Unravelling the Relationship between Obesity, Density, Accessibility to Public Transport and Green Spaces in Babol City

Abstract

Abstract Due to the high rates of obesity and the lack of research on how the built environment contributes to obesity in Iran, this study aimed to investigate the relationship between density, accessibility to public transport and green spaces, obesity, and related diseases in Babol. Logistic regression was used to analyze data on health indicators such as body mass index (BMI), blood pressure, and diabetes, as well as environmental indicators including population density, residential density, accessibility to bus and taxi stations, the number of stations, the proximity to green spaces, and their proportion. The study found that living in areas with a density of over 120 people per square kilometer reduces the likelihood of being overweight or obese compared to areas with a density of 100 to 120 people. Access to green spaces within a 200-meter radius did not show a significant association with diseases. There was a weak negative relationship between the number of public transportation stations at different distances and body mass index, indicating lower levels of overweight and obesity. Changing from neighborhoods with lower residential densities to higher residential densities reduced the likelihood of developing heart disease and heart disease by about 74% and 44.4%, respectively. The presence of green spaces in neighborhoods had a weak correlation with physical activity and the reduction of obesity and related diseases. Increasing the number of taxi and bus stations from one to three within a 400-meter radius significantly reduced the likelihood of developing high blood pressure by approximately 70% and diabetes by 56.5% within a 200-meter radius. Living within a distance of less than 150 meters from the nearest public transportation station or nodal points was associated with a 51.3% lower probability of developing high blood pressure compared to living within a distance of 300 to 500 meters from public transportation stations.