Behavioral Nudges for Diabetes Prevention (BEGIN) Trial in Primary Care (BEGIN)

October 31, 2025 updated by: Matthew J O'Brien, Northwestern University
A large body of research has demonstrated that intensive lifestyle interventions and metformin are effective treatments to prevent or delay diabetes among high-risk adults, yet neither treatment is routinely used in practice. The Behavioral Nudges for Diabetes Prevention (BEGIN) Trial will test two low-touch interventions designed to motivate adoption of these treatments to prevent diabetes. Given that 38% of U.S. adults have prediabetes, the proposed study has potential for large public health impact by testing pragmatic, scalable, and sustainable approaches based in primary care to promote evidence-based treatment for this common condition.

Study Overview

Status

Status

Indicates the current recruitment status or the expanded access status.
Active, not recruiting

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

Large randomized trials have found that intensive lifestyle interventions (ILI) and metformin are safe and effective treatment options for promoting modest weight loss and preventing type 2 diabetes (T2D) among adults with prediabetes. However, these treatments are rarely used in practice, and little existing research has focused on patient-centered approaches for promoting their use. One potential approach, behavioral nudges, involves manipulating health messages and treatment options to make behavior change more likely and easier to enact. While a large body of evidence suggests that behavioral nudges are effective, they have not been definitively studied for T2D prevention. The study team will address this critical knowledge gap by conducting the Behavioral Nudges for Diabetes Prevention (BEGIN) Trial. The proposed study will take place in primary care clinics, whose unprecedented reach and regular interaction with prediabetic adults make this an ideal setting for translational T2D prevention research. This definitive study will test two low-touch interventions: 1) prediabetes decision aid intervention consisting of a prediabetes decision aid designed to nudge uptake of evidence-based treatments and delivered by health educators; and 2) text messaging intervention consisting of text messages that deliver similar information and use the same behavioral nudges. The proposed R18 study will accomplish the following specific aims to determine the most effective low-touch intervention that promotes maximal treatment adoption and weight loss.

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 (Estimated)

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.
960

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

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

18 years to 80 years (Adult, Older Adult)

Accepts Healthy Volunteers

Yes

Description

Inclusion Criteria:

  • adult patients (aged 18-80 years)
  • with prediabetes
  • overweight/obesity (BMI ≥25kg/m2)
  • patients who speak English or Spanish

Exclusion Criteria:

  • type 2 diabetes
  • dementia
  • serum creatinine >1.4mg/dL in women and >1.5mg/dL in men
  • current use of oral corticosteroids
  • current pregnancy
  • uncontrolled hypertension (≥180/100mmHg)
  • history of metformin use
  • no office visits during the last 12 months

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: Prevention
  • Allocation: Randomized
  • Interventional Model: Factorial Assignment
  • Masking: Quadruple

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.
Placebo Comparator: Usual Care
Usual care includes no additional intervention above the care routinely provided at the clinical partner site, Erie Family Health Center.
Behavioral: Usual Care
Patients receiving care at non-intervention clinic sites will not be exposed to treatment intervention.
Experimental: Decision Aid intervention
Health Educators (HEs) will meet briefly with eligible participants after each office visit to review a prediabetes decision aid which reviews information about the benefits and risks of intensive lifestyle intervention and metformin.
Behavioral: Decision Aid intervention
  • Displays information about the benefits and risks of ILI and metformin
  • Asks open-ended questions: "What am I willing to do to prevent T2D?" and "What do I need to prevent T2D?"
  • Prompts patients to commit to immediate next steps
  • Health educator schedules interested patients for first ILI session or sends message to provider about patients' interest in starting metformin, if chosen
Experimental: Text Messaging intervention
Participants will receive biweekly messages throughout the 12-month trial. Automated messages will be sent using an existing secure text messaging platform.
Behavioral: Text Messaging intervention
  • Defines prediabetes and includes individualized A1c values
  • Present benefits and risks of intensive lifestyle intervention and metformin
  • States that other prediabetic Erie patients are adopting intensive lifestyle intervention and metformin
  • Encourages initiating intensive lifestyle intervention or discussing metformin with provider
  • Include selected behavioral content from diabetes prevention program
  • Initial message with automatic opt-in, allows opt-out for messages
  • Subsequent messages include: information about T2D risk and treatments; prompts to directly schedule intensive lifestyle intervention or office visit to discuss metformin; selected behavioral content from diabetes prevention programming
Experimental: Decision Aid intervention + Text Messaging intervention
Health Educators (HEs) will meet briefly with eligible participants after each office visit to review a prediabetes decision aid. Additionally, participants will receive biweekly messages throughout the 12-month trial. Automated messages will be sent using an existing secure text messaging platform.
Behavioral: Decision Aid intervention
  • Displays information about the benefits and risks of ILI and metformin
  • Asks open-ended questions: "What am I willing to do to prevent T2D?" and "What do I need to prevent T2D?"
  • Prompts patients to commit to immediate next steps
  • Health educator schedules interested patients for first ILI session or sends message to provider about patients' interest in starting metformin, if chosen
Behavioral: Text Messaging intervention
  • Defines prediabetes and includes individualized A1c values
  • Present benefits and risks of intensive lifestyle intervention and metformin
  • States that other prediabetic Erie patients are adopting intensive lifestyle intervention and metformin
  • Encourages initiating intensive lifestyle intervention or discussing metformin with provider
  • Include selected behavioral content from diabetes prevention program
  • Initial message with automatic opt-in, allows opt-out for messages
  • Subsequent messages include: information about T2D risk and treatments; prompts to directly schedule intensive lifestyle intervention or office visit to discuss metformin; selected behavioral content from diabetes prevention programming

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
Weight
Time Frame: 12 months
Mean differences in weight (lbs) between treatment arms will be evaluated using mixed models adjusted for clinic site, time between visits, sex, age, race/ethnicity, and baseline cardiometabolic markers
12 months

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
Participant initiation of treatment to intensive lifestyle (ILI) or Metformin
Time Frame: 12 months
The number of participants that initiate ILI, Metformin, or both treatments at follow-up which will be assessed in the following ways. Because initiation of metformin requires a provider prescription, this will be assessed pragmatically using the electronic health record (EHR) and confirmed by participant self-report of taking at least 1 dose. Attendance logs will be used to confirm whether participants attended at least 1 ILI session. Those who received a prescription for metformin but do not take any doses will not be considered to have initiated treatment. Similarly, those who are referred to ILI but do not attend any sessions will not be classified as initiating treatment. Receiving a provider's prescription for metformin or referral for ILI without initiating treatment will be an exploratory outcome.
12 months

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

Investigators

Investigators

A researcher involved in a clinical study. Related terms include site principal investigator, site sub-investigator, study chair, study director, and study principal investigator.
  • Principal Investigator: Matthew J O'Brien, MD, Associate Professor

Publications and helpful links

The person responsible for entering information about the study voluntarily provides these publications. These may be about anything related to the study.

General Publications

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.
March 21, 2022

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.
September 1, 2025

Study Completion (Estimated)

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.
September 1, 2026

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).
April 28, 2021

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.
April 28, 2021

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.
May 3, 2021

Study Record Updates

Last Update Posted (Estimated)

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.
November 4, 2025

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.
October 31, 2025

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.
October 1, 2025

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.
  • STU00212461

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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