The Contextual Effect of the Local Food Environment on Residents Diets: The Atherosclerosis Risk in Communities Study
Kimberly Morland, PhD,
Steve Wing, PhD and
Ana Diez Roux, MD, PhD
At the time of the study, Kimberly Morland was, and Steve Wing is, with the Department of Epidemiology, University of North Carolina, Chapel Hill. Ana Diez Roux is with the Division of General Medicine, College of Physicians and Surgeons and the Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, NY.
Correspondence: Requests for reprints should be sent to Kimberly Morland, PhD, Department of Community and Preventive Medicine, Mount Sinai School of Medicine, 1 Gustave L. Levy Place, Box 1057, New York, NY 10029 (e-mail: kimberly.morland{at}mssm.edu).
Objectives. We studied the association between the local foodenvironment and residents report of recommended dietaryintake.
Methods. Recommended intakes of foods and nutrients for 10 623Atherosclerosis Risk in Communities participants were estimatedfrom food frequency questionnaires. Supermarkets, grocery stores,and full-service and fast-food restaurants were geocoded tocensus tracts.
Results. Black Americans fruit and vegetable intake increasedby 32% for each additional supermarket in the census tract (relativerisk [RR] = 1.32; 95% confidence interval [CI] = 1.08, 1.60).White Americans fruit and vegetable intake increasedby 11% with the presence of 1 or more supermarket (RR = 1.11;95% CI = 0.93, 1.32).
Conclusions. These findings suggest the local food environmentis associated with residents recommended diets.
This article has been cited by other articles:
K. M. Harris, K. M. Perreira, and D. Lee Obesity in the Transition to Adulthood: Predictions Across Race/Ethnicity, Immigrant Generation, and Sex
Arch Pediatr Adolesc Med,
November 1, 2009;
163(11):
1022 - 1028.
[Abstract][Full Text][PDF]
S. Galea, M. Riddle, and G. A Kaplan Causal thinking and complex system approaches in epidemiology
Int. J. Epidemiol.,
October 9, 2009;
(2009)
dyp296v1.
[Abstract][Full Text][PDF]
A. Goodman President Obama's Health Plan and Community-Based Prevention
Am J Public Health,
October 1, 2009;
99(10):
1736 - 1738.
[Full Text][PDF]
L. V. Moore, A. V. Diez Roux, J. A. Nettleton, D. R. Jacobs, and M. Franco Fast-Food Consumption, Diet Quality, and Neighborhood Exposure to Fast Food: The Multi-Ethnic Study of Atherosclerosis
Am. J. Epidemiol.,
July 1, 2009;
170(1):
29 - 36.
[Abstract][Full Text][PDF]
D. M Smith, S. Cummins, M. Taylor, J. Dawson, D. Marshall, L. Sparks, and A. S Anderson Neighbourhood food environment and area deprivation: spatial accessibility to grocery stores selling fresh fruit and vegetables in urban and rural settings
Int. J. Epidemiol.,
June 2, 2009;
(2009)
dyp221v1.
[Abstract][Full Text][PDF]
D. Cyzman, J. Wierenga, and J. Sielawa Pioneering Healthier Communities, West Michigan: A Community Response to the Food Environment
Health Promot Pract,
April 1, 2009;
10(2_suppl):
146S - 155S.
[Abstract][PDF]
S. S. Gidding, A. H. Lichtenstein, M. S. Faith, A. Karpyn, J. A. Mennella, B. Popkin, J. Rowe, L. Van Horn, and L. Whitsel Implementing American Heart Association Pediatric and Adult Nutrition Guidelines: A Scientific Statement From the American Heart Association Nutrition Committee of the Council on Nutrition, Physical Activity and Metabolism, Council on Cardiovascular Disease in the Young, Council on Arteriosclerosis, Thrombosis and Vascular Biology, Council on Cardiovascular Nursing, Council on Epidemiology and Prevention, and Council for High Blood Pressure Research
Circulation,
March 3, 2009;
119(8):
1161 - 1175.
