Journal of Public Health

, Volume 20, Issue 4, pp 375–385

The food environment and dietary intake: demonstrating a method for GIS-mapping and policy-relevant research

Original Article

DOI: 10.1007/s10389-011-0470-y

Cite this article as:
Lucan, S.C. & Mitra, N. J Public Health (2012) 20: 375. doi:10.1007/s10389-011-0470-y



The aims of this paper are (1) to assess if perceptions of the food environment are associated with select dietary intake by neighborhood, and (2) to map neighborhood-specific findings, demonstrating a method for policy-relevant research.


Using pre-collected data from a Philadelphia, PA community health survey, we aggregated individual-level data (n = 4,434 respondents) to neighborhoods (n = 381 census tracts), adjusting for conceptually-relevant socio-demographic factors. We estimated Spearman correlations between multivariable adjusted food-environment perceptions (perceived produce availability, supermarket accessibility, grocery quality) and select dietary intake (reported fruit-and-vegetable and fast-food consumption), and mapped variables by neighborhood using geographic information systems (GIS).


Difficulty finding fruits and vegetables, having to travel outside of one’s neighborhood to get to a supermarket, and poor grocery quality were each directly correlated with fast-food intake (rho = 0.21, 0.34, 0.64 respectively; p values <0.001); and inversely correlated with fruit-and-vegetable intake (rho = –0.35, –0.54, –0.56 respectively; p values <0.001). Maps identified neighborhoods within the city with the worst food-environment perceptions and poorest dietary intakes.


Negative perceptions of the food environment were strongly correlated with less-healthy eating in neighborhoods. Maps showed the geographic areas of greatest concern. Our findings demonstrate a method that might be used prospectively in public health for policy planning (e.g. to identify neighborhoods most in need), or retrospectively for policy assessment (e.g. to identify changes in neighborhoods after policy implementation).


Policy researchPublic healthFruits and vegetablesFast foodFood environmentGeographic information systems (GIS) mappingNeighborhoods

Copyright information

© Springer-Verlag 2011

Authors and Affiliations

  1. 1.Department of Family and Social Medicine, Montefiore Medical CenterAlbert Einstein College of MedicineBronxUSA
  2. 2.Department of BiostatisticsUniversity of PennsylvaniaPhiladelphiaUSA