Consumption of ultra-processed foods and associated factors in Spanish children aged 8–12 years: a cross-sectional analysis within the INMA cohort study

The consumption of ultra-processed foods (UPF) has been associated with adverse health effects. The predictors of consumption, particularly in high-intake groups like children and adolescents, are scarcely understood. We evaluated UPF consumption and associated factors among male and female Spanish children aged 8–12 years participating in the INMA birth cohort. We cross-sectionally analyzed data from 1565 mother–child pairs at age 8 and 314 pairs at age 12. Children’s diets were assessed using validated food frequency questionnaires. UPF consumption was defined using the NOVA classification and categorized into tertiles. The associations between maternal-child characteristics and children’s UPF consumption were analyzed using multinomial logistic regression to estimate relative risk ratios (RRR) and 95% confidence intervals (95%CI). At age 8, high UPF consumption was associated with low maternal social class, RRR = 2.22 (1.46–3.37), moderate maternal UPF consumption during pregnancy, RRR = 1.87 (1.35–2.58), high maternal UPF consumption during pregnancy, RRR = 3.47 (2.40–4.99), being male, RRR = 1.76 (1.34–2.30), and high children’s TV viewing, RRR = 1.76 (1.19–2.60). At age 12, high UPF consumption was associated with high maternal UPF consumption during pregnancy, RRR = 3.09 (1.27–7.50), and high children’s TV viewing, RRR = 2.34 (1.05–5.21), although it was inversely associated with maternal university education, RRR = 0.21 (0.06–0.69), and high children’s physical activity, RRR = 0.43 (0.20–0.93). Maternal factors such as high UPF consumption during pregnancy, low social class and low education level, and low physical activity and TV watching during childhood and adolescence, were predictors of higher UPF consumption at the age of 8 and 12 years.

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Journal
BMC Public Health
Published
2026-06-18
DOI
https://doi.org/10.1186/s12889-026-28008-6
Primary Topic
Consumer Attitudes and Food Labeling
Type
article
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article

Consumption of ultra-processed foods and associated factors in Spanish children aged 8–12 years: a cross-sectional analysis within the INMA cohort study

Sarah Warkentin, Carolina Ojeda-Belokon, Raquel Soler-Blasco, Martine Vrijheid et al.
BMC Public Health
Consumer Attitudes and Food Labeling
article

Consumption of ultra-processed foods and associated factors in Spanish children aged 8–12 years: a cross-sectional analysis within the INMA cohort study

Sarah Warkentin, Carolina Ojeda-Belokon, Raquel Soler-Blasco, Martine Vrijheid, Ziortza Barroeta, Laura Torres-Collado, Manuela García-de-la-Hera, Laura-María Compañ-Gabucio, Jesus Vioque, Sabrina Llop, Sandra González-Palacios, Guillermo Fernández-Tardón, Alejandro Oncina-Cánovas, Adonina Tardón, Loreto Santa-Marina Rodríguez
article en

Abstract

The consumption of ultra-processed foods (UPF) has been associated with adverse health effects. The predictors of consumption, particularly in high-intake groups like children and adolescents, are scarcely understood. We evaluated UPF consumption and associated factors among male and female Spanish children aged 8–12 years participating in the INMA birth cohort. We cross-sectionally analyzed data from 1565 mother–child pairs at age 8 and 314 pairs at age 12. Children’s diets were assessed using validated food frequency questionnaires. UPF consumption was defined using the NOVA classification and categorized into tertiles. The associations between maternal-child characteristics and children’s UPF consumption were analyzed using multinomial logistic regression to estimate relative risk ratios (RRR) and 95% confidence intervals (95%CI). At age 8, high UPF consumption was associated with low maternal social class, RRR = 2.22 (1.46–3.37), moderate maternal UPF consumption during pregnancy, RRR = 1.87 (1.35–2.58), high maternal UPF consumption during pregnancy, RRR = 3.47 (2.40–4.99), being male, RRR = 1.76 (1.34–2.30), and high children’s TV viewing, RRR = 1.76 (1.19–2.60). At age 12, high UPF consumption was associated with high maternal UPF consumption during pregnancy, RRR = 3.09 (1.27–7.50), and high children’s TV viewing, RRR = 2.34 (1.05–5.21), although it was inversely associated with maternal university education, RRR = 0.21 (0.06–0.69), and high children’s physical activity, RRR = 0.43 (0.20–0.93). Maternal factors such as high UPF consumption during pregnancy, low social class and low education level, and low physical activity and TV watching during childhood and adolescence, were predictors of higher UPF consumption at the age of 8 and 12 years.

BMC Public Health
Universitat de Miguel Hernández d'Elx (ES), University of the Basque Country (ES), Universitat Pompeu Fabra (ES), Gobierno del Principado de Asturias (ES), Instituto de Salud Carlos III (ES), Universidad Nebrija (ES), Hospital Universitari Sant Joan D'Alacant (ES), Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (ES), Barcelona Institute for Global Health (ES)
Zero hunger
Openalex Percentile: Top 6%
Consumer Attitudes and Food Labeling
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