CClinicalTrials.gg
Not yet recruitingNCT07661381PREVAILUpdated Jun 25, 2026

An Online Lifestyle Program With an AI Lifestyle Coach and Continues Glucose Monitoring in Type 2 Diabetes.

An interventional study of Lifestyle program and Lifestyle program + coach in Diabetes Type 2, sponsored by University of Twente. Not yet recruiting at 1 site in Netherlands. Open to participants aged 18 Years and older. Per ClinicalTrials.gov, last updated 2026-06-25.

Sponsored by University of Twente · Not applicable, Interventional, and Supportive care

Phase
Not applicable
Study type
Interventional
Enrollment
160
Allocation
Randomized
Ages
18 Years and older
Sex
All
01

Study summary

The aim of this study is to evaluate the feasibility and effectiveness of a remote personalised lifestyle program in individuals with T2D. Outcomes will be assessed at the start and after 3, 6, and 12 months with two follow-up measurements (18 and 24 months) to determine whether participation in this re-mote lifestyle program leads to improvements in health and diabetes-related outcomes.

Read the detailed description

Rationale: An estimated 400,000 individuals in the Netherlands are living with undiagnosed type 2 diabetes (T2D), in addition to 1.1 million diagnosed cases. Unhealthy lifestyle behaviours are a major contributing factor. Intensive lifestyle interventions and Continuous Glucose Monitoring (CGM) have demonstrated effectiveness in improving health behaviour and glycaemic control. Digital health technologies, including personalised digital interventions and virtual coaching enable continuous, scalable and context-specific support, thereby facilitating sustained behaviour change and improved self-management. Remote lifestyle interventions are therefore promising and may enhance self-management and glycaemic control, reduce medicine use and delay the development of comorbidities and diabetes-related complications. This study evaluates a remote, personalised lifestyle program combining online group sessions, peer support, CGM use, and a virtual AI lifestyle coach for individuals living with T2D.

Objective: The objective of this study is to evaluate the added value of CGM, biofeedback and a virtual AI lifestyle coach providing personalised, data-driven support within a first prototype of a remote lifestyle intervention for adults with T2D. Specifically, this pilot randomized controlled trial aims to assess the incremental effects of CGM, biofeedback and AI supported personalised coaching, informed by glucose data, demographics, behaviour, goals and preferences on health behaviours and glycaemic control over a 12-month period with two follow-up measurements.

Study design: This three-arm parallel-group randomized controlled trial includes:

  1. A lifestyle program consisting of online group sessions and a peer support community.
  2. The same lifestyle program supplemented with a virtual AI lifestyle coach.
  3. The AI-supported program with four times CGM use.

Study population: Adults (n=160) with T2D (HbA1c ≥53 mmol/mol) without glucose lowering medication (except Metformin), both men and women from all ethnic backgrounds.

Intervention: Participants complete an online baseline questionnaire and a brief in-app intake prior to randomization. All participants attend online group sessions and may engage with peers via the online community. The AI lifestyle coach uses the baseline data to have personalised coaching conversations with the participant throughout the intervention. In the third arm, real-time CGM data are additionally integrated into the AI-driven personalisation process.

Main study parameters/endpoints: The primary outcome is change in HbA1c from baseline to 12 months. Secondary outcomes include changes in physiological (e.g. body weight), clinical (e.g. time in range), behavioural (e.g. dietary intake), and psychological (e.g. quality of life) outcomes.

02

Conditions studied

  • Diabetes Type 2

Keywords

  • Lifestyle intervention
  • Artificial intelligence
  • Remote study
  • Dietary intake
  • Continuous glucose monitoring
  • Lifestyle coach
03

In context

Diabetes Mellitus, Type 2

9,359 studies on the registry are indexed under Diabetes Mellitus, Type 2; 1,318 are open to participants now.

This study's planned enrollment of 160 is above the median of 80 across 7,525 interventional studies indexed under Diabetes Mellitus, Type 2.

Browse Diabetes Mellitus, Type 2 studies →

Lead sponsor

University of Twente is the lead sponsor of 16 studies on the registry; 6 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
18 Years and older
Sexes eligible
All
Accepts healthy volunteers
No

Inclusion criteria

  • Age: ≥18 years
  • HbA1c: ≥53 mmol/mol (7 - 12%)
  • Signed informed consent form and willing to comply with the study procedures
  • Persons who are naïve for participation in a lifestyle program for the past two years
  • Being digitally competent
  • Mastering the Dutch language
  • Accepting the confidential use and storage of anonymised data for analysis and publication (at least 15 years)

Exclusion criteria

Exclusion Criteria:

  • Medication use: any other glucose-lowering medication than metformin
  • Comorbidities or medical conditions requiring a special diet that conflicts with the study
  • Unstable body weight in the three months prior to inclusion in the study (±5% change based on body weight)
  • Circumstances that lead to unreliable HbA1c values, such as blood donation
  • Pregnant or lactating women
05

Study design

Phase
Not applicable
Primary purpose
Supportive care
Allocation
Randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
160 participants (estimated)

Study arms

  • Active comparator
    Arm 1

    Lifestyle program (control group)

    Behavioral: Lifestyle program

  • Experimental
    Arm 2

    Lifestyle program + coach

    Device: Lifestyle program + coach

  • Experimental
    Arm 3

    Lifestyle program + coach + CGM

    Device: Lifestyle program + coach + CGM

Interventions

  • BehavioralLifestyle program

    Participants are asked to work on improving their lifestyle. They have access to an online community throughout the study, where they can get in touch with other participants within their research-arm. Participants are also asked to attend twelve online group sessions, during which a lifestyle coach will explain more about nutrition, physical activity, sleep, stress, social aspects, challenges and setbacks, and long-term maintenance.

