The objective of the dietary interview component is to obtain detailed dietary intake information from NHANES participants. The dietary intake data are used to estimate the types and amounts of foods and beverages (including all types of water) consumed during the 24-hour period prior to the interview (midnight to midnight), and to estimate intakes of energy, nutrients, and other food components from those foods and beverages. Following the dietary recall, participants are asked questions on salt use, whether the person’s overall intake on the previous day was much more than usual, usual or much less than usual, and whether the respondent is on any type of special diet. Questions on frequency of fish and shellfish consumed during the past 30 days were asked of survey participants 1 year or older, with the use of proxies or adult assistants for young children (see the MEC In-Person Dietary Interviewers Procedures Manual for more information on proxy interview).
The dietary interview component, called What We Eat in America (WWEIA), is conducted as a partnership between the U.S. Department of Agriculture (USDA) and the U.S. Department of Health and Human Services (DHHS). Under this partnership, DHHS' National Center for Health Statistics (NCHS) is responsible for the survey sample design and all aspects of data collection and USDA’s Food Surveys Research Group (FSRG) is responsible for the dietary data collection methodology, maintenance of the databases used to code and process the data, and data review and processing.
All NHANES examinees are eligible for two 24-hour dietary recall interviews. The first dietary recall interview is collected in-person in the Mobile Examination Center (MEC) and the second interview is collected by telephone 3 to 10 days later.
As in previous years, two types of dietary intake data are available for the 2009-2010 survey cycle - Individual Foods files and Total Nutrient Intakes files. Starting with the 2007-2008 data release, data documentation is published only in HTML format. The document in its new format contains the same information as it has in previous years.
What's New with the 2009-2010 WWEIA Release:
Starting in WWEIA 2009-2010, a data processing step of salt adjustment based on survey participants' responses to selected questions has been discontinued. In past cycles this procedure was conducted post-collection. The methodology for the data processing step to adjust sodium values was based on answers provided by respondents on salt use in cooking or preparing foods in the household. For those foods that generally include salt added during preparation (such as meat, cooked vegetables, rice and pasta) and were reported by the respondent as obtained from the store, salt was adjusted based on answers to the question "How often is ordinary salt or seasoned salt added in cooking or preparing foods in your household? Is it never, rarely, occasionally, or very often?". If the respondent said "never" or "rarely", then all the optional salt was omitted. If the answer was "occasionally", then half the optional salt was removed. If the answer was "very often" then no adjustment was done.
Various factors have led to the discontinuation of this data processing step on salt adjustment, most notably the following:
For more detail about the data processing step of salt adjustment and its discontinuation, see Sebastian et. al. at www.ars.usda.gov/ba/bhnrc/fsrg.
Appendix 1 provides a summary of changes among the 3 latest cycles of data collection.
Dietary Interview Data Files: Four data files were produced from the information collected in the dietary interview: two Individual Foods files and two Total Nutrient Intake files. Each file includes one day of intake data. The number "1" or "2" in the file name identifies the day (and mode) of the interview: 1 = first day (in-person), 2 = second day (phone). File names are the following:
File | Day 1 | Day 2 |
---|---|---|
Individual Foods File | DR1IFF_F | DR2IFF_F |
Total Nutrient Intakes File | DR1TOT_F | DR2TOT_F |
The nutrient amounts in these files reflect only nutrients obtained from foods, beverages, and water including tap and bottled water. They do not include nutrients obtained from dietary supplements, antacids, or medications.
Individual Foods Files (DR1IFF_F and DR2IFF_F): Detailed information about the types and amounts of individual foods reported by each participant, as well as amounts of nutrients from each food are included in the Individual Foods files. The names for both Day 1 and Day 2 variables are listed in Appendix 2.
The Individual Foods files include, for each interview day, one record for each food consumed by a survey participant. Each food record is sequentially numbered and contains the information listed below:
Two supporting files are also included with the Individual Foods files: the Food Code Description file (DRXFCD_F) and the Modification Code Description file (DRXMCD_F). The DRXFCD_F file includes abbreviated descriptions (up to 60 characters) and complete descriptions (up to 200 characters) associated with each USDA food code identified in the Individual Foods files. The DRXMCD_F file includes descriptions (up to 200 characters) associated with each modification code identified in the Individual Foods files. Modification codes represent adjustments to predefined recipe ingredients that reflect more closely the food as described by the respondent. Appendix 4 provides SAS code examples that may be used to link the food code or the modification code description to the Individual Foods file.
Total Nutrient Intakes Files (DR1TOT_F and DR2TOT_F): For each participant, daily total energy and nutrient intakes from foods and beverages and whether the amount of food consumed was usual, much more than usual, or much less than usual are included in the Total Nutrient Intakes files. The Day 1 file also includes information on salt use in cooking and at the table; whether the participant is currently on any kind of diet to lose weight or for other health-related reason and, if so, the type of diet; and for participants 1 year or older, information on frequency of fish and shellfish consumption. The names for both Day 1 and Day 2 variables are listed in Appendix 5.
The Total Nutrient Intakes files provide a summary record of total nutrient intakes for each individual. Each total intake record contains the following information:
All NHANES examinees are eligible for the dietary interview component. However, only examinees one year or older are eligible for the frequency of fish and shellfish consumption questions following the 24-hour recall.
The examination protocol and data collection methods are fully documented in the NHANES dietary interviewers procedures manuals (In-person interview: https://wwwn.cdc.gov/nchs/data/nhanes/2009-2010/manuals/mec_in_person_dietary_procedures_manual_mar_2010.pdf; phone follow-up interview: https://wwwn.cdc.gov/nchs/data/nhanes/2009-2010/manuals/phone_follow_up_dietary_procedures_manual_mar_2010.pdf).
Interviews were conducted for survey participants less than six years of age with a proxy who was generally the person most knowledgeable about the survey participant’s intake. With children ages 6 to 11, the interviews were conducted with the child and the assistance of an adult familiar with the child’s intake. Dietary interviews were conducted in English and Spanish. Translators were used to conduct interviews in other languages.
