National Health and Nutrition Examination Survey (NHANES) is conducted by Department of Health and Human
Services (DHHS) to assess the health and nutritional status of a nationally representative sample of
children and adults in the United States. The data are representative of the civilian, non-institutionalized
U.S. population. What We Eat in America (WWEIA) and its predecessor the Continuing Survey of Food Intake by
Individuals (CSFII) is the dietary intake interview component of the National Health and Nutrition
Examination Survey (NHANES). It is conducted as a partnership between the U.S. Department of Agriculture
(USDA) and the U.S. Department of Health and Human Services (DHHS). WWEIA consists of two non-consecutive
days of 24-hour dietary recall data.
WWEIA-Food Commodity Intake Database (FCID) 2005-10 was developed by U.S. EPA's Office of Pesticide Programs
(OPP) to improve the utility of the WWEIA food consumption survey for pesticide dietary exposure assessment.
These data are also used by U.S. EPA’s Office of Research and Development to update food consumption rates
presented in EPA’s Exposure Factors Handbook. WWEIA-FCID 2005-10 translates food consumption as reported
eaten in WWEIA (2005-2010 survey cycles) into consumption of U.S. EPA-defined food commodities. Such food
commodity intakes are expressed as grams of food commodity consumed per day or per kg bodyweight per day for
over 500 commodities derived from more than 7000 different foods and beverages reported in the two
surveys. WWEIA-FCID 2005-10 is intended to complement the CSFII and NHANES/WWEIA databases in
that it provides estimates of food consumption expressed as food commodities as opposed to foods
per se (i.e., "as eaten") which can in some exposure and other situations be of more utility.
The database also includes
WWEIA 2005-10 food consumption and demographic data
that is available through CDC's National Center for Health Statistics. WWEIA-FCID is an integral component
in the Dietary Exposure Evaluation Model (DEEM) used by EPA’s OPP to estimate the dietary exposures to
pesticides for the general U.S. population and various demographic subgroups. In general terms, dietary
exposures estimated by the DEEM software are derived by multiplying a consumption amount by a pesticide
residue in the food commodity.
In the conduct of its dietary risk assessments for pesticides OPP is most interested in
consumption of food commodities in the form of ingredients such as beef, wheat flour, tomato
sauce, soybean oil, etc. rather than foods "as eaten" (e.g., lasagna). While the NHANES "What
We Eat in America" survey provides extensive, statistically representative information on food
consumption for approximately 10,000 surveyed individuals for each 2-year survey cycle,
information on food commodity consumption with foods expressed in terms of ingredients is not
present. As a result, the FCID was developed for use by EPA and other organizations when
conducting exposure assessments on an "ingredient" or "food commodity" basis. FCID was
developed using reported intakes from CSFII (1994-96/1998) and WWEIA (currently 2005-2010)
which were translate to a food commodity basis. Specifically: the FCID uses recipe files (aka
"100 grm files") to break down all foods into their agricultural commodity equivalents. For
example, what was reported by a WWEIA survey respondent as a 1/8 slice of a 12" pepperoni
pizza would be converted in FCID to gram amounts of wheat flour, beef, milk (reflecting the
cheese), tomato sauce, soybean oil, etc. for that respondent. Of course, all the demographic
information associated with that respondent as collected by CSFII or NHANES such as
socio-economic status, age, race/ethnicity, etc. and other information such as body weight and
other anthropological measurements is also retained with that record. FCID also contains
additional information with respect to the cooked status (yes/no), cooking method (baked,
broiled, fried, etc.) and food form (fresh, frozen, canned, pickled, etc.) of the
ingredients, information that is not available in CSFII or WWEIA.
In addition to its direct applications in pesticide dietary exposure assessment, WWEIA-FCID 2005-10 also
offers the capability for estimating consumption rates for water and food groups as presented in EPA’s
Exposure Factors Handbook. These data are useful when estimating general population exposures to a
contaminant that may be present in food (e.g., methylmercury in fish, arsenic in water). For example,
estimating average exposure to a contaminant present in community water for children 3 to < 6 years
old requires information about the average consumption of community water for that age group. This can
be easily obtained using the FCID Consumption Calculator by selecting “Water-community water” from the
drop down menu under the Exposure Factors Handbook Water/Food tab; selecting 3 to < 6 years old age
group from the “Filters” menu; selecting either “Detailed Percentiles,” “EPA-EFH Percentiles,” or
“Summary Statistics” from the Report type view menu; “eaters only,” “two-day average consumption,” and
“commodity mass/body mass” from the report options menu. This results in an average consumption rate for
community water of 18.68 mL/Kg-day for children 3 to < 6 years old.
Other features of the FCID Consumption Calculator include:
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A point-and-click user interface that makes the underlying data more accessible, as well as
raw data files in .csv format which can be imported into a variety of database and statistical
software programs.
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The ability to determine which food commodities (ingredients) are present in a given food or
which foods contain a given food commodity, and their respective amounts or proportions as
well as cooked status (yes/no), cooking method (baked, boiled, fried, etc.) and food form
(fresh, frozen, dried, canned, etc.).
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The ability to "match" U.S. EPA FCID (crop group) codes for agricultural commodities and their
crop group codes to their associated Codex codes and descriptions.
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The ability to generate estimates of mean and various percentile consumption values of a given
food commodity or foods presented in EPA's EFH, including water, for the total population and
various user-defined age and racial/ethnic subgroups. This can be done on both a per capita and
"eaters only" basis and can be output in both an absolute gram and gram/kg bodyweight basis.
In sum, WWEIA-FCID 2005-10 translates food consumption as reported eaten in WWEIA (1999-10 survey
cycles) and CSFII (1994-96, 1998) surveys into consumption of U.S. EPA-defined food commodities and
EPA's EFH food groups. Such food intakes are expressed as grams of food consumed per day or per kg
bodyweight per day for over 500 commodities derived from more than 7000 different foods and beverages,
including water, reported in the two surveys and for the 47 foods and food groups presented in EPA's
EFH. These estimates can also be made on a per capita or per eaters basis and can be estimated on
either a "single day" or "2-day average" basis. The FCID Consumption Calculator is intended to
complement the CSFII and NHANES/WWEIA databases in that it reports food consumption as commodities
and as EPA’s EFH foods and food groups, as opposed to foods "as eaten" per se which can in some
exposure and other situations be of more utility.