
The validation of the PEGASO platform will assess 
the following factors: 
  System and Technology acceptance, usability 
and long-term use: these will be also a 
secondary assessment of motivation and 
engagement; 
  Reliability in assessing the teen-agers lifestyles 
and their changes (with focus on the eating 
habits and on physical activities) and related 
efficacy on the sensors’ network system; 
  Efficacy of the system in encouraging lifestyle 
change; 
  Subjective assessment for awareness; 
  System’s compliance to Stakeholders’ needs. 
The overall PEGASO service framework will be 
validated by secondary school students with the 
support of their schools and families. The reason for 
involving these students as sample population lies on 
the assumption that around the age of 14, teen-agers 
acquire more independence and have increasingly 
the opportunity to select on their own their snacks 
and the extra-school activities influenced by what 
their friends do. Therefore it is important that at this 
stage they become aware of the consequences of an 
incorrect eating behaviour and that they perform a 
sufficient physical activity. 
During the four validation studies that will be 
carried out in Italy (Lombardy), Spain (Catalonia) 
and United Kingdom (England and Scotland), 
PEGASO will take into special consideration the 
socioeconomic environment of the selected schools 
where the pilot will be run and the involvement of 
the students’ families.  
Through the pilot PEGASO will demonstrate the 
effectiveness of the approach in support of: 
  discovering at an early stage potential risks of 
developing obesity and related comorbidities 
and encouraging lifestyle changes by means of 
an approach based on  social/networked games; 
  educating teen-agers towards healthier lifestyles 
through an approach based on serious games; 
and 
  engaging the educational environment (families 
and schools) reinforcing the messages delivered 
through physical seminars to teachers and 
parents by means of  online educational 
modules. 
5  EXPECTED IMPACT 
The strategy proposed by the PEGASO project is 
expected to have predictable favourable effects in 
reducing overweight/obesity and associated diseases 
and social costs in proportion to the national 
prevalence of body mass excess in this age class 
taking advantage of the possibilities offered by 
innovative ICT and of teens’ affection to mobile and 
social network. 
More specifically the following impact areas will 
be addressed: 
Enhancing self-awareness of younger people for 
health issues, by means of inclusive approach, and 
promoting behavioural changes in favour of 
physical activity and healthy diets. Reducing the 
risks deriving from unhealthy diets and physical 
inactivity and increasing awareness and 
understanding of the influences of diet and physical 
activity on health are the core objectives of the 
global strategy dictated by the World Health 
Organization (WHO-Diet 2004, WHO-Diet 2006) 
against non-communicable disease and changes in 
behaviour has been indicated by WHO among the 
outcome indicators for assessing actions fostering 
such a global strategy. The relationship between 
diet, physical activity and health is based on strong 
scientific evidence. Studies using motion sensors 
have shown that children who spend less time in 
physical activity are at higher risk to become obese 
during childhood and adolescence (Consensus 2015, 
Lobstein 2004).  
Preventing juvenile overweight/obesity and 
reducing morbidities associated to juvenile 
overweight/obesity in the short time, and long term 
health consequences, including adult obesity, and 
associated medical, social and personal costs. 
According with the 2007 report of the EU Public 
Health Program Project "Global Report on the Status 
of Health in the European Union - EUGLOREH" 
(EUGLOREH2007), the number of EU children 
affected by overweight and obesity is estimated to 
be rising by more than 400,000 a year, adding to the 
over 14 million of the EU population who are 
already overweight (including at least 3 million 
obese children). Overall, across the entire EU, 
overweight affects almost 1 out of 4 school age 
children/adolescents. Childhood obesity has 
physical, psychosocial and economic consequences.  
Reducing medical, social and personal costs 
associated to juvenile and adult overweight/obesity. 
The economic impact of overweight and obesity on 
health care and social systems is definitely sizable. 
Such an economic burden has been recognized in 
terms of direct medical costs, indirect costs, and 
intangible costs (Müller-Riemenschneider 2008, 
Dent 2010).  
Developing a system suitable for interventions
HEALTHINF2014-InternationalConferenceonHealthInformatics
574