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Impact of Urban Sprawl on Overweight, Obesity, and Physical Activity in Sydney, Australia

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Abstract

Obesity and inadequate physical activity are major risk factors for many diseases. The built environment plays an important role in influencing participation in physical activity. We aimed to determine whether urban sprawl in Sydney, Australia is associated with overweight/obesity and levels of physical activity. We used a cross-sectional multilevel study design to relate urban sprawl (based on population density) measured at an area level to overweight/obesity and levels of physical activity measured at an individual level whilst controlling for individual and area level covariates in metropolitan Sydney. Individual level data were obtained from the 2002 and 2003 New South Wales Population Health Survey. We had information on 7,290 respondents. The mean population density was 2,168 persons per square kilometer (standard deviation = 1,741, range = 218–7,045). After controlling for individual and area level covariates, for an inter-quartile increase in sprawl, the odds of being overweight was 1.26 (95% CI = 1.10–1.44), the odds of being obese was 1.47 (95% CI = 1.24–1.75), the odds of inadequate physical activity was 1.38 (95% CI = 1.21–1.57), and the odds of not spending any time walking during the past week was 1.58 (95% CI = 1.28–1.93). Living in more sprawling suburbs increases the risk of overweight/obesity and inadequate physical activity despite the relatively low levels of urban sprawl in metropolitan Sydney. Modifications to the urban environment to increase physical activity may be worthwhile.

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References

  1. Australian Institute of Health and Welfare. Growing problems trends and patterns in overweight and obesity among adults in Australia, 1980–2001. Canberra: AIHW; 2003 Report No.: AUS36.

    Google Scholar 

  2. Magarey AM, Daniels LA, Boulton TJ. Prevalence of overweight and obesity in Australian children and adolescents: reassessment of 1985 and 1995 data against new standard international definitions. Med J Aust. 2001;174(11):561–564.

    PubMed  CAS  Google Scholar 

  3. World Health Organization. Obesity—preventing and management the global epidemic: report of a WHO consultation on obesity. Geneva: WHO; 1998.

    Google Scholar 

  4. Australian Bureau of Statistics. National health survey: summary of results, 2004–05. Canberra: Australian Bureau of Statistics; 2005.

    Google Scholar 

  5. Australian Institute of Health and Welfare. Australia’s health 2006. Canberra: AIHW; 2006.

    Google Scholar 

  6. World Health Organization. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. Geneva: WHO; 2000 Report No.: 894.

    Google Scholar 

  7. Frank LD, Saelens BE, Powell KE, Chapman JE. Stepping towards causation: do built environments or neighbourhood and travel preferences explain physical activity, driving and obesity. Soc Sci Med. 2007;65:1898–1914 doi:10.1016/j.socscimed.2007.05.053.

    Article  PubMed  Google Scholar 

  8. Joshu CE, Boehmer TK, Brownson RC, Ewing R. Personal, neighbourhood and urban factors associated with obesity in the United States. J Epidemiol Community Health. 2008;62:202–208 doi:10.1136/jech.2006.058321.

    Article  PubMed  CAS  Google Scholar 

  9. Papas MA, Alberg AJ, Ewing R, Helzisouer KJ, Gary TL, Klassen AC. The built environment and obesity. Epidemiol Rev. 2007;29:129–143.

    Article  PubMed  Google Scholar 

  10. Pikora TJ, Giles-Corti B, Knuiman MW, Bull FC, Jamrozik K, Donovan RJ. Neighbourhood environmental factors correlated with walking near home: using SPACES. Med Sci Sports Exerc. 2006;38(4):708–714 doi:10.1249/01.mss.0000210189.64458.f3.

    Article  PubMed  Google Scholar 

  11. Giles-Corti B, Broomhall MH, Knuiman M, et al. Increasing walking. How important is distance to, attractiveness, and size of public open space. Am J Prev Med. 2005;28(2S2):169–176.

