The Diet Behavior and Nutrition questionnaire (variable name prefix DBQ) provides personal interview data on various dietary behavior and nutrition related topics. Many of the questions were included in NHANES II (1976-80), Hispanic HANES (1982-84), NHANES III (1988-94), and NHANES 1999-2014. Topics included in the DBQ are:
The Flexible Consumer Behavior Survey (FCBS) module was first added to NHANES in 2007. This module was developed in collaboration with the Economic Research Service (ERS) of the U.S. Department of Agriculture (USDA). It is designed to collect information on people’s knowledge, attitudes, and beliefs toward nutrition and food choices. The original FCBS module had two elements: a core set of questions asked during the NHANES household interview, and a supplementary module asked as a telephone follow-up interview with focuses specifically designed for each 2-year data collection cycle. In 2011, data collection for the FCBS supplementary module was discontinued.
The 2015-2016 core set of questions for the FCBS module collected information on individual participant’s food choices, such as getting meals prepared away from home, meals gotten from fast-food or pizza places, use of convenience foods or ready-to-eat meals bought in stores, the awareness of My Plate program, and the use of nutrition information on restaurant menus. These data are included as part of the present DBQ section.
The 2015-2016 core set of questions for the FCBS module also included questions at participant’s family level. For example, family monthly income and family assets, food expenditures, as well as family’s participation on federal food assistance programs. The family food expenditures data are released in the Consumer Behavior (CBQ) section, while the monthly income and family assets data are included in the Income (INQ), and food program participation data are included in the Food Security (FSQ) sections.
Similar to other datasets in the NHANES 2015-2016 release cycle, all FCBS related data files can be linked by the respondent sequence number (SEQN). The complete 2015-2016 FCBS questionnaire is available on the NHANES website. For more information on the other FCBS related data, refer to the documentation accompanying the datasets.
The target age groups for questions in this section vary by the topic. For example, the questions pertaining to infant nutrition and breastfeeding were asked of proxy respondents for children 6 years of age and younger; and senior meal program participation questions were asked of respondents 60 years of age and older. Please review the questionnaire and codebook carefully. Frequency counts were verified during the preparation of the file.
Questions on the frequencies of getting meals prepared away from home (DBD895), meals from fast-food or pizza places (DBD900), and use of convenience foods (DBD905 and DBD910) were answered by participants 12-15 years old, at the mobile examination center (MEC), using the Audio Computer Assisted Self-Interview (ACASI) system. The same questions were asked of participants 1-11 years and of participants 16 years and older, in the home, by trained interviewers using the Computer Assisted Personal Interview (CAPI) system. All other questions in this section were asked in the home, as well.
Hand cards showing response categories were also used for some questions. When necessary, the interviewers read the hand cards to respondents. Persons 16 years of age and older and emancipated minors were interviewed directly. A proxy provided information for survey participants who were under 16 years of age and for individuals who could not answer the questions themselves.
The CAPI system is programmed with built-in consistency checks to reduce data entry errors. CAPI also uses online help screens to assist interviewers in defining key terms used in the questionnaire. All of the data was reviewed by the NHANES field office staff for accuracy and completeness.
Frequency counts were checked, "skip" patterns were verified, and the reasonableness of question responses was reviewed. Edits were made to some variables to ensure the completeness, consistency, and analytic usefulness of the data. Edits were also made, when necessary, to address data disclosure concerns. When a variable was modified globally, as part of the editing process, the third letter in the variable name was changed from a Q (i.e., DBQ) to a D (i.e., DBD). For example, some data were collected using two variables (a number variable and a unit of measure variable), but combined into a single variable for data release purposes.
DBD020, DBD030, DBD041, DBD050, DBD055, and DBD061 (Breastfeeding and other childhood feeding practices)
This information was collected using two-part (number and unit) questions to allow respondents to report the age of interest in days, weeks, months, or years. The released variables were edited to standardize the reported age to number of days, using the following conversion factors: 7 days/week, 30.4 days/month and 365 days/year. If the age for the time stopped breastfeeding (DBD030), or stopped receiving formula (DBD050), or first fed milk (DBD060) was reported as older than 1095 days (3 years), the value was re-coded as "666666." Similarly, if the age for the time first fed formula (DBD041) was reported as older than 365 days (1 year), or the age for the time started other food/beverage than breastmilk/formula was reported as older than 730 days (2 years), the value was re-coded as "666666" as well.
DBD895 (Frequency of getting meals prepared away from home)
Respondents were asked how many times they had gotten meals that were prepared away from home in the past 7 days. If the frequency was reported as "never," the value was re-coded as "0." If the frequency was reported more than 21 times per week, the value was re-coded as "5555."
