|
Measuring aspects of the environment related to availability and
accessibility of healthy foods
The survey of instruments was completed and
the chapter written by Melissa Smiley and Ana Diez Roux. It was last
revised in May, 2005.
Introduction
The
attached table summarizes articles demonstrating different ways to
measure accessibility of grocery stores and availability of healthy
foods. While people are often encouraged to improve their health by
eating healthier foods, it is important to understand how access and
availability of food impact dietary choicest in different communities
and neighborhoods.
The
overall goal of this table is to identify a range of ways to measure one
environmental risk factor (accessibility and availability of food) for
cardiovascular disease. The articles summarized in this table include
measurement techniques to collect subjective and objective data. The
articles themselves, however, generally do not specifically address
cardiovascular disease. The table is focused exclusively on identifying
and highlighting measurement techniques, and is not concerned with
actual results calculated or correlations determined.
Key Elements in the Table
The
following sections briefly describe the contents of each table column
and the analysis criteria and definitions used in their creation.
Sources
Sources are arranged alphabetically by year, beginning with 2005. Only
articles published more recently than 1990 are included in the table.
We chose this year because significant research into the issues occurred
throughout the 1990s. Multiple sources are grouped into one table row
when they utilized substantially similar or identical data and
measurement technique.
This table is not an exhaustive collection of articles. We consulted
various databases, including PubMed, FirstSearch, the Avery Index to
Architectural Periodicals, and Family and Society Studies Worldwide. We
systematically reviewed citations in articles in the table and articles
that were considered but ultimately not included. Once this process
began to yield largely similar results, we were satisfied that we
captured the majority of current work in this field.
Constructs
We
identified two main constructs conveyed in the research. Readers are
invited to scan the table using these constructs to find measurements of
interest. The constructs are described below.
-
Availability
– These measurements focus on specific food items and determine
whether they are sold, how much they cost, and what varieties and
amounts are available.
-
Accessibility
– These measurements focus on counting numbers of food retailers
(including stores and restaurants), determining where they are
located, and calculating how they are distributed throughout
geographic areas.
Note that slightly different definitions of availability and
accessibility may be used by others.
Strategies
-
Focus groups
– Information on food access and shopping patterns are gathered by
conducting focus groups in a neighborhood or community.
-
Mapping
– Locations of stores and/or restaurants are mapped for the purposes
of identifying underserved areas.
-
Observation (single item)
– Observers visit stores for the purpose of measuring availability a
particular product (usually milk).
-
Observation (list)
– Observers visit stores for the purpose of measuring availability of
a collection of products, usually in the form of a shopping list.
-
Statistical Analysis
– New statistical measurements are created and calculated, using
existing data sources and/or maps.
-
Survey
– Residents, shoppers, or grocery store managers are surveyed.
Measurement
This column contains a short summary of the actual steps taken to
measure food access and/or availability. For surveys, the number and
types of survey items are listed. For observations, the type of food
and rationale for choosing it is included.
Validity/Reliability
Validity and/or reliability are noted with short descriptions, if
applicable to the study. Wherever possible, coefficients and
correlations are included. No mention is made if researchers merely
noted that scales were previously tested or items had “face validity.”
General Comments and Areas for Further Research
Overall, there are innovative steps being taken to research things in
this field. This collection of articles and research strategies
demonstrates ample room for more to be done. As small towns and cities
combat declining downtowns with new residential development, access and
availability of food will be important. It is also time to recognize
the barriers to acquiring healthy food in neighborhoods where food
access and availability has been consistently overlooked,
There are two main limitations of this collection of articles. Detailed
examinations of physical access to stores rarely address whether
residents have the economic means of purchasing food. Though some
research includes cost considerations, much more can be done to examine
disparities between the possibility of purchasing food and having the
economic means to do it. A second limitation is that very few articles
directly address how food availability and accessibility affect the
dietary behavior of residents. Investigating this issue is especially
complex because of the likelihood that reciprocal relationships are
present.
