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Blood samples were collected from all subjects in fasting conditions to assess, according to standardized laboratory techniques, the levels of HDL-cholesterol (HDL), glucose (GLU) and triglycerides (TRI). Ferranti et al. (2004) cut-off values and other suggestions were used to determine the presence of risk in all 5 MS indicators across the considered age range. All MS indicators were adjusted for age, age2, sex and respective interactions. Data were analyzed using STATA 10 and TWINAN92 software.

Deprivation score was retained in the overall model as it significantly improved the fit. Discussion: Results are consistent with previous research suggesting that boys are more physically active than girls, and higher physical activity levels are associated with more positive perceptions of competence and self-efficacy in PE. In addition, scores on the PAQ-C suggest that youth with higher BMI are generally less active, whilst those who are active in PE classes are more physically active overall.

Assessments were conducted by specialized personnel (nurses) in Health Centers, and determinations of GLU, HDL-C and TRI was done using standard biochemical procedures with subjects in fasting conditions. WG and SBP were also measured by nurses during subject‘s visits to Health Centers. All subjects gave their written consent. NCEP (2001), and Cook et al (2003) cut-off values were used to identify adults and youngsters at risk, respectively. 0 using maximum likelihood estimation procedures and a t distribution when a high kurtosis was found in a variable.

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