Previous use and Development

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[NCHS] Collaborating Center for Questionnaire Design and Evaluation Research

Previous use and Development

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Attachment 2. Previous use and Development

The Whole Person Health items to be evaluated were developed by the National Institutes of Health (NIH)’ National Center for Complementary and Integrated Health (NCCIH) for potential inclusion in federal and private surveys. NCCIH hosted a workshop to explore theoretical and methodological approaches to measuring Whole Person Health (https://www.nccih.nih.gov/news/events/methodological-approaches-for-whole-person-research) and followed this with a public request for information and extensive discussions with subject matter experts. [1] [2]

The response scale for the Whole Person Health concepts—quality of life, social and family connections, diet, physical activity, stress, sleep, ability to manage health, and spirituality—mirrors the typical unbalanced approach used to measure self-rated health (Excellent, Very Good, Good, Fair, and Poor). While these questions have not been tested previously as a whole, similar items about diet, exercise, sleep, and ability to manage health conditions were previously approved by OMB for inclusion in RANDS 3 and RANDS 8 (https://www.cdc.gov/nchs/rands/data.htm). As noted in Supporting Statement A, the overall goal of this mixed method project is to evaluate these survey items, and NCHS understands that approval here does not necessarily mean that OMB would approve any or all these items for inclusion in other federal information collections.

In addition to NCCIH’s Whole Person Health items under evaluation, RANDS 10 will include:

  1. Other items that will allow comparisons to each of the eight Whole Person Health constructs.

  2. Health-related items that will be used in NCHS’ typical approach to calibrate the panel weights to the National Health Interview Survey (NHIS).

  3. Health-related and demographic items that will be used as covariates in analysis and benchmarks for evaluation of RANDS to other surveys.

  4. Other items included for question evaluation and methodological research, including web probes.

Many of the items in the latter three groups are the same that OMB has previously approved for inclusion in RANDS 9 and earlier. Table A1 displays the planned RANDS 10 items, whether OMB has previously approved the item for inclusion in previous rounds of RANDS, and the source (if appropriate).


Variable Name

Question Wording

Previously Approved for RANDS

Primary Purpose for Inclusion

Source

PHSTAT

Would you say your health in general is excellent, very good, good, fair, or poor? 

Yes

Benchmark

NHIS

PROBE_SRH

When you said your health in general was [INSERT RESPONSE FROM PHSTAT ; MAKE FIRST LETTER LOWERCASE], which of the following, if any, were you thinking about?

Yes

Methodological

CCQDER-Developed

WPH_QOL

How would you rate your quality of life, focusing on what matters most to you?

No

Whole Person Health

WHO Quality of Life Scale [3]

WPH_SOC

How would you rate your social and family connections ?

No

Whole Person Health

NCCIH-developed

WPH_DIET

In general, how healthy is your overall diet?

No

Whole Person Health

NHANES

WPH_PHYS

How would you rate your physical activity?

No

Whole Person Health

NCCIH-developed

WPH_STRESS

How would you rate your ability to manage stress?

No

Whole Person Health

NCCIH-developed

WPH_SLEEP

How would you rate your sleep 

No

Whole Person Health

NCCIH-developed

WPH_SPIRIT

How would you rate your spirituality or spiritual life?

No

Whole Person Health

NCCIH-developed

WPH_HEALTH 

How would you rate your ability to manage your most bothersome symptom or health concern?

No

Whole Person Health

NCCIH-developed

GAD2

Over the last 2 weeks, how often have you been bothered by the following problems

Yes

Benchmark

NHIS

PHQ2

Over the last 2 weeks, how often have you been bothered by the following problems

Yes

Benchmark

NHIS

SOCERRNDS

Because of a physical, mental, or emotional condition, do you have difficulty doing errands alone such as visiting a doctor's office or shopping?

Yes

Benchmark

NHIS

SOCSCLPAR

Because of a physical, mental, or emotional condition, do you have difficulty participating in social activities such as visiting friends, attending clubs and meetings, or going to parties?

Yes

Benchmark

NHIS

SOCWRKLIM

Are you limited in the kind or amount of work you can do because of a physical, mental, or emotional problem?