    Article  PubMed  Google Scholar 

  12. Wendel-Vos GCW, Schuit AJ, De Niet R, Boshuizen HC, Saris WHM, Kromhout D. Factors of the physical environment associated with walking and bicycling. Med Sci Sports Exerc. 2004;36(4):725–730 doi:10.1249/01.MSS.0000121955.03461.0A.

    Article  PubMed  Google Scholar 

  13. Sallis JF, Bauman A, Pratt M. Environmental and policy interventions to promote physical activity. Am J Prev Med. 1998;15(4):379–397 doi:10.1016/S0749-3797(98)00076-2.

    Article  PubMed  CAS  Google Scholar 

  14. Frank LD, Schmid TL, Sallis JF, Chapman J, Saelens BE. Linking objectively measured physical activity with objectively measured urban form. Findings from SMARTRAQ. Am J Prev Med. 2005;28(2S2):117–125.

    Article  PubMed  Google Scholar 

  15. Berke EM, Koepsell TD, Moudon AV, Hoskins RE, Larson EB. Association of the built environment with physical activity and obesity in older persons. Am J Public Health. 2007;97(3):486–492 doi:10.2105/AJPH.2006.085837.

    Article  PubMed  Google Scholar 

  16. Saelens BE, Sallis JF, Black JB, Chen D. Neighbourhood-based differences in physical activity: an environment scale evaluation. Am J Public Health. 2003;93(9):1552–1558.

    Article  PubMed  Google Scholar 

  17. Jeffery RW, French SA, Forster JL, Spry VM. Socioeconomic status differences in health behaviors related to obesity: The health worker project. Int J Obes. 1991;15(10):689–696.

    PubMed  CAS  Google Scholar 

  18. Giles-Corti B, Donovan RJ. Socioeconomic status differences in recreational physical activity levels and real and perceived access to a supportive physical environment. Prev Med. 2002;35(6):601–611 doi:10.1006/pmed.2002.1115.

    Article  PubMed  Google Scholar 

  19. King T, Kavanagh AM, Jolley D, Turrell G, Crawford D. Weight and place: a multilevel cross-sectional survey of area-level social disadvantage and overweight/obesity in Australia. Int J Obes. 2006;30:281–287 doi:10.1038/sj.ijo.0803176.

    Article  CAS  Google Scholar 

  20. van Lenthe FJ, Mackenbach JP. Neighbourhood deprivation and overweight: the GLOBE study. Int J Obes. 2002;26:234–240 doi:10.1038/sj.ijo.0801841.

    Article  Google Scholar 

  21. Lopez R. Urban sprawl and risk of being overweight or obese. Am J Public Health. 2004;94(9):1574–1579.

    Article  PubMed  Google Scholar 

  22. Ewing R, Brownson RC, Berrigan D. Relationship between urban sprawl and weight of United States youth. Am J Prev Med. 2006;31(6):464–474 doi:10.1016/j.amepre.2006.08.020.

    Article  PubMed  Google Scholar 

  23. Ewing R, Schmid T, Killingsworth R, Zlot A, Raudenbush S. Relationship between urban sprawl and physical activity, obesity, and morbidity. Am J Health Promot. 2003;18(1):47–57.

    PubMed  Google Scholar 

  24. Kelly-Schwartz AC, Stockard J, Doyle S, Scholssberg M. Is sprawl unhealthy? A multilevel analysis of the relationship of metropolitan sprawl to the health of individuals. J Plann Educ Res. 2004;24:184–196 doi:10.1177/0739456X04267713.

    Article  Google Scholar 

  25. Centre for Epidemiology and Research, NSW Department of Health. New South Wales Adult Health Survey 2003. NSW Public Health Bulletin 2004;15(S-4).

  26. Centre for Epidemiology and Research, NSW Department of Health. 2004 Report on adult health from the New South Wales Population Health Survey. NSW Public Health Bulletin 2005;16(S-1).

  27. Centre for Epidemiology and Research, NSW Department of Health. New South Wales Adult Health Survey 2002. NSW Public Health Bulletin 2003;14(S-4).

