MEDBRIDGE-Guided NCM/CHW Post-Discharge Support for High-Risk T2D Patients
MEDBRIDGE
MEDBRIDGE: AI-Driven Risk Stratification and Care Transition Intervention to Improve Diabetes Medication Management
1 other identifier
interventional
45
1 country
2
Brief Summary
This study tests whether a support program led by a nurse case manager and community health worker can help patients with type 2 diabetes manage their medications after leaving the hospital. Many patients with diabetes take multiple medications, and changes to these medications during hospital stays can cause confusion and lead to missed doses or incorrect use. This is especially common in communities with limited access to healthcare. The study uses a computer-based tool called MEDBRIDGE (MEDication BRIDGE) to identify patients who may be at higher risk for problems after discharge, such as worsening blood sugar control or return visits to the emergency department. Patients identified as high-risk will receive 3 months of support from a nurse case manager and community health worker team, who will help with medication questions, coordinate with their doctor, and provide follow-up check-ins. The main goal is to find out whether this type of support program is practical to deliver and acceptable to patients. The study will also track changes in blood sugar levels and emergency department visits. Forty-five patients will be enrolled over 6 months at the University of Alabama at Birmingham and Cooper Green Mercy Health Services in Jefferson County, Alabama.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P25-P50 for not_applicable type-2-diabetes
Started May 2029
2 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
May 14, 2026
CompletedFirst Posted
Study publicly available on registry
May 20, 2026
CompletedStudy Start
First participant enrolled
May 1, 2029
ExpectedPrimary Completion
Last participant's last visit for primary outcome
April 30, 2030
Study Completion
Last participant's last visit for all outcomes
April 30, 2031
May 20, 2026
May 1, 2026
12 months
May 14, 2026
May 14, 2026
Conditions
Keywords
Outcome Measures
Primary Outcomes (4)
Recruitment Rate
Number of patient enrollments per month compared against threshold of 6 enrollments per month. Enrollment rate calculated as the percentage of eligible patients (based on MEDBRIDGE recommendations) who enrolled in the intervention (completed first interaction); target 50% or higher.
6-month recruitment window
Retention Rate
Percentage of enrolled patients completing each round of the intervention (first, second, and up to the final round). Target completion rate of 60% or higher. Estimated 85% retention per subsequent interaction, yielding approximately 61% final retention.
3 months post-enrollment
Patient Acceptability
Patient scores on the Acceptability of Intervention Measure (AIM), assessed using a 5-point Likert scale. Target mean score of 4 or higher. Surveys assess comfort with the intervention process and communication with the NCM/CHW team.
End of 3-month intervention
Intervention Fidelity
NCM/CHW self-report logs including interaction start and end timestamps and a checklist of core intervention components performed, compared against adherence threshold of 0.85. Bi-weekly supervision sessions review logs to ensure protocol adherence.
Throughout 3-month intervention
Secondary Outcomes (3)
HbA1c Change
3 months post-discharge
Diabetes-Related Emergency Department Visits
3 months post-discharge
Diabetes-Related Hospitalizations
3 months post-discharge
Study Arms (1)
MEDBRIDGE-Guided NCM/CHW Support
EXPERIMENTALHigh-risk patients with type 2 diabetes identified by the MEDBRIDGE risk stratification tool receive a 3-month post-discharge support intervention delivered by a nurse case manager (NCM) and community health worker (CHW) team.
Interventions
A 3-month post-discharge care coordination intervention delivered by a nurse case manager (NCM) and community health worker (CHW) team, guided by MEDBRIDGE AI-driven risk stratification. The intervention follows a four-phase workflow: (1) Risk Assessment, where the NCM reviews the daily MEDBRIDGE-generated high-risk patient list; (2) Initial Patient Contact, where the NCM/CHW team initiates contact after discharge to review medications and identify discrepancies; (3) Ongoing Support, where the CHW provides monthly check-ins to monitor adherence, address barriers, and coordinate with primary care providers; and (4) Transition to Routine Care, where the team facilitates handoff to the patient's primary care provider with a summary of activities and recommendations. Participants receive a minimum of 3 contacts over the intervention period.
Eligibility Criteria
You may qualify if:
- Adults aged 18 years or older
- Diagnosis of type 2 diabetes (HbA1c of 6.5% or higher or relevant ICD-10 codes including E11, E13, E14, R73, L97.509, K31.84)
- Discharged from UAB Hospital or its emergency departments
- Receiving primary care at Cooper Green Mercy Health Services or UAB Post Discharge Clinic
- Identified as high risk by the MEDBRIDGE prediction tool based on elevated risk of HbA1c elevation, diabetes-related emergency department visits, or diabetes-related hospitalizations within 3 months post-discharge
You may not qualify if:
- Under age 18
- No indication of type 2 diabetes
- Not affiliated with Cooper Green Mercy Health Services or UAB Post Discharge Clinic for primary care
- Unable to provide informed consent
- Currently enrolled in another post-discharge intervention study
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (2)
University of Alabama at Birmingham
Birmingham, Alabama, 35223, United States
Cooper Green Mercy Health Services
Birmingham, Alabama, 35233, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Seung-Yup Lee, PhD
University of Alabama at Birmingham
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- TREATMENT
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Assistant Professor
Study Record Dates
First Submitted
May 14, 2026
First Posted
May 20, 2026
Study Start (Estimated)
May 1, 2029
Primary Completion (Estimated)
April 30, 2030
Study Completion (Estimated)
April 30, 2031
Last Updated
May 20, 2026
Record last verified: 2026-05
Data Sharing
- IPD Sharing
- Will share
- Shared Documents
- STUDY PROTOCOL, SAP, ICF
- Time Frame
- Beginning 12 months after publication of primary results and available for 5 years.
- Access Criteria
- Researchers who provide a methodologically sound proposal and sign a data use agreement. Requests should be directed to the PI (slee9@uab.edu).
De-identified individual participant data underlying published results will be made available upon reasonable request.