Measuring the food environment: state of the science.

The past decades have seen an increased interest in understanding how the environment affects population health. In particular, public health practitioners and researchers alike are eager to know how the food environments of neighborhoods, schools, and worksites affect food choices and, ultimately, population risk for obesity and other diet-related chronic disease. However, the measurement tools for assessing the environment and the employed study designs have limited our ability to gain important ground. The field has not yet fully considered the psychometric properties of the environmental measurement tools, or how to deal with the copious amounts of data generated from many environmental measures. The field is dominated by research using unsophisticated study designs and has frequently failed to see the role of social and individual factors and how they interrelate with the physical environment. This paper examines some of the measurement issues to be considered as public health practitioners and researchers attempt to understand the impact of the food environment on the health of communities and takes a broad look at where the science currently is with regard to how the food environment is measured, thoughts on what issues may benefit from more deliberate inspection, and directions for future work.

[1]  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.

[2]  L. Mckay,et al.  McDonald's restaurants and neighborhood deprivation in Scotland and England. , 2005, American journal of preventive medicine.

[3]  Anna F Timperio,et al.  International Journal of Behavioral Nutrition and Physical Activity Understanding Environmental Influences on Nutrition and Physical Activity Behaviors: Where Should We Look and What Should We Count? , 2022 .

[4]  J. Guthrie,et al.  Nutrition services and foods and beverages available at school: results from the School Health Policies and Programs Study 2006. , 2001, The Journal of school health.

[5]  L. Lytle,et al.  Schoolwide food practices are associated with body mass index in middle school students. , 2005, Archives of pediatrics & adolescent medicine.

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

[7]  S. Kelder,et al.  Outcomes of a field trial to improve children's dietary patterns and physical activity. The Child and Adolescent Trial for Cardiovascular Health. CATCH collaborative group. , 1996, JAMA.

[8]  C. Perry,et al.  Influencing healthful food choices in school and home environments: results from the TEENS study. , 2006, Preventive medicine.

[9]  R. Housemann,et al.  Measuring Cues for Healthy Choices on Restaurant Menus: Development and Testing of a Measurement Instrument , 2004, American journal of health promotion : AJHP.

[10]  Stephen W. Raudenbush,et al.  1. Ecometrics: Toward a Science of Assessing Ecological Settings, with Application to the Systematic Social Observation of Neighborhoods , 1999 .

[11]  N. Wrigley,et al.  Deprivation, Diet, and Food-Retail Access: Findings from the Leeds ‘Food Deserts' Study , 2003 .

[12]  C. Guy,et al.  Food retail change and the growth of food deserts: a case study of Cardiff , 2004 .

[13]  Kenneth A. Bollen,et al.  Latent curve models: A structural equation perspective , 2005 .

[14]  Johannes Brug,et al.  Revisiting Kurt Lewin: how to gain insight into environmental correlates of obesogenic behaviors. , 2006, American journal of preventive medicine.

[15]  L. Birch,et al.  Childhood overweight: a contextual model and recommendations for future research , 2001, Obesity reviews : an official journal of the International Association for the Study of Obesity.

[16]  Joel Gittelsohn,et al.  Physical, consumer, and social aspects of measuring the food environment among diverse low-income populations. , 2009, American journal of preventive medicine.

[17]  R. Sitgreaves Psychometric theory (2nd ed.). , 1979 .

[18]  Ronald C. Curhan The Effects of Merchandising and Temporary Promotional Activities on the Sales of Fresh Fruits and Vegetables in Supermarkets , 1974 .

[19]  Jay S. Kaufman,et al.  Methods in social epidemiology , 2006 .

[20]  G. Mensah,et al.  Socioeconomic status and trends in disparities in 4 major risk factors for cardiovascular disease among US adults, 1971-2002. , 2006, Archives of internal medicine.

[21]  Carol R Horowitz,et al.  Barriers to buying healthy foods for people with diabetes: evidence of environmental disparities. , 2004, American journal of public health.

[22]  Judith S. Baxter,et al.  Pricing and promotion effects on low-fat vending snack purchases: the CHIPS Study. , 2001, American journal of public health.

[23]  M. Petticrew,et al.  Healthy Cities: The Impact of Food Retail-led Regeneration on Food Access, Choice and Retail Structure , 2005 .

[24]  C. Basch,et al.  The availability of low-fat milk in an inner-city Latino community: implications for nutrition education. , 1995, American journal of public health.

[25]  Ana V Diez Roux,et al.  Assessing the measurement properties of neighborhood scales: from psychometrics to ecometrics. , 2007, American journal of epidemiology.

[26]  Steve Wing,et al.  Supermarkets, other food stores, and obesity: the atherosclerosis risk in communities study. , 2006, American journal of preventive medicine.

[27]  B. Swinburn,et al.  Dissecting obesogenic environments: the development and application of a framework for identifying and prioritizing environmental interventions for obesity. , 1999, Preventive medicine.

[28]  Steven Cummins,et al.  Neighbourhood food environment and diet: time for improved conceptual models? , 2007, Preventive medicine.

