Observational studyEuropean journal of pediatrics2026
The temporal relationship among socioeconomic vulnerability, dietary intake, and childhood obesity across six European countries: longitudinal results from the Feel4Diabetes-study.
Observational study in European journal of pediatrics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02393872 (Developing and Implementing a Community-based Intervention to Create a More Supportive Social and Physical Environment for Lifestyle Changes to Prevent Diabetes in Vulnerable Families Across Europe.), which is not on this map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Developing and Implementing a Community-based Intervention to Create a More Supportive Social and Physical Environment for Lifestyle Changes to Prevent Diabetes in Vulnerable Families Across Europe.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study aims to examine the temporal relationship between socioeconomic vulnerability, dietary intake, and childhood obesity in European children using longitudinal data; 1,796 parent-child dyads from the control group of the Feel4Diabetes study in six European countries were assessed at baseline (2016) and two follow-ups (2017, 2018). Socioeconomic vulnerability was measured using a cumulative index of parental education, employment, and income security. Children's dietary intake was reported by parents via a food frequency questionnaire, and BMI z-scores were objectively measured. Cross-lagged panel models tested temporal relationships between socioeconomic vulnerability and dietary intake, while moderation analyses assessed if diet moderated the socioeconomic vulnerability-BMI relationship. Higher socioeconomic vulnerability predicted poorer dietary patterns over time, with lower intake of meat (β = - 0.100) and fruits, vegetables, legumes (β = - 0.119), and higher consumption of salty snacks (β = 0.129) and sweets/sweetened beverages (β = 0.084, all p < 0.001). Reverse diet-to-socioeconomic vulnerability associations were mostly non-significant. Meat intake also moderated the baseline socioeconomic vulnerability-BMI association (interaction p < 0.05).
conclusionSocioeconomic vulnerability influences children's dietary habits and contributes to obesity risk over time. These findings underscore the need for public health interventions targeting vulnerable populations to improve diet quality and reduce health disparities.
trial registrationThe Feel4Diabetes-study is registered with the clinical trials registry (NCT02393872), http://clinicaltrials.gov . WHAT IS KNOWN: • Childhood obesity remains a major public health concern, with socioeconomic inequalities influencing both dietary habits and obesity risk. • Previous research has shown associations between socioeconomic status and diet or obesity, but limited evidence exists on their temporal and longitudinal interrelationships in children. WHAT IS NEW: • This study provides longitudinal evidence that socioeconomic vulnerability precedes and predicts unfavourable dietary patterns in children over time. • It demonstrates that these diet-related inequalities contribute to the development of childhood obesity, highlighting a temporal pathway linking socioeconomic vulnerability, diet, and obesity risk.
Indexed as
Identifiers
42747589What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.