Yes

Benchmark

NHIS

HYPEV

Have you ever been told by a doctor or other health professional that you had hypertension

Yes

Calibration

NHIS

CHLEV

Have you ever been told by a doctor or other health professional that you had high cholesterol

Yes

Calibration

NHIS

CHDEV

Have you ever been told by a doctor or other health professional that you had coronary heart disease

Yes

Calibration

NHIS

ASEV

Have you ever been told by a doctor or other health professional that you had asthma

Yes

Calibration

NHIS

COPDEV

Have you ever been told by a doctor or other health professional that you had Chronic Obstructive Pulmonary Disease (C.O.P.D.), emphysema, or chronic bronchitis

Yes

Calibration

NHIS

CANEV

Have you ever been told by a doctor or other health professional that you had cancer or a malignancy of any kind

Yes

Calibration

NHIS

ARTHEV

Have you ever been told by a doctor or other health professional that you had some form of arthritis, rheumatoid arthritis, gout, lupus, or fibromyalgia

Yes

Calibration

NHIS

CHL12M

During the past 12 months, have you had high cholesterol?

Yes

Benchmark

NHIS

ASTILL

Do you still have asthma?

Yes

Benchmark

NHIS

ANGEV

Have you ever been told by a doctor or other health professional that you had angina, also called angina pectoris?

Yes

Calibration

NHIS

MIEV

Have you ever been told by a doctor or other health professional that you had a heart attack, also called myocardial infarction?

Yes

Calibration

NHIS

STREV

Have you ever been told by a doctor or other health professional that you had a stroke?

Yes

Calibration

NHIS

PREDIB

Has a doctor or other health professional eve told you that you had prediabetes or borderline diabetes?

Yes

Calibration

NHIS

GESDIB

Has a doctor or other health professional ever told you that you had gestational diabetes, a type of diabetes that occurs <u>only</u> during pregnancy?

Yes

Calibration

NHIS

DIBEV

Not including prediabetes or gestational diabetes, has a doctor or other health professional ever told you that you had diabetes?

Yes

Calibration

NHIS

SMKEV

Have you smoked at least 100 cigarettes in your entire life?

Yes

Covariate

NHIS

ALCDAY5

During the past 30 days, how many days per week or per month did you have at least one drink of any alcoholic beverage?

Yes

Covariate

NHIS

AVEDRNK3

During the past 30 days, on the days when you drank, about how many drinks did you drink on the average?

Yes

Covariate

NHIS

DRNK3GE5

Considering all types of alcoholic beverages, how many times during the past 30 days did you have [4/5] or more drinks on an occasion?

Yes

Covariate

NHIS

MAXDRNKS

During the past 30 days, what is the largest number of drinks you had on any occasion?

Yes

Covariate

NHIS

ACCSSINT

Do you have access to the Internet?

Yes

Calibration

NHIS

ACCSSHOM

Do you have access to the Internet from your home?

Yes

Calibration

NHIS

HIT_GRID

During the past 12 months, have you used the Internet for any of the following reasons?

Yes

Calibration

NHIS

EMPLASTWK

Last week, did you work for pay at a job or business?

Yes

Covariate

NHIS

CEVOLUN1

During the past 12 months, did you spend any time volunteering for any organization or association?

Yes

Calibration

NHIS

CEVOLUN2

Some people don’t think of activities they do infrequently or for children’s schools or youth organizations as volunteer activities. During the past 12 months, have you done any of these types of activities?

Yes

Calibration

NHIS

CEMMETNG

During the past 12 months, did you attend a public meeting, such as a zoning or school board meeting, that discussed a local issue?

Yes

Calibration

NHIS

CEVOTELC

Did you vote in the last local elections, such as for mayor, councilmembers, or school board?

Yes

Calibration

NHIS

LSATIS4

In general, how satisfied are you with your life?

Yes

Evaluation of Whole Person Health

NHIS

HEALTHYDAY2

Now thinking about your physical health, which includes physical illness and injury, for how many days during the past 30 days was your physical health not good?

