Visualising Combined Time Use Patterns of Children's Activities and Their Association with Weight Status and Neighbourhood Context

被引:4
作者
Zhao, Jinfeng [1 ]
Mackay, Lisa [2 ]
Chang, Kevin [3 ]
Mavoa, Suzanne [4 ]
Stewart, Tom [2 ]
Ikeda, Erika [2 ]
Donnellan, Niamh [1 ]
Smith, Melody [1 ]
机构
[1] Univ Auckland, Sch Nursing, Auckland 1023, New Zealand
[2] Auckland Univ Technol, Sch Sport & Recreat, Auckland 0627, New Zealand
[3] Univ Auckland, Dept Stat, Auckland 1010, New Zealand
[4] Univ Melbourne, Melbourne Sch Populat & Global Hlth, Melbourne, Vic 3010, Australia
基金
英国医学研究理事会;
关键词
time use; accelerometer data; physical activity; sedentary behaviour; sleep; neighbourhood context; weight status; school children; compositional analysis; visualisation; PHYSICAL-ACTIVITY; CHILDHOOD OBESITY; SEDENTARY BEHAVIOR; GEOVISUALIZATION; ENVIRONMENTS; DEPRIVATION; OVERWEIGHT; AUCKLAND; IMPACT; SLEEP;
D O I
10.3390/ijerph16050897
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Compositional data techniques are an emerging method in physical activity research. These techniques account for the complexities of, and interrelationships between, behaviours that occur throughout a day (e.g., physical activity, sitting, and sleep). The field of health geography research is also developing rapidly. Novel spatial techniques and data visualisation approaches are increasingly being recognised for their utility in understanding health from a socio-ecological perspective. Linking compositional data approaches with geospatial datasets can yield insights into the role of environments in promoting or hindering the health implications of the daily time-use composition of behaviours. The 7-day behaviour data used in this study were derived from accelerometer data for 882 Auckland school children and linked to weight status and neighbourhood deprivation. We developed novel geospatial visualisation techniques to explore activity composition over a day and generated new insights into links between environments and child health behaviours and outcomes. Visualisation strategies that integrate compositional activities, time of day, weight status, and neighbourhood deprivation information were devised. They include a ringmap overview, small-multiple ringmaps, and individual and aggregated time-activity diagrams. Simultaneous visualisation of geospatial and compositional behaviour data can be useful for triangulating data from diverse disciplines, making sense of complex issues, and for effective knowledge translation.
引用
收藏
页数:16
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