The in-person interview was conducted in a private room in the NHANES mobile examination center (MEC). A set of measuring guides (various glasses, bowls, mugs, drink boxes and bottles, household spoons, measuring cups and spoons, a ruler, thickness sticks, bean bags, and circles) was available in the MEC dietary interview room for the participant to use for reporting amounts of foods (NHANES Measuring Guides for the Dietary Recall Interview: https://www.cdc.gov/nchs/nhanes/measuring_guides_dri/measuringguides.htm). Upon completion of the in-person interview, participants were given measuring cups, spoons, a ruler, and a food model booklet, which contained two-dimensional drawings of the various measuring guides available in the MEC, to use for reporting food amounts during the telephone interview. Telephone dietary interviews were collected 3 to 10 days following the MEC dietary interview but not on the same day of the week as the MEC interview. Any participant who did not have a telephone was given a toll-free number to call so that the recall could be conducted.
What We Eat in America data were collected using USDA's dietary data collection instrument, the Automated Multiple Pass Method (AMPM) (http://www.ars.usda.gov/ba/bhnrc/fsrg). The AMPM was designed to provide an efficient and accurate means of collecting intakes for large-scale national surveys. The AMPM is a fully computerized recall method that uses a 5-step interview outlined below:
The AMPM includes an extensive compilation of standardized food-specific questions and possible response options. Routing of questions is based on previous responses. The AMPM is updated yearly to reflect the changing food supply and to address research needs from the data user community. Additional information about the AMPM is provided in Raper et al. (Raper et al., 2004).
The AMPM was validated in a large study and shown to be an effective method for collecting accurate group energy intake of adults. Completed in 2004, this extensive research project included 524 healthy, weight-stable volunteers, aged 30-69 years. The accuracy of the AMPM was evaluated by comparing reported energy intake (EI) to total energy expenditure (TEE) using the doubly labeled water technique (Moshfegh et al., 2008). Among the findings were that EI compared to TEE was under-reported by 11% overall, by less than 3% for normal weight subjects with body mass index (BMI) < 25 and 16% for overweight subjects with BMI ≥ 25.
Additional studies provide evidence that the AMPM accurately measures group energy intake. Blanton (Blanton et al., 2006) reported that EI was not significantly different from TEE for a sample of 20 adult females. Rumpler and colleagues found that mean EIs were accurately reported for a sample of 12 adult males (Rumpler et al., 2008).
For additional information about the dietary interview component and related survey protocols, please go to the Survey Operations Manual, Consent Documents, Brochures site at: https://wwwn.cdc.gov/nchs/nhanes/continuousnhanes/default.aspx?BeginYear=2009
All dietary interviewers were required to complete an intensive one-week training course and to conduct supervised practice interviews before working independently in the field. Retraining sessions were conducted annually to reinforce the proper protocols and technique.
Interviewers were monitored throughout the data collection period. Monitoring consisted of the following:
Interview data files were sent electronically from the field and were imported into Survey Net, a computer-assisted food coding and data management system developed by USDA (Raper et al., 2004).
USDA's Food and Nutrient Database for Dietary Studies, 5.0 (FNDDS 5.0) was used for processing the 2009-2010 intakes (http://www.ars.usda.gov/ba/bhnrc/fsrg). The FNDDS includes comprehensive information that can be used to code individual foods and portion sizes reported by participants and also includes nutrient values for calculating nutrient intakes. The underlying nutrient values for FNDDS 5.0 were based on values in the USDA National Nutrient Database for Standard Reference, release 24, produced by USDA's Nutrient Data Lab (http://www.ars.usda.gov/nutrientdata). FNDDS values are updated for every 2-year WWEIA, NHANES release cycle. FNDDS 5.0 corresponds with WWEIA 2009-2010. Additional information about the FNDDS and related tools is available on the Food Surveys Research Group website (Raper et al., 2004; Anand et al., 2006; Bodner-Montville et al, 2006; Ahuja et al., 2008).
Coders were required to pass a certification test after the initial training. They were routinely monitored to ensure the quality and completeness of their work. Approximately 10 percent of the coder's work was randomly selected to be independently coded by another coder. Results from the two codings were compared and adjudicated, if necessary.
After intake data were coded, various types of reviews were conducted to ensure the quality of the data. An overview of quality assurance procedures conducted during the data processing stage is available in Anand, et al. (Anand et al., 2006). Examples of reviews include the following:
During data processing, the following edit was made to ensure the logical consistency and analytic usefulness of the data:
Each Individual Foods file (Day 1 and Day 2) is comprised of food records. For most survey participants, there are multiple records in each file. For each Total Nutrient Intakes file (Day 1 and Day 2) there is one record for each participant. These files can be linked with other NHANES files by the respondent sequence number (SEQN).
Variable names: For data collected on both Day 1 and Day 2, variable names are differentiated by having the number "1" or "2" in the third position of the variable name to identify the collection day. For example, the USDA food code variable (in the Individual Foods File), which identifies the food reported by the participant, is named DR1IFDCD in the Day 1 file and DR2IFDCD in the Day 2 file. Appendices 2 and 5 list the Day 1 and Day 2 variable names for the Individual Foods file and the Total Nutrient Intakes file, respectively.
Names for the following variables are the same for both days in the Individual Foods file and the Total Nutrient Intakes file:
Day 1 and Day 2 variable name | Label |
---|---|
SEQN | Respondent sequence number |
WTDRD1 | Dietary day one sample weight |
WTDR2D | Dietary two-day sample weight |
DRABF | Breast-fed infant (either day) |
DRDINT | Number of days of intake |
Number of days of intake: Because two days of data are included in the 2009-2010 release, a variable has been included to indicate the number of days of intake available for each participant. The variable name is DRDINT. For 2009-2010, 9,754 respondents provided complete dietary intakes for Day 1 and of those providing the Day 1 data, 8,406 provided complete dietary intakes for Day 2.
Dietary recall status code: A status code (DR1DRSTZ or DR2DRSTZ) is used in both the Individual Foods and Total Nutrient Intake files to indicate the quality and completeness of a survey participant's response to the dietary recall section. The codes are the following:
1 = Reliable and met the minimum criteria
For individuals with a code 1, all relevant variables associated with the 24-hour dietary recall contain a value.
2 = Not reliable or did not meet the minimum criteria
Individuals with a code 2 have incomplete records. No data on total nutrient intakes and the total number of foods reported are provided for these cases. These individuals have no records in the Individual Foods files.
3 [Code 3 is not included in the current datasets. It was only used for data from the 1999-2000 survey cycle.]
