ESICRI · Effects of Socio-economic Inequalities in Childhood Respiratory Infections
Horizon Europe — Marie Skłodowska-Curie Actions
- Duration
- 2024-04-01 → 2026-03-31
- EU contribution
- €230,774
- Participants
- 2
- Scheme
- HORIZON-TMA-MSCA-PF-EF
Lines connect the coordinator with its partners.
Results in brief
Effects of Socio-economic Inequalities in Childhood Respiratory Infections
Respiratory infections (RIs) are the most common health problem in childhood, yet substantial inequalities in their burden persist across Europe. Children from disadvantaged socio-economic circumstances experience higher risks of severe RI outcomes, including hospitalisation, but the causal pathways underlying these inequalities remain poorly understood. Addressing this knowledge gap is essential for designing effective and equitable public health interventions. The Effects of Socio-economic Inequalities in Childhood Respiratory Infections (ESICRI) project aims to quantify and explain socio-economic inequalities in childhood RIs across Europe using the EU Child Cohort Network (EUCCN), which includes harmonised data on more than 200,000 children from 16 birth cohorts. Leveraging recent advances in federated analysis through DataSHIELD, ESICRI will conduct privacy-preserving multi-cohort analyses to investigate how social conditions and early-life risk factors jointly shape infection risk. The project has two main research objectives: (1) to characterise social and geographic patterns in childhood respiratory infections across Europe, and (2) to determine whether early-life environmental, behavioural, and psychosocial factors mediate the relationship between socio-economic circumstances and RI outcomes. ESICRI will address these objectives through three integrated work packages. First, large-scale federated epidemiological analyses will quantify inequalities in upper and lower respiratory tract infections and test interactions between socio-economic indicators and early-life exposures. Second, the project will develop dsMediation, a novel open-source DataSHIELD package enabling privacy-preserving multi-cohort causal mediation analysis. Third, the new functionality will be used to identify and quantify mediating pathways linking socio-economic disadvantage to childhood RIs. Methodologically, ESICRI goes beyond the state of the art by combining life-course epidemiology, causal inference, and federated analytics in a uniquely large European dataset. The project will implement both one-stage and two-stage individual participant data meta-analyses and apply counterfactual mediation methods within a secure distributed computing environment. Gender differences will be explicitly examined through adjustment and stratified analyses. ESICRI will deliver the first large-scale European evidence on mechanisms driving socio-economic inequalities in childhood respiratory infections and will provide the research community with a reusable open-source tool for federated mediation analysis. The findings could potentially be used to inform European policies aimed at reducing child health inequalities and improving early-life infection prevention strategies.
Data: CORDIS, © European Union
Project objective
Social determinants like parental education and household income have an important contribution to the high burden of respiratory infections in children. Children from dissadvantage backgrounds tend to suffer from a higher disease burden than their more advantaged peers and are more likely to experience illness and disability as a result. The pathways through which social determinants influence childhood respiratory infections are complex and inter-related, but in general are driven by differences in exposure and susceptibility to risk factors for respiratory infections that are influenced by the conditions in which children grow up. However, there is surprisingly little evidence in the literature on the mechanisms underlying the association between social inequalities and childhood infections and their interaction with other early-life risk factors (e.g., behaviours, lifestyle, environmental conditions, etc). The purpose of this project is to explore the social, geographic, and cultural patterns, and the pathways that relate social characteristics, early-life risk factors and childhood respiratory infections in order to understand the burden of such infections in children in Europe. Understanding these patterns and pathways is vital to inform preventative policy and help reduce the unequal child health differences through effective public health interventions. The project will use existing data from the EU Child Cohort Network on over 200,000 children from 16 European birth cohorts and a novel open-source infrastructure called DataSHIELD, that allows federated analysis of data from multiple cohorts without the need of sharing the participant level data. The primary goal of the project is to provide crucial insights into the role of social determinants and early-life stressors in childhood respiratory infections with the aim to inform EU policies. The secondary goal is to provide to the research community an open-source tool for federated mediation analysis.
Original text from CORDIS.
Participants
Links
- View on CORDIS
- DOI: 10.3030/101106261
- https://ec.europa.eu/research/participants/documents/downloadPublic?documentIds=080166e512766de4&appId=PPGMS
- https://ec.europa.eu/research/participants/documents/downloadPublic?documentIds=080166e529ccf06b&appId=PPGMS
Data: CORDIS, © European Union
