Abstract
With increasing concern about rising rates of obesity, public health researchers have begun to examine the availability of parks and other spaces for physical activity, particularly in cities, to assess whether access to parks reduces the risk of obesity. Much of the research in this field has shown that proximity to parks may support increased physical activity in urban environments; however, as yet, there has been limited consideration of environmental impediments or disamenities that might influence individuals’ perceptions or usage of public recreation opportunities. Prior research suggests that neighborhood disamenities, for instance crime, pedestrian safety, and noxious land uses, might dissuade people from using parks or recreational facilities and vary by neighborhood composition. Motivated by such research, this study estimates the relationship between neighborhood compositional characteristics and measures of park facilities, controlling for variation in neighborhood disamenities, using geographic information systems (GIS) data for New York City parks and employing both kernel density estimation and distance measures. The central finding is that attention to neighborhood disamenities can appreciably alter the relationship between neighborhood composition and spatial access to parks. Policy efforts to enhance the recreational opportunities in urban areas should expand beyond a focus on availability to consider also the hazards and disincentives that may influence park usage.
Similar content being viewed by others
References
Ball K, Bauman A, Leslie E, Owen N. Perceived environmental aesthetics and convenience and company are associated with walking for exercise among Australian adults. Prev Med. 2001; 33(5): 434–40.
Cohen DA, Ashwood JS, Scott MM, et al. Public parks and physical activity among adolescent girls. Pediatrics. 2006; 118(5): e1381–9.
Cohen DA, McKenzie TL, Sehgal A, Williamson S, Golinelli D, Lurie N. Contribution of public parks to physical activity. Am J Public Health. 2007; 97(3): 509–14.
Diez Roux AV, Evenson KR, McGinn AP, et al. Availability of recreational resources and physical activity in adults. Am J Public Health. 2007; 97(3): 493–9.
Duncan M, Mummery K. Psychosocial and environmental factors associated with physical activity among city dwellers in regional Queensland. Prev Med. 2005; 40(4): 363–72.
Maantay J. Mapping environmental injustices: pitfalls and potential of geographic information systems in assessing environmental health and equity. Environ Health Perspect. 2002; 110(Suppl 2): 161–71.
Taylor WC, Floyd MF, Whitt-Glover MC, Brooks J. Environmental justice: a framework for collaboration between the public health and parks and recreation fields to study disparities in physical activity. J Phys Act Health. 2007; 4(Suppl 1): S50–63.
Moore LV, Diez Roux AV, Evenson KR, McGinn AP, Brines SJ. Availability of recreational resources in minority and low socioeconomic status areas. Am J Prev Med. 2008; 34(1): 16–22.
Wolch J, Wilson JP, Fehrenbach J. Parks and park funding in Los Angeles: an equity-mapping analysis. Urban Geogr. 2005; 26(1): 4–35.
Estabrooks PA, Lee RE, Gyurcsik NC. Resources for physical activity participation: does availability and accessibility differ by neighborhood socioeconomic status? Ann Behav Med. 2003; 25(2): 100–4.
Maroko AR, Maantay JA, Sohler NL, Grady KL, Arno PS. The complexities of measuring access to parks and physical activity sites in New York City: a quantitative and qualitative approach. Int J Health Geogr. 2009; 8: 34.
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): 169–76.
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): 725–30.
Bell JF, Wilson JS, Liu GC. Neighborhood greenness and 2-year changes in body mass index of children and youth. Am J Prev Med. 2008; 35(6): 547–53.
Gordon-Larsen P, Nelson MC, Page P, Popkin BM. Inequality in the built environment underlies key health disparities in physical activity and obesity. Pediatrics. 2006; 117(2): 417–24.
Rundle A, Field S, Park Y, Freeman L, Weiss CC, Neckerman K. Personal and neighborhood socioeconomic status and indices of neighborhood walk-ability predict body mass index in New York City. Soc Sci Med. 2008; 67(12): 1951–8.
Talen E, Anselin L. Assessing spatial equity: an evaluation of measures of accessibility of public playgrounds. Environ Plann A. 1998; 30: 595–613.
Lovasi GS, Hutson MA, Guerra M, Neckerman KM. Built environments and obesity in disadvantaged populations. Epidemiol Rev. 2009; 31(1): 7–20.
Cutts BB, Darby KJ, Boone CG, Brewis A. City structure, obesity, and environmental justice: an integrated analysis of physical and social barriers to walkable streets and park access. Soc Sci Med. 2009; 69(9): 1314–22.