4 = Reported consuming breast milk
For infants and children who consumed human milk, there is a record in the Individual Foods files for each report of human milk. However, because amounts of human milk intake are not quantified, these records contain missing values for the amount consumed and for the amounts of energy and nutrients from human milk. Also, records of human milk have a missing value for the food source variable (DR1FS, DR2FS) and the eaten at home variable (DR1_040Z, DR2_040Z) in the Individual Foods files. Records for any other foods and beverages consumed by breast-fed infants and children are included in the Individual Foods files along with their amounts and nutrient information. Because of the missing amount or quantity information for human milk, no total nutrient intakes (contained in the Total Nutrient Intakes files) were computed for participants with a code 4.
A variable that identifies breast-fed children, DRABF, is included. This variable has a code of 1 if a child consumed breast milk in either intake day.
5 = Not done
This code is assigned when the dietary recall section of the interview did not take place due to various reasons (such as arrived late/left early, refusal, illness, emergency, or equipment failure). These individuals have no records in the Individual Foods files. These individuals have a record in the Total Nutrients file with values only for the following variables: the respondent sequence number (SEQN), the dietary recall status code (DR1DRSTZ or DR2DRSTZ) and for participants one year or older, the fish and shellfish questions in the DR1TOT_F file (DRD340, DRD350A-K, DRD350AQ-JQ, DRD360, DRD370A-V, and DRD370AQ-UQ).
Although there are four possible values, only codes 1 and 4 appear in the Individual Foods file. In addition to the status code described above, the variable DR1_300 and DR2_300 in the Total Nutrients file, denotes the participant's assessment of whether the amount of food he/she consumed on the recall day was usual, much more than usual, or much less than usual.
Participants who reported consuming only water, no food or other beverages: Beginning in 2005-2006, information on all waters were collected during the 24-hour recall and reported in the Individual Foods file, including tap water and bottled water. Therefore, records are now included in the Individual Foods file for participants who consumed only water. There are 4 such individuals in the 2009-2010 datasets, all in the Day 2 data. Their dietary recall status variable for the day is coded as "1" (complete and reliable) in the Total Nutrients file and the total number of foods is coded based on how many times water was reported. There are 5 nutrients for the tap water and plain bottled water codes that have values greater than zero - calcium, magnesium, sodium, zinc, and copper. Individuals with just water intake and no food intake will have zero energy intake for the day. Depending on the type of analysis, these individuals may need to be excluded from the analysis.
Participants who reported consuming no water, food or other beverages: There can be survey respondents whose intakes are determined to be complete but who report no water, food, or other beverage records for the day. For such individuals there are no records in the Individual Foods File but their dietary recall status is coded as complete and reliable and the Total Nutrients file will include records with zero values for all nutrients. In 2009-2010 there was one such Day 2 intake.
Number of days between the intake day and the day of family interview: Since 2007-2008, a variable has been added in each of the four files (DR1DBIH for day 1 files and DR2DBIH for day 2 files) to indicate the number of days between the intake day and the day that the family questionnaire was administered in the household. A positive value in DR1BHIH or DR2BHIH indicates the family interview occurred prior to the day the intake was recalled for. In the survey, most of the family interviews were done before the participant came to the MEC and received the dietary interview. A value of “0” in DR1BHIH or DR2BHIH indicates the family interview occurred on the same date the intake was recalled for. A negative value (i.e., DR1BHIH < 0 or DR2BHIH < 0) means that the family interview occurred after the day the intake recalled for.
Food source: The source of each food (where it was obtained, e.g., from a store, fast food restaurant, cafeteria) is included with the 2009-2010 release as it was for 2007-2008. The variable names are DR1FS and DR2FS and are located in the Individual Foods file. The code descriptions for this variable are:
Code | Description |
---|---|
1 | Store |
2 | Restaurant with waiter/waitress |
3 | Restaurant fast food/pizza |
4 | Bar/tavern/lounge |
5 | Restaurant, no additional information |
6 | Cafeteria not at school |
7 | Cafeteria at school |
8 | Child care center |
9 | Family/adult day care center |
10 | Soup kitchen/shelter/food pantry facility |
11 | Meals on Wheels |
12 | Community food program – other |
13 | Community program, no additional information |
14 | Vending machine |
15 | Common coffee pot or snack tray |
16 | From someone else/gift |
17 | Mail order purchase |
18 | Residential dining facility |
19 | Grown or caught by you or someone you know |
20 | Fish caught by you or someone you know |
24 | Sport, recreation, or entertainment |
25 | Street vendor, vending truck |
26 | Fundraiser sales |
91 | Other, specify |
Eating occasion: The variables DR1_030Z and DR2_030Z are located in the Individual Foods file. The code descriptions for the eating occasion variables are shown in the table below.
Code | Description |
---|---|
1 | Breakfast |
2 | Lunch |
3 | Dinner |
4 | Supper |
5 | Brunch |
6 | Snack |
7 | Beverage/Drink |
8 | Feeding-infant only |
9 | Extended consumption |
10 | Desayuno |
11 | Almuerzo |
12 | Comida |
13 | Merienda |
14 | Cena |
15 | Entre comida |
16 | Botana |
17 | Bocadillo |
18 | Tentempie |
19 | Bebida |
91 | Other |
Eating occasion is designated by the respondent. During the interview, a list of eating occasion names is available to the respondent for reference. However, eating occasion names are not defined for the respondent and the interpretation may differ from one person to another.
Combination foods: During the collection and coding of dietary recall data, many individual food codes are linked together using "combination" codes. These codes allow investigators to account for individual foods that are consumed together, such as sugar in coffee or milk on cereal, or for food mixtures that are reported as discrete ingredients, such as a sandwich reported separately as bread, turkey, cheese, lettuce and mayonnaise.
