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The burden of childhood overweight and obesity attributable to ambient air pollution and a lack of urban green spaces (UGS) remains unknown. This study aimed to estimate the attributable cases of childhood overweight and obesity due to air pollution and insufficient UGS exposure in Barcelona, Spain. We applied a quantitative health impact assessment approach. We collected childhood overweight and obesity prevalence levels and exposure data from 69 spatial basic health zones in Barcelona. We estimated particulate matter (PM 2.5 ) and nitrogen dioxide (NO 2 ) levels using land use regression models, normalized difference vegetation index (NDVI) levels using remote sensing and percentage of green area (%GA) using land use. We estimated relative risks, population attributable fractions, and preventable overweight/obesity cases in children under following scenarios: Compliance of World Health Organization (WHO) air quality guidelines (AQGs) for (1) PM 2.5 and (2) NO 2 ; achieving (3) city-target NDVI levels and (4) 25% green area (%GA) recommendations. The analyses were stratified by socioeconomic deprivation index (in quintiles). Uncertainty was quantified using Monte Carlos simulations. Compliance of WHO AQGs could prevent 0.4% 253 (95%CI, -604; 1086) and 4.2% 3000 (95%CI, 1009; 4943) of childhood overweight/obesity cases due to excess PM 2.5 and NO 2 levels in Barcelona, respectively. Compliance of NDVI and %GA targeted levels could prevent 6% 4094 (95%CI, 1698; 6379) and 10% 6853 (95%CI, 1440; 12779) of childhood overweight/obesity cases respectively. The preventable burdens of childhood overweight/obesity cases were slightly higher in middle-class socioeconomic areas due to the higher adverse exposure levels at baseline (high air pollution, less UGS). Compliance with WHO AQGs and achieving UGS targets can reduce childhood overweight and obesity levels in Barcelona, and potentially in other locations as well. This underscores the need for policies that foster healthier urban environments of high environmental quality in order to protect child health. • Reduce air pollution and increase green spaces could reduce childhood obesity levels in Barcelona. • WHO air quality compliance could prevent 4.6% of childhood obesity cases. • Achieving green space targets could prevent up to 10% of childhood obesity cases. • Middle-class areas show higher preventable obesity due to adverse exposures levels. • Policies needed for healthier urban environments to protect child health
Khanh et al. (Tue,) studied this question.