[Full Text][PDF]
M. Franco, A. V Diez-Roux, J. A Nettleton, M. Lazo, F. Brancati, B. Caballero, T. Glass, and L. V Moore Availability of healthy foods and dietary patterns: the Multi-Ethnic Study of Atherosclerosis
Am. J. Clinical Nutrition,
March 1, 2009;
89(3):
897 - 904.
[Abstract][Full Text][PDF]
D. R. Williams, M. Sternthal, and R. J. Wright Social Determinants: Taking the Social Context of Asthma Seriously
Pediatrics,
March 1, 2009;
123(Supplement_3):
S174 - S184.
[Abstract][Full Text][PDF]
A. C. Lindsay, K. M. Sussner, M. L. Greaney, and K. E. Peterson Influence of Social Context on Eating, Physical Activity, and Sedentary Behaviors of Latina Mothers and Their Preschool-Age Children
Health Educ Behav,
February 1, 2009;
36(1):
81 - 96.
[Abstract][PDF]
K Giskes, F J van Lenthe, C B M Kamphuis, M Huisman, J Brug, and J P Mackenbach Household and food shopping environments: do they play a role in socioeconomic inequalities in fruit and vegetable consumption? A multilevel study among Dutch adults
J Epidemiol Community Health,
February 1, 2009;
63(2):
113 - 120.
[Abstract][Full Text][PDF]
G. S. Lovasi, K. M. Neckerman, J. W. Quinn, C. C. Weiss, and A. Rundle Effect of Individual or Neighborhood Disadvantage on the Association Between Neighborhood Walkability and Body Mass Index
Am J Public Health,
February 1, 2009;
99(2):
279 - 284.
[Abstract][Full Text][PDF]
J Pearce, R Hiscock, G Moon, and R Barnett The neighbourhood effects of geographical access to tobacco retailers on individual smoking behaviour
J Epidemiol Community Health,
January 1, 2009;
63(1):
69 - 77.
[Abstract][Full Text][PDF]
I. B. Grafova, V. A. Freedman, R. Kumar, and J. Rogowski Neighborhoods and Obesity in Later Life
Am J Public Health,
November 1, 2008;
98(11):
2065 - 2071.
[Abstract][Full Text][PDF]
S. A. Grier and S. K. Kumanyika The Context for Choice: Health Implications of Targeted Food and Beverage Marketing to African Americans
Am J Public Health,
September 1, 2008;
98(9):
1616 - 1629.
[Abstract][Full Text][PDF]
T. Augustin, T. A. Glass, B. D. James, and B. S. Schwartz Neighborhood Psychosocial Hazards and Cardiovascular Disease: The Baltimore Memory Study
Am J Public Health,
September 1, 2008;
98(9):
1664 - 1670.
[Abstract][Full Text][PDF]
S. K. Kumanyika, E. Obarzanek, N. Stettler, R. Bell, A. E. Field, S. P. Fortmann, B. A. Franklin, M. W. Gillman, C. E. Lewis, W. C. Poston II, et al. Population-Based Prevention of Obesity: The Need for Comprehensive Promotion of Healthful Eating, Physical Activity, and Energy Balance: A Scientific Statement From American Heart Association Council on Epidemiology and Prevention, Interdisciplinary Committee for Prevention (Formerly the Expert Panel on Population and Prevention Science)
Circulation,
July 22, 2008;
118(4):
428 - 464.
[Abstract][Full Text][PDF]
D. A. Cohen Neurophysiological Pathways to Obesity: Below Awareness and Beyond Individual Control
Diabetes,
July 1, 2008;
57(7):
1768 - 1773.
[Abstract][Full Text][PDF]
N. Darmon and A. Drewnowski Does social class predict diet quality?
Am. J. Clinical Nutrition,
May 1, 2008;
87(5):
1107 - 1117.
[Abstract][Full Text][PDF]
L. V. Moore, A. V. Diez Roux, J. A. Nettleton, and D. R. Jacobs 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.,
April 15, 2008;
167(8):
917 - 924.
[Abstract][Full Text][PDF]
J Pearce, R Hiscock, T Blakely, and K Witten The contextual effects of neighbourhood access to supermarkets and convenience stores on individual fruit and vegetable consumption
J Epidemiol Community Health,
March 1, 2008;
62(3):
198 - 201.