Combinations are described by two separate variables that are listed in the Individual Foods file. A combination food type number (DR1CCMTX, DR2CCMTX), representing 15 different types, is assigned to foods which are eaten in combination. The codes for the type of combination are the following:
Code | Description |
---|---|
0 | Non-combination food |
1 | Beverage w/ additions |
2 | Cereal w/ additions |
3 | Bread/baked prod w/ additions |
4 | Salad |
5 | Sandwiches |
6 | Soup |
7 | Frozen meals |
8 | Ice cream/frozen yogurt w/ additions |
9 | Dried beans and vegetable w/ additions |
10 | Fruit w/ additions |
11 | Tortilla products |
12 | Meat, poultry, fish |
13 | Lunchables® |
14 | Chips w/ additions |
90 | Other mixtures |
The combination food number (DR1CCMNM, DR2CCMNM), identifies foods eaten in combination during an eating occasion. Records for the foods in a particular combination have a unique food number within the intake. For example, the milk and cereal consumed together at breakfast may have a combination number of 1 and the components of the combination sandwich consumed at lunch may have a combination number of 2. Combination numbers are generally, but not always, sequential.
Food and beverage items not eaten in combination with other items have values of 0 for both combination number and combination type in the Individual Foods file. About half of the foods reported in 2009-2010 were consumed in combination with other foods.
Special diet: Information on whether the participant is currently on any kind of diet to lose weight or for other health-related reason and, if so, the type of diet, is included. The variable DRQSDIET identifies whether a participant is on a special diet. The variables DRQSDT1 through DRQSDT12 and DRQSDT91 identify the type of diet(s) that the participant is following. These variables can be found in the Total Nutrient Intakes file.
Note: A participant could report more than one type of diet, and all the responses were recorded. In 2003-2004 and 2005-2006, the variable DRQSDT1 denotes the type of diet the participant followed specifically for weight loss purposes, including a variety of low calorie diets, low carbohydrate diets, and/or high protein diets. In 2007-2008, 2 new variables were added to allow participants to report "low carbohydrate diet (DRQSDT9)" and "high protein diet (DRQSDT10)" individually. The variable "DRQSDT1" is now used to denote a weight loss or low calorie diet. Two additional variables were added in 2009-2010: gluten-free/celiac diet (DRQSDT11), and renal/kidney diet (DRQSDT12).
Sample weights for dietary intake data: The NHANES participants were selected on the basis of a national probability design. In order to increase the number of participants for specific demographic groups, a multi-stage, unequal probability of selection design was implemented. Beginning with 2007-2008 collection all Hispanics were oversampled, not just Mexican Americans. In addition, for each of the race/ethnicity domains, the 12-15 and 16-19 year age domains were combined and the 40-59 year age minority domains were split into 10 year age domains 40-49 and 50-59. This has led to an increase in the number of participants aged 40+ and a decrease in 12-19 year olds from previous cycles. Lastly, pregnant women were no longer oversampled.
Sample weights are constructed that encompass the unequal probabilities of selection, as well as adjustments for non-participation by selected sample persons. In order to produce national, representative estimates, the appropriate sample weights must be used.
For the 2009-2010 NHANES, there were 13,272 persons selected; of these 10,253 were considered respondents to the MEC examination and data collection. 9754 of the MEC respondents provided complete dietary intakes for Day 1 and of those providing the Day 1 data, 8,406 provided complete dietary intakes for Day 2.
Most analyses of NHANES data use data collected in the MEC and the variable WTMEC2YR should be used for the sample weights. However, for the WWEIA dietary data, different sample weights are recommended for analysis. Although attempts are made to schedule MEC exams uniformly throughout the week, proportionally more exams occur on weekend days than on weekdays. Because food intake can vary by day of the week, use of the MEC weights would disproportionately represent intakes on weekends.
A set of weights (WTDRD1) is provided that should be used when an analysis uses the Day 1 dietary recall data (either alone or when Day 1 nutrient data are used in conjunction with MEC data). The set of weights (WTDRD1) is applicable to the 9754 respondents with Day 1 data. Day 1 weights were constructed by taking the MEC sample weights (WTMEC2YR) and further adjusting for (a) the additional non-response and (b) the differential allocation by day of the week for the dietary intake data collection. These Day 1 weights are more variable than the MEC weights, and the sample size is smaller, so estimated standard errors using Day 1 data and Day 1 weights are larger than standard errors for similar estimates based on MEC weights.
When analysis is based on both days of dietary intake, only 8,406 sample persons have complete data. The NHANES protocol requires an attempt to collect the second day of dietary data at least 3 days after the first day, but the actual number of days between the two interviews is variable. A set of adjusted weights, WTDR2D, is to be used only when an analysis uses both Day 1 and Day 2 dietary data. This two-day weight was constructed for the 8,406 respondents by taking the Day 1 weights (WTDRD1) and further adjusting for (a) the additional non-response for the second recall and (b) for the proportion of weekend-weekday combinations of Day 1 and Day 2 recalls.
Note that all sample weights are person-level weights and each set of dietary weights should sum to the same population control total as the MEC weights (WTMEC2YR). In addition, the MEC weights (WTMEC2YR) are appropriate for use in the analysis of the fish and shellfish consumption data (i.e., variables DRD340, DRD350A-K, DRD350AQ-JQ DRD360, DRD370A-V, and DRD370AQ-UQ) located in the Day 1 Total Nutrient Intake File (DR1TOT_F), if no other dietary data are included in the analysis. Additional explanation of sample weights and appropriate uses are included in the NHANES Analytic Guidelines. Please also refer to the on-line NHANES Tutorial for further details on other analytic issues.
