Neighborhood socioeconomic status and fruit and vegetable intake among whites, blacks, and Mexican Americans in the United States.

BACKGROUND Socioeconomic and racial-ethnic disparities in health status across the United States are large and persistent. Obesity rates are rising faster in black and Hispanic populations than in white populations, and they foreshadow even greater disparities in chronic illnesses such as diabetes and cardiovascular disease in years to come. Factors that influence dietary intake of fruit and vegetables in these populations are only partly understood. OBJECTIVES We examined associations between fruit and vegetable intake and neighborhood socioeconomic status (SES), analyzed whether neighborhood SES explains racial differences in intake, and explored the extent to which neighborhood SES has differential effects by race-ethnicity of US adults. DESIGN Using geocoded residential addresses from the Third National Health and Nutrition Examination Survey, we merged individual-level data with county and census tract-level US Census data. We estimated 3-level hierarchical models predicting fruit and vegetable intake with individual characteristics and an index of neighborhood SES as explanatory variables. RESULTS Neighborhood SES was positively associated with fruit and vegetable intake: a 1-SD increase in the neighborhood SES index was associated with consumption of nearly 2 additional servings of fruit and vegetables per week. Neighborhood SES explained some of the black-white disparity in fruit and vegetable intake and was differentially associated with fruit and vegetable intake among whites, blacks, and Mexican Americans. CONCLUSIONS The positive association of neighborhood SES with fruit and vegetable intake is one important pathway through which the social environment of neighborhoods affects population health and nutrition for whites, blacks, and Hispanics in the United States.

[1]  J. Brug,et al.  Environmental determinants of fruit and vegetable consumption among adults: a systematic review. , 2006, The British journal of nutrition.

[2]  K. Pickett,et al.  Multilevel analyses of neighbourhood socioeconomic context and health outcomes: a critical review , 2001, Journal of epidemiology and community health.

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

[4]  Donna Spiegelman,et al.  Diet quality and major chronic disease risk in men and women: moving toward improved dietary guidance. , 2002, The American journal of clinical nutrition.

[5]  Walter C Willett,et al.  Optimal diets for prevention of coronary heart disease. , 2002, JAMA.

[6]  I. Akresh Dietary Assimilation and Health among Hispanic Immigrants to the United States∗ , 2007, Journal of health and social behavior.

[7]  Frank Hu,et al.  The Effect of Fruit and Vegetable Intake on Risk for Coronary Heart Disease , 2001, Annals of Internal Medicine.

[8]  J Brug,et al.  Determinants of fruit and vegetable consumption among 6-12-year-old children and effective interventions to increase consumption. , 2005, Journal of human nutrition and dietetics : the official journal of the British Dietetic Association.

[9]  T. Seeman,et al.  Variation in nutrient intakes by ethnicity: results from the Study of Women's Health Across the Nation (SWAN) , 2002, Menopause.

[10]  Ana V Diez Roux,et al.  The association of personal and neighborhood socioeconomic indicators with subclinical cardiovascular disease in an elderly cohort. The cardiovascular health study. , 2004, Social science & medicine.

[11]  R. Jeffery,et al.  Environmental influences on eating and physical activity. , 2001, Annual review of public health.

[12]  G W Comstock,et al.  Neighborhood environments and coronary heart disease: a multilevel analysis. , 1997, American journal of epidemiology.

[13]  National Research Council,et al.  Nutrient Adequacy: Assessment Using Food Consumption Surveys. , 1987 .

[14]  C. Champagne,et al.  Ethnic differences in dietary intakes, physical activity, and energy expenditure in middle-aged, premenopausal women: the Healthy Transitions Study. , 2001, The American journal of clinical nutrition.

[15]  R. Scribner,et al.  Fast food, race/ethnicity, and income: a geographic analysis. , 2004, American journal of preventive medicine.

[16]  David R. Williams,et al.  Discrimination and Health , 2004 .

[17]  S. Kumanyika,et al.  Preventive Nutrition Issues in Ethnic and Socioeconomic Groups in the United States , 2001 .

[18]  S. Cummins,et al.  Place effects on health: how can we conceptualise, operationalise and measure them? , 2002, Social science & medicine.

[19]  David R. Williams,et al.  Toward a policy-relevant analysis of geographic and racial/ethnic disparities in child health. , 2008, Health affairs.

[20]  B. Swinburn,et al.  An “ecological” approach to the obesity pandemic , 1997, BMJ.

[21]  J. Brug,et al.  Determinants of fruit and vegetable consumption among children and adolescents: a review of the literature. Part I: quantitative studies , 2006, The international journal of behavioral nutrition and physical activity.