Yes

Evaluation of Whole Person Health

CDC [4]

HEALTHYDAY3

Now thinking about your mental health, which includes stress, depression, and problems with emotions, for how many days during the past 30 days was your mental health not good?

Yes

Evaluation of Whole Person Health

CDC [4]

HEALTHYDAY4

During the past 30 days, for about how many days did poor physical or mental health keep you from doing your usual activities, such as self-care, work, or recreation?

Yes

Evaluation of Whole Person Health

CDC [4]

LSNS6_1

Considering the people to whom you are related by birth, marriage, or adoption, how many relatives do you: See or hear from at least once a month?

No

Evaluation of Whole Person Health

Lubben Social Network Scale [5]

LSNS6_2

Considering the people to whom you are related by birth, marriage, or adoption, how many relatives do you: Feel at ease with that you can talk about private matters?

No

Evaluation of Whole Person Health

Lubben Social Network Scale [5]

LSNS6_3

Considering the people to whom you are related by birth, marriage, or adoption, how many relatives do you: Feel close to such that you could call them for help?

No

Evaluation of Whole Person Health

Lubben Social Network Scale [5]

LSNS6_4

Considering all of your friends, including those who live in your neighborhood, how many do you: See or hear from at least once a month?

No

Evaluation of Whole Person Health

Lubben Social Network Scale [5]

LSNS6_5

Considering all of your friends, including those who live in your neighborhood, how many do you: Feel at ease with that you can talk about private matters?

No

Evaluation of Whole Person Health

Lubben Social Network Scale [5]

LSNS6_6

Considering all of your friends, including those who live in your neighborhood, how many do you: Feel close to such that you could call them for help?

No

Evaluation of Whole Person Health

Lubben Social Network Scale [5]

STRAIN1

How often do members of your family or friends criticize you?

No

Evaluation of Whole Person Health

Midlife in the United States Survey (MIDUS) [6]

STRAIN2

How often do members of your family or friends make too many demands on you?

No

Evaluation of Whole Person Health

Midlife in the United States Survey (MIDUS) [6]

STRAIN3

How often do members of your family or friends let you down when you are counting on them?

No

Evaluation of Whole Person Health

Midlife in the United States Survey (MIDUS) [6]

STRAIN4

How often do members of your family or friends get on your nerves?

No

Evaluation of Whole Person Health

Midlife in the United States Survey (MIDUS) [6]

PULSE_SOC1

How often do you get the social and emotional support you need?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

PULSE_SOC2

How often do you feel lonely?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

PULSE_SOCIND1

In a typical week, how often do you talk on the telephone with family, friends, or neighbors?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

PULSE_SOCIND2

In a typical week, how often do you get together with friends or relatives?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

PULSE_SOCIND5

In a typical week, how often do you text or message with family, friends, or neighbors?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

PULSE_SOCIND3

In a typical month, how often do you attend church or religious services?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

PULSE_SOCIND4

In a typical month, how often do you attend meetings of the clubs or organizations you belong to?

No

Evaluation of Whole Person Health

Census Household Pulse Survey in coordination with the Office of the Surgeon General

SUPPORT

How often do you get the social and emotional support that you need?

Yes

Evaluation of Whole Person Health

BRFSS

UCLA1

How often do you feel socially isolated from others?

Yes

Evaluation of Whole Person Health

UCLA Loneliness Scale [7]

UCLA2

How often do you feel you lack companionship?

Yes

Evaluation of Whole Person Health

UCLA Loneliness Scale [7]

UCLA3

How often do you feel left out?

Yes

Evaluation of Whole Person Health

UCLA Loneliness Scale [7]

DQQ_GRID

Yesterday, did you eat any of the following foods/have any of the following beverages?

No

Evaluation of Whole Person Health

UNICEF Diet Quality Questionnaire [8]

DQQ29

Yesterday, did you get food from any place like McDonald's, Burger King, Subway, Dunkin, Wendy's, Taco Bell, or Chick-Fil-A?

No

Evaluation of Whole Person Health

UNICEF Diet Quality Questionnaire [8]

MODNO

How often do you do light or moderate leisure time physical activities for at least 10 minutes that cause only light sweating or a slight to moderate increase in breathing or heart rate?