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
11000000 to 94300100 | Range of Values | 7253 | 7253 | |
. | Missing | 0 | 7253 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
Short Food Code Description | Value was recorded | 7253 | 7253 | |
0 | 7253 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
Long Food Code Description | Value was recorded | 7253 | 7253 | |
0 | 7253 |
Item | WWEIA 2005-2006 | WWEIA 2007-2008 | WWEIA 2009-2010 |
---|---|---|---|
Number of days of intake data released on each respondent | 2 days | 2 days | 2 days |
Nutrients included | Food energy and 63 nutrients/food components. Total choline added. | Food energy and 64 nutrients/food components. Vitamin D added. | Same as 2007-2008 |
Food source (Where food obtained) | Collected and released. Codes for 24 food sources; added "fundraiser sales". |
Same as 2005-2006 | Same as 2005-2006 |
Combination food types | Same as 2003-2004 | Same as 2003-2004 | Same as 2003-2004 |
Eating occasion names (10 English, 10 Spanish) | Same as 2003-2004 | Same as 2003-2004 | Same as 2003-2004 |
Special diet variables | Same as 2003-2004 | Collected and released; 2 new codes: Low carbohydrate diet and High protein diet. | Collected and released; 2 new codes: Gluten-free/celiac diet and Renal/kidney diet. |
Plain drinking water consumed (does not include the moisture content of foods) | All waters, including tap water and bottled water, were collected during the 24-hour recall and reported in the Individual Foods file, complete with food codes, gram weights and nutrient values. Summary water variables compatible with previous data cycles are included in the Total Nutrient Intake files with the exception of plain carbonated water. | Same as 2005-2006 | Same as 2005-2006 |
Number of intakes that include only water consumption for the day | 3 intakes (1 intake in Day 1 and 2 intakes in Day 2 data), records are included in Individual Foods file. | 5 intakes (all in Day 2 data), records are included in Individual Foods file. | 4 intakes (all in Day 2 data), records are included in Individual Foods file. |
Number of intakes that include no water or food consumption for the day | No such intake reported. | 2 intakes (1 intake in Day 1 and 1 intake in Day 2) with no food or water records for the day. Records are not included in the Individual Foods File for these intakes. | 1 intake in Day 2 with no food or water records for the day. Record is not included in the Individual Foods File for this intake. |
Eligible sample for questions on fish/ shellfish consumptions in the past 30 days | All examinees one year or older. | Same as 2005-2006 | Same as 2005-2006 |
Number of days between the intake day and the day of family interview | Not calculated | Calculated and released; 2 new continuous variables calculated for both Day 1 and Day 2. | Same as 2007-2008 |
Data processing step on salt adjustment | Applied | Applied | No longer applied - for details, go to www.ars.usda.gov/ba/bhnrc/fsrg. |
Day1 Name | Day2 Name | Variable Label |
---|---|---|
SEQN | SEQN | Respondent sequence number |
WTDRD1 | WTDRD1 | Dietary day one sample weight |
WTDR2D | WTDR2D | Dietary two-day sample weight |
DR1ILINE | DR2ILINE | Food/Individual component number |
DR1DRSTZ | DR2DRSTZ | Dietary recall status |
DR1EXMER | DR2EXMER | Interviewer ID code |
DRABF | DRABF | Breast-fed infant (either day) |
DRDINT | DRDINT | Number of days of intake |
DR1DBIH | DR2DBIH | # of days b/w intake and HH interview |
DR1DAY | DR2DAY | Intake day of the week |
DR1LANG | DR2LANG | Language respondent used mostly |
DR1CCMNM | DR2CCMNM | Combination food number |
DR1CCMTX | DR2CCMTX | Combination food type |
DR1_020 | DR2_020 | Time of eating occasion (HH:MM) |
DR1_030Z | DR2_030Z | Name of eating occasion |
DR1FS | DR2FS | Source of food |
DR1_040Z | DR2_040Z | Did you eat this meal at home? |
DR1IFDCD | DR2IFDCD | USDA food code |
DR1MC | DR2MC | Modification code |
DR1IGRMS | DR2IGRMS | Grams |
DR1IKCAL | DR2IKCAL | Energy (kcal) |
DR1IPROT | DR2IPROT | Protein (gm) |
DR1ICARB | DR2ICARB | Carbohydrate (gm) |
DR1ISUGR | DR2ISUGR | Total sugars (gm) |
DR1IFIBE | DR2IFIBE | Dietary fiber (gm) |
DR1ITFAT | DR2ITFAT | Total fat (gm) |
DR1ISFAT | DR2ISFAT | Total saturated fatty acids (gm) |
DR1IMFAT | DR2IMFAT | Total monounsaturated fatty acids (gm) |
DR1IPFAT | DR2IPFAT | Total polyunsaturated fatty acids (gm) |
DR1ICHOL | DR2ICHOL | Cholesterol (mg) |
DR1IATOC | DR2IATOC | Vitamin E as alpha-tocopherol (mg) |
DR1IATOA | DR2IATOA | Added alpha-tocopherol (Vitamin E) (mg) |
DR1IRET | DR2IRET | Retinol (mcg) |
DR1IVARA | DR2IVARA | Vitamin A, RAE (mcg) |
DR1IACAR | DR2IACAR | Alpha-carotene (mcg) |
DR1IBCAR | DR2IBCAR | Beta-carotene (mcg) |
DR1ICRYP | DR2ICRYP | Beta-cryptoxanthin (mcg) |
DR1ILYCO | DR2ILYCO | Lycopene (mcg) |
DR1ILZ | DR2ILZ | Lutein + zeaxanthin (mcg) |
DR1IVB1 | DR2IVB1 | Thiamin (Vitamin B1) (mg) |
DR1IVB2 | DR2IVB2 | Riboflavin (Vitamin B2) (mg) |
DR1INIAC | DR2INIAC | Niacin (mg) |
DR1IVB6 | DR2IVB6 | Vitamin B6 (mg) |
DR1IFOLA | DR2IFOLA | Total Folate (mcg) |
DR1IFA | DR2IFA | Folic acid (mcg) |
DR1IFF | DR2IFF | Food folate (mcg) |
DR1IFDFE | DR2IFDFE | Folate, DFE (mcg) |
DR1ICHL | DR2ICHL | Total choline (mg) |
DR1IVB12 | DR2IVB12 | Vitamin B12 (mcg) |
DR1IB12A | DR2IB12A | Added vitamin B12 (mcg) |
DR1IVC | DR2IVC | Vitamin C (mg) |
DR1IVD | DR2IVD | Vitamin D (D2 + D3) (mcg) |
DR1IVK | DR2IVK | Vitamin K (mcg) |
