Accéder directement au contenu Accéder directement à la navigation
Article dans une revue

Combining data from heterogeneous surveys for aggregate exposure Application to children exposure to lead in France

Abstract : To assess human health risks related to the environment, it is necessary to aggregate exposure from multiple sources. The objective of this paper was to propose a relevant approach to combine data from heterogeneous populations and methodologies. Five different methods based on Monte-Carlo simulations were tested and compared. Differences were taking into account or not stratification variable, timeline to assign exposure factors and concentration and way to account for concentration correlations. The methods were applied to estimate lead exposure from food, dust, soil, air, and tap water or French children aged between six months and three years old. Comparing results' uncertainty, it is recommended to 1) select a reference population representative of the target population, 2) select stratification variables to combine surveys, and 3) simulate a new population by randomly sampling individuals in the reference population and simultaneously assigning human exposure factors and environmental concentrations from other surveys in integrating correlations (MC1S). No difference was observed when taking into account correlations using vectors of determinist data from one survey or rank of correlations with the Iman-Conover method. Regardless the methods used to combine data, dust was the main exposure source, followed by soil and in a less extent by food. Exposures from air and tap water were found to be insignificant for most children.
Type de document :
Article dans une revue
Liste complète des métadonnées

https://hal-univ-rennes1.archives-ouvertes.fr/hal-02441217
Déposant : Laurent Jonchère <>
Soumis le : mercredi 15 janvier 2020 - 16:24:55
Dernière modification le : vendredi 5 février 2021 - 03:44:41

Identifiants

Citation

Marie Vanacker, Jessica Tressou, Guillaume Perouel, Philippe Glorennec, Amelie Crépet. Combining data from heterogeneous surveys for aggregate exposure Application to children exposure to lead in France. Environmental Research, Elsevier, 2020, 182, pp.109069. ⟨10.1016/j.envres.2019.109069⟩. ⟨hal-02441217⟩

Partager

Métriques

Consultations de la notice

180