Model Driven Diabetes Care (MDDC)
Data Driven Feedback as a Method to Improve Glycaemic Control in Type 1 Diabetes
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
All patients will be given access to a mobile phone with the diabetes diary known as the Few Touch Application (FTA) installed. They may use either their own compatible Android handsets, or provided handsets. The study uses a delayed start design. Participants are randomized into two groups, who get access to the module "Diastat" after 4 and 12 weeks post-enrollment respectively. Each group uses the FTA with Diastat for 8 weeks post-intervention (i.e. access to Diastat).
Diastat is a module within FTA that provides data-driven feedback to the patients using their own data. This module is based on the data recorded in a previous trial [1]. Three submodules are part of Diastat; Periodicity detection and visualization, multiscale trend detection based on the c-SiZer algorithm [2], and situation matching for insulin dosage [3].
- Skrøvseth SO et al, Diabetes Technol Ther (2012)
- Skrøvseth SO et al, PLoS ONE (2012)
- Skrøvseth SO et al, Accepted for Advanced Technologies and Treatments for Diabetes, Paris, France, 2013.
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
-
Tromsø, Norway, 9038
- University Hopital of North Norway
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
- Confirmed diagnosis with Diabetes Mellitus type 1 for at least one year.
- Age over 18 years
- Has basic familiarity with mobile phones, and uses mobile phone on a daily basis.
Exclusion Criteria:
- Severe complications due to their diabetes.
- Unable to understand or conform to the guidelines when presented with the phone's software.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Supportive Care
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Active Comparator: Delayed Diastat
Mobile phone application Few Touch Application (FTA) in the regular version, with Diastat turned on in week 12 post-enrollment.
|
Users get access to the regular version of the Few Touch Application for Type 1 Diabetes.
Other Names:
Users get the Few Touch Application with Diastat module activated.
|
|
Experimental: Diastat
Few Touch Application with Diastat module turned on in week 4 post-enrollment.
|
Users get access to the regular version of the Few Touch Application for Type 1 Diabetes.
Other Names:
Users get the Few Touch Application with Diastat module activated.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change in the Frequency of Hyper- and Hypo-glycemic Events From Baseline to Week 8-12.
Time Frame: Up to 12 weeks post-enrollment
|
The number of self-measured blood glucose values < 4 mmol/L (72 mg/dL) or > 15 mmol/L (270 mg/dL) will be recorded during baseline (first 4 weeks post-enrollment/start of study) and during weeks 8-12 post-enrollment for all participants.
|
Up to 12 weeks post-enrollment
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Change in HbA1c
Time Frame: up to 20 weeks post-enrollment
|
HbA1c will be measured at the start of the study (week 1 post-enrollment) and during the last week of intervention (week 12 for the intervention group and week 20 for the active comparator group).
|
up to 20 weeks post-enrollment
|
Other Outcome Measures
Other Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Usability
Time Frame: up to 20 weeks post-enrollment
|
System Usability Scale (SUS) will be applied to assess usability of the approach and recorded during the last week of intervention (week 12 for the intervention group and week 20 for the active comparator group).
|
up to 20 weeks post-enrollment
|
|
Empowerment
Time Frame: Up to 12 weeks post-enrollment.
|
Diabetes Empowerment Scale-Short Form (DES-SF) will be used to assess empowerment at the start of the study (week 1 post-enrollment) and during week 12 of intervention.
|
Up to 12 weeks post-enrollment.
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: Stein Olav Skrøvseth, PhD, University Hospital of North Norway
Publications and helpful links
General Publications
- Skrovseth SO, Arsand E, Godtliebsen F, Hartvigsen G. Mobile phone-based pattern recognition and data analysis for patients with type 1 diabetes. Diabetes Technol Ther. 2012 Dec;14(12):1098-104. doi: 10.1089/dia.2012.0160. Epub 2012 Oct 4.
- Skrovseth SO, Arsand E, Godtliebsen F, Joakimsen RM. Model driven mobile care for patients with type 1 diabetes. Stud Health Technol Inform. 2012;180:1045-9.
- Arsand E, Froisland DH, Skrovseth SO, Chomutare T, Tatara N, Hartvigsen G, Tufano JT. Mobile health applications to assist patients with diabetes: lessons learned and design implications. J Diabetes Sci Technol. 2012 Sep 1;6(5):1197-206. doi: 10.1177/193229681200600525.
- Skrovseth SO, Bellika JG, Godtliebsen F. Causality in scale space as an approach to change detection. PLoS One. 2012;7(12):e52253. doi: 10.1371/journal.pone.0052253. Epub 2012 Dec 27.
- Skrovseth SO, Arsand E, Godtliebsen F, Joakimsen RM. Model-driven diabetes care: study protocol for a randomized controlled trial. Trials. 2013 May 14;14:139. doi: 10.1186/1745-6215-14-139.
- Skrovseth SO, Arsand E, Godtliebsen F, Joakimsen RM. Data-Driven Personalized Feedback to Patients with Type 1 Diabetes: A Randomized Trial. Diabetes Technol Ther. 2015 Jul;17(7):482-9. doi: 10.1089/dia.2014.0276. Epub 2015 Mar 9.
Study record dates
Study Major Dates
Study Start
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Estimate)
First Posted
Study Record Updates
Last Update Posted (Estimate)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
- Glucose Metabolism Disorders
- Metabolic Diseases
- Immune System Diseases
- Autoimmune Diseases
- Endocrine System Diseases
- Diabetes Mellitus
- Diabetes Mellitus, Type 1
- Physiological Effects of Drugs
- Neurotransmitter Agents
- Molecular Mechanisms of Pharmacological Action
- Central Nervous System Depressants
- Autonomic Agents
- Peripheral Nervous System Agents
- Anesthetics, Intravenous
- Anesthetics, General
- Anesthetics
- Antiemetics
- Gastrointestinal Agents
- Tranquilizing Agents
- Psychotropic Drugs
- Hypnotics and Sedatives
- Adjuvants, Anesthesia
- Anti-Anxiety Agents
- GABA Modulators
- GABA Agents
- Anticonvulsants
- Neuromuscular Agents
- Muscle Relaxants, Central
- Diazepam
Other Study ID Numbers
Other Study ID Numbers
- 2011/1939 (REK)
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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