Objetivo "Anaemia affects two-third of all preschool-aged children in Africa. Malnutrition, malaria and helminth infections are among the main factors contributing to anaemia in this age group, however their relative contribution across the continent is not well understood. Spatially explicit estimates of anaemia risk are important measures of child morbidity and mortality.The goal of the project is to develop Bayesian geostatistical methodology for very large, non-stationary data and employ it to (i) determine the relative contribution of malaria, helminth infections and malnutrition on anaemia and severe anaemia burden among pre-school children; (ii) obtain spatially explicit estimates of the risk of anaemia, severe anaemia and number of affected children; (iii) characterize co-endemicity patterns of anaemia, malaria, helminth infection and malnutrition; and (iv) quantify the contribution of severe anaemia to child mortality.This research will contribute novel statistical methodologies in (i) spatial analysis of very large non-stationary geostatistical data, (ii) variable selection within a non-stationary model for very large geostatistical data, (iii) modelling disease co-endemicity from spatially misaligned surveys arising from independent regression models and (iv) meta-analyses of heterogeneous large spatial data by coupling geostatistical with mathematical transmission models.Applications of geostatistical methodology will help optimising interventions to combat anaemia by generating (i) the first anaemia risk map and number of affected preschool children across Africa which will guide efficient allocation of nutrient supplements and fortified foods; (ii) anaemia co-endemicity maps and estimates of the relative contribution of anaemia risk factors to design integrated interventions based on local conditions; and (ii) estimates of the anaemia-related mortality across Africa." Ámbito científico medical and health scienceshealth sciencesinfectious diseasesmalariasocial sciencessociologydemographymortality Programa(s) FP7-IDEAS-ERC - Specific programme: "Ideas" implementing the Seventh Framework Programme of the European Community for research, technological development and demonstration activities (2007 to 2013) Tema(s) ERC-AG-LS7 - ERC Advanced Grant - Diagnostic tools, therapies and public health Convocatoria de propuestas ERC-2012-ADG_20120314 Consulte otros proyectos de esta convocatoria Régimen de financiación ERC-AG - ERC Advanced Grant Institución de acogida SCHWEIZERISCHES TROPEN UND PUBLIC HEALTH INSTITUT Aportación de la UE € 2 494 800,00 Dirección KREUZSTRASSE 2 4123 Allschwil Suiza Ver en el mapa Región Schweiz/Suisse/Svizzera Nordwestschweiz Basel-Landschaft Tipo de actividad Research Organisations Contacto administrativo Stefan Moergeli Investigador principal Penelope Vounatsou (Prof.) Enlaces Contactar con la organización Opens in new window Sitio web Opens in new window Coste total Sin datos Beneficiarios (1) Ordenar alfabéticamente Ordenar por aportación de la UE Ampliar todo Contraer todo SCHWEIZERISCHES TROPEN UND PUBLIC HEALTH INSTITUT Suiza Aportación de la UE € 2 494 800,00 Dirección KREUZSTRASSE 2 4123 Allschwil Ver en el mapa Región Schweiz/Suisse/Svizzera Nordwestschweiz Basel-Landschaft Tipo de actividad Research Organisations Contacto administrativo Stefan Moergeli Investigador principal Penelope Vounatsou (Prof.) Enlaces Contactar con la organización Opens in new window Sitio web Opens in new window Coste total Sin datos