Geospatial Analysis of Neighborhood Characteristics and Access to Fresh Produce: The Role of Farmers' Markets and Roadside Farm Stands

A growing number of studies have shown that adequate spatial access to healthy foods leads to increased fresh produce consumption and reduced risk of chronic diseases. Annual dynamics of spatial access to 1,539 vendors of fresh produce (including farmers markets and roadside farm stands) are analyzed in Massachusetts. Travel distance to the nearest fresh produce vendor was calculated for each census block group using GIS and dasymetric mapping. Spearman's rank order correlation coefficient was calculated to test whether the association between neighborhood characteristics and the travel distance to the nearest vendor existed and if it was statistically significant in urbanized and rural areas. Results show that during summer, median travel distance to the nearest fresh produce vendor decreases 20% in rural areas and 9% in urbanized areas. The shortest travel distances are associated with the most disadvantaged neighborhoods in both rural and urbanized settings. Further research is needed to examine if the same association holds true in other parts in the country.

[1]  T. Hirayama Diet and cancer , 1979 .

[2]  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.

[3]  G A Colditz,et al.  Changes in intake of fruits and vegetables in relation to risk of obesity and weight gain among middle-aged women , 2004, International Journal of Obesity.

[4]  A. Ellaway,et al.  The food retail environment and area deprivation in Glasgow City, UK , 2009, The international journal of behavioral nutrition and physical activity.

[5]  J. Sharkey,et al.  Neighborhood deprivation, vehicle ownership, and potential spatial access to a variety of fruits and vegetables in a large rural area in Texas , 2010, International journal of health geographics.

[6]  A. Tatem,et al.  The accuracy of human population maps for public health application , 2005, Tropical medicine & international health : TM & IH.

[7]  R. Blong,et al.  Defining area at risk and its effect in catastrophe loss estimation: a dasymetric mapping approach , 2004 .

[8]  T. Hubley Assessing the proximity of healthy food options and food deserts in a rural area in Maine , 2011 .

[9]  Shuming Bao,et al.  Fruit and vegetable access differs by community racial composition and socioeconomic position in Detroit, Michigan. , 2006, Ethnicity & disease.

[10]  Christopher R. Herrmann,et al.  Mapping Population Distribution in the Urban Environment: The Cadastral-based Expert Dasymetric System (CEDS) , 2007 .

[11]  A. D. Diez Roux,et al.  Neighborhood characteristics associated with the location of food stores and food service places. , 2002, American journal of preventive medicine.

[12]  Christopher G. Boone,et al.  Improving Resolution of Census Data in Metropolitan Areas using a Dasymetric Approach: Applications for the Baltimore Ecosystem Study , 2008 .

[13]  Luke J. Marzen,et al.  Land Cover, Tenure Characteristics, and Rural Well-Being in a Black Belt County , 2013, Int. J. Appl. Geospat. Res..

[14]  John C. Spence,et al.  Food Deserts in the Prairies? Supermarket Accessibility and Neighborhood Need in Edmonton, Canada* , 2006 .

[15]  Donald Rose,et al.  Neighbourhood fruit and vegetable availability and consumption: the role of small food stores in an urban environment , 2008, Public Health Nutrition.

[16]  Donald Rose,et al.  Food store access and household fruit and vegetable use among participants in the US Food Stamp Program , 2004, Public Health Nutrition.

[17]  C. Lo,et al.  Dasymetric Estimation of Population Density and Areal Interpolation of Census Data , 2004 .

[18]  Kirk Goldsberry,et al.  Visualizing nutritional terrain: a geospatial analysis of pedestrian produce accessibility in Lansing, Michigan, USA , 2010 .

[19]  Robert J. Hickey,et al.  Beyond Class Hours: The GIS Lab as a Center of Geographic Education , 2010, Int. J. Appl. Geospat. Res..

[20]  J. Mennis Generating Surface Models of Population Using Dasymetric Mapping , 2003, The Professional Geographer.

[21]  David Marshall,et al.  Neighbourhood food environment and area deprivation: spatial accessibility to grocery stores selling fresh fruit and vegetables in urban and rural settings. , 2010, International journal of epidemiology.