[Abstract][Full Text][PDF]
J. R. Sharkey and S. Horel Neighborhood Socioeconomic Deprivation and Minority Composition Are Associated with Better Potential Spatial Access to the Ground-Truthed Food Environment in a Large Rural Area
J. Nutr.,
March 1, 2008;
138(3):
620 - 627.
[Abstract][Full Text][PDF]
T. L. Gary, M. M. Safford, R. B. Gerzoff, S. L. Ettner, A. J. Karter, G. L. Beckles, and A. F. Brown Perception of Neighborhood Problems, Health Behaviors, and Diabetes Outcomes Among Adults With Diabetes in Managed Care: The Translating Research Into Action for Diabetes (TRIAD) Study
Diabetes Care,
February 1, 2008;
31(2):
273 - 278.
[Abstract][Full Text][PDF]
A. Hillier Childhood Overweight and the Built Environment: Making Technology Part of the Solution rather than Part of the Problem
The ANNALS of the American Academy of Political and Social Science,
January 1, 2008;
615(1):
56 - 82.
[Abstract][PDF]
H. S. Rout Socio-economic Factors and Household Health Expenditure: The Case of Orissa
Journal of Health Management,
January 1, 2008;
10(1):
101 - 118.
[Abstract][PDF]
M. Riva, L. Gauvin, and T. A Barnett Toward the next generation of research into small area effects on health: a synthesis of multilevel investigations published since July 1998
J Epidemiol Community Health,
October 1, 2007;
61(10):
853 - 861.
[Abstract][Full Text][PDF]
V. Breckwich Vasquez, D. Lanza, S. Hennessey-Lavery, S. Facente, H. A. Halpin, and M. Minkler Addressing Food Security Through Public Policy Action in a Community-Based Participatory Research Partnership
Health Promot Pract,
October 1, 2007;
8(4):
342 - 349.
[Abstract][PDF]
G. Sorensen, A. M. Stoddard, T. Dubowitz, E. M. Barbeau, J. Bigby, K. M. Emmons, L. F. Berkman, and K. E. Peterson The Influence of Social Context on Changes in Fruit and Vegetable Consumption: Results of the Healthy Directions Studies
Am J Public Health,
July 1, 2007;
97(7):
1216 - 1227.
[Abstract][Full Text][PDF]
M. Franco, A. Nandi, T. Glass, and A. Diez-Roux Smoke Before Food: A Tale of Baltimore City
Am J Public Health,
July 1, 2007;
97(7):
1178 - 1178.
[Full Text][PDF]
A. Drewnowski The Real Contribution of Added Sugars and Fats to Obesity
Epidemiol. Rev.,
June 24, 2007;
(2007)
mxm011v1.
[Abstract][Full Text][PDF]
M. C Wang, S. Kim, A. A Gonzalez, K. E MacLeod, and M. A Winkleby Socioeconomic and food-related physical characteristics of the neighbourhood environment are associated with body mass index
J Epidemiol Community Health,
June 1, 2007;
61(6):
491 - 498.
[Abstract][Full Text][PDF]
M. A. Papas, A. J. Alberg, R. Ewing, K. J. Helzlsouer, T. L. Gary, and A. C. Klassen The Built Environment and Obesity
Epidemiol. Rev.,
May 28, 2007;
(2007)
mxm009v1.
[Abstract][Full Text][PDF]
Y. Wang and M. A. Beydoun The Obesity Epidemic in the United States--Gender, Age, Socioeconomic, Racial/Ethnic, and Geographic Characteristics: A Systematic Review and Meta-Regression Analysis
Epidemiol. Rev.,
May 17, 2007;
(2007)
mxm007v1.
[Abstract][Full Text][PDF]
M. S. Mujahid, A. V. Diez Roux, J. D. Morenoff, and T. Raghunathan Assessing the Measurement Properties of Neighborhood Scales: From Psychometrics to Ecometrics
Am. J. Epidemiol.,
April 15, 2007;
165(8):
858 - 867.
