Sedentariness and weight status related to SES and family characteristics in Italian adults: exploring geographic variability through multilevel models

Aim: In this study, our aim was to assess the prevalence of sedentariness and overweight/obesity, two modifiable risk factors for non-communicable diseases (NCDs), and to investigate the geographic variability in their association with socio-economic status (SES) and family characteristics in Italian adults. Methods: The Multipurpose Survey on Health Conditions and the Recourse to Health Services (MSHC), 2012/2013 edition, conducted by the National Institute of Statistics was used as data source. The sample for this study included 99,479 interviewed people aged 18 and over, which are representative of about 50 million persons. For the scope of this analysis, data were considered as individuals nested within families within regions and analysed through multilevel models. Results: It was estimated that 39.8% of Italian adults are sedentary, 38.1% are partially active and 22.1% are physically active; 11.3% of Italian adults are obese and the 34.5% are overweight. There was evidence of inverse socio-economic gradient for both sedentariness and body mass index (BMI). There was higher risk of sedentariness for one-parent (odds ratio (OR) = 1.10; 95% confidence interval (CI) = (1.02; 1.20)) and other family types (OR = 1.34; 95% CI = (1.20; 1.48 )) compared with couples with children. Also, the relative variation of BMI was statistically significant for one-parent, one-person and other families (p < 0.05). An increasing north–south gradient was suggested for BMI, but not for sedentariness. Conclusions: Policy interventions could be addressed to reduce BMI levels in the southern area and to encourage physical activity in regions with high sedentariness. The Italian family is the key driver to promote virtuous healthy behaviours.