基于儿童体育活动环境的体育活动差异指数测量与制图

Jue Yang, Lan Mu, Janani Rajbhandari-Thapa
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引用次数: 0

摘要

体育活动对儿童的身心健康起着至关重要的作用。建筑、自然和社会人口环境变量以各种方式影响儿童的PA行为。然而,很少有研究通过系统地测量环境空间性来加强生态环境研究。我们提出了儿童体育活动获取差距指数(PAD)。本研究旨在设计、测试和应用一种综合方法来评估儿童PAD指数。我们采用医疗保健“获取”的五个维度来衡量美国(US)和佐治亚州县级儿童PAD指数。PAD指数将18项环境指标和23个变量分为儿童PA的可达性、可用性、住宿、可负担性和可接受性(5个a)。我们使用自组织映射(SOM)方法来测量5个a对PAD指数值的影响。根据结果,儿童PAD指数的排名从0到1归一化,并使用不同的5个a组合确定了美国和格鲁吉亚的“游戏绿洲”到“游戏沙漠”。儿童PAD指数在美国北部和沿海地区差异较小,而在南方腹地各州差异较大。此外,PAD指数在格鲁吉亚北部和南部显示出低差距和高差距。PAD指数为研究人员和政策制定者分析儿童“获得”PA环境的差异提供了一个有价值的工具。灵活的参数和称重方案也扩展了方法的通用性,允许用户根据当地的偏好和条件定制PAD指数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Measuring and Mapping Physical Activity Disparity (PAD) Index Based on Physical Activity Environment for Children
Physical activity (PA) plays a vital role in children’s physical and mental health. The built, natural, and socio-demographic environmental variables affect children’s PA behaviors in various ways. However, few studies focus on systematically measuring the environmental spatiality to enhance PA research. We propose a Physical activity Access Disparity (PAD) index for children. This study aims to design, test, and apply an integrated approach to the children’s PAD index. We adopt five dimensions of “access” to healthcare to measure the children’s PAD index for the United States (US) and the state of Georgia at the county level. The PAD index sorts 18 environmental measures with 23 variables into accessibility, availability, accommodation, affordability, and acceptability (5 As) for children’s PA. We use the self-organizing map (SOM) method to measure how the 5 As affect the PAD index values. According to the result, the children’s PAD index’s ranking normalizes from 0 to 1 and identifies “play oases” to “play deserts” in the US and Georgia using diverse 5 As combinations. The children’s PAD index shows Low disparity in the north and coastal region and High disparity in Deep South states in the US. Moreover, the PAD index shows Low disparity and High disparity in the north and south of Georgia. The PAD index provides a valuable tool for researchers and policymakers to analyze disparity in children’s “access” to the PA environment. The flexible parameters and the weighing scheme also extend the method’s generality and allow users to customize the PAD index based on local preferences and conditions.
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