[29]  N. Brener,et al.  Prevalence of school policies, programs, and facilities that promote a healthy physical school environment. , 2003, American journal of public health.

[30]  D. Ward,et al.  Reliability and validity of a nutrition and physical activity environmental self-assessment for child care , 2007, The international journal of behavioral nutrition and physical activity.

[31]  June Stevens,et al.  Pathways: a school-based, randomized controlled trial for the prevention of obesity in American Indian schoolchildren. , 2003, The American journal of clinical nutrition.

[32]  B. Psaty,et al.  Evaluating community-based nutrition programs: assessing the reliability of a survey of grocery store product displays. , 1990, American journal of public health.

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

[34]  David Harris,et al.  Checklist of Health Promotion Environments at Worksites (CHEW): Development and Measurement Characteristics , 2002, American journal of health promotion : AJHP.

[35]  T. Carpenter,et al.  Spatial analytical methods and geographic information systems: use in health research and epidemiology. , 1999, Epidemiologic reviews.

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

[37]  K. Lewin,et al.  Field Theory in Social Science: Selected Theoretical Papers , 1951 .

[38]  A. Bandura Social Foundations of Thought and Action , 1986 .

[39]  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.

[40]  J Brug,et al.  Socioeconomic inequalities in food purchasing: the contribution of respondent-perceived and actual (objectively measured) price and availability of foods. , 2007, Preventive medicine.

[41]  William F. Massy,et al.  Shelf Position and Space Effects on Sales , 1970 .

[42]  K. Lewin Field theory in social science , 1951 .

[43]  J B McKinlay,et al.  To boldly go.... , 2000, American journal of public health.

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

[45]  S. Austin,et al.  Clustering of fast-food restaurants around schools: a novel application of spatial statistics to the study of food environments. , 2005, American journal of public health.

[46]  Barbara A Laraia,et al.  Proximity of supermarkets is positively associated with diet quality index for pregnancy. , 2004, Preventive medicine.

[47]  Ross C Brownson,et al.  What Constitutes an Obesogenic Environment in Rural Communities? , 2006, American journal of health promotion : AJHP.

[48]  Patrick M O'Malley,et al.  Associations between access to food stores and adolescent body mass index. , 2007, American journal of preventive medicine.

[49]  Lawrence D Frank,et al.  Nutrition Environment Measures Study in restaurants (NEMS-R): development and evaluation. , 2007, American journal of preventive medicine.

[50]  K. Ribisl,et al.  Measuring the climate for health at organizations. Development of the worksite health climate scales. , 1993, Journal of occupational medicine. : official publication of the Industrial Medical Association.

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

[52]  J. Brug,et al.  A systematic review of associations between environmental factors, energy and fat intakes among adults: is there evidence for environments that encourage obesogenic dietary intakes? , 2007, Public Health Nutrition.

[53]  J. M. Oakes,et al.  The (mis)estimation of neighborhood effects: causal inference for a practicable social epidemiology. , 2004, Social science & medicine.

[54]  S. French,et al.  An environmental intervention to promote lower-fat food choices in secondary schools: outcomes of the TACOS Study. , 2004, American journal of public health.

[55]  J. Loehlin Latent variable models , 1987 .

[56]  Steven N. Durlauf,et al.  Identifying social interactions: a review , 2005 .

[57]  S. French,et al.  Worksite environment physical activity and healthy food choices: measurement of the worksite food and physical activity environment at four metropolitan bus garages , 2007, The international journal of behavioral nutrition and physical activity.

[58]  Lauren Hale,et al.  Neighborhood socioeconomic status and fruit and vegetable intake among whites, blacks, and Mexican Americans in the United States. , 2008, The American journal of clinical nutrition.

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

[60]  Karen Glanz,et al.  Creating healthy food and eating environments: policy and environmental approaches. , 2008, Annual review of public health.

[61]  K. Brownell,et al.  Food fight : the inside story of the food industry, America's obesity crisis, and what we can do about it , 2004 .

[62]  Lawrence D Frank,et al.  Nutrition Environment Measures Survey in stores (NEMS-S): development and evaluation. , 2007, American journal of preventive medicine.

[63]  L. Lytle,et al.  Assessing the dietary environment: examples from school-based nutrition interventions , 2002, Public Health Nutrition.

[64]  Martha Y. Kubik,et al.  School-Based Approaches to Affect Adolescents’ Diets: Results From the TEENS Study , 2004, Health education & behavior : the official publication of the Society for Public Health Education.

[65]  T. Baranowski,et al.  Ecological and socioeconomic correlates of fruit, juice, and vegetable consumption among African-American boys. , 2001, Preventive medicine.

[66]  L. Kann,et al.  Reliability and validity of the School Health Policies and Programs Study 2000 questionnaires. , 2003, The Journal of school health.

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

[68]  T. Golaszewski,et al.  Heart Check: The Development and Evolution of an Organizational Heart Health Assessment , 2002, American journal of health promotion : AJHP.

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

[70]  C. Perry,et al.  The association of the school food environment with dietary behaviors of young adolescents. , 2003, American journal of public health.