Does transportation mode modify associations between distance to food store, fruit and vegetable consumption, and BMI in low-income neighborhoods?

BACKGROUND A consistent body of research has shown that the neighborhood food environment is associated with fruit and vegetable (F&V) consumption and obesity in deprived neighborhoods in the United States. However, these studies have often neglected to consider how transportation can moderate associations between food accessibility and diet-related outcomes. OBJECTIVE This study examined associations between distance to primary food store, fruit and vegetable consumption, and BMI and whether mode of transportation to the primary food store moderates this relation. DESIGN Cross-sectional data from the baseline wave of the Philadelphia Neighborhood Food Environment Study were used. A telephone survey of adult (≥18 y of age) household primary food shoppers residing in 2 Philadelphia neighborhoods was conducted (n = 1440). RESULTS In a bivariate linear regression analysis, distance to primary food store did not predict F&V consumption (β = 0.04; 95% CI: -0.00, 0.09). Linear regression analysis stratified by transportation mode to the main F&V store showed no difference in F&V consumption between car, public, and multimodal transportation users. Compared with respondents using multimodal transportation, those using public transit had a significantly lower BMI (β = -1.31; 95% CI: -2.50, -0.10), whereas those using an automobile did not (β = -0.41; 95% CI: -1.36, 0.54). CONCLUSIONS The assumption that using an automobile to access food stores results in increased F&V consumption was not confirmed. Significant associations were found for the relation between transportation mode and BMI. Theory-based mechanisms explaining relationships between the primary transportation mode used to access food stores and BMI should be further explored.

[1]  Arleen F. Brown,et al.  Body Mass Index, Neighborhood Fast Food and Restaurant Concentration, and Car Ownership , 2009, Journal of Urban Health.

[2]  G Block,et al.  A data-based approach to diet questionnaire design and testing. , 1986, American journal of epidemiology.

[3]  Marnie Purciel-Hill,et al.  Measuring food deserts in New York City's low-income neighborhoods. , 2011, Health & place.

[4]  C. Lewis,et al.  Fast food restaurants and food stores: longitudinal associations with diet in young to middle-aged adults: the CARDIA study. , 2011, Archives of internal medicine.

[5]  C. Burns,et al.  Measuring food access in Melbourne: access to healthy and fast foods by car, bus and foot in an urban municipality in Melbourne. , 2007, Health & place.

[6]  Shuming Bao,et al.  Neighborhood racial composition, neighborhood poverty, and the spatial accessibility of supermarkets in metropolitan Detroit. , 2005, American journal of public health.

[7]  F. Hu,et al.  Comparison of self-reported and measured BMI as correlates of disease markers in US adults. , 2007, Obesity.

[8]  G. Block,et al.  Revision of dietary analysis software for the Health Habits and History Questionnaire. , 1994, American journal of epidemiology.

[9]  K. Flegal,et al.  Prediction equations do not eliminate systematic error in self-reported body mass index. , 1997, Obesity research.

[10]  F. Hu,et al.  Comparison of Self‐reported and Measured BMI as Correlates of Disease Markers in U.S. Adults , 2007, Obesity.

[11]  S. Friel,et al.  Obesogenic island: the financial burden of private transport on low-income households. , 2008, Journal of public health.

[12]  Yan Kestens,et al.  Social inequalities in food exposure around schools in an urban area. , 2010, American journal of preventive medicine.

[13]  G Block,et al.  Validation of a self-administered diet history questionnaire using multiple diet records. , 1990, Journal of clinical epidemiology.

[14]  Steve Wing,et al.  The contextual effect of the local food environment on residents' diets: the atherosclerosis risk in communities study. , 2002, American journal of public health.

[15]  Sara S. Metcalf,et al.  Dynamic urban food environments a temporal analysis of access to healthy foods. , 2011, American journal of preventive medicine.

[16]  D. Grigsby-Toussaint,et al.  Availability of commonly consumed and culturally specific fruits and vegetables in African-american and Latino neighborhoods. , 2010, Journal of the American Dietetic Association.

[17]  Shirley A. Star,et al.  AMERICAN ASSOCIATION FOR PUBLIC OPINION RESEARCH , 1980 .

[18]  D. Cohen,et al.  Non-residential neighborhood exposures suppress neighborhood effects on self-rated health. , 2007, Social science & medicine.

[19]  A James O'Malley,et al.  Proximity to food establishments and body mass index in the Framingham Heart Study offspring cohort over 30 years. , 2011, American journal of epidemiology.

[20]  E. Kristjansson,et al.  A Systematic Review of Food Deserts, 1966-2007 , 2009, Preventing chronic disease.

[21]  M. Graffar [Modern epidemiology]. , 1971, Bruxelles medical.

[22]  A. Peters,et al.  Food and park environments: neighborhood-level risks for childhood obesity in east Los Angeles. , 2007, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[23]  Leslie A Lytle,et al.  Measures of the food environment: a compilation of the literature, 1990-2007. , 2009, American journal of preventive medicine.

[24]  A. D. Diez Roux,et al.  Neighborhood Resources for Physical Activity and Healthy Foods and Their Association With Insulin Resistance , 2008, Epidemiology.

[25]  W. Willett,et al.  Fruit and vegetable consumption and colorectal adenomas in the Nurses' Health Study. , 2006, Cancer research.

[26]  S. Macintyre,et al.  Deprivation amplification revisited; or, is it always true that poorer places have poorer access to resources for healthy diets and physical activity? , 2007, The international journal of behavioral nutrition and physical activity.

[27]  Mario Schootman,et al.  The Role of Race and Poverty in Access to Foods That Enable Individuals to Adhere to Dietary Guidelines , 2006, Preventing chronic disease.

[28]  Steven Cummins,et al.  Food environments and obesity--neighbourhood or nation? , 2006, International journal of epidemiology.