[Abstract][Full Text][PDF]
S. B. Jilcott, B. A. Laraia, K. R. Evenson, L. M. Lowenstein, and A. S. Ammerman A Guide for Developing Intervention Tools Addressing Environmental Factors to Improve Diet and Physical Activity
Health Promot Pract,
April 1, 2007;
8(2):
192 - 204.
[Abstract][PDF]
Y. C. Cozier, J. R. Palmer, N. J. Horton, L. Fredman, L. A. Wise, and L. Rosenberg Relation Between Neighborhood Median Housing Value and Hypertension Risk Among Black Women in the United States
Am J Public Health,
April 1, 2007;
97(4):
718 - 724.
[Abstract][Full Text][PDF]
C. M. McKay, B. A. Bell-Ellison, K. Wallace, and J. M. Ferron A Multilevel Study of the Associations Between Economic and Social Context, Stage of Adolescence, and Physical Activity and Body Mass Index
Pediatrics,
February 1, 2007;
119(Supplement_1):
S84 - S91.
[Abstract][Full Text][PDF]
K. J Duffey, P. Gordon-Larsen, D. R Jacobs Jr, O D. Williams, and B. M Popkin Differential associations of fast food and restaurant food consumption with 3-y change in body mass index: the Coronary Artery Risk Development in Young Adults Study
Am. J. Clinical Nutrition,
January 1, 2007;
85(1):
201 - 208.
[Abstract][Full Text][PDF]
J. Sobal and B. Wansink Kitchenscapes, Tablescapes, Platescapes, and Foodscapes: Influences of Microscale Built Environments on Food Intake
Environment and Behavior,
January 1, 2007;
39(1):
124 - 142.
[Abstract][PDF]
P. J. Landrigan, L. Trasande, L. E. Thorpe, C. Gwynn, P. J. Lioy, M. E. D'Alton, H. S. Lipkind, J. Swanson, P. D. Wadhwa, E. B. Clark, et al. The National Children's Study: A 21-Year Prospective Study of 100 000 American Children
Pediatrics,
November 1, 2006;
118(5):
2173 - 2186.
[Abstract][Full Text][PDF]
C. O. Airhihenbuwa and L. Liburd Eliminating Health Disparities in the African American Population: The Interface of Culture, Gender, and Power
Health Educ Behav,
August 1, 2006;
33(4):
488 - 501.
[Abstract][PDF]
S. A. James, A. Fowler-Brown, T. E. Raghunathan, and J. Van Hoewyk Life-Course Socioeconomic Position and Obesity in African American Women: The Pitt County Study
Am J Public Health,
March 1, 2006;
96(3):
554 - 560.
[Abstract][Full Text][PDF]
L. V. Moore and A. V. Diez Roux Associations of Neighborhood Characteristics With the Location and Type of Food Stores
Am J Public Health,
February 1, 2006;
96(2):
325 - 331.
[Abstract][Full Text][PDF]
P. Gordon-Larsen, M. C. Nelson, P. Page, and B. M. Popkin Inequality in the Built Environment Underlies Key Health Disparities in Physical Activity and Obesity
Pediatrics,
February 1, 2006;
117(2):
417 - 424.
[Abstract][Full Text][PDF]
S. Cummins and S. Macintyre Food environments and obesity--neighbourhood or nation?
Int. J. Epidemiol.,
February 1, 2006;
35(1):
100 - 104.
[Full Text][PDF]
P. A. Braveman, C. Cubbin, S. Egerter, S. Chideya, K. S. Marchi, M. Metzler, and S. Posner Socioeconomic Status in Health Research: One Size Does Not Fit All
JAMA,
December 14, 2005;
294(22):
2879 - 2888.
[Abstract][Full Text][PDF]
E. M. Andresen and D. K. Miller The Future (History) of Socioeconomic Measurement and Implications for Improving Health Outcomes Among African Americans
J. Gerontol. A Biol. Sci. Med. Sci.,
October 1, 2005;
60(10):
1345 - 1350.
[Abstract][Full Text][PDF]
C. Cubbin and M. A. Winkleby Protective and Harmful Effects of Neighborhood-Level Deprivation on Individual-Level Health Knowledge, Behavior Changes, and Risk of Coronary Heart Disease
Am. J. Epidemiol.,
September 15, 2005;
162(6):
559 - 568.
