Warwick Institute for the Science of Cities, Department of Computer Science, University of Warwick, Coventry, UK.
Department of Politics and International Studies, University of Warwick, Coventry, UK.
Public Health Nutr. 2023 Sep;26(9):1815-1827. doi: 10.1017/S1368980023000952. Epub 2023 Jun 5.
Physical access to food may affect diet and thus obesity rates. We build upon existing work to better understand how socio-economic characteristics of locations are associated with childhood overweight.
Using cross-sectional design and publicly available data, the study specifically compares rural and urban areas, including interactions of distance from supermarkets with income and population density.
We examine cross-sectional associations with obesity prevalence both in the national scale and across urban and rural areas differing in household wealth.
Children in reception class (aged 4-5) from all state-maintained schools in England taking part in the National Child Measurement Programme ( 6772).
Income was the main predictor of childhood obesity (adj. R-sq=.316, p<.001), whereas distance played only a marginal role (adj. R-sq=.01, p<.001). In urban areas, distance and density correlate with obesity directly and conditionally. Urban children were slightly more obese, but the opposite was true for children in affluent areas. Association between income poverty and obesity rates was stronger in urban areas (7·59 %) than rural areas (4·95 %), the former which also showed stronger association between distance and obesity.
Obesogenic environments present heightened risks in deprived urban and affluent rural areas. The results have potential value for policy making as for planning and targeting of services for vulnerable groups.
食物的实际可获得性可能会影响饮食,从而影响肥胖率。本研究在已有研究的基础上,进一步探讨了地点的社会经济特征与儿童超重之间的关系。
本研究采用横断面设计和公开可用的数据,专门比较了农村和城市地区,包括超市距离与收入和人口密度的相互作用。
我们在全国范围内以及在贫富家庭差异较大的城乡地区,检查了与肥胖流行率的横断面关联。
来自英格兰所有国立学校的 Reception 年级(4-5 岁)儿童参加了全国儿童测量计划(共 6772 人)。
收入是儿童肥胖的主要预测因素(adj. R-sq=.316,p<.001),而距离仅起次要作用(adj. R-sq=.01,p<.001)。在城市地区,距离和密度与肥胖呈直接和条件相关。城市儿童略微肥胖,但富裕地区的儿童则相反。在城市地区(7.59%),收入贫困与肥胖率之间的关联比农村地区(4.95%)更强,城市地区的距离与肥胖之间的关联也更强。
在贫困的城市和富裕的农村地区,肥胖相关的环境带来了更高的风险。这些结果对于制定政策具有潜在价值,有助于规划和针对弱势群体的服务。