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削减地方当局在文化、环境和规划服务方面的支出对英格兰儿童肥胖不平等状况的影响:一项纵向生态研究。

Impact of cuts to local authority spending on cultural, environmental and planning services on inequalities in childhood obesity in England: A longitudinal ecological study.

机构信息

Department of Public Health, Policy & Systems, University of Liverpool, UK.

Department of Public Health, Policy & Systems, University of Liverpool, UK.

出版信息

Health Place. 2023 Mar;80:102999. doi: 10.1016/j.healthplace.2023.102999. Epub 2023 Mar 14.

Abstract

BACKGROUND

Almost 20% of children in England are living with obesity by the end of primary school, with marked and growing inequalities driven by increasing prevalence in more deprived areas. Neighbourhood environments are upstream determinants of childhood weight status. Cultural, Environmental and Planning (CEP) services delivered by local authorities (LAs) in England include various services that contribute to these local environments, e.g. leisure centres, parks, playgrounds, libraries, community safety and environmental protection. Children in deprived areas potentially benefit most from the provision of these universal services. Spending on CEP services has been cut dramatically over the past decade, especially in more deprived areas. Given the potential link between these services and childhood obesity, we examined whether recent cuts in LA spending on CEP services are associated with trends and inequalities in obesity.

METHODS

We compiled annual data (2009-2017) on CEP spending in 324 LAs in England, from Ministry of Housing, Communities and Local Government reports. Obesity prevalence data for Year 6 children were obtained from the National Child Measurement Programme, for LAs and Middle-layer Super Output Areas (MSOAs). Following descriptive and pooled OLS analyses, we used fixed effects panel regression to estimate associations between CEP spending and obesity prevalence, within LAs over time, adjusting for potential confounding by local economic conditions and spending on other public services. Final models included an interaction term between area deprivation (2015 IMD) and year to account for differential background trends in obesity across deprivation levels. We tested for effect modification by deprivation and, using MSOA-level obesity data, explored associations between spending and within-LA obesity inequalities.

RESULTS

In unadjusted pooled OLS analyses, areas with higher CEP spending had higher prevalence of obesity, reflecting the strong social gradient in childhood obesity and the higher levels of central government funding allocated to more deprived areas. Deprivation, other spend, and local economic conditions explained this relationship. In the fixed effects analysis, designed to isolate average within-area change in obesity associated with changing spend, we observed a 0.10 percentage point increase in obesity prevalence for each 10% reduction in spend (95%CI: 0.04,0.15; p < 0.001), but this disappeared after accounting for differential background trends in obesity across deprivation levels (-0.02; 95%CI: 0.07,0.03; p = 0.39). Similar results were observed for obesity inequalities, although sensitivity analyses suggest spending on Environmental Services in particular may affect inequalities in urban local authorities.

CONCLUSIONS

CEP spending levels may influence local childhood obesity risk, but the increasing prevalence and widening inequalities in obesity of the past decade seem to have been driven mainly by factors other than CEP spending cuts, that are also unevenly distributed across deprivation levels. The influence of specific services might be obscured by grouping CEP services for analysis.

摘要

背景

在英国,几乎有 20%的小学生存在肥胖问题,而且在贫困地区,这种情况越来越严重,不平等现象也越来越明显。邻里环境是儿童体重状况的上游决定因素。英格兰地方当局(LA)提供的文化、环境和规划(CEP)服务包括各种有助于这些当地环境的服务,例如休闲中心、公园、游乐场、图书馆、社区安全和环境保护。贫困地区的儿童可能从这些普遍服务的提供中受益最多。在过去的十年中,CEP 服务的支出大幅削减,尤其是在贫困地区。鉴于这些服务与儿童肥胖之间存在潜在联系,我们研究了 LA 在 CEP 服务上的支出最近削减是否与肥胖趋势和不平等现象有关。

方法

我们从住房、社区和地方政府部的报告中汇编了英格兰 324 个 LA 的 CEP 支出的年度数据(2009-2017 年)。从全国儿童测量计划中获取了六年级儿童肥胖的流行率数据,该计划针对 LA 和中层超级输出区(MSOAs)。在进行描述性和汇总 OLS 分析后,我们使用固定效应面板回归来估计 CEP 支出与肥胖流行率之间的关联,这些关联在 LA 内部随时间变化,同时考虑了当地经济状况和其他公共服务支出的潜在混杂因素。最终模型包括了区域贫困(2015 IMD)和年份的交互项,以说明贫困程度不同的地区肥胖流行率的背景趋势差异。我们检验了贫困程度的调节作用,并使用 MSOA 层面的肥胖数据,探索了支出与 LA 内部肥胖不平等之间的关联。

结果

在未调整的汇总 OLS 分析中,CEP 支出较高的地区肥胖流行率较高,这反映了儿童肥胖的强烈社会梯度,以及中央政府向贫困地区分配的更高水平的资金。贫困程度、其他支出和当地经济状况解释了这种关系。在旨在分离与支出变化相关的肥胖平均区内变化的固定效应分析中,我们观察到支出每减少 10%,肥胖流行率就会增加 0.10 个百分点(95%CI:0.04,0.15;p<0.001),但在考虑到贫困程度不同的地区肥胖流行率的背景趋势差异后,这种关联就消失了(-0.02;95%CI:0.07,0.03;p=0.39)。肥胖不平等方面也观察到了类似的结果,尽管敏感性分析表明,特别是环境服务方面的支出可能会影响城市地方当局的肥胖不平等。

结论

CEP 支出水平可能会影响当地儿童肥胖的风险,但过去十年中肥胖的流行率不断上升和不平等现象不断扩大,似乎主要是由 CEP 支出削减以外的因素驱动的,这些因素在贫困程度上的分布也不均衡。将 CEP 服务分组进行分析可能会掩盖特定服务的影响。

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