Lakes Tobia, Burkart Katrin
Geography Department, Humboldt-Universität zu Berlin, Unter den Linden 6, 10099, Berlin, Germany.
Department of Environmental Health Science, Mailman School of Public Health, Columbia University in the City of New York, New York, NY, USA.
Int J Health Geogr. 2016 Mar 22;15:12. doi: 10.1186/s12942-016-0041-0.
In recent years, childhood overweight and obesity have become an increasing and challenging phenomenon in Western cities. A lot of studies have focused on the analysis of factors such as individual dispositions and nutrition balances, among others. However, little is known about the intra-urban spatial patterns of childhood overweight and its associations with influencing factors that stretch from an individual to a neighbourhood level. The aim of this paper is to analyse the spatial patterns of childhood obesity in Berlin, and also to explore and test for associations with a complex set of risk factors at the individual, household and neighbourhood levels.
We use data from a survey of 5-6 year-olds that includes health status, height, and weight, as well as several socioeconomic and other risk variables. In addition, we use a set of neighbourhood variables, such as distance, and density measures of parks or fast food restaurants. Our outcome variable is the percentage of children of 5-6 years who were reported overweight or obese in 2012. The aggregated data is available for 60 areas in Berlin. We first analyse the outcome and risk factor data descriptively, and subsequently apply a set of regression analyses to test for associations between reported overweight and obesity, and also individual, household and neighbourhood characteristics.
Our analysis returned a distinct spatial distribution of childhood overweight in Berlin with highest shares in the city centre. Moreover, we were able to identify significant effects regarding the social index, and the percentage of non-German children being obese or overweight; additionally, we identified fast food restaurant density as a possible influencing factor. For the other variables, including the neighbourhood variables, we could not identify a significant association on this aggregated level of analysis.
Our findings confirm the results of earlier studies, in which the social status and percentage of non-German children is very important in terms of the association with childhood overweight and obesity. Unlike many studies conducted in North America, this study did not reveal an influence of neighbourhood variables. We argue that European urban structures differ from North American structures and highlight the need for a more detailed analysis of the association between the neighbourhood environment and the physical activity of children in urban setting.
近年来,儿童超重和肥胖问题在西方城市日益凸显,且颇具挑战性。许多研究聚焦于个体性格和营养平衡等因素的分析。然而,关于城市内部儿童超重的空间模式及其与从个体到社区层面的影响因素之间的关联,我们却知之甚少。本文旨在分析柏林儿童肥胖的空间模式,并探讨和检验其与个体、家庭及社区层面一系列复杂风险因素之间的关联。
我们使用了一项针对5至6岁儿童的调查数据,其中包括健康状况、身高和体重,以及若干社会经济和其他风险变量。此外,我们还使用了一组社区变量,如距离以及公园或快餐店的密度指标。我们的结果变量是2012年报告的5至6岁超重或肥胖儿童的百分比。汇总数据涵盖柏林的60个区域。我们首先对结果和风险因素数据进行描述性分析,随后进行一系列回归分析,以检验报告的超重和肥胖与个体、家庭及社区特征之间的关联。
我们的分析得出柏林儿童超重呈现出明显的空间分布,市中心的比例最高。此外,我们能够确定社会指数以及非德国儿童肥胖或超重百分比的显著影响;此外,我们还确定快餐店密度是一个可能的影响因素。对于其他变量,包括社区变量,在这个汇总分析层面我们未能确定显著关联。
我们的研究结果证实了早期研究的结果,即社会地位和非德国儿童的百分比在与儿童超重和肥胖的关联方面非常重要。与北美进行的许多研究不同,本研究未揭示社区变量的影响。我们认为欧洲城市结构与北美不同,并强调需要更详细地分析城市环境中社区环境与儿童身体活动之间的关联。