  28. Giles-Corti B, Macintyre S, Clarkson JP, Pikora T, Donovan RJ. Environmental and lifestyle factors associated with overweight and obesity in Perth, Australia. Am J Health Promot. 2003;18(1):93–102.

    PubMed  Google Scholar 

  29. Australian Institute of Health and Welfare. The Active Australia Survey: a guide and manual for implementation, analysis and reporting. Canberra: AIHW; 2003.

    Google Scholar 

  30. Census Basic Community Profile. Australian Bureau of Statistics. Available at http://www.censusdata.abs.gov.au. Accessed on September 22, 2008.

  31. Australian Bureau of Statistics. 2001 Census of Population and Housing: Socio-Economic Indexes for Area. Information paper. Catalogue no. 2039.0. Canberra: Australian Bureau of Statistics; 2003.

    Google Scholar 

  32. Leyland AH, Groenewegen P. Multilevel modelling and public health policy. Scand J Public Health. 2003;31:267–274 doi:10.1080/14034940210165028.

    Article  PubMed  Google Scholar 

  33. Raudenbush S, Bryk A. Hierarchical linear models: applications and data analysis methods. Thousand Oaks: Sage; 2002.

    Google Scholar 

  34. Singer J. Using SAS PROC MIXED to fit multilevel models, hierarchical models and individual growth models. J Educ Behav Stat. 1998;24:323–355.

    Google Scholar 

  35. Snijders T, Bosker R. Multilevel analysis. London: Sage; 1999.

    Google Scholar 

  36. Rundle A, Diez Roux AV, Freeman LM, Miller D, Neckerman KM, Weiss CC. The urban built environment and obesity in New York City: a multilevel analysis. Am J Health Promot. 2007;21(Supplement 4):326–334.

    PubMed  Google Scholar 

  37. Pendola R, Gen S. BMI, auto use, and the urban environment in San Francisco. Health Place. 2007;13:551–556 doi:10.1016/j.healthplace.2006.02.004.

    Article  PubMed  Google Scholar 

  38. Frank LD, Andresen MA, Schmid TL. Obesity relationships with community design, physical activity, and time spent in cars. Am J Prev Med. 2004;27(2):87–96 doi:10.1016/j.amepre.2004.04.011.

    Article  PubMed  Google Scholar 

  39. Lopez R, Hynes HP. Sprawl in the 1990s: measurement, distribution, and trends. Urban Aff Rev. 2003;38(3):325–355 doi:10.1177/1078087402238805.

    Article  Google Scholar 

  40. Flood V, Webb K, Lazarus R, Pang G. Use of self-report to monitor overweight and obesity in populations: some issues for consideration. Aust N Z J Public Health. 2000;24(1):96–99 doi:10.1111/j.1467-842X.2000.tb00733.x.

    Article  PubMed  CAS  Google Scholar 

  41. Fogelholm M, Malmberg J, Suni J, et al. International physical activity questionnaire: validity against fitness. Med Sci Sports Exerc. 2006;38(4):753–760 doi:10.1249/01.mss.0000194075.16960.20.

    Article  PubMed  Google Scholar 

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Acknowledgements

We thank the New South Wales Health Survey Program, Centre for Epidemiology and Research for collecting the data and the Chief Health Officer for approving the use of the data. We would also like to thank Judy Simpson, Alastair Leyland, and Peter Groenewegen for their advice on the statistical methods. Frances Garden was funded through the NSW Biostatistical Officer Training Program, New South Wales Health Department.

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Correspondence to Bin B. Jalaludin.

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Garden, F.L., Jalaludin, B.B. Impact of Urban Sprawl on Overweight, Obesity, and Physical Activity in Sydney, Australia. J Urban Health 86, 19–30 (2009). https://doi.org/10.1007/s11524-008-9332-5

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  • DOI: https://doi.org/10.1007/s11524-008-9332-5

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