DBD900 (Frequency of getting meals from fast food or pizza places)
Respondents were asked how many times they had gotten meals from fast food or pizza places in the past 7 days. If the frequency was reported as "never," the value was re-coded as "0." If the frequency was reported more than 21 times per week, the value was re-coded as "5555."
DBD905 and DBD910 (Use of convenience foods)
This information was collected using two-part (number and unit) questions to allow respondents to report the frequency of interest as either per day, per week, or per month. The released variables were edited to standardize the reported frequency to number of times in the last 30 days. If the frequency was reported as "never," the value was re-coded as "0." If the frequency was reported more than 90 times in the last 30 days, the value was re-coded as "6666."
DBD895, DBD900, DBD905, and DBD910 (Frequency of getting meals prepared away from home, frequency of meals got from fast-food or pizza places, and use of convenience foods)
These questions were asked as part of household interview for participants 1-11 (proxy interview used) and 16 or more years of age, the interview sample weights may be used in their analysis. However, if the data is joined with other data from the Mobile Examination Center (MEC), the exam sample weights should be used. Analysis of these questions for 12 to 15 year olds should use the exam sample weights because the questions were asked in the MEC for this age group.
Please refer to the NHANES Analytic Guidelines and the on-line NHANES Tutorial for further details on the use of sample weights and other analytic issues. Both of these are available on the NHANES website.
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 1376 | 1376 | |
2 | No | 437 | 1813 | DBD041 |
7 | Refused | 1 | 1814 | DBD041 |
9 | Don't know | 3 | 1817 | DBD041 |
. | Missing | 8154 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 1095 | Range of Values | 1156 | 1156 | |
0 | Still breastfeeding | 214 | 1370 | |
666666 | More than 1095 days (3-year) old | 3 | 1373 | |
777777 | Refused | 0 | 1373 | |
999999 | Don't know | 3 | 1376 | |
. | Missing | 8595 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 365 | Range of Values | 1538 | 1538 | |
0 | Never | 271 | 1809 | DBD055 |
666666 | More than 365 days (1-year) old | 5 | 1814 | |
777777 | Refused | 1 | 1815 | |
999999 | Don't know | 2 | 1817 | |
. | Missing | 8154 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 1095 | Range of Values | 1211 | 1211 | |
0 | Still drinking formula | 324 | 1535 | |
666666 | More than 1095 days (3-year) old | 1 | 1536 | |
777777 | Refused | 1 | 1537 | |
999999 | Don't know | 9 | 1546 | |
. | Missing | 8425 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 730 | Range of Values | 1679 | 1679 | |
0 | Never | 117 | 1796 | |
666666 | More than 730 days (2-year) old | 7 | 1803 | |
777777 | Refused | 1 | 1804 | |
999999 | Don't know | 13 | 1817 | |
. | Missing | 8154 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 1095 | Range of Values | 1418 | 1418 | |
0 | Never | 264 | 1682 | DBD085 |
666666 | More than 1095 days (3-year) old | 3 | 1685 | |
777777 | Refused | 0 | 1685 | |
999999 | Don't know | 5 | 1690 | |
. | Missing | 8281 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
10 | Whole or regular milk | 1032 | 1032 | |
77 | Refused | 0 | 1032 | |
99 | Don't know | 9 | 1041 | |
. | Missing | 8930 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
11 | 2% fat or reduced-fat milk | 253 | 253 | |
. | Missing | 9718 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
12 | 1% fat or low-fat milk (includes 0.5% fat milk or low-fat milk not further specified), | 63 | 63 | |
. | Missing | 9908 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
13 | fat-free, skim or nonfat milk, or | 6 | 6 | |
. | Missing | 9965 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
14 | soy milk, or | 39 | 39 | |
. | Missing | 9932 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
30 | Another type? | 59 | 59 | |
. | Missing | 9912 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Excellent | 529 | 529 | |
2 | Very good | 1168 | 1697 | |
