The Association between Greenness and Urbanization Level with Weight Status among Adolescents: New Evidence from the HBSC 2018 Italian Survey

Int J Environ Res Public Health. 2022 May 12;19(10):5897. doi: 10.3390/ijerph19105897.

Abstract

Recent studies have examined how the environment can influence obesity in young people. The research findings are conflicting: in some studies, green spaces have shown a protective association with obesity and urbanization has turned out to worsen this condition, while other studies contradicted these results. The aim of the study was to examine the relationships between greenness, urbanization, and weight status among Italian adolescents. Student data (11-13 years old) on weight and height, physical activity (PA), and demographic characteristics were extracted from the 2018 Health Behaviour in School-aged Children (HBSC) survey in Piedmont, Northwest of Italy. Data on Normalized Difference Vegetation Index (NDVI) and urbanization were obtained from satellite images and the National Institute of Statistics (ISTAT). A multilevel regression model was used to assess the association between NDVI, urbanization, and obesity, controlling for PA. Students living in greener areas reported a lower likelihood of being obese [OR = 0.11, 95% CI 0.02-0.56, p = 0.007], while students living in areas with a higher level of urbanization showed a significantly increased risk of obesity [OR = 2.3, 95% CI:1.14-4.6, p = 0.02]. Living surrounded by higher amounts of greenness and lower levels of urbanization may positively influence health status through lower risk of obesity among youth.

Keywords: adolescence; health promotion; normalized difference vegetation index (NDVI); obesity; physical activity; public health; urbanization.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Body Mass Index
  • Child
  • Cross-Sectional Studies
  • Humans
  • Obesity* / epidemiology
  • Schools
  • Urbanization*

Grants and funding

The Italian HBSC survey is promoted and funded by the Ministry of Health/National Centre for Disease Prevention and Control (CCM) and the Italian National Institute of Health (CCM-Gestione trasferimento progressivo sorveglianze (26 May 2016–31 December 2017)).