  • DeviceLifestyle program + coach

    Idem to arm one, supplemented with a virtual AI lifestyle coach. The AI lifestyle coach can process all the information about the participant that was provided at baseline. This information is compiled into a participant profile, which the AI lifestyle coach uses to initiate personalised conversations with the participant. During these conversations, the AI lifestyle coach supports the participant through a structured coaching cycle of three phases: preparation (reflecting on what matters and co-creating a personalised plan), coaching (day-to-day support to work on the plan), and evaluation (reviewing progress and adjusting or renewing the plan). The coach draws on an evidence-based knowledge base of lifestyle interventions to recommend appropriate, evidence-informed actions. The use of the AI lifestyle coach is an additional topic to the online group sessions.

  • DeviceLifestyle program + coach + CGM

    Idem to arm two, but participants are also asked to wear an CGM four times for two consecutive weeks. The glucose values information collected by the CGM is used by the AI lifestyle coach to make conversations with the participant even more personalized. The use of CGMs is an additional topic to the online group sessions.

06

What researchers measure

Primary outcomes

  1. Change in HbA1c levels

    The main study parameter is the impact of the lifestyle program on blood glucose levels, as evaluated by changes in HbA1c levels at the beginning of the study and after 3, 6 and 12 months.

    Time frame: From the beginning of the study to the end of the study at 12 months

Secondary outcomes

  1. Change in body weight

    Time frame: From the beginning of the study to the end of the study (12 months), including the two follow-up measurements at 18 and 24 months

  2. Change in blood pressure

    Systolic and diastolic blood pressure

    Time frame: From the beginning of the study to the end of the study (12 months)

  3. Change in medication use

    Time frame: From the beginning of the study to the end of the study (12 months), including the two follow-up measurements at 18 and 24 months

  4. Change in waist and hip circumference

    Time frame: From the beginning of the study to the end of the study (12 months), including the two follow-up measurements at 18 and 24 months

  5. Change in habitual dietary intake assessed with the Nutri+ instrument

    Time frame: From the beginning of the study to the end of the study (12 months), including the two follow-up measurements at 18 and 24 months

  6. Change in glycaemic regulation assessed with CGM and blood sample

    Time frame: From the beginning of the study to the end of the study (12 months)

  7. Change in albumin-creatinine ratio

    Urine sample

    Time frame: From the beginning of the study to the end of the study (12 months)

  8. Study evaluation

    Dutch System Usability Scale (SUS). Ten questions on a 5-point Likert scale (1 = strongly disagree to 5 = strongly agree). Higher scores indicate greater overall usability of the system being studied.

    Time frame: Once at the end of the study at 12 months

  9. Tailoring

    Success in Tailoring (SIT) scale. Eight items on a 5-point Likert-scale (1 = strongly disagree to 5 = strongly agree). Higher scores indicate greater perceived individual tailoring of the information.

    Time frame: Once at the end of the study at 12 months

  10. Change in quality of life

    Health-related quality of life (EQ-5D). It assigns a score across five health dimensions, from "I have no problems..." to "I am unable to...". The higher the score, the better the quality of life.

    Time frame: At the start of the study and at the two follow-up measurements at 18 and 24 months

Other outcomes

  1. Socio-demographic characteristics

    Socio-demographic characteristics obtained with the baseline questionnaire.

    Time frame: At baseline

07

Study locations

1 site
  • University of Twente
    Enschede, Overijssel 7500 AE, Netherlands
    • Lotte G.P. Peters, MSc · Contact · lotte.peters@utwente.nl · +31534891403
    • Lotte G.P. Peters, MSc · Principal investigator
08

References and documents

Individual participant data

Plan to share: Undecided

No publications or documents are linked to this record.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on Jun 25, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT07661381
Lead sponsor
University of Twente
Collaborators
TNO
Responsible party
Lotte Peters (MSc, University of Twente) — Principal investigator
First posted
Jun 22, 2026
Start date
Sep 2026 (estimated)
Primary completion
Dec 2028 (estimated)
Completion
Dec 2028 (estimated)
Last update
Jun 25, 2026

Study contacts

Lotte G.P. Peters, MSc
Contact
lotte.peters@utwente.nl
+31534891403
Anouk Middelweerd, Dr
Contact
a.middelweerd@utwente.nl
+31534897486
Goos D. Laverman, Prof. Dr.
principal investigator · University of Twente

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

Not currently enrolling

This study is not yet recruiting, as verified in Jun 2026. You cannot join it, but the record below documents what was studied.

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