DR1ICALC | DR2ICALC | Calcium (mg) |
DR1IPHOS | DR2IPHOS | Phosphorus (mg) |
DR1IMAGN | DR2IMAGN | Magnesium (mg) |
DR1IIRON | DR2IIRON | Iron (mg) |
DR1IZINC | DR2IZINC | Zinc (mg) |
DR1ICOPP | DR2ICOPP | Copper (mg) |
DR1ISODI | DR2ISODI | Sodium (mg) |
DR1IPOTA | DR2IPOTA | Potassium (mg) |
DR1ISELE | DR2ISELE | Selenium (mcg) |
DR1ICAFF | DR2ICAFF | Caffeine (mg) |
DR1ITHEO | DR2ITHEO | Theobromine (mg) |
DR1IALCO | DR2IALCO | Alcohol (gm) |
DR1IMOIS | DR2IMOIS | Moisture (gm) |
DR1IS040 | DR2IS040 | SFA 4:0 (Butanoic) (gm) |
DR1IS060 | DR2IS060 | SFA 6:0 (Hexanoic) (gm) |
DR1IS080 | DR2IS080 | SFA 8:0 (Octanoic) (gm) |
DR1IS100 | DR2IS100 | SFA 10:0 (Decanoic) (gm) |
DR1IS120 | DR2IS120 | SFA 12:0 (Dodecanoic) (gm) |
DR1IS140 | DR2IS140 | SFA 14:0 (Tetradecanoic) (gm) |
DR1IS160 | DR2IS160 | SFA 16:0 (Hexadecanoic) (gm) |
DR1IS180 | DR2IS180 | SFA 18:0 (Octadecanoic) (gm) |
DR1IM161 | DR2IM161 | MFA 16:1 (Hexadecenoic) (gm) |
DR1IM181 | DR2IM181 | MFA 18:1 (Octadecenoic) (gm) |
DR1IM201 | DR2IM201 | MFA 20:1 (Eicosenoic) (gm) |
DR1IM221 | DR2IM221 | MFA 22:1 (Docosenoic) (gm) |
DR1IP182 | DR2IP182 | PFA 18:2 (Octadecadienoic) (gm) |
DR1IP183 | DR2IP183 | PFA 18:3 (Octadecatrienoic) (gm) |
DR1IP184 | DR2IP184 | PFA 18:4 (Octadecatetraenoic) (gm) |
DR1IP204 | DR2IP204 | PFA 20:4 (Eicosatetraenoic) (gm) |
DR1IP205 | DR2IP205 | PFA 20:5 (Eicosapentaenoic) (gm) |
DR1IP225 | DR2IP225 | PFA 22:5 (Docosapentaenoic) (gm) |
DR1IP226 | DR2IP226 | PFA 22:6 (Docosahexaenoic) (gm) |
Energy and Macronutrients
Food energy (kcal)
Protein (gm)
Carbohydrate (gm)
Fat, total (gm)
Alcohol (gm)
Sugars, total (gm)
Dietary fiber, total (gm)
Water (moisture) (gm)*
Saturated fatty acids, total (gm)
Monounsaturated fatty acids, total (gm)
Polyunsaturated fatty acids, total (gm)
Cholesterol (mg)
Individual fatty acids:
4:0 (gm)
6:0 (gm)
8:0 (gm)
10:0 (gm)
12:0 (gm)
14:0 (gm)
16:0 (gm)
18:0 (gm)
16:1 (gm)
18:1 (gm)
20:1 (gm)
22:1 (gm)
18:2 (gm)
18:3 (gm)
18:4 (gm)
20:4 (gm)
20:5 n-3 (gm)
22:5 n-3 (gm)
22:6 n-3 (gm)
Vitamins, Minerals, and Other Components
Vitamin A as retinol activity equivalents (mcg)
Retinol (mcg)
Carotenoids:
Carotene, alpha (mcg)
Carotene, beta (mcg)
Cryptoxanthin, beta (mcg)
Lycopene (mcg)
Lutein + zeaxanthin (mcg)
Vitamin E as alpha-tocopherol (mg)
Added vitamin E as alpha-tocopherol (mg)
Vitamin D (D2 + D3) (mcg)
Vitamin K as phylloquinone (mcg)
Vitamin C (mg)
Thiamin (mg)
Riboflavin (mg)
Niacin (mg)
Vitamin B-6 (mg)
Folate, total (mcg)
Folate as dietary folate equivalents (mcg)
Folic acid (mcg)
Food folate (mcg)
Choline, total (mg)
Vitamin B-12 (mcg)
Added vitamin B-12 (mcg)
Calcium (mg)
Iron (mg)
Magnesium (mg)
Phosphorus (mg)
Potassium (mg)
Sodium (mg)
Zinc (mg)
Copper (mg)
Selenium (mcg)
Caffeine (mg)
Theobromine (mg)
__________________________________________________________________________
* Value reflects moisture present in all foods, beverages, and water consumed as a beverage (variables DR1IMOIS, DR2IMOIS, DR1TMOIS, DR2TMOIS)
Two supporting files are also included with the Individual Foods files: the Food Code Description file (DRXFCD_F) and the Modification Code Description file (DRXMCD_F).
The DRXFCD_F file includes abbreviated descriptions (up to 60 characters) and complete descriptions (up to 200 characters) associated with each USDA food code identified in the Individual Foods files. The DRXMCD_F file includes descriptions (up to 200 characters) associated with each modification code identified in the Individual Foods files. Modification codes represent adjustments to predefined recipe ingredients that reflect more closely the food as described by the respondent.
The Food Code Description file (DRXFCD_F) contains three variables:
DRXFDCD a numeric value corresponding to DR1IFDCD in the file DR1IFF_F or DR2IFDCD in the file DR2IFF_F;
DRXFCSD a short description (up to 60 characters) of the food code;
DRXFDLD a long description (up to 200 characters) of the food code.
The Modification Code Description file (DRXMCD_F) contains two variables:
DRXMC a numeric value corresponding to DR1MC in the file DR1IFF_F or DR2MC in the file DR2IFF_F;
DRXMCD a description (up to 200 characters) of the modification code.
The following SQL code is an example of appending the modifications code description (here called DR1MCD) to one of the Individual Foods files. This code is for SAS® Proc SQL. Other SQL implementations may be different. This same technique may be used for the Food Code Description file as well.
proc sql; create table DR1IFF_F_PLUS as select a.*, b.DRXMCD as DR1MCD from NHANES.DR1IFF_F a left join NHANES.DRXMCD_F b on a.DR1MC = b.DRXMC order by SEQN, DR1ILINE; quit;
SAS® users may wish to use Proc Format to assign labels to the food codes or to the modification codes. The following example assigns a permanent format to the food code based on the short description. It is assumed that the user has stored the Individual Foods files and the Food Code Description file in a library called NHANES and wishes to store the formats there as well.
options fmtsearch = (NHANES); data DRXFMT; set NHANES.DRXFCD_F; retain FMTNAME 'DRIFDCD'; rename DRDIFDCD = start; rename DRXFCSD = value; drop DRXFCLD; run; proc format cntlin = DRXFMT library = NHANES; run; proc datasets lib = NHANES; modify DR1IFFC; format DR1IFDCD DRDIFDCD.; modify DR2IFFC; format DR2IFDCD DRDIFDCD.; quit;
__________________________________________________________________________
SAS® is a registered trademark of SAS Institute, Inc.
