# Socioeconomic Vulnerability and Its Associations With Dietary Patterns and Obesity Degree Among Children in Families Across Six European Countries: The Feel4Diabetes‐Study

**Authors:** Lubna Mahmood, Luis A. Moreno, Peter Schwarz, Lieven Annemans, Greet Cardon, Soukaina Hilal, Imre Rurik, Violeta Iotova, Natalya Usheva, Tsvetalina Tankova, Costas Anastasiou, Yannis Manios, Esther M. Gonzalez‐Gil, Jaana Lindström, Jaana Lindström, Konstantinos Makrilakis, Winne Ko, Kalliopi Karatzi, Odysseas Androutsos, George Moschonis, Spyridon Kanellakis, Christina Mavrogianni, Konstantina Tsoutsoulopoulou, Christina Katsarou, Eva Karaglani, Irini Qira, Efstathios Skoufas, Konstantina Maragkopoulou, Antigone Tsiafitsa, Irini Sotiropoulou, Michalis Tsolakos, Effie Argyri, Mary Nikolaou, Eleni‐Anna Vampouli, Christina Filippou, Kyriaki Apergi, Amalia Filippou, Gatsiou Katerina, Efstratios Dimitriadis, Jaana Lindström, Tiina Laatikainen, Katja Wikström, Jemina Kivelä, Päivi Valve, Esko Levälahti, Eeva Virtanen, Tiina Pennanen, Seija Olli, Karoliina Nelimarkka, Vicky Van Stappen, Nele Huys, Ruben Willems, Samyah Shadid, Patrick Timpel, Konstantinos Makrilakis, Stavros Liatis, George Dafoulas, Christina‐Paulina Lambrinou, Angeliki Giannopoulou, Winne Ko, Ernest Karuranga, Luis Moreno, Fernando Civeira, Gloria Bueno, Pilar De Miguel‐Etayo, María L. Miguel‐Berges, Natalia Giménez‐Legarre, Paloma Flores‐Barrantes, Aleli M. Ayala‐Marín, Miguel Seral‐Cortés, Lucia Baila‐Rueda, Ana Cenarro, Estíbaliz Jarauta, Rocío Mateo‐Gallego, Natalia Usheva, Kaloyan Tsochev, Nevena Chakarova, Sonya Galcheva, Rumyana Dimova, Yana Bocheva, Zhaneta Radkova, Vanya Marinova, Yuliya Bazdarska, Tanya Stefanova, Timea Ungvari, Zoltán Jancsó, Anna Nánási, László Kolozsvári, Csilla Semánova, Éva Bíró, Emese Antal, Sándorné Radó, Remberto Martinez, Marcos Tong

PMC · DOI: 10.1111/ijpo.70072 · Pediatric Obesity · 2026-01-20

## TL;DR

This study shows that children from lower socioeconomic backgrounds in Europe are more likely to have poor diets and higher obesity rates.

## Contribution

The study identifies cumulative socioeconomic vulnerabilities as a key factor in childhood dietary patterns and obesity across six European countries.

## Key findings

- Higher socioeconomic vulnerability is linked to lower fruit and vegetable intake in children.
- Children with high vulnerability have nearly four times higher odds of being overweight or obese.
- Public health programs should target families with high socioeconomic vulnerability to prevent childhood obesity.

## Abstract

Previous studies suggest that children from lower socioeconomic status may be at higher risk of unhealthy eating. This study aims to examine the cumulative socioeconomic vulnerabilities and their association with dietary patterns and obesity levels in European children.

A total of 9664 parent‐child dyads (79% mothers; 50.8% girls) from six European countries participated in the study. Families provided baseline information on energy balance‐related behaviours and socioeconomic factors through questionnaires. Children's dietary habits were evaluated using semi‐quantitative food frequency questionnaires, and anthropometric data were collected. Vulnerabilities were quantified through a composition of variables based on household income, parental education and employment. Multivariable and logistic regression analyses were performed.

The study found significant associations between socioeconomic vulnerability and children's dietary habits and body mass index. Higher vulnerability was linked to a lower probability of fruit and vegetable intake, and a higher probability of consuming red meat, and energy‐dense snacks. Children with the highest vulnerability had nearly four times higher odds of overweight/obesity (OR = 3.82, 95% CI: 3.05–4.76).

The findings of this study indicate that European children from families with a high socioeconomic vulnerability tend to have an unhealthy dietary profile and a higher degree of obesity. Therefore, public health programs should prioritise families facing high socioeconomic vulnerabilities promoting healthy eating to prevent childhood obesity at early stages.

Clinical trials registry http://clinicaltrials.gov: NCT02393872

## Full-text entities

- **Diseases:** overweight (MESH:D050177), Obesity (MESH:D009765), unhealthy eating (MESH:D001068)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

46 references — full list in the complete paper: https://tomesphere.com/paper/PMC12818963/full.md

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Source: https://tomesphere.com/paper/PMC12818963