|
Sources |
Constructs |
Strategies |
Measurements |
Validity |
Reliability |
|
Abarca, J. &
Ramachandran S. (2005). Using community indicators to assess
nutrition in Arizona-Mexico border communities. Preventing
Chronic Disease. 2(1), 1-11. |
Availability |
Survey |
Gathered
information about grocery store preferences and purchases from
structured interviews with grocery store managers. Compared
demand for certain healthy products with other products. Survey
(in English and Spanish) included in the article. Researchers
also gathered data on milk consumption from regional milk
distributors. |
None |
Survey
pilot-tested with 2 former grocery store managers. |
|
Ayala, G. et al.
(2005). Restaurant and food shopping selections among Latino
women in Southern California. Journal of the American Dietetic
Association. 105(1), 38-45. |
Accessibility |
Survey |
Conducted a
home-based interview with 357 Latino women in San Diego County,
CA. Several questions address restaurant choice, including
location, reason for selecting it and frequency of meals outside
the home. Food shopping questions address where they shop,
whether nutrition information is available, and reasons for
selecting a store. Restaurants and food stores were then
categorized by type of food and service. |
None |
None |
|
Lewis,
L. B. et al.
(2005) African Americans’ access to healthy food
options in South Los Angeles restaurants. American Journal of
Public Health. 95(4) 668-673. |
Availability |
Observation (list) |
Visited random
samples of different restaurant types (fast-food, fast-casual,
sit-down) in less affluent and more affluent areas of Los
Angeles. Used a 62-item instrument to assess availability,
quality and preparation of food based on restaurant menus.
Surveyors included students and local community members. |
None |
None |
|
Zenk,
S.N. et al.
(2005) Neighborhood racial composition,
neighborhood poverty, and the spatial accessibility of
supermarkets in metropolitan Detroit. American Journal of
Public Health. 95 (4), 660-667. |
Accessibility |
Mapping
Spatial analysis |
Utilized a
geographic information system (GIS) to measure distances between
census tracts and chain supermarkets in Detroit. Supermarkets
were identified with a government list and with online and printed
directories. Analyzed relationship between store location and
neighborhood socio-economic characteristics with s spatial
regression model. |
None |
None |
|
Patterson, P.K. &
Chapman N. J. (2004). Urban form and older residents service use,
walking, driving, quality of life, and neighborhood satisfaction.
American Journal of Health Promotion. 19(1), 45-52. |
Accessibility |
Survey
Statistical analysis |
Compared people
with similar SES characteristics living in census tracts with
different urban forms. Calculated distances to various
neighborhood services (including grocery stores) and compared them
to rates of walking and service use. |
Validity of survey previously tested |
None |
|
Sloane,
D. C. et al.
(2003). Improving the nutritional resource
environment for health living through community-based
participatory research. Journal of General Internal Medicine.
18, 568-575. |
Availability |
Observation (list) |
Assessed healthy
food availability with store visits by trained community members.
Created a one-page shopping list of services and healthy items.
Adapted a previously validated twelve-page healthy food assessment
of availability. |
None |
None |
|
Clarke, G., Eyre,
H., & Guy, C. (2002). Deriving indicators of access to food retail
provision in British cities: Studies of Cardiff, Leeds, and
Bradford. Urban Studies. 39(11), 2041-2060.
|
Accessibility |
Mapping |
Utilized complex mapping and modeling
approaches to quantify city-wide food access based on actual
shopping flows (instead of crude distance to stores) and identify
so-called “food deserts.” Defined food deserts as areas with high
disadvantage scores, no local shops, and further than 500m from a
large store.
|
None |
None |
|
Cummins, S., &
Macintyre, S. (2002). A systematic study of an urban foodscape:
The price and availability of food in greater Glasgow. Urban
Studies. 39(11), 2115-2130 |
Availability |
Observation (list) |
Visited 325 food
retailers and collected data on 57 standard food items comprising
of 100% of recommended daily nutrient intake. Information was
collected on cheapest prices, branded price, and general food
availability. Food retailers were categorized by type. |
None |
None |
|
Morland, K., Wing,
S., Diez Roux, A., & Poole, C. (2002). Neighborhood
characteristics associated with the location of food stores and
food service places. American Journal of Preventive Medicine.
