Urbanicity and socioeconomic status are jointly associated with ultra-processed food consumption
Year: 2026
Type: article
Study design: Observational Study
Abstract: Background Dietary behaviours may vary by urbanicity and socioeconomic status (SES), but evidence on their joint association with ultra-processed food (UPF) consumption is limited. We examined differences in UPF intake across combined urbanicity–SES categories in a large Italian cohort. Methods Cross-sectional data from 21,836 adults in the Moli-sani cohort (enrolled 2005–2010) were analysed. Dietary intake was assessed using the Nova classification system, and the energy contribution of UPFs was estimated. Participants were classified according to area of residence (urban/rural) and a composite index of socioeconomic disadvantage; these variables were combined to define four urbanicity–SES categories. Multivariable general linear models were used to estimate adjusted means and 95% confidence intervals (CI) of UPF intake across exposure groups, controlling for potential confounders. Results UPF intake (% kcal) was highest among urban non-disadvantaged participants (n = 10,562; 20.3 %kcal; 95%CI: 20.1–20.6), followed by rural non-disadvantaged (n = 3927; 19.3; 95%CI: 19.0–19.6), urban disadvantaged (n = 4169; 18.9; 95%CI: 18.6–19.2), and lowest among rural disadvantaged individuals (n = 3178; 17.679; 95%CI: 17.4–18.0). All pairwise comparisons between categories were statistically significant (all p < 0.05), indicating distinct patterns of UPF consumption across different urbanicity–SES strata. The strongest difference was observed between urban non-disadvantaged and rural disadvantaged participants (mean difference=2.6; 95%CI: 2.3–2.9). Conclusions UPF consumption differed across groups defined by urbanicity and socioeconomic status. The highest intake was observed among urban non-disadvantaged participants, whereas the lowest was found among rural disadvantaged individuals. These findings suggest that both urban context and socioeconomic conditions should be considered in public health strategies aimed at reducing UPF consumption. Key messages • UPF consumption differs across groups defined by urbanicity and socioeconomic status, with the highest intake observed in urban non-disadvantaged participants • Public health actions aimed at improving diet quality should consider both urban food environments and socioeconomic conditions
Language: English
Field: Medicine
Domain: Health Sciences
Open Access status: gold
Estimated APC paid: $3,181
OpenAlex ID: W7223698092