[Abstract][Full Text][PDF]
S. B. Austin, S. J. Melly, B. N. Sanchez, A. Patel, S. Buka, and S. L. Gortmaker Clustering of Fast-Food Restaurants Around Schools: A Novel Application of Spatial Statistics to the Study of Food Environments
Am J Public Health,
September 1, 2005;
95(9):
1575 - 1581.
[Abstract][Full Text][PDF]
K. Pothukuchi Attracting Supermarkets to Inner-City Neighborhoods: Economic Development Outside the Box
Economic Development Quarterly,
August 1, 2005;
19(3):
232 - 244.
[Abstract][PDF]
J. R. Sharkey and N. E. Schoenberg Prospective Study of Black-White Differences in Food Insufficiency Among Homebound Elders
J Aging Health,
August 1, 2005;
17(4):
507 - 527.
[Abstract][PDF]
A. Drewnowski and N. Darmon The economics of obesity: dietary energy density and energy cost
Am. J. Clinical Nutrition,
July 1, 2005;
82(1):
265S - 273S.
[Abstract][Full Text][PDF]
A. J. Schulz, S. Zenk, A. Odoms-Young, T. Hollis-Neely, R. Nwankwo, M. Lockett, W. Ridella, and S. Kannan Healthy Eating and Exercising to Reduce Diabetes: Exploring the Potential of Social Determinants of Health Frameworks Within the Context of Community-Based Participatory Diabetes Prevention
Am J Public Health,
April 1, 2005;
95(4):
645 - 651.
[Abstract][Full Text][PDF]
S. N. Zenk, A. J. Schulz, B. A. Israel, S. A. James, S. Bao, and M. L. Wilson Neighborhood Racial Composition, Neighborhood Poverty, and the Spatial Accessibility of Supermarkets in Metropolitan Detroit
Am J Public Health,
April 1, 2005;
95(4):
660 - 667.
[Abstract][Full Text][PDF]
J. Bell and M. Standish Communities And Health Policy: A Pathway For Change
Health Aff.,
March 1, 2005;
24(2):
339 - 342.
[Abstract][Full Text][PDF]
A. Ellaway and S. Macintyre "5-a-day" may be harder to achieve in more deprived areas
J Epidemiol Community Health,
November 1, 2004;
58(11):
892 - 892.
[Full Text][PDF]
C. R. Horowitz, K. A. Colson, P. L. Hebert, and K. Lancaster Barriers to Buying Healthy Foods for People With Diabetes: Evidence of Environmental Disparities
Am J Public Health,
September 1, 2004;
94(9):
1549 - 1554.
[Abstract][Full Text][PDF]
A. F. Brown, S. L. Ettner, J. Piette, M. Weinberger, E. Gregg, M. F. Shapiro, A. J. Karter, M. Safford, B. Waitzfelder, P. A. Prata, et al. Socioeconomic Position and Health among Persons with Diabetes Mellitus: A Conceptual Framework and Review of the Literature
Epidemiol. Rev.,
July 1, 2004;
26(1):
63 - 77.
[Full Text][PDF]
K. Pothukuchi Community Food Assessment: A First Step in Planning for Community Food Security
Journal of Planning Education and Research,
June 1, 2004;
23(4):
356 - 377.
[Abstract][PDF]
M. Vallianatos, R. Gottlieb, and M. A. Haase Farm-to-School: Strategies for Urban Health, Combating Sprawl, and Establishing a Community Food Systems Approach
Journal of Planning Education and Research,
June 1, 2004;
23(4):
414 - 423.
[Abstract][PDF]
G Turrell, T Blakely, C Patterson, and B Oldenburg A multilevel analysis of socioeconomic (small area) differences in household food purchasing behaviour
J Epidemiol Community Health,
March 1, 2004;
58(3):
208 - 215.
[Abstract][Full Text][PDF]
S. C. J. Cummins THE LOCAL FOOD ENVIRONMENT AND HEALTH: SOME REFLECTIONS FROM THE UNITED KINGDOM
Am J Public Health,
April 1, 2003;
93(4):
521 - 521.
[Full Text][PDF]