Related Experiment Video
Updated: Sep 2, 2025

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Predictors of engagement and retention in care at a low-threshold substance use disorder bridge clinic
Sarah E Wakeman1, Sydney McGovern2, Laura Kehoe1
1Massachusetts General Hospital, Department of Medicine, Boston, MA, USA; Harvard Medical School, Boston, MA, USA.
Introduction:
People with substance user disorder (SUD) have frequent intersections with the health care system; however, engagement and retention in SUD care remain low, particularly for marginalized populations. Low-threshold treatment models that aim to eliminate barriers to care are one proposed intervention to increase access and equity in SUD treatment.
Methods:
This is a retrospective, cohort study of patients treated at a low-threshold bridge clinic from 2016 to 2021. The study's primary aim was to describe patient characteristics associated with engagement, defined as two or more completed visits, and treatment retention at 60 days, defined as a completed visit 45-to-75 days after first visit. A secondary outcome was transfer to ongoing treatment after bridge clinic. The study analyzed multivariable models assessing demographic and clinical predictors for each outcome using generalized estimating equations.
Results:
The study found that 1857 patients completed 2730 care episodes. The mean age was 38.7 years old, 70 % were male, 30 % female, 79 % White, 7 % Black, 9 % Latinx, and 97 % spoke English. Opioid use disorder (OUD) was the most common type of SUD, seen among 84 % of episodes, followed by alcohol (30 %), and stimulant use disorder (28 %). Seventy percent of bridge clinic episodes of care resulted in engagement, 38 % were retained at 60 days, and 28 % had transfer to care documented. In adjusted analyses, engagement was lower for Black patients compared to White patients and higher for patients who received buprenorphine or naltrexone. Retention for Black patients was also lower compared to White patients and higher for patients who were unhoused and patients who received buprenorphine or naltrexone. Transfer of care was more likely among patients who received buprenorphine.
Conclusions:
At a low-threshold bridge clinic 70 % of patients successfully engaged in care and 38 % were retained at two months. While OUD and AUD were most prevalent, stimulant use was common in this population. Patients who received buprenorphine or naltrexone had higher engagement, and retention, and those receiving buprenorphine also had higher care transfer. Black patients had lower rates of engagement and retention. Treatment providers need to adopt low-threshold SUD care models to eliminate racial disparities and address the needs of people using stimulants.
More Related Videos
05:40The Motivation for Alcohol Reward: Predictors of Progressive-Ratio Intravenous Alcohol Self-Administration in Humans
Published on: April 28, 2022
08:05A Prediction Error-driven Retrieval Procedure for Destabilizing and Rewriting Maladaptive Reward Memories in Hazardous Drinkers
Published on: January 5, 2018
Related Concept Videos
Community Based Intervention
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Elements Crucial for Effective Psychotherapy
The Therapeutic Alliance
The therapeutic alliance refers to the relationship between the therapist and the client. The alliance strengthens when the therapist and the client engage in a nurturing, supportive, trusting, empathetic, and respectful relationship, improving therapeutic outcomes. Therapists must monitor this relationship...
Drug Dependence
Stress Prevention and Stress Management Techniques VI
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Substance Use Disorders Affecting Sleep
Understanding the concepts of physical dependence,...