Development of The Pediatric Physical Activity Tracking Platform (Pedi@Ctivity) and Smartwatch-based Big Data Analysis: A Digital Health Application in Society 5.0
Trial ID: NCT05509907
Status: UNKNOWN
Study type: INTERVENTIONAL
Phase: NA
Start date: 2022-08-30
Completion date: 2024-01-30
Sponsor: Istanbul University - Cerrahpasa
Collaborators: The Scientific and Technological Research Council of Turkey
Conditions: Physical Activity; Adolescent; Childhood Rheumatic Disease
Interventions: Pedi@ctivity Analysis and Tracking Mobile Applications and Web Platform
Locations: İstanbul Tıp Fakültesi
Countries: Turkey (Türkiye)
Enrollment: 350
Age range: 12 Years - 18 Years
Sex: ALL

Summary:
Regular physical activity is extremely important for the protection and development of physical and psychosocial health. In addition, acquiring regular physical activity habits in the early years of life allows maintaining numerous gains related to physical fitness, functional capacity and psychoemotional health into adulthood.

Guided by scientific and technological innovations, focusing on sustainable development goals, the vision of Society 5.0 is based on digital innovation with artificial intelligence, the internet of things, digital technologies and big data, and is to increase the awareness of individuals and encourage individuals to take a role in improving their health status with wearable technology and mobile health applications. In the literature, only one study has been found on the acquisition of big data with wearable technologies for the promotion of physical activity in adolescents.

The general aim of our project is to obtain smartwatch-based big data for adolescents, which will be done for the first time in the field of health and sports in our country, and to analyze the obtained data using both statistical methods and big data analytics and artificial learning methods, to develop Pediatric Physical Activity Tracking Platform (Pedi@ktivite) through physical activity algorithms and to reveal the effect of the developed system on the physical fitness of adolescents and the usability of the system with scientific evidence. Within the scope of the project, adolescents with chronic rheumatic disease will also be included in the sample group, and the effects of the system to be developed in adolescents with the chronic rheumatic disease will be demonstrated. Due to the results obtained, we believe that this technology-supported approach will be an example of good practice for other chronic diseases.

As the first technology-supported and big data-oriented project for health and sports in adolescents, our project will fill an important gap and provide pioneering results for future projects, paving the way for providing services in the fields of health and sports with big data analytics and addressing physical inactivity.

Eligibility criteria:
Inclusion Criteria:

* For Healthy Adolescent:

Adolescents aged 12-18 years who continue secondary education, Adolescents do not have any chronic diseases or disabilities Adolescents who volunteer to participate in the study

* Adolescents with chronic rheumatic disease:

Adolescents with rheumatism aged between 12-18 Adolescents with chronic rheumatic disease who volunteer to participate in the study

Exclusion Criteria:

* For Healthy Adolescent:

Adolescents who are older than 18 years of age, Adolescents who have had any discomfort or surgery that may affect their walking in the last 6 months, Adolescents and whose families are not asked to participate in the study

* Adolescents with chronic rheumatic disease:

Adolescents who are older than 18 years of age, Adolescents who have poor mental status, accompanying rheumatism and have additional neurological diagnosis that may affect the intervention results, Adolescents whose family does not want to participate in the study

Outcomes:
Health Parameters; FitnessGram Physical Activity Test Battery-Progressive Aerobic Cardiovascular Endurance Running (PACER); FitnessGram Physical Activity Test Battery-Bioelectrical Impedance Analysis; FitnessGram Physical Activity Test Battery-Curl-up Test; FitnessGram Physical Activity Test Battery-Trunk Lift Test; FitnessGram Physical Activity Test Battery-Push-up Test; FitnessGram Physical Activity Test Battery-Back Saver Sit and Reach Test; KFORCE Muscle Controller; KFORCE Plates; KFORCE Sens; Smart Insole PODOSmart (Digitsole); 6 Minute Walk Test (6 MWT); Visual Analogue Scale (VAS); Exercise Stage of Change Scale Short Form; Decisional Balance Scale in Exercise; System Usability Scale; Numerical Rating Scale