Arid
DOI10.3390/ijgi12030134
Measuring and Mapping Physical Activity Disparity (PAD) Index Based on Physical Activity Environment for Children
Yang, Jue; Mu, Lan; Rajbhandari-Thapa, Janani
通讯作者Mu, L
来源期刊ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION
EISSN2220-9964
出版年2023
卷号12期号:3
英文摘要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.
英文关键词children physical activity environment Physical Activity Disparity (PAD) index GIS self-organizing map
类型Article
语种英语
开放获取类型gold
收录类别SCI-E
WOS记录号WOS:000956474900001
WOS关键词BUILT-ENVIRONMENT ; HEALTH ; ACCESSIBILITY ; ATTRIBUTES ; FRAMEWORK ; YOUTH
WOS类目Computer Science, Information Systems ; Geography, Physical ; Remote Sensing
WOS研究方向Computer Science ; Physical Geography ; Remote Sensing
资源类型期刊论文
条目标识符http://119.78.100.177/qdio/handle/2XILL650/397077
推荐引用方式
GB/T 7714
Yang, Jue,Mu, Lan,Rajbhandari-Thapa, Janani. Measuring and Mapping Physical Activity Disparity (PAD) Index Based on Physical Activity Environment for Children[J],2023,12(3).
APA Yang, Jue,Mu, Lan,&Rajbhandari-Thapa, Janani.(2023).Measuring and Mapping Physical Activity Disparity (PAD) Index Based on Physical Activity Environment for Children.ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION,12(3).
MLA Yang, Jue,et al."Measuring and Mapping Physical Activity Disparity (PAD) Index Based on Physical Activity Environment for Children".ISPRS INTERNATIONAL JOURNAL OF GEO-INFORMATION 12.3(2023).
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