Regimen Education and Messaging in Diabetes (REMinD)

February 9, 2023 updated by: Michael S. Wolf, Northwestern University

EHR-based Universal Medication Schedule to Improve Adherence to Complex Regimens

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.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Completed

Conditions

Conditions

The disease, disorder, syndrome, illness, or injury that is being studied. On ClinicalTrials.gov, conditions may also include other health-related issues, such as lifespan, quality of life, and health risks.

Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.

Detailed Description

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.

The investigators will conduct a 3-arm, multi-site trial to test the effectiveness of the UMS, and UMS + SMS text reminder strategies compared to usual care. The investigators will enroll a total of 900 English and Spanish-speaking patients with poorly controlled type 2 diabetes mellitus. Enrolled patients will complete follow-up interviews 3 and 6 months following their baseline interview.

The aims of the investigation are to:

  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.

Study Type

Study Type

Describes the nature of a clinical study. Study types include interventional studies (also called clinical trials), observational studies (including patient registries), and expanded access.
Interventional

Enrollment (Actual)

Enrollment

The number of participants in a clinical study. The "anticipated" enrollment is the target number of participants that the researchers need for the study.
767

Phase

Phase

The stage of a clinical trial studying a drug or biological product, based on definitions developed by the U.S. Food and Drug Administration (FDA). The phase is based on the study's objective, the number of participants, and other characteristics. There are five phases: Early Phase 1 (formerly listed as Phase 0), Phase 1, Phase 2, Phase 3, and Phase 4. Not Applicable is used to describe trials without FDA-defined phases, including trials of devices or behavioral interventions.
  • Not Applicable

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Locations

  • United States
    • Illinois
      • Chicago, Illinois, United States, 60611
        • Northwestern University
    • New York
      • New York, New York, United States, 10029
        • Mount Sinai School of Medicine

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Eligibility Criteria

The key requirements that people who want to participate in a clinical study must meet or the characteristics they must have. Eligibility criteria consist of both inclusion criteria (which are required for a person to participate in the study) and exclusion criteria (which prevent a person from participating). Types of eligibility criteria include whether a study accepts healthy volunteers, has age or age group requirements, or is limited by sex.

Ages Eligible for Study

21 years and older (Adult, Older Adult)

Accepts Healthy Volunteers

No

Genders Eligible for Study

All

Description

Inclusion Criteria:

  1. Type 2 diabetes mellitus diagnosis
  2. Most recent hba1c value ≥7.5%.
  3. Seek care at participating general internal medicine practices in Chicago or New York City.
  4. English or Spanish speaking
  5. Take 5 or more prescription drugs for chronic conditions (including 1 study medication)

Exclusion Criteria:

  1. Severe uncorrectable vision or hearing impairment
  2. Cognitive impairment (≥2 errors on a 6-item dementia screening tool or a chart-documented diagnosis of dementia)
  3. Not primarily responsible for administering his/her medications
  4. Does not own a cell phone that can receive text messages
  5. Not comfortable receiving text messages

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

  • Primary Purpose: Health Services Research
  • Allocation: Randomized
  • Interventional Model: Parallel Assignment
  • Masking: None (Open Label)

Arms and Interventions

Participant Group / Arm

Participant Group / Arm

A group or subgroup of participants in a clinical trial that receives a specific intervention/treatment, or no intervention, according to the trial's protocol.
Intervention / Treatment

Intervention / Treatment

A process or action that is the focus of a clinical study. Interventions include drugs, medical devices, procedures, vaccines, and other products that are either investigational or already available. Interventions can also include noninvasive approaches, such as education or modifying diet and exercise.
Experimental: UMS Strategy

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. 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.
Behavioral: UMS Strategy
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.
Experimental: UMS Strategy + SMS Text Messaging
In addition to the components from the UMS strategy arm, patients will receive daily text message reminders for 6 months.
Behavioral: UMS Strategy
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.
Behavioral: SMS Text Messaging
Patients will receive daily text message reminders about when to take medicines based on UMS intervals.
No Intervention: Usual Care
Patients of providers randomized to the usual care arm will receive their standard care

What is the study measuring?