Day1 Name | Day2 Name | Variable Label |
---|---|---|
SEQN | SEQN | Respondent sequence number |
WTDRD1 | WTDRD1 | Dietary day one sample weight |
WTDR2D | WTDR2D | Dietary two-day sample weight |
DR1DRSTZ | DR2DRSTZ | Dietary recall status |
DR1EXMER | DR2EXMER | Interviewer ID code |
DRABF | DRABF | Breast-fed infant (either day) |
DRDINT | DRDINT | Number of days of intake |
DR1DBIH | DR2DBIH | # of days b/w intake and HH interview |
DR1DAY | DR2DAY | Intake day of the week |
DR1LANG | DR2LANG | Language respondent used mostly |
DR1MNRSP | DR2MNRSP | Main respondent for this interview |
DR1HELPD | DR2HELPD | Helped in responding for this interview |
DBQ095Z | N/A | Type of table salt used |
DBD100 | N/A | How often add salt to food at table |
DRQSPREP | N/A | Salt used in preparation? |
DRQSDIET | N/A | On special diet? |
DRQSDT1 | N/A | Weight loss/Low calorie diet |
DRQSDT2 | N/A | Low fat/Low cholesterol diet |
DRQSDT3 | N/A | Low salt/Low sodium diet |
DRQSDT4 | N/A | Sugar free/Low sugar diet |
DRQSDT5 | N/A | Low fiber diet |
DRQSDT6 | N/A | High fiber diet |
DRQSDT7 | N/A | Diabetic diet |
DRQSDT8 | N/A | Weight gain/Muscle building diet |
DRQSDT9 | N/A | Low carbohydrate diet |
DRQSDT10 | N/A | High protein diet |
DRQSDT11 | N/A | Gluten-free/Celiac diet |
DRQSDT12 | N/A | Renal/Kidney diet |
DRQSDT91 | N/A | Other special diet |
DR1TNUMF | DR2TNUMF | Number of foods reported |
DR1TKCAL | DR2TKCAL | Energy (kcal) |
DR1TPROT | DR2TPROT | Protein (gm) |
DR1TCARB | DR2TCARB | Carbohydrate (gm) |
DR1TSUGR | DR2TSUGR | Total sugars (gm) |
DR1TFIBE | DR2TFIBE | Dietary fiber (gm) |
DR1TTFAT | DR2TTFAT | Total fat (gm) |
DR1TSFAT | DR2TSFAT | Total saturated fatty acids (gm) |
DR1TMFAT | DR2TMFAT | Total monounsaturated fatty acids (gm) |
DR1TPFAT | DR2TPFAT | Total polyunsaturated fatty acids (gm) |
DR1TCHOL | DR2TCHOL | Cholesterol (mg) |
DR1TATOC | DR2TATOC | Vitamin E as alpha-tocopherol (mg) |
DR1TATOA | DR2TATOA | Added alpha-tocopherol (Vitamin E) (mg) |
DR1TRET | DR2TRET | Retinol (mcg) |
DR1TVARA | DR2TVARA | Vitamin A, RAE (mcg) |
DR1TACAR | DR2TACAR | Alpha-carotene (mcg) |
DR1TBCAR | DR2TBCAR | Beta-carotene (mcg) |
DR1TCRYP | DR2TCRYP | Beta-cryptoxanthin (mcg) |
DR1TLYCO | DR2TLYCO | Lycopene (mcg) |
DR1TLZ | DR2TLZ | Lutein + zeaxanthin (mcg) |
DR1TVB1 | DR2TVB1 | Thiamin (Vitamin B1) (mg) |
DR1TVB2 | DR2TVB2 | Riboflavin (Vitamin B2) (mg) |
DR1TNIAC | DR2TNIAC | Niacin (mg) |
DR1TVB6 | DR2TVB6 | Vitamin B6 (mg) |
DR1TFOLA | DR2TFOLA | Total Folate (mcg) |
DR1TFA | DR2TFA | Folic acid (mcg) |
DR1TFF | DR2TFF | Food folate (mcg) |
DR1TFDFE | DR2TFDFE | Folate, DFE (mcg) |
DR1TCHL | DR2TCHL | Total choline (mg) |
DR1TVB12 | DR2TVB12 | Vitamin B12 (mcg) |
DR1TB12A | DR2TB12A | Added vitamin B12 (mcg) |
DR1TVC | DR2TVC | Vitamin C (mg) |
DR1TVD | DR2TVD | Vitamin D (D2 + D3) (mcg) |
DR1TVK | DR2TVK | Vitamin K (mcg) |
DR1TCALC | DR2TCALC | Calcium (mg) |
DR1TPHOS | DR2TPHOS | Phosphorus (mg) |
DR1TMAGN | DR2TMAGN | Magnesium (mg) |
DR1TIRON | DR2TIRON | Iron (mg) |
DR1TZINC | DR2TZINC | Zinc (mg) |
DR1TCOPP | DR2TCOPP | Copper (mg) |
DR1TSODI | DR2TSODI | Sodium (mg) |
DR1TPOTA | DR2TPOTA | Potassium (mg) |
DR1TSELE | DR2TSELE | Selenium (mcg) |
DR1TCAFF | DR2TCAFF | Caffeine (mg) |
DR1TTHEO | DR2TTHEO | Theobromine (mg) |
DR1TALCO | DR2TALCO | Alcohol (gm) |
DR1TMOIS | DR2TMOIS | Moisture (gm) |
DR1TS040 | DR2TS040 | SFA 4:0 (Butanoic) (gm) |
DR1TS060 | DR2TS060 | SFA 6:0 (Hexanoic) (gm) |
DR1TS080 | DR2TS080 | SFA 8:0 (Octanoic) (gm) |
DR1TS100 | DR2TS100 | SFA 10:0 (Decanoic) (gm) |
DR1TS120 | DR2TS120 | SFA 12:0 (Dodecanoic) (gm) |
DR1TS140 | DR2TS140 | SFA 14:0 (Tetradecanoic) (gm) |
DR1TS160 | DR2TS160 | SFA 16:0 (Hexadecanoic) (gm) |
DR1TS180 | DR2TS180 | SFA 18:0 (Octadecanoic) (gm) |
DR1TM161 | DR2TM161 | MFA 16:1 (Hexadecenoic) (gm) |
DR1TM181 | DR2TM181 | MFA 18:1 (Octadecenoic) (gm) |
DR1TM201 | DR2TM201 | MFA 20:1 (Eicosenoic) (gm) |
DR1TM221 | DR2TM221 | MFA 22:1 (Docosenoic) (gm) |
DR1TP182 | DR2TP182 | PFA 18:2 (Octadecadienoic) (gm) |
DR1TP183 | DR2TP183 | PFA 18:3 (Octadecatrienoic) (gm) |
DR1TP184 | DR2TP184 | PFA 18:4 (Octadecatetraenoic) (gm) |
