution on social media and informational sites and 2) compare the effectiveness of HIV testing and PrEP uptake promotion across social media sites versus online informational platforms.
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