Primary Outcome Measures

Primary Outcome Measures

In a clinical study's protocol, the planned outcome measure that is the most important for evaluating the effect of an intervention/treatment. Most clinical studies have one primary outcome measure, but some have more than one.
Outcome Measure
Measure Description
Time Frame
Medication Adherence: Pill Count
Time Frame: 6 months after baseline
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 Outcome Measures

Secondary Outcome Measures

In a clinical study's protocol, a planned outcome measure that is not as important as the primary outcome measure for evaluating the effect of an intervention but is still of interest. Most clinical studies have more than one secondary outcome measure.
Outcome Measure
Measure Description
Time Frame
Medication Adherence: 24-hour Recall
Time Frame: 6 months after baseline
Adherence will be measured for each prescription medication using self-report of how many pills and how often each medicine was taken over the last 24 hours. Patients are asked to specify the amount taken (i.e. dose) and when taken (to determine frequency and interval between doses). A patient is considered adherent on a specific medication if they answered all correctly: 1.dose, 2.frequency, 3.interval between doses
6 months after baseline
Medication Adherence: ASK-12
Time Frame: 6 months after baseline

Adherence will be measured by the ASK-12 Adherence Barrier Survey, a subjective assessment of general adherence behaviors and barriers to treatment adherence.

The ASK-12 is scored by summing the selected responses (with scores ranging from 12 to 60) with higher scores indicating greater barriers to adherence.
6 months after baseline
Treatment Knowledge
Time Frame: 6 months after baseline
Identification of drug purpose
6 months after baseline

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

Sponsor

The organization or person who initiates the study and who has authority and control over the study.
Northwestern University

Collaborators

Collaborators

An organization other than the sponsor that provides support for a clinical study. This support may include activities related to funding, design, implementation, data analysis, or reporting.
Icahn School of Medicine at Mount Sinai
Emory University
Northwestern Memorial Hospital

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

Study Start

The actual date on which the first participant was enrolled in a clinical study. The "anticipated" study start date is the date that the researchers think will be the study start date.
January 5, 2018

Primary Completion (Actual)

Primary Completion

The date on which the last participant in a clinical study was examined or received an intervention to collect final data for the primary outcome measure. Whether the clinical study ended according to the protocol or was terminated does not affect this date. For clinical studies with more than one primary outcome measure with different completion dates, this term refers to the date on which data collection is completed for all the primary outcome measures. The "anticipated" primary completion date is the date that the researchers think will be the primary completion date for the study.
February 2, 2022

Study Completion (Actual)

Study Completion

The date on which the last participant in a clinical study was examined or received an intervention/treatment to collect final data for the primary outcome measures, secondary outcome measures, and adverse events (that is, the last participant's last visit). The "anticipated" study completion date is the date that the researchers think will be the study completion date.
November 30, 2022

Study Registration Dates

First Submitted

First Submitted

The date on which the study sponsor or investigator first submitted a study record to ClinicalTrials.gov. There is typically a delay of a few days between the first submitted date and the record's availability on ClinicalTrials.gov (the first posted date).
June 8, 2017

First Submitted That Met QC Criteria

First Submitted That Met QC Criteria

The date on which the study sponsor or investigator first submits a study record that is consistent with National Library of Medicine (NLM) quality control (QC) review criteria. The sponsor or investigator may need to revise and submit a study record one or more times before NLM's QC review criteria are met. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
June 12, 2017

First Posted (Actual)

First Posted

The date on which the study record was first available on ClinicalTrials.gov after National Library of Medicine (NLM) quality control (QC) review has concluded. There is typically a delay of a few days between the date the study sponsor or investigator submitted the study record and the first posted date.
June 14, 2017

Study Record Updates

Last Update Posted (Estimate)

Last Update Posted

The most recent date on which changes to a study record were made available on ClinicalTrials.gov. There may be a delay between when the changes were submitted to ClinicalTrials.gov by the study's sponsor or investigator (the last update submitted date) and the last update posted date.
March 10, 2023

Last Update Submitted That Met QC Criteria

Last Update Submitted That Met QC Criteria

The most recent date on which the study sponsor or investigator submitted changes to a study record that are consistent with National Library of Medicine (NLM) quality control (QC) review criteria. It is the responsibility of the sponsor or investigator to ensure that the study record is consistent with the NLM QC review criteria.
February 9, 2023

Last Verified

Last Verified

The most recent date on which the study sponsor or investigator confirmed the information about a clinical study on ClinicalTrials.gov as accurate and current. If a study with a recruitment status of recruiting; not yet recruiting; or active, not recruiting has not been confirmed within the past 2 years, the study's recruitment status is shown as unknown.
February 1, 2023

More Information

Terms related to this study

Additional Relevant MeSH Terms

Other Study ID Numbers

Other Study ID Numbers

Identifiers or ID numbers other than the NCT number that are assigned to a clinical study by the study's sponsor, funders, or others. These numbers may include unique identifiers from other trial registries and National Institutes of Health grant numbers.
  • R01NR015444 (U.S. NIH Grant/Contract)

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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