Accuracy of buffers and self-drawn neighbourhoods in representing adolescent GPS measured activity spaces: An exploratory study

Type of content
Journal Article
Thesis discipline
Degree name
Publisher
Elsevier BV
Journal Title
Journal ISSN
Volume Title
Language
en
Date
2021
Authors
Christensen A
Griffiths C
Gorse G
Radley D
Hobbs, M.
Abstract

Background: There continues to be a lack of understanding as to the geographical area at which the environment exerts influence on behaviour and health. This exploratory study compares different potential methods of both researcher- and participant-defined definitions of neighbourhood reflect an adolescent’s activity space. Methods: Seven consecutive days of global positioning system (GPS) tracking data were collected at 15 second intervals using a small exploratory adolescent sample of 14–18 year olds (n=69) in West Yorkshire, England. A total of 304,581 GPS tracking points were collected and compared 30 different definitions of researcher-defined neighbourhoods including radial, network and ellipse buffers at 400m, 800m, 1000m, 1600m and 3000m, as well as participant36 defined self-drawn neighbourhoods. Results: This exploratory study supports emerging evidence cautioning against the use of static neighbourhood definitions for defining exposure. Traditional buffers (network and radial) capture at most 67% of activity space (home radial), and at worst they captured only 3.5% (school network) and range from capturing between 3-88% of total time. Similarly, self-drawn neighbourhoods captured only 10% of actual daily movement. Interestingly, 40% of an adolescent’s self-drawn neighbourhood was not used. We also demonstrate that buffers capture a range of space (22-95%) where adolescents do not go, thus misclassifying the exposure. Conclusion: Our exploratory findings demonstrate that neither researcher- nor participant46 defined definition of neighbourhood adequately captures adolescent activity space. Further research with larger samples are needed to confirm the findings of this exploratory study.

Description
Citation
Christensen A, Griffiths C, Hobbs M, Gorse G, Radley D (2021). Accuracy of buffers and self-drawn neighbourhoods in representing adolescent GPS measured activity spaces: An exploratory study. Health & Place. 69. 102569-102569.
Keywords
GIS, environment, perceived neighbourhoods
Ngā upoko tukutuku/Māori subject headings
ANZSRC fields of research
1117 Public Health and Health Services
1604 Human Geography
Field of Research::09 - Engineering::0909 - Geomatic Engineering::090903 - Geospatial Information Systems
Field of Research::16 - Studies in Human Society::1604 - Human Geography::160402 - Recreation, Leisure and Tourism Geography
Field of Research::16 - Studies in Human Society::1604 - Human Geography::160403 - Social and Cultural Geography
Field of Research::11 - Medical and Health Sciences::1117 - Public Health and Health Services::111704 - Community Child Health
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