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Examining Urban Environment Correlates of Childhood Physical Activity and Walkability Perception with GIS and Remote Sensing

  • Gilbert C. Liu
  • James Taylor Colbert
  • Jeffrey S. Wilson
  • Ikuho Yamada
  • Shawn C. Hoch

Abstract

Emerging research suggests that the built environment has potential to influence physical activity which, in turn, can have a protective effect against obesity and a positive impact on public health (Berrigan and Troiano, 2002; Atkinson et al., 2005). As a result, research on the association between the built environment and health is receiving increased attention in a variety of disciplines. Most research on the associations between the built environment and physical activity to date has focused on adults, but the potential links in children are largely unexplored. The present study examines how GIS and remote sensing can be used to enhance understanding of the relationships between physical activity and the built environ ment for a cohort of children from low-income urban neighborhoods in Indianapolis, Indiana.

Keywords

Physical Activity Normalize Differential Vegetation Index Physical Activity Level Intersection Density Normalize Differential Vegetation Index 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. Atkinson, J.L., Sallis, J.F., Saelens, B.E., Cain, K.L. and Black, J.B. 2005. The association of neighborhood design and recreational environments with physical activity. American Journal of Health Promotion, 19(4): 304–309.Google Scholar
  2. Berrigan, D., and Troiano, R.P. 2002. The association between urban form and physical activity in U.S. adults. American Journal of Preventive Medicine, 23(2), 74–79CrossRefGoogle Scholar
  3. Brownson R, Baker E, Housemann R, Brennan L, and Bacak S. 2001. Environmental and policy determinants of physical activity in the United States. American Journal of Public Health. 91(12): 1995–2003.Google Scholar
  4. Burdette HL, and Whitaker RC. 2004. Neighborhood playgrounds, fast food restaurants, and crime: Relationships to overweight in low-income preschool children. Preventive Medicine. 38(6): 57–63.CrossRefGoogle Scholar
  5. CDC. 2005. Prevalence of Overweight among U.S. Children and Adolescents. http://www.cdc.gov/nchs/data/nhanes/databriefs/overweight.pdf-last accessed September 15, 2006.Google Scholar
  6. Cervero R., and Duncan M. 2003. Walking, bicycling, and urban landscapes: Evidence from the San Francisco Bay area. American Journal of Public Health, 93(9): 1478–1483.Google Scholar
  7. Corbett J, and Valesquez, J. September 1994. The Ahwahnee Principles: Toward More Livable Communities. Western City.Google Scholar
  8. Epstein L, Saelens B, Myers M, and Vito D. 1997. Effects of decreasing sedentary behaviors on activity choice in obese children. Health Psychology. 16(2):107–113.CrossRefGoogle Scholar
  9. Ewing R, Schmid T, Killingsworth R, Zlot A, and Raudenbush A. 2003. Relationship between urban sprawl and physical activity, obesity and morbidity. American Journal of Health Promotion, Inc, 18(1): 47–57.Google Scholar
  10. Forsyth A, Koepp J, Oakes J, Schmitz K, and Zimmerman J. 2005. Environment and Physical Activity: GIS Protocols. University of Minnesota, Twin Cities Walking Study, Metropolitan Design Study, 210 pp.Google Scholar
  11. Frank L, Schmid T, Sallis J, Chapman J, and Saelens B. 2005. Linking objectively measured physical activity with objectively measured urban form. American Journal of Preventive Medicine, 28(S2): 117–125.CrossRefGoogle Scholar
  12. Frank L, and Engelke P. 2001. The built environment and human activity patterns: Exploring the impacts of urban form on public health. Journal of Planning Literature, 16(2): 202–218.CrossRefGoogle Scholar
  13. Gordon-Larsen P, McMurray RG, and Popkin BM. 2000. Determinants of adolescent physical activity and inactivity patterns. Pediatrics, 105(6): e83. http://www.pediatrics.org/cgi/content/full/105/6/e83-last accessed September 28, 2006.CrossRefGoogle Scholar
  14. Health and Hospital Corporation of Marion County Web Page (No Date). http://www.hhcorp.org/shape.htm-last accessed September 28, 2006.Google Scholar
  15. Hill J, and Peters J. 1998. Environmental contributions to the obesity epidemic. Science, 280(5368):1371–1374.CrossRefGoogle Scholar
  16. Hoehner C, Brennan Ramirez L, Elliot M, Handy S, and Brownson R. 2005. Perceived and objective environmental measures and physical activity among urban adults. American Journal of Preventive Medicine, 28(S2): 105–116.CrossRefGoogle Scholar
