Birks, Laura Ellen, van Wel, Luuk, Liorni, Ilaria, Pierotti, Livia, Guxens, Mònica, Huss, Anke, Foerster, Milena, Capstick, Myles, Eeftens, Marloes, El Marroun, Hanan, Estarlich, Marisa, Gallastegi, Mara, Safont, Llúcia González, Joseph, Wout, Santa-Marina, Loreto, Thielens, Arno, Torrent, Maties, Vrijkotte, Tanja, Wiart, Joe, Röösli, Martin, Cardis, Elisabeth, Vermeulen, Roel, Vrijheid, Martine, One Health Chemisch, IRAS OH Epidemiology Chemical Agents, dIRAS RA-2, LS IRAS EEPI ME (Milieu epidemiologie), Laboratoire Traitement et Communication de l'Information (LTCI), Institut Mines-Télécom [Paris] (IMT)-Télécom Paris, Institut Polytechnique de Paris (IP Paris), Chaire Modélisation, Caractérisation et Maîtrise des expositions aux ondes électromagnétiques (C2M), IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique), Institut Mines-Télécom [Paris] (IMT)-Institut Mines-Télécom [Paris] (IMT)-Télécom ParisTech, Département Communications & Electronique (COMELEC), Télécom ParisTech, Public and occupational health, APH - Health Behaviors & Chronic Diseases, APH - Methodology, Amsterdam Reproduction & Development (AR&D), APH - Aging & Later Life, One Health Chemisch, IRAS OH Epidemiology Chemical Agents, dIRAS RA-2, LS IRAS EEPI ME (Milieu epidemiologie), Child and Adolescent Psychiatry / Psychology, Clinical Psychology, and Pediatrics
BACKGROUND: Little is known about radiofrequency electromagnetic fields (RF) from mobile technology and resulting dose in young people. We describe modeled integrated RF dose in European children and adolescents combining own mobile device use and surrounding sources. METHODS: Using an integrated RF model, we estimated the daily RF dose in the brain (whole-brain, cerebellum, frontal lobe, midbrain, occipital lobe, parietal lobe, temporal lobes) and the whole-body in 8358 children (ages 8-12) and adolescents (ages 14-18) from the Netherlands, Spain, and Switzerland during 2012-2016. The integrated model estimated RF dose from near-field sources (digital enhanced communication technology (DECT) phone, mobile phone, tablet, and laptop) and far-field sources (mobile phone base stations via 3D-radiowave modeling or RF measurements). RESULTS: Adolescents were more frequent mobile phone users and experienced higher modeled RF doses in the whole-brain (median 330.4 mJ/kg/day) compared to children (median 81.8 mJ/kg/day). Children spent more time using tablets or laptops compared to adolescents, resulting in higher RF doses in the whole-body (median whole-body dose of 81.8 mJ/kg/day) compared to adolescents (41.9 mJ/kg/day). Among brain regions, temporal lobes received the highest RF dose (medians of 274.9 and 1786.5 mJ/kg/day in children and adolescents, respectively) followed by the frontal lobe. In most children and adolescents, calling on 2G networks was the main contributor to RF dose in the whole-brain (medians of 31.1 and 273.7 mJ/kg/day, respectively). CONCLUSION: This first large study of RF dose to the brain and body of children and adolescents shows that mobile phone calls on 2G networks are the main determinants of brain dose, especially in temporal and frontal lobes, whereas whole-body doses were mostly determined by tablet and laptop use. The modeling of RF doses provides valuable input to epidemiological research and to potential risk management regarding RF exposure in young people.