Boone CG, Buckley GL, Grove JM, Sister C. Parks and people: an environmental justice inquiry in Baltimore, Maryland. Ann Assoc Am Geogr. 2009; 99(4): 767–87.
Guagliardo MF, Ronzio CR, Cheung I, Chacko E, Joseph JG. Physician accessibility: an urban case study of pediatric providers. Health Place. 2004; 10(3): 273–83.
Moore LV, Diez Roux AV, Nettleton JA, Jacobs DR Jr. Associations of the local food environment with diet quality—a comparison of assessments based on surveys and geographic information systems: the Multi-Ethnic Study of Atherosclerosis. Am J Epidemiol. 2008; 167(8): 917–24.
Rundle A, Neckerman KM, Freeman L, et al. Neighborhood food environment and walkability predict obesity in New York City. Environ Health Perspect. 2009; 117(3): 442–7.
Albrecht SL. Equity and justice in environmental decision making—a proposed research agenda. Soc Nat Resour. 1995; 8(1): 67–72.
Foster S, Giles-Corti B. The built environment, neighborhood crime and constrained physical activity: an exploration of inconsistent findings. Prev Med. 2008; 47(3): 241–51.
Harrison RA, Gemmell I, Heller RF. The population effect of crime and neighbourhood on physical activity: an analysis of 15 461 adults. J Epidemiol Community Health. 2007; 61(1): 34–9.
Brownlow A. An archaeology of fear and environmental change in Philadelphia. Geoforum. 2006; 37: 227–45.
Troy A, Grove JM. Property values, parks, and crime: a hedonic analysis in Baltimore, MD. Landsc Urban Plan. 2008; 87: 233–45.
Jacobs J. The Death and Life of Great American Cities. New York: Random House; 1961.
Bailey TC, Gatrell AC. Interactive Spatial Data Analysis. New York: Wiley; 1995.
Bloch M, Carter S, Evans T, et al. Murder: New York City. New York Times. June 18, 2009. http://projects.nytimes.com/crime/homicides/map/. Accessed 3 May 2010.
Maroko AR, Maantay JA, Sohler NL, Grady KL, Arno PS. The complexities of measuring access to parks and physical activity sites in New York City: a quantitative and qualitative approach. Int J Health Geogr. 2009 Jun 22; 8: 34.
Acknowledgments
Support for this research was provided by a Partnerships for Environmental Public Health administrative supplement to NIEHS grant R01ES014229. “Obesity, Physical Activity and Built Space in New York City” (PI: Andrew Rundle). The authors additionally would like to thank the National Heart Lung and Blood Institute (Grant # HL068236), the National Institute of Environmental Health Sciences (Grant # P30 ES009089), and the Robert Wood Johnson Health and Society Scholars program for their financial support.
Author information
Authors and Affiliations
Corresponding author
Appendix: Creating Measures of Parks in New York City
Appendix: Creating Measures of Parks in New York City
In the PIP data provided by the New York City Parks Department, there are 4,815 park properties with information. Park properties can be standalone parks, park zones (which is a specific PIP designation), playgrounds, or other park areas.
However, many of the park properties coded in the PIP data file are ones we would expect to have minimum effect on physical activity. Specifically, parks with one of the designations listed below were excluded from our analysis, resulting in a total number of park properties of 1,795.
Excluded Park Designations
-
Cemetery
-
DOT Adopt-A-Highway
-
Greenstreet
-
Greenthumb garden
-
Greenthumb
-
Highway property
-
Island
-
Natural area
-
Park strip
-
Parking lot
-
Pier
-
Private property
-
Sitting area/triangle/mall
-
Undeveloped parkland
-
Four additional, unclassified park types were also excluded.
Park Facilities
The following park facilities were included in both facility measures in this analysis:
-
Baseball fields
-
Basketball courts
-
Football fields
-
Golf courses
-
Handball courts
-
Hockey fields
-
Pools
-
Soccer fields
-
Tennis courts
-
Tracks
-
Volleyball courts
-
Bicycle routes
-
Recreation centers
Rights and permissions
About this article
Cite this article
Weiss, C.C., Purciel, M., Bader, M. et al. Reconsidering Access: Park Facilities and Neighborhood Disamenities in New York City. J Urban Health 88, 297–310 (2011). https://doi.org/10.1007/s11524-011-9551-z
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11524-011-9551-z