3 | Good | 2524 | 4221 | |
4 | Fair | 1650 | 5871 | |
5 | Poor | 455 | 6326 | |
7 | Refused | 0 | 6326 | |
9 | Don't know | 1 | 6327 | |
. | Missing | 3644 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
0 | Never | 1219 | 1219 | DBD225 |
1 | Rarely-less than once a week | 1446 | 2665 | |
2 | Sometimes-once a week or more, but less than once a day, or | 2482 | 5147 | |
3 | Often-once a day or more? | 4401 | 9548 | |
4 | Varied | 27 | 9575 | |
7 | Refused | 0 | 9575 | DBD225 |
9 | Don't know | 0 | 9575 | DBD225 |
. | Missing | 396 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
10 | Whole or regular, | 2920 | 2920 | |
77 | Refused | 0 | 2920 | |
99 | Don't know | 34 | 2954 | |
. | Missing | 7017 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
11 | 2% fat or reduced-fat milk, | 3500 | 3500 | |
. | Missing | 6471 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
12 | 1% fat or low-fat milk (includes 0.5% fat milk or low-fat milk not further specified), | 1106 | 1106 | |
. | Missing | 8865 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
13 | Skim, nonfat, or 0.5% fat milk (includes liquid or reconstituted from dry), | 504 | 504 | |
. | Missing | 9467 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
14 | soy milk, or | 210 | 210 | |
. | Missing | 9761 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
30 | Another type? | 678 | 678 | |
. | Missing | 9293 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | {I've/He's/She's} been a regular milk drinker for most or all of {my/his/her} life, including {my/his/her} childhood | 1787 | 1787 | |
2 | {I've/He's/She's} never been a regular milk drinker; | 1421 | 3208 | DBD265a |
3 | {My/His/Her} milk drinking has varied over {my/his/her} life-sometimes {I've/he's/she's} been a regular milk drinker | 2503 | 5711 | |
7 | Refused | 0 | 5711 | DBD265a |
9 | Don't know | 8 | 5719 | DBD265a |
. | Missing | 4252 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
0 | Never | 144 | 144 | |
1 | Rarely-less than once a week | 240 | 384 | |
2 | Sometimes-once a week or more, but less than once a day | 684 | 1068 | |
3 | Often-once a day or more | 3177 | 4245 | |
4 | Varied | 12 | 4257 | |
7 | Refused | 0 | 4257 | |
9 | Don't know | 33 | 4290 | |
. | Missing | 5681 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
0 | Never | 188 | 188 | |
1 | Rarely-less than once a week | 449 | 637 | |
2 | Sometimes-once a week or more, but less than once a day | 1189 | 1826 | |
3 | Often-once a day or more | 2434 | 4260 | |
4 | Varied | 11 | 4271 | |
7 | Refused | 0 | 4271 | |
9 | Don't know | 19 | 4290 | |
. | Missing | 5681 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
0 | Never | 200 | 200 | |
1 | Rarely-less than once a week | 746 | 946 | |
2 | Sometimes-once a week or more, but less than once a day | 1567 | 2513 | |
3 | Often-once a day or more | 1738 | 4251 | |
4 | Varied | 29 | 4280 | |
7 | Refused | 0 | 4280 | |
9 | Don't know | 10 | 4290 | |
. | Missing | 5681 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 90 | 90 | |
2 | No | 1810 | 1900 | |
7 | Refused | 0 | 1900 | |
9 | Don't know | 1 | 1901 | |
. | Missing | 8070 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 129 | 129 | |
2 | No | 1772 | 1901 | |
7 | Refused | 0 | 1901 | |
9 | Don't know | 0 | 1901 | |
. | Missing | 8070 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 2611 | 2611 | |
2 | No | 463 | 3074 | DBD895 |
7 | Refused | 0 | 3074 | DBD895 |
9 | Don't know | 0 | 3074 | DBD895 |
. | Missing | 6897 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 2507 | 2507 | |
2 | No | 102 | 2609 | DBQ400 |
7 | Refused | 0 | 2609 | DBQ400 |
9 | Don't know | 2 | 2611 | DBQ400 |
. | Missing | 7360 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 5 | Range of Values | 2130 | 2130 | |
0 | None | 370 | 2500 | DBQ400 |
7777 | Refused | 0 | 2500 | DBQ400 |
9999 | Don't know | 7 | 2507 | DBQ400 |
. | Missing | 7464 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Free | 1376 | 1376 | |
2 | Reduced price | 221 | 1597 | |
3 | Full price | 531 | 2128 | |
7 | Refused | 0 | 2128 | |
9 | Don't know | 2 | 2130 | |
. | Missing | 7841 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 2301 | 2301 | |
