A Study of Community Design, Greenness, and Physical Activity in Children Using Satellite, GPS and Accelerometer Data

Overview

Journal Health Place

Publisher Elsevier

Specialty Public Health

Date 2012 Jan 17

PMID 22243906

Citations 114

Authors

Estela Almanza

Michael Jerrett

Genevieve Dunton

Edmund Seto

Mary Ann Pentz

Affiliations

Soon will be listed here.

Abstract

This study examined relationships between greenness exposure and free-living physical activity behavior of children in smart growth and conventionally designed communities. Normalized Difference Vegetation Index (NDVI) was used to quantify children's (n=208) greenness exposure at 30-s epoch accelerometer and GPS data points. A generalized linear mixed model with a kernel density smoothing term for addressing spatial autocorrelation was fit to analyze residential neighborhood activity data. Excluding activity at home and during school-hours, an epoch-level analysis found momentary greenness exposure was positively associated with the likelihood of contemporaneous moderate-to-vigorous physical activity (MVPA). This association was stronger for smart growth residents who experienced a 39% increase in odds of MVPA for a 10th to 90th percentile increase in exposure to greenness (OR=1.39, 95% CI 1.36-1.44). An individual-level analysis found children who experienced >20 min of daily exposure to greener spaces (>90th percentile) engaged in nearly 5 times the daily rate of MVPA of children with nearly zero daily exposure to greener spaces (95% CI 3.09-7.20).

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References

Sallis J, Prochaska J, Taylor W . A review of correlates of physical activity of children and adolescents. Med Sci Sports Exerc. 2000; 32(5):963-75. DOI: 10.1097/00005768-200005000-00014. View

Veitch J, Timperio A, Crawford D, Abbott G, Giles-Corti B, Salmon J . Is the neighbourhood environment associated with sedentary behaviour outside of school hours among children?. Ann Behav Med. 2011; 41(3):333-41. DOI: 10.1007/s12160-011-9260-6. View

Bell J, Wilson J, Liu G . Neighborhood greenness and 2-year changes in body mass index of children and youth. Am J Prev Med. 2008; 35(6):547-53. PMC: 2649717. DOI: 10.1016/j.amepre.2008.07.006. View

Wheeler B, Cooper A, Page A, Jago R . Greenspace and children's physical activity: a GPS/GIS analysis of the PEACH project. Prev Med. 2010; 51(2):148-52. DOI: 10.1016/j.ypmed.2010.06.001. View

McCormack G, Giles-Corti B, Lange A, Smith T, Martin K, Pikora T . An update of recent evidence of the relationship between objective and self-report measures of the physical environment and physical activity behaviours. J Sci Med Sport. 2004; 7(1 Suppl):81-92. DOI: 10.1016/s1440-2440(04)80282-2. View

Mitchell R, Popham F . Greenspace, urbanity and health: relationships in England. J Epidemiol Community Health. 2007; 61(8):681-3. PMC: 2652991. DOI: 10.1136/jech.2006.053553. View

Potwarka L, Kaczynski A, Flack A . Places to play: association of park space and facilities with healthy weight status among children. J Community Health. 2008; 33(5):344-50. DOI: 10.1007/s10900-008-9104-x. View

Roemmich J, Epstein L, Raja S, Yin L, Robinson J, Winiewicz D . Association of access to parks and recreational facilities with the physical activity of young children. Prev Med. 2006; 43(6):437-41. DOI: 10.1016/j.ypmed.2006.07.007. View

Martinez-Gonzalez M, Varo J, Santos J, de Irala J, Gibney M, Kearney J . Prevalence of physical activity during leisure time in the European Union. Med Sci Sports Exerc. 2001; 33(7):1142-6. DOI: 10.1097/00005768-200107000-00011. View

10.

Durand C, Andalib M, Dunton G, Wolch J, Pentz M . A systematic review of built environment factors related to physical activity and obesity risk: implications for smart growth urban planning. Obes Rev. 2011; 12(5):e173-82. PMC: 3079793. DOI: 10.1111/j.1467-789X.2010.00826.x. View

11.

Sallis J, Bowles H, Bauman A, Ainsworth B, Bull F, Craig C . Neighborhood environments and physical activity among adults in 11 countries. Am J Prev Med. 2009; 36(6):484-90. DOI: 10.1016/j.amepre.2009.01.031. View

12.

Cohen D, McKenzie T, Sehgal A, Williamson S, Golinelli D, Lurie N . Contribution of public parks to physical activity. Am J Public Health. 2007; 97(3):509-14. PMC: 1805017. DOI: 10.2105/AJPH.2005.072447. View

13.

Timperio A, Giles-Corti B, Crawford D, Andrianopoulos N, Ball K, Salmon J . Features of public open spaces and physical activity among children: findings from the CLAN study. Prev Med. 2008; 47(5):514-8. DOI: 10.1016/j.ypmed.2008.07.015. View

14.

Frank L, Schmid T, Sallis J, Chapman J, Saelens B . Linking objectively measured physical activity with objectively measured urban form: findings from SMARTRAQ. Am J Prev Med. 2005; 28(2 Suppl 2):117-25. DOI: 10.1016/j.amepre.2004.11.001. View

15.

Saelens B, Sallis J, Black J, Chen D . Neighborhood-based differences in physical activity: an environment scale evaluation. Am J Public Health. 2003; 93(9):1552-8. PMC: 1448009. DOI: 10.2105/ajph.93.9.1552. View

16.

Kaczynski A, Potwarka L, Saelens B . Association of park size, distance, and features with physical activity in neighborhood parks. Am J Public Health. 2008; 98(8):1451-6. PMC: 2446450. DOI: 10.2105/AJPH.2007.129064. View

17.

Caballero B . The global epidemic of obesity: an overview. Epidemiol Rev. 2007; 29:1-5. DOI: 10.1093/epirev/mxm012. View

18.

Troiano R, Berrigan D, Dodd K, Masse L, Tilert T, McDowell M . Physical activity in the United States measured by accelerometer. Med Sci Sports Exerc. 2007; 40(1):181-8. DOI: 10.1249/mss.0b013e31815a51b3. View

19.

Foster C, Hillsdon M, Jones A, Grundy C, Wilkinson P, White M . Objective measures of the environment and physical activity--results of the environment and physical activity study in English adults. J Phys Act Health. 2009; 6 Suppl 1:S70-80. DOI: 10.1123/jpah.6.s1.s70. View

20.

Jerrett M, McConnell R, Chang C, Wolch J, Reynolds K, Lurmann F . Automobile traffic around the home and attained body mass index: a longitudinal cohort study of children aged 10-18 years. Prev Med. 2009; 50 Suppl 1:S50-8. PMC: 4334364. DOI: 10.1016/j.ypmed.2009.09.026. View