Yes

Evaluation of Whole Person Health

NHIS

MODLNGNO

About how long do you do these light or moderate leisure-time physical activities each time?

Yes

Evaluation of Whole Person Health

NHIS

VIGNO

How often do you do vigorous leisure time physical activities for at least 10 minutes that cause heavy sweating or a large increase in breathing or heart rate?

Yes

Evaluation of Whole Person Health

NHIS

VIGLNGNO

About how long do you do these vigorous leisure-time physical activities each time?

Yes

Evaluation of Whole Person Health

NHIS

STRNGNO

How often do you do leisure time physical activities specifically designed to strengthen your muscles such as lifting weights or doing calisthenics?

Yes

Evaluation of Whole Person Health

NHIS

PROBE_PHYSACT 

In the last week, did you do any of the following things for 20 or more minutes at once?

Yes

Methodological

CCQDER-Developed

STRESS

Stress means a situation in which a person feels tense, restless, nervous, or anxious, or is unable to sleep at night because their mind is troubled all the time. Within the last 30 days, how often have you felt this kind of stress?  

Yes

Evaluation of Whole Person Health

BRFSS

PSS_2

In the last month, how often have you felt that you were unable to control the important things in your life?

No

Evaluation of Whole Person Health

Perceived Stress Scale [9]

PSS_4

In the last month, how often have you felt confident about your ability to handle your personal problems?

No

Evaluation of Whole Person Health

Perceived Stress Scale [9]

PSS_5

In the last month, how often have you felt that things were going your way?

No

Evaluation of Whole Person Health

Perceived Stress Scale [9]

PSS_10

In the last month, how often have you felt difficulties were piling up so high that you could not overcome them?

No

Evaluation of Whole Person Health

Perceived Stress Scale [9]

PSQI_1

During the past month, what time have you usually gone to bed at night?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_2

During the past month, how long (in minutes) has it usually taken you to fall asleep each night?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_3

During the past month, what time have you usually gotten up in the morning?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_4

During the past month, how many hours of actual sleep did you get at night?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_5

During the past month, how often have you had trouble sleeping [for the following reasons]

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_6

During the past month, how would you rate your sleep quality overall?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_7

During the past month, how often have you taken medicine to help you sleep?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_8

During the past month, how often have you had trouble staying awake while driving, eating meals, or engaging in social activity?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

PSQI_9

During the past month, how much of a problem has it been for you to keep up enough enthusiasm to get things done?

No

Evaluation of Whole Person Health

Pittsburgh Sleep Quality Index [10]

SWBS_1

[Strongly agree: Strongly Disagree]…I don’t know who I am, where I come from, or where I am going.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_2

[Strongly agree: Strongly Disagree]…I believe that God/a Higher Power loves me and cares about me

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_3

[Strongly agree: Strongly Disagree]…I have a personally meaningful relationship with God/a Higher Power.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_4

[Strongly agree: Strongly Disagree]…I feel very fulfilled and satisfied with my life.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_5

[Strongly agree: Strongly Disagree]…I don’t get much personal strength and support from God/a Higher Power.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_6

[Strongly agree: Strongly Disagree]…I believe that God/a Higher Power is concerned about my problems.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_7

[Strongly agree: Strongly Disagree]…I feel good about my future.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_8

[Strongly agree: Strongly Disagree]…My life doesn’t have much meaning.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_9

[Strongly agree: Strongly Disagree]…My relationship with God/a Higher Power contributes to my sense of well-being.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

SWBS_10

[Strongly agree: Strongly Disagree]…I believe there is some real purpose for my life.

No

Evaluation of Whole Person Health

Spiritual Wellbeing Scale [11]

HICOV

Are you covered by any kind of health insurance or some other kind of health care plan?

Yes

Covariate

NHIS

HIKIND

What kinds of health insurance or health care coverage do you have?

Yes

Covariate

NHIS

USUALPL

Is there a place that you usually go to if you are sick and need health care?

