Regimen Education and Messaging in Diabetes (REMinD)
EHR-based Universal Medication Schedule to Improve Adherence to Complex Regimens
1 other identifier
interventional
767
1 country
2
Brief Summary
The investigators will leverage increasingly available technologies to impart a Universal Medication Schedule (UMS) in primary care to help patients living with diabetes safely use and adhere to complex drug regimens. The UMS standardizes the prescribing and dispensing of medicine by using health literacy principles and more explicit times to describe when to take medicine (morning, noon, evening, bedtime). This eliminates variability found in the way prescriptions are written by physicians and transcribed by pharmacists onto drug bottle labels. The proposed intervention will standardize prescribing within an electronic health record (EHR) so all medication orders include UMS prescription instructions ('sigs') and patients receive a medication information sheet with their after-visit summaries. Additionally, to help patients remember when to take prescribed medicines we will link unidirectional short message service (SMS) text reminders to the EHR, delivering medication reminders to patients around UMS intervals.
- 1.Test the effectiveness of the UMS, and UMS + SMS text reminder strategies compared to usual care.
- 2.Determine if the effects of these UMS strategies vary by patients' literacy skills and language.
- 3.Using mixed methods, evaluate the fidelity of the two strategies and explore patient, staff, physician, and health system factors influencing the interventions.
- 4.Assess the costs required to deliver either intervention from a health system perspective.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable diabetes-mellitus-type-2
Started Jan 2018
Longer than P75 for not_applicable diabetes-mellitus-type-2
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
June 8, 2017
CompletedFirst Posted
Study publicly available on registry
June 14, 2017
CompletedStudy Start
First participant enrolled
January 5, 2018
CompletedPrimary Completion
Last participant's last visit for primary outcome
February 2, 2022
CompletedStudy Completion
Last participant's last visit for all outcomes
November 30, 2022
CompletedResults Posted
Study results publicly available
March 10, 2023
CompletedMarch 10, 2023
February 1, 2023
4.1 years
June 8, 2017
February 9, 2023
February 9, 2023
Conditions
Outcome Measures
Primary Outcomes (1)
Medication Adherence: Pill Count
Adherence will be measured for each prescription medication using an objective pill count of the number of pills within each prescription bottle. The proportion of pills taken over pills prescribed (PT/PP) will be calculated for each medication at baseline and 6Month. Pills taken will be calculated by subtracting the number of pills from the total quantity prescribed. Pills prescribed will be calculated by multiplying the number of pills prescribed each day by the number of days since the medication was filled. A proportion of pills taken over pills prescribed (PT/PP) of 80% or more is considered adherent.
6 months after baseline
Secondary Outcomes (3)
Medication Adherence: 24-hour Recall
6 months after baseline
Medication Adherence: ASK-12
6 months after baseline
Treatment Knowledge
6 months after baseline
Study Arms (3)
UMS Strategy
EXPERIMENTALPatients of providers randomized to the UMS arm will receive study-related educational tools at their primary care visit to support the understanding, regimen consolidation, and use of prescriptions. These materials will be generated within the electronic health record. 1. Prescription instructions will be adapted to the UMS format to establish four standard time intervals (morning, noon, evening, bedtime) for prescribing and dispensing of medicine. UMS instructions also use simplified text and numeric characters instead of words to detail dose. 2. Single-page, plain language medication information sheets with important medication-related information following health literacy best practices.
UMS Strategy + SMS Text Messaging
EXPERIMENTALIn addition to the components from the UMS strategy arm, patients will receive daily text message reminders for 6 months.
Usual Care
NO INTERVENTIONPatients of providers randomized to the usual care arm will receive their standard care
Interventions
Patients of providers randomized to the UMS arm will receive study-related educational tools at their primary care visit to support the understanding, regimen consolidation, and use of prescriptions.
Patients will receive daily text message reminders about when to take medicines based on UMS intervals.
Eligibility Criteria
You may qualify if:
- Type 2 diabetes mellitus diagnosis
- Most recent hba1c value ≥7.5%.
- Seek care at participating general internal medicine practices in Chicago or New York City.
- English or Spanish speaking
- Take 5 or more prescription drugs for chronic conditions (including 1 study medication)
You may not qualify if:
- Severe uncorrectable vision or hearing impairment
- Cognitive impairment (≥2 errors on a 6-item dementia screening tool or a chart-documented diagnosis of dementia)
- Not primarily responsible for administering his/her medications
- Does not own a cell phone that can receive text messages
- Not comfortable receiving text messages
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Northwestern Universitylead
- Icahn School of Medicine at Mount Sinaicollaborator
- Emory Universitycollaborator
- Northwestern Memorial Hospitalcollaborator
Study Sites (2)
Northwestern University
Chicago, Illinois, 60611, United States
Mount Sinai School of Medicine
New York, New York, 10029, United States
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Limitations and Caveats
Due to COVID-19, our recruitment was reduced, approved by the sponsor, from a total sample size of 750 vs. 900 to address new hardships in accessing patients and changes to healthcare delivery. In addition, all interviews were switched to remote vs. in-person data collection. This translated to a remote video interview (Zoom) to capture pill count vs. use of an automated pill counter, and blood pressure could not be collected following the revised protocol.
Results Point of Contact
- Title
- Dr. Michael Wolf
- Organization
- Northwestern University
Study Officials
- PRINCIPAL INVESTIGATOR
Michael Wolf, PhD MPH
Northwestern University
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- RANDOMIZED
- Masking
- NONE
- Purpose
- HEALTH SERVICES RESEARCH
- Intervention Model
- PARALLEL
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Professor
Study Record Dates
First Submitted
June 8, 2017
First Posted
June 14, 2017
Study Start
January 5, 2018
Primary Completion
February 2, 2022
Study Completion
November 30, 2022
Last Updated
March 10, 2023
Results First Posted
March 10, 2023
Record last verified: 2023-02
Data Sharing
- IPD Sharing
- Will not share