Outcome
Type |
Measure |
Description |
Time frame |
Safety issue |
Primary |
Change in daily insulin dose requirement |
The daily insulin dose requirements will be measured in units per kilogram of body weight. Assessment will rely on participant-reported data from insulin pumps or injection logs, gathered for 9 days prior to the intervention, at 12 weeks, and after the intervention. |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in glycated hemoglobin |
Glycated hemoglobin (measured in percent) |
Baseline and 24 weeks |
|
Secondary |
Number of participants with good glycemic control |
Number of participants with a glycated hemoglobin level lower than 7% |
Baseline and 24 weeks |
|
Secondary |
Change in time in range |
The percentage of time a person spends with their blood glucose levels in the target range (70-180 mg/dL or 3.9-10 mmol/L) (measured in percent) |
Baseline and 24 weeks |
|
Secondary |
Change in time below range |
The percentage of time a person spends with their blood glucose levels below the target range (<70 mg/dL or <3.9 mmol/L, i.e., hypoglycemia) (measured in percent) |
Baseline and 24 weeks |
|
Secondary |
Change in time above range |
The percentage of time a person spends with their blood glucose levels above the target range (>180 mg/dL or 10 mmol/L, i.e., hyperglycemia) (measured in percent). |
Baseline and 24 weeks |
|
Secondary |
Change in glycemic variability |
Glycemic variability measures the fluctuation in blood glucose levels over time, expressed as a percentage. Lower glycemic variability indicates more stable levels, while higher glycemic variability suggests greater fluctuations. |
Baseline and 24 weeks |
|
Secondary |
Change in compliance with 24-hour movement behaviors |
Physical activity at different intensities (average min/day), sedentary time (average min/day) and sleep (average min/day) will be measured using GENEActive accelerometers and self-reported questionnaires |
Baseline and 24 weeks |
|
Secondary |
Change in physical activity |
Physical activity will be estimated using the GENEActive triaxial accelerometer (ActivInsights) and measured in minutes per day |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in self-reported physical activity |
Aerobic and muscle-strengthening activities will be assessed using two separate ad hoc questions. Participants will have response options ranging from 0 to 7 days per week, with increments of 1 day |
Baseline and 24 weeks |
|
Secondary |
Change in sedentary behaviors |
Sedentary behaviors will be self-reported using the Youth Leisure-Time Sedentary Behavior Questionnaire. Total daily sedentary screen time will be calculated by summing the durations of daily screen time activities. Furthermore, total screen time for both weekdays and weekends will be calculated in minutes per day |
Baseline and 24 weeks |
|
Secondary |
Change in sleep duration |
Sleep duration will be determined by recording the number of hours slept each day in a 9-day diary |
Baseline and 24 weeks |
|
Secondary |
Change in sleep quality |
Sleep quality will be assessed using the Pittsburgh Sleep Quality Index questionnaire, which evaluates seven established aspects of sleep quality: subjective sleep quality, time taken to fall asleep, duration of sleep, sleep efficiency, sleep disturbances (such as nightmares, pain, or feeling too hot or cold), use of sleep medication, and daytime dysfunction. Each question is scored on a scale from 0 to 3, with higher scores indicating more pronounced sleep disturbances. |
Baseline and 24 weeks |
|
Secondary |
Change in blood pressure |
Systolic and diastolic blood pressure will be measured in mmHg using a blood pressure monitor |
Baseline and 24 weeks |
|
Secondary |
Change in cardio-ankle vascular index (CAVI) |
Measuring Cardio-Ankle Vascular Index (measured in percent) by VaSera VS 2000 (Fukuda Denshi, Japan) |
Baseline and 24 weeks |
|
Secondary |
Change in pulse wave velocity |
Measuring pulse wave velocity (m/seg) by VaSera VS 2000 (Fukuda Denshi, Japan) |
Baseline and 24 weeks |
|
Secondary |
Change in heart rate variability |
The heart rate will be recorded by a heart rate monitor in a beat-by-beat basis. |
Baseline and 24 weeks |
|
Secondary |
Change in disordered eating |
Disordered eating will be screened using the mSCOFF questionnaire. This questionnaire consists of six straightforward yes/no questions. A positive response to two or more of these questions suggests a potential eating disorder, often requiring further evaluation. |
Baseline and 24 weeks |
|
Secondary |
Change in Health-Related Quality of Life in the context of a chronic illness |
Health-Related Quality of Life in the context of a chronic illness will be evaluated using the Spanish version of the 'Questionnaire for Young People with Diabetes' (DISABKIDS). This questionnaire consists of 12 questions about how a patient has felt in the last four weeks, with responses rated on a 5-point Likert scale from 1 (Never) to 5 (Always) |
Baseline and 24 weeks |
|
Secondary |
Change in Health-Related Quality of Life |
Health-Related Quality of Life will be evaluated using the Screening for and Promotion of Health-Related Quality of Life in Children and Adolescents (KIDSCREEN-10). This is a generic 10-item unidimensional instrument that assesses the functional, mental, and social aspects of well-being in children and adolescents. Each item will offer five response categories, ranging from 'never' to 'always' or from 'not at all' to 'extremely' |