Yes

Covariate

NHIS

EDSA

[How often have any of the following things happened to you?]...You are treated with less courtesy or respect than other people.

Yes

Covariate

NHIS

EDSB

[How often have any of the following things happened to you?]...Compared to other people, you receive poorer service at restaurants or stores .

Yes

Covariate

NHIS

EDSC

[How often have any of the following things happened to you?]...People act as if they think you are not smart.

Yes

Covariate

NHIS

EDSD

[How often have any of the following things happened to you?]...People act as if they are afraid of you .

Yes

Covariate

NHIS

EDSE

[How often have any of the following things happened to you?]...You are threatened or harassed.

Yes

Covariate

NHIS

EDS_FU

What do you think the main reason is for these experiences?

Yes

Methodological

NHIS

HVSA

[In your day-to-day life, how often did you]…Try to prepare for possible insults from other people before leaving home?

Yes

Covariate

NHIS

HVSA

[In your day-to-day life, how often did you]…Feel that you have to be very careful about appearance to get good service or avoid getting harassed?

Yes

Covariate

NHIS

HVSA

[In your day-to-day life, how often did you]…Carefully watch what you say and how you say it?

Yes

Covariate

NHIS

HVSA

[In your day-to-day life, how often did you]…Try to avoid certain social situations and places?

Yes

Covariate

NHIS

PROBE_EDSHVS

When we asked you how often [PROBE_EDSHVS_FILL], what were you thinking about?

Yes

Methodological

CCQDER-Developed

PROBE_DISCRIM

When answering the previous few questions about your experiences and how you have been treated, which of the following, if any, were you mainly thinking about?

Yes

Methodological

CCQDER-Developed

BURDEN1

How burdensome was it to complete this survey?

Yes

Methodological

CCQDER-Developed

BURDEN2

How difficult was it to answer the questions?

Yes

Methodological

CCQDER-Developed



Sources

[1] “Methodological Approaches for Whole Person Research Workshop.” https://www.nccih.nih.gov/news/events/methodological-approaches-for-whole-person-research.


[2] Langevin H.M. 2022. “Making Connections to Improve Health Outcomes.” Global Advances in Health and Medicine. 11. doi:10.1177/2164957X221079792


[3] “WHOQOL: Measuring Quality of Life.” https://www.who.int/tools/whoqol

[4] Taylor, V.R. 2000. Measuring Healthy Days: Population Assessment of Health-Related Quality Of Life. Centers for Disease Control and Prevention, Atlanta GA. https://stacks.cdc.gov/view/cdc/6406.


[5] Lubben, J., Gironda, M. 2004. “Measuring social networks and assessing their benefits.” In Social Networks and Social Exclusion: Sociological and Policy Perspectives. Phillipson, C., Allan, G., Morgan, D (Eds). Routledge: Philadelphia, PA.


[6] Walen, H, Lachman, M. 2000. “Social Support and Strain from Partner, Family, and Friends: Costs and Benefits for Men and Women in Adulthood”. Journal of Social and Personal Relationships. 17: 5-30. doi: 10.1177/0265407500171001.


[7] Hughes ME, Waite LJ, Hawkley LC, Cacioppo JT. 2004. “A Short Scale for Measuring Loneliness in Large Surveys: Results From Two Population-Based Studies.” Research on Aging. 26(6):655-672. doi: 10.1177/0164027504268574.


[8] “Global Diet Quality Project.” https://www.dietquality.org.


[9] Cohen, S, Kamarck, T, Mermelstein, R. 1983. “A global measure of perceived stress” Journal of Health and Social Behavior. 24(4): 385-396. doi: 10.2307/2136404.


[10] Buysse, D.J., Reynolds , C.F., Monk , T.H., Berman, S.R., Kupfer , D.J.

1989. "The Pittsburgh sleep quality index: A new instrument for psychiatric practice and research." Psychiatry Research. 28 (2): 193-213. doi: 10.1016/0165-1781(89)90047-4.


[11] Ellison, C. W., Smith, J. 1991. “Toward an integrative measure of health and well-being.” Journal of Psychology and Theology. 19(1): 35-45. doi: 10.1177/009164719101900104.

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