PreDiabetes, Type 2 Diabetes
Conditions
Brief summary
Sedentary behaviour has a detrimental effect on the mortality, morbidity, and well-being of patients with type 2 diabetes and prediabetes, and general practitioners should advise patients on how to self-monitor and increase their physical activity. The emergence of mobile health (mHealth) technologies unlocks the potential to further improve physical behaviour using an innovative "just-in-time" adaptive approach whereby behavioural support is provided in real-time, based on data from wearable sensors. Thus, the investigators aim to evaluate the effect of a just-in-time mHealth intervention administered by general practitioners on the physical activity and sedentary behaviour of patients with type 2 diabetes and prediabetes. A total of 340 patients will be recruited from 20 general practices across the Czech Republic and randomly assigned to either an active control or intervention group. Both groups will receive brief physical activity advice from their general practitioners and a Fitbit fitness tracker to self-monitor their daily steps, but the intervention group will also receive a mHealth-enabled just-in-time adaptive intervention and regular monthly phone counselling in the first 6 months. The mHealth intervention will be delivered using a custom-developed system (HealthReact) connected to the Fitbit that will trigger just-in-time text messages. For example, a prompt to take a break from sedentary behaviour will be triggered after 30 sedentary minutes or a motivational message with a specific goal to take more steps will be triggered when the total step count is too low. The primary outcome will be the change in daily step count at 6 months, other outcomes include changes in other physical behaviour measures, blood tests, anthropometry and patient-reported outcomes at 6 and 12 months. If the intervention is effective, this study will provide a model of health prevention that can be directly implemented and commissioned within primary care using existing infrastructure.
Interventions
BEHAVIORALmHealth
A mHealth-enabled just-in-time adaptive intervention that is based on the HealthReact system developed by the participating centre at the Faculty of Science of the University of Hradec Kralove. The HealthReact system consists of a server-side application that is connected to the Fitbit server. As such, the system allows for just-in-time text messages triggered by pre-defined context as recorded by the Fitbit wearable monitor. For example, a prompt to take a break from sedentary behaviour can be triggered after 30 sedentary minutes, a suggestion to increase walking cadence can be triggered when continuous, but slow walking is detected, or a motivational message with a specific goal to take more steps to reach their usual daily step count can be triggered when the total daily steps are too low. The mHealth component will be delivered for the entire duration of the study (i.e., 12 months).
BEHAVIORALphone counselling
Regular monthly phone calls by trained counsellors support participants in their effort to increase physical activity and reduce sedentary behaviours. The counsellors will use various behaviour change techniques, such as goal-setting, feedback, action planning, etc. The phone counselling will be provided during the first six months, i.e. 6 phone calls will be delivered.
BEHAVIORALFitbit tracker
Fitbit Inspire 2 will be provided by the general practitioner to study participants at the start of the study to enable objective self-monitoring of physical activity.
BEHAVIORALbrief advice
A brief advice will be provided by the general practitioner at the start of the study.
Sponsors
Charles University, Czech Republic
University of Hradec Kralove
St George's, University of London
University of Leicester
University Ghent
Study design
Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
PREVENTION
Masking
DOUBLE (Caregiver, Outcomes Assessor)
Eligibility
Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
No
Inclusion criteria
* Diagnosis of prediabetes or T2DM according to the Czech guidelines for GPs on diabetes mellitus1 and prediabetes2, i.e. fasting plasma glucose 5.6-6.9 mmol/l, or 2-h plasma glucose of 7.8-11.0 mmol/l after ingestion of 75 g of oral glucose load for the diagnosis of prediabetes, and fasting plasma glucose ≥ 7.0 mmol/l, or 2-h plasma glucose ≥ 11.1 mmol/l after ingestion of 75 g of the oral glucose load for the diagnosis of T2DM * Age 18 years or older. * Registered at a participating general practice. * Regular users of a smartphone and willing to use it as part of the study. * Written informed consent obtained before any assessment related to the study.
Exclusion criteria
* unable to walk * pregnancy * taking insulin * living in a residential or nursing care home * co-morbid conditions that would affect their adherence to the trial procedures
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| step count | from baseline to 12-month assessment | change in daily step count |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| chair-stand test | at 6 and 12 months | functional 30s chair-stand test |
| HbA1c | at 6 and 12 months | haemoglobin A1c |
| glycemia | at 6 and 12 months | fasting plasma glucose |
| lipid profile | at 12 months | total cholesterol, LDL cholesterol, HDL cholesterol, triacylglycerids |
| step count | at 6 months | change in daily step count |
| physical behaviour - average acceleration | at 6 and 12 months | metric of physical activity volume |
| physical behaviour - intensity gradient | at 6 and 12 months | metric of physical activity intensity |
| sedentary time | at 6 and 12 months | time per day spent sedentary (in minutes) |
| sedentary bouts | at 6 and 12 months | time per day (in minutes) spent sedentary in bouts of 30 mins and longer |
| walking cadence | at 6 and 12 months | cadence (steps/min) in 5 (non-consecutive) highest-cadence minutes |
| blood pressure | at 6 and 12 months | systolic and diastolic blood pressure |
| Hospital Anxiety and Depression Scale (HADS) | at 6 and 12 months | symptoms of anxiety and depression: 14 items on a scale 0-3 (a higher score means a worse outcome) |
| Short Form Survey (SF-12) | at 6 and 12 months | measure of health-related quality of life: 12 items using various scales converted to a score 0-100 (a higher score means a better outcome) |
| body mass index | at 6 and 12 months | weigh in kilograms divided by height in meters squared |
Countries
Czechia
Contacts
STUDY_CHAIRBohumil Seifert, MD, PhD
Charles University, Czech Republic
Outcome results
None listed