[22]  R. Deckelbaum,et al.  Primary and Secondary Preventive Nutrition , 2001, Nutrition and Health.

[23]  Ingrid Gould Ellen,et al.  Neighborhood Effects on Health: Exploring the Links and Assessing the Evidence , 2001 .

[24]  Walter C. Willett,et al.  24-Hour Dietary Recall and Food Record Methods , 1998 .

[25]  B A Swinburn,et al.  Diet, nutrition and the prevention of excess weight gain and obesity , 2004, Public Health Nutrition.

[26]  E. Frongillo,et al.  Life-course events and experiences: association with fruit and vegetable consumption in 3 ethnic groups. , 1999, Journal of the American Dietetic Association.

[27]  Anson,et al.  DIET , LIFESTYLE , AND THE RISK OF TYPE 2 DIABETES MELLITUS IN WOMEN , 2001 .

[28]  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.

[29]  S V Subramanian,et al.  Race/ethnicity, gender, and monitoring socioeconomic gradients in health: a comparison of area-based socioeconomic measures--the public health disparities geocoding project. , 2003, American journal of public health.

[30]  L. Frewer,et al.  Low-income consumers' attitudes and behaviour towards access, availability and motivation to eat fruit and vegetables , 2003, Public Health Nutrition.

[31]  S. Y. Kimm,et al.  Macronutrient intake of black and white adolescent girls over 10 years: the NHLBI Growth and Health Study. , 2003, Journal of the American Dietetic Association.

[32]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[33]  T. Byers,et al.  The Association between Fruit and Vegetable Intake and Chronic Disease Risk Factors , 1996, Epidemiology.

[34]  A. Mokdad,et al.  Dietary magnesium intake in a national sample of US adults. , 2003, The Journal of nutrition.

[35]  C. la Vecchia,et al.  Vegetables, fruit, antioxidants and cancer: a review of Italian studies , 2001, European journal of nutrition.

[36]  A. Lake,et al.  Obesogenic environments: exploring the built and food environments , 2006, The journal of the Royal Society for the Promotion of Health.

[37]  M. Winkleby,et al.  Changing Patterns in Health Behaviors and Risk Factors Related to Chronic Diseases, 1990–2000 , 2004, American journal of health promotion : AJHP.

[38]  M. Szklo,et al.  Neighbourhood differences in diet: the Atherosclerosis Risk in Communities (ARIC) Study. , 1999, Journal of epidemiology and community health.

[39]  Policy Challenges in Modern Health Care , 2006 .

[40]  Walter C Willett,et al.  Prospective Study of Major Dietary Patterns and Stroke Risk in Women , 2004, Stroke.

[41]  D Spiegelman,et al.  Prospective study of major dietary patterns and risk of coronary heart disease in men. , 2000, The American journal of clinical nutrition.

[42]  N. Day,et al.  Residential area deprivation predicts fruit and vegetable consumption independently of individual educational level and occupational social class: a cross sectional population study in the Norfolk cohort of the European Prospective Investigation into Cancer (EPIC-Norfolk) , 2004, Journal of Epidemiology and Community Health.

[43]  A. D. Diez Roux,et al.  Associations of neighborhood characteristics with the location and type of food stores. , 2006, American journal of public health.

[44]  B. H. Patterson,et al.  Psychosocial Factors Associated with Fruit and Vegetable Consumption , 1995, American journal of health promotion : AJHP.

[45]  M. Wandel,et al.  Dietary intake of fruits and vegetables in Norway: influence of life phase and socio-economic factors. , 1995, International journal of food sciences and nutrition.

[46]  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.

[47]  David R. Williams,et al.  Patterns and Causes of Disparities in Health , 2005 .

[48]  B. H. Patterson,et al.  Calories, fat and cholesterol: intake patterns in the US population by race, sex and age. , 1988, American journal of public health.

[49]  R. Kronmal,et al.  The Cardiovascular Health Study: design and rationale. , 1991, Annals of epidemiology.

[50]  R. Forshee,et al.  Demographics, not beverage consumption, is associated with diet quality , 2006, International journal of food sciences and nutrition.

[51]  F. Hu,et al.  A prospective study of major dietary patterns and the risk of breast cancer. , 2001, Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology.

[52]  R. Shepherd,et al.  Factors that affect the food choices made by girls and young women, from minority ethnic groups, living in the UK. , 2007, Journal of human nutrition and dietetics : the official journal of the British Dietetic Association.

[53]  M. White,et al.  Food access and obesity , 2007, Obesity reviews : an official journal of the International Association for the Study of Obesity.