22(1), 23-29. |
Accessibility |
Mapping
Statistical analysis |
Collected names
and locations of food retailers (including restaurants) from local
and state government sources. Classified each retailer according
to type and purpose of food provided using an established system.
Geocoded addresses to census tracts for analysis of SES
characteristics |
None |
None |
|
Whelan, A. et al.
(2002). Life in a "food desert". Urban Studies. 39(11),
2083-2100. |
Accessibility
Availability |
Focus Group |
Focused on
perceived economic and physical constraints on residents in an
underserved area by conducting five focus groups prior to the
opening of a large food retailer. |
None |
None |
|
Edmonds, J. et al.
(2001). Ecological and socioeconomic correlates of fruit, juice,
and vegetable consumption among African-American boys.
Preventive Medicine. 32, 476-481. |
Availability |
Observation (list) |
Observed
restaurants and food stores in census tract target areas.
Measured different forms (fresh, frozen, dried, canned) of 10
types of fruit, 3 types of juice, and 12 vegetables commonly
consumed by African-American youth. Measured presence on shelves
or menu (Y/N) and width of shelf space. Recorded frequency and
placement of items on restaurant menus. |
Pretested check list |
Test-retest of menu classification |
|
Reidpath, D. D. et al.
(2001) An
ecological study of the relationship between social and
environmental determinants of obesity. Health & Place. 8,
141-45. |
Accessibility |
Statistical analysis |
Calculated density
of fast food outlets and compared it to SES characteristics of
postal code districts in Melbourne, Australia. Fast food outlets
were defined as retail outlets of one of the nations’ five largest
chains. Outlet location was determined online.
|
None |
None |
|
Donkin, A. et al. (2000).
Mapping access to food in a deprived area: The development of
price and availability indices. Public Health Nutrition.
3(1), 31-38.
Donkin, A. et
al. (1999). Mapping access to food at a local level. British
Food Journal. 101(7), 554-564.
|
Accessibility
Availability |
Observation (list)
Mapping
Statistical analysis |
Selected one central point in two
neighboring disadvantaged London wards and conducted a full census
of all food shops within 2 km. Developed shopping lists (included
in article) of healthy food quantities/types preferred by four
local ethnic groups. Preferences were determined informally.
Collected information availability, prices, location, subjective
quality, cleanliness, bus stops, hours, and nearby shops.
Devised sample
indices of availability for mapping, including mean cost index per
shop and a “green” (fresh fruit and vegetable) availability
index. Included maps representing shops based on their index
scores.
|
Pilot-tested shopping list |
Reliability tested
on a subset of food shops and also on price variation over months
of data collection. |
|
Ellaway, A., &
Macintyre, S. (2000). Shopping for food in socially contrasting
localities. British Food Journal. 102(1), 52-59.
|
Accessibility
Availability |
Survey |
Surveyed
approximately 700 forty- and sixty-year-olds from socially
contrasting neighborhoods about food shopping practices, including
whether they shopped locally and where/how certain items were
purchased. Questions also rated the importance of certain factors
when selecting food retailer including price, location, quality,
service, and cleanliness. |
None |
None |
|
Cummins, S., &
Macintyre, S. (1999). The location of food stores in urban areas:
A case study in Glasgow. British Food Journal. 101(7), 545.
|
Accessibility |
Mapping
Statistical analysis |
Studied a sample
of 325 food stores in the Glasgow area, differentiating between
chain and non-chain outlets. Assigned a deprivation score to each
store based on the postal code district and municipality it is
located in. Investigated of store distribution across areas with
different deprivation levels. |
None |
None |
|
Fisher,
B. D., & Strogatz, D. S. (1999).
Community measures
of low-fat milk consumption: Comparing store shelves with
households. American Journal of Public Health. 89(2),
235-237. |
Availability |
Observation (single item) |
Visited a random
sample of stores that sell milk and calculated the percentage of
milk on the shelf with fat content of 1% or lower. Compared the
results to telephone survey data targeting the type of milk
generally found in respondent’s homes and the places they
generally purchase milk. |
None |
None |
|
Skerratt, S.
