Nutrition Environment Measures Survey in stores (NEMS-S): development and evaluation.

BACKGROUND Eating, or nutrition, environments are believed to contribute to obesity and chronic diseases. There is a need for valid, reliable measures of nutrition environments. This article reports on the development and evaluation of measures of nutrition environments in retail food stores. METHODS The Nutrition Environment Measures Study developed observational measures of the nutrition environment within retail food stores (NEMS-S) to assess availability of healthy options, price, and quality. After pretesting, measures were completed by independent raters to evaluate inter-rater reliability and across two occasions to assess test-retest reliability in grocery and convenience stores in four neighborhoods differing on income and community design in the Atlanta metropolitan area. Data were collected and analyzed in 2004 and 2005. RESULTS Ten food categories (e.g., fruits) or indicator food items (e.g., ground beef) were evaluated in 85 stores. Inter-rater reliability and test-retest reliability of availability were high: inter-rater reliability kappas were 0.84 to 1.00, and test-retest reliabilities were .73 to 1.00. Inter-rater reliability for quality across fresh produce was moderate (kappas, 0.44 to 1.00). Healthier options were higher priced for hot dogs, lean ground beef, and baked chips. More healthful options were available in grocery than convenience stores and in stores in higher income neighborhoods. CONCLUSIONS The NEMS-S tool was found to have a high degree of inter-rater and test-retest reliability, and to reveal significant differences across store types and neighborhoods of high and low socioeconomic status. These observational measures of nutrition environments can be applied in multilevel studies of community nutrition, and can inform new approaches to conducting and evaluating nutrition interventions.

[1]  Center for Food Safety and Applied Nutrition. , 1997, Nutrition reviews.

[2]  Neil Skolnik,et al.  Dietary Guidelines for Americans 2005 , 2005 .

[3]  M. Barker,et al.  Do ‘food deserts’ influence fruit and vegetable consumption?—a cross-sectional study , 2005, Appetite.

[4]  Catharyn T. Liverman,et al.  Preventing Childhood Obesity: Health in the Balance , 2005 .

[5]  T. Laveist,et al.  Minority Populations and Health: An Introduction to Health Disparities in the United States , 2005 .

[6]  D. Sepinwall Health and Behavior: The Interplay of Biological, Behavioral, and Societal Influences , 2002 .

[7]  S. Raudenbush,et al.  Relationship between Urban Sprawl and Physical Activity, Obesity, and Morbidity , 2003, American journal of health promotion : AJHP.

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

[9]  L. Kantor,et al.  U.S. Per Capita Food Supply Trends: More Calories, Refined Carbohydrates, and Fats , 2002 .

[10]  Karen Glanz,et al.  Strategies for increasing fruit and vegetable intake in grocery stores and communities: policy, pricing, and environmental change. , 2004, Preventive medicine.

[11]  Lawrence D. Frank,et al.  Healthy Nutrition Environments: Concepts and Measures , 2005, American journal of health promotion : AJHP.

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

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

[14]  J. Gerberding,et al.  Actual causes of death in the United States, 2000. , 2004, JAMA.

[15]  B. Popkin,et al.  Patterns and trends in food portion sizes, 1977-1998. , 2003, JAMA.

[16]  K. Glanz,et al.  Health behavior and health education : theory, research, and practice , 1991 .

[17]  J. Sallis,et al.  Environmental and societal factors affect food choice and physical activity: rationale, influences, and leverage points. , 2009, Nutrition reviews.

[18]  McGinnis Jm,et al.  Actual causes of death in the United States. , 1993 .

[19]  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.

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

[21]  David C. Sloane,et al.  Improving the nutritional resource environment for healthy living through community-based participatory research , 2003, Journal of General Internal Medicine.

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

[23]  S. Quandt,et al.  Barriers to nutritional well-being for rural elders: community experts' perceptions. , 1998, The Gerontologist.

[24]  D. Cassady,et al.  The availability and cost of healthier food alternatives. , 2006, American journal of preventive medicine.

[25]  E. Dowler,et al.  Mapping access to food in a deprived area: the development of price and availability indices , 2000, Public Health Nutrition.

[26]  P Diehr,et al.  Community-level comparisons between the grocery store environment and individual dietary practices. , 1991, Preventive medicine.

[27]  A. Drewnowski Obesity and the food environment: dietary energy density and diet costs. , 2004, American journal of preventive medicine.

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

[29]  J. R. Landis,et al.  The measurement of observer agreement for categorical data. , 1977, Biometrics.

[30]  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.

[31]  J. Sallis,et al.  Ecological models of health behavior. , 2008 .

[32]  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.

[33]  R. Mullis,et al.  Developing nutrient criteria for food-specific dietary guidelines for the general public. , 1990, Journal of the American Dietetic Association.

[34]  S. Headen Minority Populations and Health: An Introduction to Health Disparities in the United States , 2005, Preventing Chronic Disease.

[35]  J. Sallis,et al.  Linking objectively measured physical activity with objectively measured urban form: findings from SMARTRAQ. , 2005, American journal of preventive medicine.

[36]  K. Powell,et al.  The Effectiveness of Urban Design and Land Use and Transport Policies and Practices to Increase Physical Activity: A Systematic Review. , 2006, Journal of physical activity & health.

[37]  H. Vainio,et al.  IARC Handbooks of cancer prevention. Volume 8: fruit and vegetables. , 2003 .

[38]  P. Blackman Actual causes of death in the United States. , 1994, JAMA.

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

[40]  Martin A. Andresen,et al.  Obesity relationships with community design, physical activity, and time spent in cars. , 2004, American journal of preventive medicine.

[41]  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.