  17. Hume C, Salmon J, Ball K. 2005. Children’s perceptions of their home and neighborhood environments, and their physical activity: A qualitative and quantitative study. Health Education Research, 20(1): 1–13.CrossRefGoogle Scholar
  18. Jackson L. 2002. The relationship of urban design to human health and condition. Landscape and Urban Planning, 64(4):191–200.CrossRefGoogle Scholar
  19. Katz P. 1994. The New Urbanism: Toward an Architecture of Community. New York: McGraw-Hill, 288 pp.Google Scholar
  20. King A, Castro C, Wilcox S, Eyler A, Sallis J, and Brownson R. 2000. Personal and environmental factors associated with physical inactivity among different racial-ethnic groups of U.S. middle-aged and older-aged women. Health Psychology, 19(4): 354–364.CrossRefGoogle Scholar
  21. Lillesand T, Kiefer R, and Chipman J. 2005. Remote Sensing and Image Interpretation, 5 th ed. New York: John Wiley and Sons, 763 pp.Google Scholar
  22. Liu GC, and Hannon T. 2005. Reasons for the prevalence of childhood obesity. Genetic Predisposition and Environmental Influences. The Endocrinologist, 15(1): 49–55.CrossRefGoogle Scholar
  23. Mokdad AH, Ford ES, Bowman BA, Dietz WH, Vinicor F, Bales VS, Marks JS. 2003. Prevelence of obesity, diabetes, and obesity-related health risk factors. Journal of the American Medical Association, 298(1): 76–79.CrossRefGoogle Scholar
  24. Morland K, Wing S, and Roux A. 2002. The contextual effect of local food environment on residents’ diets: The atherosclerosis risk in communities study. American Journal of Public Health, 92(11): 1761–1768.Google Scholar
  25. National Safety Council. 2002. Walkable America Checklist: How Walkable Is Your Community? http://www.nsc.org/walk/wkcheck.htm-last accessed September 15, 2006.Google Scholar
  26. Norman G, Nutter S, Ryan S, Sallis J, Calfas K and Patrick K. 2006. Community design and access to recreational facilities as correlates of adolescent physical activity and body mass index. Journal of Physical Activity and Health, 3(S1): S118–S128.Google Scholar
  27. Olshansky SJ, Passaro DJ, Hershow RC, Layden J, Carnes BA, Brody J, Hayflick L, Butler RN, Allison DB, Ludwig DS. 2005. A potential decline in life expectancy in the United States in the 21st Century. New England Journal of Medicine, 35(11): 1138–1145.CrossRefGoogle Scholar
  28. Pate R, Pratt M, Blair S. 1995. Physical activity and Ppublic health — A recommendation from the Centers for Disease Control and Prevention and the American College of Sports Medicine. Journal of the American Medical Association, 273:402–407CrossRefGoogle Scholar
  29. Pikora T, Giles-Corti B, Bull F, Jamrozik K, and Donovan R. 2003. Developing a framework for assessment of the environmental determinants of walking and cycling. Social Science and Medicine, 56(8): 1693–1703.CrossRefGoogle Scholar
  30. Saelensa B, Sallis J, Black J, and Chen D. 2003. Neighborhood-based differences in physical activity: An environmental scale evaluation. American Journal of Public Health, 93(9): 1552–1558.CrossRefGoogle Scholar
  31. Saelensb BE, Sallis JF and Frank LD. 2003. Environmental correlates of walking and cycling: Findings from the transportation, urban design, and planning literatures. Annals of Behavioral Medicine, 25(2): 80–91.CrossRefGoogle Scholar
  32. Strauss RS, and Pollack HA. 2001. Epidemic increase in childhood overweight, 1986–1998. Journal of the American Medical Association, 286(22): 2845–2848.CrossRefGoogle Scholar
  33. Timperio A, Crawford D, Telford A, Salmon J. 2004. Perceptions about the local neighborhood and walking and cycling among children. Preventive Medicine, 38(1): 37–47.CrossRefGoogle Scholar
  34. Tremblay MS, and Willms JD. 2000. Secular trends in the body mass index of Canadian children. Canadian Medical Association Journal, 163(11): 1429–1433.Google Scholar
  35. Troiano RP, Flegal KM. 1998. Overweight children and adolescents: description, epidemiology, and demographics. Pediatrics, 101(3 Pt 2):497–504.Google Scholar
  36. Tucker C. 1979. Red and photographic infrared linear combinations for monitoring vegetation. Remote Sensing of the Environment, 8(2): 127–150.CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2007

Authors and Affiliations

  • Gilbert C. Liu
    • 1
  • James Taylor Colbert
    • 2
  • Jeffrey S. Wilson
    • 3
  • Ikuho Yamada
    • 4
  • Shawn C. Hoch
    • 3
  1. 1.Indiana Children’s Health Services ResearchIndiana University School of Medicine, Riley Hospital for ChildrenIndianapolis
  2. 2.The Polis CenterIndiana University — Purdue University IndianapolisIndianapolis
  3. 3.Department of GeographyIndiana University — Purdue University Indianapolis
  4. 4.Department of GeographyThe University of UtahSalt Lake City

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