Evaluation of an Automated Physician-Directed Messaging on Patient Engagement in the Digital Diabetes Prevention Program

February 10, 2026 updated by: NYU Langone Health

A Randomized Control Trial to Study the Effects of Automated Physician Directed Messaging on Patient Engagement in a Digital Diabetes Prevention Program

This study aims to understand the effects of automated physician directed messaging on patient engagement in the digital diabetes prevention program (dDPP). The messages are tailored to patient engagement levels based on established engagement thresholds, which are based on the patient's use of the dDPP application. The system is designed to minimize work for providers by sending automated targeted messages to patients to potentially increase engagement, prevent onset of diabetes and improve clinical outcomes. The patients in the study are automatically nudged using a combination of text messaging and MyChart messaging.

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

Using a mixed-methods design, this study will be completed in three phases. For Phase 3, we aim to conduct a randomized control trial with 400 patients with pre-diabetic, all of whom will be using the dDPP application. Half of enrolled patients will be randomized to the intervention group and receive automated targeted messaging.

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.
551

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 Contact

Study Contact

The name and contact information for the person who can answer enrollment questions for a clinical study. Each location where the study is being conducted may also have a specific contact, who may be better able to answer those questions.

Study Locations

  • United States
    • New York
      • New York, New York, United States, 10016
        • NYU Langone Health

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 99 years (Adult, Older Adult)

Accepts Healthy Volunteers

Yes

Description

Inclusion Criteria:

  • 18 years or older, BMI ≥ 25 kg/m2 (> 22 kg/m2 if self-identified as Asian)
  • Must be a NYU Langone patient
  • A diagnosis of prediabetes (either diagnosis of prediabetes or an HbA1C level of 5.7%-6.4% in past 12 months) or diabetes risk factors (BMI ≥ 25 kg/m2 or > 22 kg/m2 if self-identified as Asian
  • Safe to engage in moderate physical exercise (as determined by their PCP)
  • Sufficient English to be able to complete the enrollment process
  • Has app-capable device with data to use the dDPP application and receive text messages

Exclusion Criteria:

  • Diagnosed with diabetes
  • Patients whose weight may vary considerably over the study's timeframe for reasons other than the intervention (e.g. cancer, pregnancy, ascites, severe CHF)
  • Patients with severe psychiatric disease or dementia
  • Active health condition that prevents them from engaging in moderate exercise

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: Experimental group
Participants will be enrolled virtually into a digital diabetes prevention program through the Noom app and willing to receive text messages based on their engagement levels in Noom from the study team, as well as complete text-based surveys.
Other: Digital diabetes prevention program (dDPP)
The digital diabetes prevention program is through the Noom app, and the three devices (Fitbit physical activity tracker, Fitbit weight scale, and self-check hemoglobin a1c kit). This is a one year diabetes prevention program where participants will be expected to participate in 5 to 7 interviews over a 18 month period.
Other: Adapted dDPP-EHR tool
This is a product of Phase 1 and 2 of this study where participants will receive detailed text messaging regarding their engagement levels in Noom app.
Other: Control group
Participants will be enrolled virtually into the digital diabetes prevention program through the Noom app and willing to receive general text messages from the study team
Other: Digital diabetes prevention program (dDPP)
The digital diabetes prevention program is through the Noom app, and the three devices (Fitbit physical activity tracker, Fitbit weight scale, and self-check hemoglobin a1c kit). This is a one year diabetes prevention program where participants will be expected to participate in 5 to 7 interviews over a 18 month period.

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
Change in Hemoglobin A1c (HbA1c) Level (mmol/Mol)
Time Frame: Baseline, Month 6
Repeated measurements of participant HbA1c will be taken via HbA1C home test kit and electronic health records. Data will be collected at discrete time points: 0 month (at enrollment), 6 months, 12 months (study completion). Changes were assessed relative to baseline.
Baseline, Month 6
Change in Hemoglobin A1c (HbA1c) Level (mmol/Mol)
Time Frame: Baseline, Month 12
Repeated measurements of participant HbA1c will be taken via HbA1C home test kit and electronic health records. Data will be collected at discrete time points: 0 month (at enrollment), 6 months, 12 months (study completion). Changes were assessed relative to baseline.
Baseline, Month 12
Change in Body Weight (Lbs)
Time Frame: Baseline, Month 12
Repeated measurements of participant weight will be taken via remote Bluetooth-connected weight scales, measured in light clothing without shoes. Data will be collected at discrete time points: 0 month (at enrollment), 3 months, 6 months, 9 months, 12 months (study completion). Changes were assessed relative to baseline.
Baseline, Month 12
Change in Body Mass Index (BMI) (Lbs/in^2)
Time Frame: Baseline, Month 6
BMI was calculated using height (in) from electronic health records and weight (lbs) from remote Bluetooth-connected weight scales. Data was collected at discrete time points: 0 month (at enrollment), 3 months, 6 months, 9 months, 12 months (study completion). Changes were assessed relative to baseline.
Baseline, Month 6
Change in Body Mass Index (BMI) (Lbs/in^2)
Time Frame: Baseline, Month 12
BMI was calculated using height (in) from electronic health records and weight (lbs) from remote Bluetooth-connected weight scales. Data was collected at discrete time points: 0 month (at enrollment), 3 months, 6 months, 9 months, 12 months (study completion). Changes were assessed relative to baseline.
Baseline, Month 12
Change in Body Weight (Lbs)
Time Frame: Baseline, Month 6
Repeated measurements of participant weight will be taken via remote Bluetooth-connected weight scales, measured in light clothing without shoes. Changes were assessed relative to baseline.
Baseline, Month 6

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
Engagement With the dDPP Platform
Time Frame: Month 6
Engagement was defined as completion of the following Noom activities: submission of at least one weigh-in; reading one article per week; participation in socialization through either one group post per week or one message to a Noom coach; and meeting physical activity goals by achieving either 150 minutes of activity or the step target assigned by Noom. Outcome measure is assessed as as score on a scale, where 0=Fail, and 1=pass
Month 6
Engagement With the dDPP Platform
Time Frame: Month 12
Engagement was defined as completion of the following Noom activities: submission of at least one weigh-in; reading one article per week; participation in socialization through either one group post per week or one message to a Noom coach; and meeting physical activity goals by achieving either 150 minutes of activity or the step target assigned by Noom. Outcome measure is assessed as as score on a scale, where 0=Fail, and 1=pass
Month 12

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.
NYU Langone Health

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.
National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK)

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: Devin Mann, MD, NYU Langone Health

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.
February 1, 2021

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.
January 15, 2025

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.
June 1, 2025

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).
December 29, 2020

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.
February 25, 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.
February 26, 2021

Study Record Updates

Last Update Posted (Actual)

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 3, 2026

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 10, 2026

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, 2026

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.
  • 20-01548
  • 1R18DK118545-01A1 (U.S. NIH Grant/Contract)

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

Individual participant data that underlie the results reported in this article, after deidentification (text, tables, figures, and appendices).

IPD Sharing Time Frame

Beginning 9 months and ending 36 months following article publication or as required by a condition of awards and agreements supporting the research.

IPD Sharing Access Criteria

The investigator who proposed to use the data.Upon reasonable request. Requests should be directed to hibrid.lab@nyulangone.org To gain access, data requestors will need to sign a data access agreement.

IPD Sharing Supporting Information Type

  • STUDY_PROTOCOL
  • SAP

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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