Baseline and 24 weeks |
|
Secondary |
Change in subjective well-being |
Subjective well-being will be assessed using the 'Cuestionario Unico de Bienestar Escolar' (CUBE), which comprises five items evaluating different aspects of life satisfaction. All variables will be measured on a 10-point Likert scale ranging from 0 to 10 (0 = totally disagree, 10 = totally agree). |
Baseline and 24 weeks |
|
Secondary |
Change in cardiorespiratory fitness |
Measured with an incremental VO2 protocol on exercise bike by COSMED Quark CPET plus OMNIA (COSMED®, Rome, Italy) (measured in mL/kg/min and Metabolic Equivalents [METs]) |
Baseline and 24 weeks |
|
Secondary |
Change in isometric strength |
Handgrip strength measured in kilograms using the Takei III Smedley Type Digital Dynamometer |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in lower limb muscle dynamic strength |
Lower limb muscle strength (legs and hips) measured in kg using eGym® machines (GmbH in Munich, Germany) |
Baseline and 24 weeks |
|
Secondary |
Change in upper limb muscle dynamic strength |
Upper limb muscle strength (chest and arms) measured in kg using eGym® machines (GmbH in Munich, Germany) |
Baseline and 24 weeks |
|
Secondary |
Change in lower limb muscle power strength |
Lower limb muscle power (legs and hips) measured in watts using eGym® machines (GmbH in Munich, Germany) |
Baseline and 24 weeks |
|
Secondary |
Change in upper limb muscle power strength |
Upper limb muscle power (chest and arms) measured in watts using eGym® machines (GmbH in Munich, Germany) |
Baseline and 24 weeks |
|
Secondary |
Change in self-reported physical fitness |
The International Fitness Scale (IFIS) will be used to assess self-reported physical fitness. This scale includes five elements that will employ a 5-point Likert scale to inquire about children's overall perception of their physical fitness, as well as their perception of their cardiorespiratory fitness, muscular fitness, speed-agility, and flexibility compared to their peers. The Likert scale will provide choices ranging from 'very poor' to 'poor,' 'average,' 'good,' and 'very good' physical fitness. |
Baseline and 24 weeks |
|
Secondary |
Adherence to the Mediterranean Diet |
For assessing adherence to the Mediterranean Diet, the KIDMED index will be employed. This index provides a score on a scale of 0 to 12, with higher scores indicating stronger adherence. |
Baseline and 24 weeks |
|
Secondary |
Change in dietary behavior |
Self-reported food intake will be assessed using a food-frequency questionnaire (FFQ). The daily consumption of food and beverages will be categorized into 12 groups: dairy, meat, fish, eggs, vegetables, fruit, starch, legumes, nuts, sweets, soft drinks, and alcoholic drinks. |
Baseline and 24 weeks |
|
Secondary |
Change in body mass index |
Weight and height will be combined to report body mass index in kg/m^2 |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in fat mass (percentage) |
Fat mass will be measured using a dual-energy X-ray absorptiometer (DXA) and expressed as a percentage. |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in fat mass (in kilograms) |
Fat mass will be measured using a dual-energy X-ray absorptiometer (DXA) and expressed in kilograms. |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in lean mass |
Fat mass in kilograms will be measured using a dual-energy X-ray absorptiometer (DXA) |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in subcutaneos adiposity |
Subcutaneos adiposity in cm^3 will be measured using a dual-energy X-ray absorptiometer (DXA) |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in visceral adiposity |
Visceral adiposity in cm^3 will be measured using a dual-energy X-ray absorptiometer (DXA) |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in bone mineral content |
Bone mineral content in grams will be measured using a dual-energy X-ray absorptiometer (DXA) |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in bone mineral density |
Bone mineral density will be measured in grams/cm^2 using a dual-energy X-ray absorptiometer (DXA) |
Baseline, 12 and 24 weeks |
|
Secondary |
Change in blood lipids levels |
The following parameters will be evaluated: fasting total cholesterol, LDL-Cholesterol, HDL-Cholesterol, triglycerides, lipoprotein (a), and apolipoproteins A-I and B levels, measured in mg/dL. |
Baseline and 24 weeks |
|
Secondary |
Change in fasting glucose |
Fasting glucose will be measured in mg/dL. |
Baseline and 24 weeks |
|
Secondary |
Changes in liver enzymes |
The following parameters will be evaluated: alanine transaminase and aspartate aminotransferase. |
Baseline and 24 weeks |
|
Secondary |
Change in inadvertent hypoglycemia |
The perception of hypoglycemia will be assessed using the Clarke test, which comprises eight questions with various potential answers. A score greater than 3 indicates impaired awareness of hypoglycemia. |
Baseline and 24 weeks |
|
Secondary |
App usability |
The usability of the app will be evaluated using the Spanish Version of the User Version of the Mobile Application Rating Scale (uMARS). This scale provides a comprehensive and objective measure of app usability and consists of 20 items. Each item is rated on a 5-point scale, ranging from 1 (inadequate) to 5 (excellent). |
24 weeks |
|