Determining the Effect of Home BLOOD Glucose Monitoring on HBA1C in Patients With Type 2 Diabetes Using Smartphone Application
1 other identifier
interventional
100
1 country
1
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
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P50-P75 for not_applicable diabetes-mellitus-type-2
Started Feb 2021
Shorter than P25 for not_applicable diabetes-mellitus-type-2
1 active site
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
CompletedPrimary Completion
Last participant's last visit for primary outcome
August 1, 2021
CompletedStudy Completion
Last participant's last visit for all outcomes
September 1, 2021
CompletedFirst Submitted
Initial submission to the registry
June 9, 2026
CompletedFirst Posted
Study publicly available on registry
June 15, 2026
CompletedJune 15, 2026
June 1, 2026
6 months
June 9, 2026
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 INTERVENTIONIntervention
EXPERIMENTALParticipants 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.
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.
Eligibility Criteria
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)
MeSH Terms
Conditions
Interventions
Condition Hierarchy (Ancestors)
Intervention Hierarchy (Ancestors)
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.