NCT07647523

Brief Summary

The purpose of this study is to evaluate the effectiveness of a web and mobile-based clinical decision support and monitoring system (1B4T mobile application) on blood glucose control, medication adherence, quality of life, and self-management in patients with poorly controlled Type 2 Diabetes Mellitus. This open-label, parallel-group, randomized controlled trial was conducted with 100 type 2 diabetes patients registered at primary care family health centers in Izmir, Turkey. Participants were randomly assigned to either the intervention group (n=50) or the control group (n=50).

  • Intervention Group: Participants installed the 1B4T mobile application on their smartphones, created personal accounts, and recorded their home blood glucose measurements through the app for 3 months. The app allowed patients to track their previous data and view a 10-day blood glucose prediction without directing any treatment changes.
  • Control Group: Participants continued with their routine healthcare follow-ups and standard controls. At baseline and at the 3-month follow-up, fasting plasma glucose and HbA1c levels were measured for all participants. Additionally, sociodemographic characteristics, medication adherence (Modified Morisky Medication Adherence Scale), quality of life (WHOQOL-BREF-TR), and diabetes self-management (Diabetes Self-Management Questionnaire - DSMQ) were evaluated to assess the clinical and behavioral outcomes of the mobile health intervention.

Trial Health

87
On Track

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
100

participants targeted

Target at P50-P75 for not_applicable diabetes-mellitus-type-2

Timeline
Completed

Started Feb 2021

Shorter than P25 for not_applicable diabetes-mellitus-type-2

Geographic Reach
1 country

1 active site

Status
completed

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

Study Start

First participant enrolled

February 1, 2021

Completed
6 months until next milestone

Primary Completion

Last participant's last visit for primary outcome

August 1, 2021

Completed
1 month until next milestone

Study Completion

Last participant's last visit for all outcomes

September 1, 2021

Completed
4.8 years until next milestone

First Submitted

Initial submission to the registry

June 9, 2026

Completed
6 days until next milestone

First Posted

Study publicly available on registry

June 15, 2026

Completed
Last Updated

June 15, 2026

Status Verified

June 1, 2026

Enrollment Period

6 months

First QC Date

June 9, 2026

Last Update Submit

June 9, 2026

Conditions

Outcome Measures

Primary Outcomes (1)

  • Change in Hemoglobin A1c (HbA1c)

    The mean change in Hemoglobin A1c (HbA1c) levels from baseline to the end of the 3rd month will be evaluated to assess glycemic control. HbA1c is measured as a percentage (%) to reflect the average blood glucose levels over the past 3 months.

    Baseline and 3 months

Secondary Outcomes (1)

  • Change in Fasting Plasma Glucose (FPG)

    Baseline and 3 months

Study Arms (2)

Control

NO INTERVENTION

Intervention

EXPERIMENTAL

Participants in this arm will use the 1B4T mobile application for home blood glucose monitoring over a 3-month period. Each participant will receive a unique username and password to access their private profile on the smartphone application. Patients will record their self-measured blood glucose levels directly into the app. The digital platform allows them to monitor their historical data and view a 10-day blood glucose prediction generated by the system's clinical decision support software. The application functions strictly as a tracking and monitoring tool and does not direct, alter, or modify any medical treatment. Follow-up clinical and behavioral assessments (HbA1c, fasting plasma glucose, medication adherence, quality of life, and self-management scales) will be conducted at the end of the 3rd month.

Other: Smartphone Application for Blood Glucose Monitoring

Interventions

The intervention involves the use of the "1B4T" mobile application, a web and mobile-based clinical decision support and monitoring system developed with TUBITAK funding. Participants in the intervention group will receive a personalized username and password to log into their secure profiles on their smartphones. Patients are instructed to self-measure and log their blood glucose levels directly into the application over a 3-month period. Based on the user-entered data, the application generates and displays a 10-day blood glucose prediction, allowing patients to track their historical trends. The mobile software functions strictly as a data logging and monitoring platform for home self-management and does not provide any clinical guidance, treatment modification, or medication dosage adjustments.

Intervention

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersNo
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Volunteering to participate in the study.
  • Having poorly controlled Type 2 Diabetes Mellitus (HbA1c \> 7%).
  • Using a smartphone.
  • Being over 18 years of age.
  • Ability to speak and understand Turkish.
  • Being at least a primary school graduate.
  • Having full orientation to person, place, and time.

You may not qualify if:

  • Having participated in any diabetes-related study within the last 3 months.
  • Inability to attend regular clinical follow-up visits.
  • Having severe visual or hearing impairments.

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Dokuz Eylul University

Izmir, Turkey (Türkiye)

Location

MeSH Terms

Conditions

Diabetes Mellitus, Type 2

Interventions

Blood Glucose

Condition Hierarchy (Ancestors)

Diabetes MellitusGlucose Metabolism DisordersMetabolic DiseasesNutritional and Metabolic DiseasesEndocrine System Diseases

Intervention Hierarchy (Ancestors)

GlucoseHexosesMonosaccharidesSugarsCarbohydrates

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
SUPPORTIVE CARE
Intervention Model
PARALLEL
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Asistant Professor

Study Record Dates

First Submitted

June 9, 2026

First Posted

June 15, 2026

Study Start

February 1, 2021

Primary Completion

August 1, 2021

Study Completion

September 1, 2021

Last Updated

June 15, 2026

Record last verified: 2026-06

Data Sharing

IPD Sharing
Will not share

Individual participant data (IPD) will not be publicly available to protect participant confidentiality and comply with institutional review board (IRB) restrictions. However, de-identified IPD underlying the results reported in future publications may be shared with qualified researchers upon a reasonable and scientifically sound request. Data access requires a formal proposal outlining the study's specific aims, approval from the principal investigator and the relevant ethics committee, and the execution of a formal data use agreement. Requests should be directed to the principal investigator.

Locations