DR1TP204 | DR2TP204 | PFA 20:4 (Eicosatetraenoic) (gm) |
DR1TP205 | DR2TP205 | PFA 20:5 (Eicosapentaenoic) (gm) |
DR1TP225 | DR2TP225 | PFA 22:5 (Docosapentaenoic) (gm) |
DR1TP226 | DR2TP226 | PFA 22:6 (Docosahexaenoic) (gm) |
DR1_300 | DR2_300 | Compare food consumed yesterday to usual |
DR1_320Z | DR2_320Z | Total plain water drank yesterday (gm) |
DR1_330Z | DR2_330Z | Total tap water drank yesterday (gm) |
DR1BWATZ | DR2BWATZ | Total bottled water drank yesterday (gm) |
DR1TWS | DR2TWS | Tap water source |
DRD340 | N/A | Shellfish eaten during past 30 days |
DRD350A | N/A | Clams eaten during past 30 days |
DRD350AQ | N/A | # of times clams eaten in past 30 days |
DRD350B | N/A | Crabs eaten during past 30 days |
DRD350BQ | N/A | # of times crabs eaten in past 30 days |
DRD350C | N/A | Crayfish eaten during past 30 days |
DRD350CQ | N/A | # of times crayfish eaten past 30 days |
DRD350D | N/A | Lobsters eaten during past 30 days |
DRD350DQ | N/A | # of times lobsters eaten past 30 days |
DRD350E | N/A | Mussels eaten during past 30 days |
DRD350EQ | N/A | # of times mussels eaten in past 30 days |
DRD350F | N/A | Oysters eaten during past 30 days |
DRD350FQ | N/A | # of times oysters eaten in past 30 days |
DRD350G | N/A | Scallops eaten during past 30 days |
DRD350GQ | N/A | # of times scallops eaten past 30 days |
DRD350H | N/A | Shrimp eaten during past 30 days |
DRD350HQ | N/A | # of times shrimp eaten in past 30 days |
DRD350I | N/A | Other shellfish eaten past 30 days |
DRD350IQ | N/A | # of times other shellfish eaten |
DRD350J | N/A | Other unknown shellfish eaten past 30 d |
DRD350JQ | N/A | # of times other unknown shellfish eaten |
DRD350K | N/A | Refused on shellfish eaten past 30 days |
DRD360 | N/A | Fish eaten during past 30 days |
DRD370A | N/A | Breaded fish products eaten past 30 days |
DRD370AQ | N/A | # of times breaded fish products eaten |
DRD370B | N/A | Tuna eaten during past 30 days |
DRD370BQ | N/A | # of times tuna eaten in past 30 days |
DRD370C | N/A | Bass eaten during past 30 days |
DRD370CQ | N/A | # of times bass eaten in past 30 days |
DRD370D | N/A | Catfish eaten during past 30 days |
DRD370DQ | N/A | # of times catfish eaten in past 30 days |
DRD370E | N/A | Cod eaten during past 30 days |
DRD370EQ | N/A | # of times cod eaten in past 30 days |
DRD370F | N/A | Flatfish eaten during past 30 days |
DRD370FQ | N/A | # of times flatfish eaten past 30 days |
DRD370G | N/A | Haddock eaten during past 30 days |
DRD370GQ | N/A | # of times haddock eaten in past 30 days |
DRD370H | N/A | Mackerel eaten during past 30 days |
DRD370HQ | N/A | # of times mackerel eaten past 30 days |
DRD370I | N/A | Perch eaten during past 30 days |
DRD370IQ | N/A | # of times perch eaten in past 30 days |
DRD370J | N/A | Pike eaten during past 30 days |
DRD370JQ | N/A | # of times pike eaten in past 30 days |
DRD370K | N/A | Pollock eaten during past 30 days |
DRD370KQ | N/A | # of times pollock eaten in past 30 days |
DRD370L | N/A | Porgy eaten during past 30 days |
DRD370LQ | N/A | # of times porgy eaten in past 30 days |
DRD370M | N/A | Salmon eaten during past 30 days |
DRD370MQ | N/A | # of times salmon eaten in past 30 days |
DRD370N | N/A | Sardines eaten during past 30 days |
DRD370NQ | N/A | # of times sardines eaten past 30 days |
DRD370O | N/A | Sea bass eaten during past 30 days |
DRD370OQ | N/A | # of times sea bass eaten past 30 days |
DRD370P | N/A | Shark eaten during past 30 days |
DRD370PQ | N/A | # of times shark eaten in past 30 days |
DRD370Q | N/A | Swordfish eaten during past 30 days |
DRD370QQ | N/A | # of times swordfish eaten past 30 days |
DRD370R | N/A | Trout eaten during past 30 days |
DRD370RQ | N/A | # of times trout eaten in past 30 days |
DRD370S | N/A | Walleye eaten during past 30 days |
DRD370SQ | N/A | # of times walleye eaten in past 30 days |
DRD370T | N/A | Other fish eaten during past 30 days |
DRD370TQ | N/A | # of times other fish eaten past 30 days |
DRD370U | N/A | Other unknown fish eaten in past 30 days |
DRD370UQ | N/A | # of times other unknown fish eaten |
DRD370V | N/A | Refused on fish eaten past 30 days |