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Assessment of Child Anthropometry in a Large Epidemiologic Study
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儿童肥胖群体与社会经济不平等相关的空间模式
Orit Mazza1,2, Chemda Gluck1, Amir Haim1,3
1Loewenstein Rehabilitation Medical Center, Raanana, Israel.
Frontiers in public health
|September 4, 2025
概括
地理分析显示,儿童肥胖与中东地区的社会经济和人口因素有关. 了解这些空间模式对于公共卫生干预至关重要.
科学领域:
- 公共卫生
- 流行病学
- 地理信息系统 (GIS)
背景情况:
- 儿童肥胖是一个全球性健康问题,
- 社会经济因素是儿童肥胖率的关键决定因素.
- 地理分析可以识别儿童肥胖的空间模式和群体.
研究的目的:
- 确定儿童肥胖率较高和较低的地理区域.
- 研究儿童肥胖与社会经济/人口因素之间的空间关联.
- 了解地理环境在儿童肥胖中的作用.
主要方法:
- 用集群分析和空间自相关性 (莫兰的I) 来确定肥胖热点.
- 在热点分析中使用了 Getis-Ord G* 统计数据.
- 地方地理加权回归 (GWR) 和多尺度GWR (MGWR) 模拟了肥胖与社会经济/人口变量之间的关系.
主要成果:
- 发现了显著的儿童肥胖的空间集群.
- GWR和MGWR模型显示出高解释力 (R平方高达96. 4%) 和显著的局部效应.
- 关键预测因素包括平均教育年限,家庭规模和社会经济指数,并观察到空间异质性.
结论:
- 地理技术有效地揭示了儿童肥胖的空间模式.
- 这项研究首次将儿童肥胖群与中东的社会经济/人口因素联系起来.
- 调查结果强调了儿童肥胖的空间依赖性,异质性和直接环境的重要性,其模式因国家收入水平而异.
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