2 | No | 279 | 2580 | DBQ422 |
7 | Refused | 0 | 2580 | DBQ422 |
9 | Don't know | 31 | 2611 | DBQ422 |
. | Missing | 7360 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 5 | Range of Values | 1429 | 1429 | |
0 | None | 857 | 2286 | DBQ422 |
7777 | Refused | 0 | 2286 | DBQ422 |
9999 | Don't know | 15 | 2301 | DBQ422 |
. | Missing | 7670 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Free | 1202 | 1202 | |
2 | Reduced price | 106 | 1308 | |
3 | Full price | 119 | 1427 | |
7 | Refused | 0 | 1427 | |
9 | Don't know | 2 | 1429 | |
. | Missing | 8542 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 415 | 415 | |
2 | No | 643 | 1058 | |
3 | Did not attend summer program | 625 | 1683 | |
7 | Refused | 0 | 1683 | |
9 | Don't know | 3 | 1686 | |
. | Missing | 8285 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 21 | Range of Values | 7209 | 7209 | |
0 | None | 2264 | 9473 | DBD905 |
5555 | More than 21 meals per week | 8 | 9481 | |
7777 | Refused | 0 | 9481 | DBD905 |
9999 | Dont Know | 13 | 9494 | DBD905 |
. | Missing | 477 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 21 | Range of Values | 5484 | 5484 | |
0 | None | 1727 | 7211 | |
5555 | More than 21 meals per week | 2 | 7213 | |
7777 | Refused | 1 | 7214 | |
9999 | Don't know | 3 | 7217 | |
. | Missing | 2754 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 90 | Range of Values | 3275 | 3275 | |
0 | Never | 6160 | 9435 | |
6666 | More than 90 times in 30 days | 13 | 9448 | |
7777 | Refused | 1 | 9449 | |
9999 | Don't know | 29 | 9478 | |
. | Missing | 493 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 to 90 | Range of Values | 3906 | 3906 | |
0 | Never | 5556 | 9462 | |
6666 | More than 90 times in 30 days | 8 | 9470 | |
7777 | Refused | 1 | 9471 | |
9999 | Don't know | 11 | 9482 | |
. | Missing | 489 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 1245 | 1245 | |
2 | No | 5069 | 6314 | CBQ505 |
7 | Refused | 0 | 6314 | CBQ505 |
9 | Don't know | 13 | 6327 | CBQ505 |
. | Missing | 3644 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 498 | 498 | |
2 | No | 746 | 1244 | |
7 | Refused | 0 | 1244 | |
9 | Don't know | 1 | 1245 | |
. | Missing | 8726 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 446 | 446 | |
2 | No | 794 | 1240 | |
7 | Refused | 0 | 1240 | |
9 | Don't know | 5 | 1245 | |
. | Missing | 8726 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 5282 | 5282 | |
2 | No | 1044 | 6326 | CBQ550 |
7 | Refused | 0 | 6326 | |
9 | Don't know | 1 | 6327 | |
. | Missing | 3644 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 1872 | 1872 | |
2 | No | 3365 | 5237 | CBQ545 |
7 | Refused | 0 | 5237 | CBQ545 |
9 | Don't know | 46 | 5283 | CBQ545 |
. | Missing | 4688 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 732 | 732 | |
2 | No | 1140 | 1872 | |
7 | Refused | 0 | 1872 | |
9 | Don't know | 0 | 1872 | |
. | Missing | 8099 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Often | 1356 | 1356 | |
2 | Sometimes | 1787 | 3143 | |
3 | Rarely | 1010 | 4153 | |
4 | Never | 1126 | 5279 | |
7 | Refused | 0 | 5279 | |
9 | Don't know | 4 | 5283 | |
. | Missing | 4688 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 5253 | 5253 | |
2 | No | 1073 | 6326 | |
7 | Refused | 0 | 6326 | |
9 | Don't know | 1 | 6327 | |
. | Missing | 3644 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 2967 | 2967 | |
2 | No | 2229 | 5196 | |
7 | Refused | 0 | 5196 | |
9 | Don't know | 58 | 5254 | |
. | Missing | 4717 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 1366 | 1366 | |
2 | No | 3816 | 5182 | CBQ590 |
7 | Refused | 1 | 5183 | CBQ590 |
9 | Don't know | 71 | 5254 | CBQ590 |
. | Missing | 4717 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Yes | 614 | 614 | |
2 | No | 752 | 1366 | |
7 | Refused | 0 | 1366 | |
9 | Don't know | 0 | 1366 | |
. | Missing | 8605 | 9971 |
Code or Value | Value Description | Count | Cumulative | Skip to Item |
---|---|---|---|---|
1 | Often | 1392 | 1392 | |
2 | Sometimes | 1804 | 3196 | |
3 | Rarely | 937 | 4133 | |
4 | Never | 1113 | 5246 | |
7 | Refused | 0 | 5246 | |
9 | Don't know | 8 | 5254 | |
. | Missing | 4717 | 9971 |