[22]  Shannon N Zenk,et al.  Fruit and vegetable intake in African Americans income and store characteristics. , 2005, American journal of preventive medicine.

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

[24]  Marie-Soleil Cloutier,et al.  Measuring and mapping disparities in access to fresh fruits and vegetables in Montréal. , 2008, Canadian journal of public health = Revue canadienne de sante publique.

[25]  K. Morland,et al.  Disparities in the availability of fruits and vegetables between racially segregated urban neighbourhoods , 2007, Public Health Nutrition.

[26]  Richard Shearmur,et al.  International Journal of Health Geographics Open Access the Case of Montréal's Missing Food Deserts: Evaluation of Accessibility to Food Supermarkets , 2022 .

[27]  Donna Spiegelman,et al.  Fruit and vegetable intake and risk of major chronic disease. , 2004, Journal of the National Cancer Institute.

[28]  Nicholas J. Tate,et al.  Refining Population Surface Models: Experiments with Northern Ireland Census Data , 2000, Trans. GIS.

[29]  Michael C Wimberly,et al.  Associations of supermarket accessibility with obesity and fruit and vegetable consumption in the conterminous United States , 2010, International journal of health geographics.

[30]  I. Perry,et al.  Prudent diet and the risk of insulin resistance. , 2004, Nutrition, metabolism, and cardiovascular diseases : NMCD.

[31]  Walter C Willett,et al.  Diet and cancer: an evolving picture. , 2005, JAMA.

[32]  Xiaomin Qiu,et al.  Population Estimation Methods in GIS and Remote Sensing: A Review , 2005 .

[33]  Lisa M Powell,et al.  Food store availability and neighborhood characteristics in the United States. , 2007, Preventive medicine.

[34]  S. Algert,et al.  Disparities in access to fresh produce in low-income neighborhoods in Los Angeles. , 2006, American journal of preventive medicine.

[35]  R. Rubinstein,et al.  Structural violence, urban retail food markets, and low birth weight. , 2008, Health & place.

[36]  Leslie W. Kennedy,et al.  Using Dasymetric Mapping for Spatially Aggregated Crime Data , 2004 .

[37]  Chery Smith,et al.  Fruit and vegetable access in four low-income food deserts communities in Minnesota , 2006 .

[38]  M. Langford,et al.  Generating and mapping population density surfaces within a geographical information system. , 1994, The Cartographic journal.

[39]  Michael D M Bader,et al.  Disparities in Neighborhood Food Environments: Implications of Measurement Strategies , 2010, Economic geography.

[40]  Gavin Turrell,et al.  Does living in a disadvantaged area mean fewer opportunities to purchase fresh fruit and vegetables in the area? Findings from the Brisbane food study. , 2006, Health & place.

[41]  J. Sharkey,et al.  Neighborhood socioeconomic deprivation and minority composition are associated with better potential spatial access to the ground-truthed food environment in a large rural area. , 2008, The Journal of nutrition.

[42]  Melissa C. Nelson,et al.  Neighborhood environments: disparities in access to healthy foods in the U.S. , 2009, American journal of preventive medicine.

[43]  T. Blakely,et al.  The contextual effects of neighbourhood access to supermarkets and convenience stores on individual fruit and vegetable consumption , 2008, Journal of Epidemiology & Community Health.

[44]  Lydia Zepeda,et al.  Which little piggy goes to market? Characteristics of US farmers' market shoppers , 2009 .

[45]  Gary Higgs,et al.  Measuring Potential Access to Primary Healthcare Services: The Influence of Alternative Spatial Representations of Population , 2006 .

[46]  Luanne Lohr,et al.  Local Food Systems: Concepts, Impacts, and Issues , 2012 .

[47]  Viacheslav I. Adamchuk,et al.  Learning Geospatial Concepts as Part of a Non-Formal Education Robotics Experience , 2012 .

[48]  S. Johnsen,et al.  Intake of fruit and vegetables and risk of stroke: an overview , 2004, Current opinion in clinical nutrition and metabolic care.