(1999). Food availability and choice in rural Scotland: The impact
of "place". British Food Journal. 101(7), 537.
|
Accessibility
Availability |
Focus Group
Survey |
Combined several
anthropological and qualitative techniques, including
semi-structured interviews and focus groups, to gather data about
rural food accessibility, availability, and healthy diets. |
None |
None |
|
Barratt, J.
(1997). The cost and availability of healthy food choices in
southern Derbyshire. Journal of Human Nutrition and Dietetics.
10, 63-69. |
Availability |
Observation (list) |
Priced 7-day
purchases at 6-10 supermarkets in one region at two-year intervals
from 1990-94. The shopping list (included in article appendix)
came from an actual person and included both enough nutrients to
be a healthy diet and also snack items. Observers noted the
cheapest brand and most economical package. |
None |
None |
|
Cheadle, A. et al. (1995).
Evaluating community-based nutrition programs: Comparing grocery
store and individual-level survey measures of program impact.
Preventive Medicine. 24, 71-79.
Cheadle, A. et
al. (1993). Can measures of the grocery store environment be used
to track community-level dietary changes? Preventive Medicine.
22, 361-372.
|
Availability |
Observation (list)
Survey |
Visited grocery
stores to record availability of low-fat and high-fiber foods (by
proportion of shelf space) and health education information.
Selected stores with 2 or more checkout aisles, with a phone book
listing, and with meat and produce. Gathered self-reported
dietary intake data by a phone survey of residents. Compared the
two data sources to determine if grocery store surveys provide an
accurate picture of community dietary practices.
|
Tested and discussed |
Tested and discussed |
|
Wechsler, H. et
al. (1995). The availability of low-fat milk in an inner-city
Latino community: Implication for nutrition education. American
Journal of Public Health. 85(12), 1690-1692.
|
Availability |
Observation (single item) |
Observed and
identified 257 bodegas (defined here as food stores that
sell milk but have only one register) and 25 supermarkets in a
low-income predominantly Latino neighborhood in New York City.
Observers counted cartons of each milk type (fat content) and size
(quarts, half gallons, gallons). Proportion of milk shelf space
occupied by low-fat milk was calculated. |
None |
Inter-rater
reliability r>.99 and P<.001. Test-retest reliability found
availability and proportion of shelf space highly correlated
(r=.92 and p<.001). |
|
Sooman, A.,
Macintyre, S., & Anderson, A. (1993). Scotland's health - a more
difficult challenge for some? The price and availability of
healthy foods in socially contrasting localities in the west of
Scotland. Health Bulletin. 51(5), 276-284.
|
Accessiblity
Availability |
Observation (list) |
Selected a
representative sample of shops based on type, SES characteristics,
and geographical spread. Priced smallest available amounts of a
list of healthy foods (consumption encouraged) and unhealthy foods
(consumption discouraged). Lists included in article. |
None |
None |
|
Mooney, C. (1990).
Cost and availability of healthy food choices in a London health
district. Journal of Human Nutrition and Dietetics. 3,
111-120. |
Availability |
Observation (list) |
Visited the nine
largest supermarkets (>2500 sq ft) in and adjacent to affluent and
non-affluent parts of a London health district with 100,000
residents. Compared availability of a list of foods meeting
health guidelines with a list less healthy foods to identify the
cost of improving a diet. Different sizes and varieties were
included. |
None |
None |
|