Variable Source Table

Attachment 2: Variable Source Table

Attachment 2

Variable Sources: Wave 7 Survey
Scale Name/variable

Demographic Variables
Highest education completed
Marital Status
Number of places lived in the past
12 months
Location of current residence
Appliances at current residence?
Restaurant / Cafeteria at current
residence
Length of stay at current residence
Participant’s personal earnings
Household composition

Source

Question #

Adapted from Project Eat - Neumark-Sztainer D, Story
M, Hannan P, Moe J. (2010)
Adapted from NHANES (CDC)
Adapted from National Longitudinal Study of Youth

116

Adapted from National Longitudinal Study of Youth

5
9
10

National Longitudinal Study of Adolescent Health
(Add Health)
Adapted from HBSC survey (2001/02, 2005/06,
2009/10)

25
4

6
3
8

Number of people in current
household?
Length of stay at previous
residence
Number of people in previous
household?
Household composition, previous
residence

Adapted from National Longitudinal Study of
Adolescent Health (Add Health)
Adapted from National Longitudinal study of youth

7

Adapted from National Longitudinal Study of
Adolescent Health (Add Health)
Adapted from HBSC survey (2001/02, 2005/06,
2009/10)

13

Who lived in previous household

Adapted from HBSC survey (2001/02, 2005/06,
2009/10)
Developed for study
Adapted from Project Eat 2010 Neumark-Sztainer D,
Wall M, Larson N, Story M, Fulkerson JA, Eisenberg
ME, Hannan PJ. (2012)
Developed for study
Developed for study

14

National Longitudinal Study of Adolescent Health
(Add Health)
Monitoring the Future
Developed for study
Developed for study
Developed for study

110

Developed for study
Developed for study
Developed for study

20a
20b
20c

Children of your own?
Currently pregnant or breast
feeding?
Current school enrollment status
Level of school expecting to
complete
Highest level of school completed
Hours working at a job
Current work status, specific job
Living on or off campus?
Fitness/Recreation center at
school?
Fitness/Recreation center at work?
Appliances at work?
Cafeteria at work?

12

11

26
27
1
18

19
2
15
16

1

Scale Name/variable

Source

Time spent in class?
Developed for study
Recent GPA
Developed for study
Physical Activity/Sedentary Behavior
Past 7 days
2011 YRBS questionnaire:
Prochaska JJ, Sallis JF, Long B. (2001).
Self Determination Theory -physical Adapted from Ryan, R. M., & Connell, J. P. (1989).
activity
Duration of vigorous physical
HBSC surveys 1985/86, 1989/90, 1993/94, 1997/98,
activity (HOURS)
2001/02 (optional) 2005/06, 2009/10
Luszczynska, A. (2006).
Planning for physical activity
Physical Activity Habit Strength
Verplanken, B., Orbell, S., (2003)
Involvement with organized/
2009 YRBS questionnaire
competitive sports
Travel time to school/work
Adapted from 1985/86 HBSC optional package and
EYHS (Riddoch et al)(2005).
Mode of transportation to & from
Adapted from 1985/86 HBSC optional package and
school/work
EYHS (Riddoch et al, 2005).
Time spent on computer/cell
phone
Time spent playing video games on
computer or game console
Time watching TV

Question #
17
117
29
37
30
31
32
33
35a, 35b
36

Revised from HBSC (1990, 1994, 1998, 2002, 2006,
2010)
HBSC 2002, 2006, 2010

23

Revised from HBSC (1985/86, 1989/90, 1993/94,
1997/98, 2001/02, 2005/06, 2009/10)
Adapted from HBSC

24

Developed for study
Developed for study

34
75

Developed for study

76

National Longitudinal Study of Adolescent Health
(Add Health)

38

National Longitudinal Study of Adolescent Health
(Add Health)

39

Snoring/stop breathing during
sleep
Frequency of feeling sleepy
Frequency of falling asleep
unintentionally
Nutrition
Breakfast

National Longitudinal Study of Adolescent Health
(Add Health)
Developed for study
Developed for study

40

HBSC survey 2002, 2006, 2010

43

7-day Intake

Youth Risk Behavior Survey

46

Do you have a computer, game
console or TV in the room where
you sleep?
Hours spent per day sitting?
Frequency of cell phone use in last
3 months
Frequency of social media use in
last 3 months
Hours sleeping on
weekdays/weekends
Sleep
Trouble falling asleep/ staying
asleep / waking up

21

22

41
42

2

Scale Name/variable

Source

Question #

Meal time activities/setting

HBSC 2009/2010

44

Fast food intake

HBSC (optional) 2001/02, 2005/06, 2009/10

48

Activities while snacking
Modified Yale Food Addiction Scale

Adapted from Van Den Bulck J and Van Mierlo (2004).
Flint, AJ, Gearhardt AN, Corbin WR, Brownell KD, Field
AE, Rimm EB (2014).
Gearhardt, A.N., Corbin, W.R., & Brownell, K.D.
(2009).

45
47

Children’s Body Image Scale (CBIS)
PROMIS pediatric depressive symptoms scale
Irwin, D., Stucky, B., Langer, M., Thissen, D., et al.
(2010)
Kessler RC, Ustun TB. (2004)
Life Orientation Test- Revised (LOT-R)
Scheier, M. F., Carver, C. S., & Bridges, M. W. (1994).
Adapted from Cantril’s ladder, also in HBSC
Levin, K. A., & Currie, C. (2013).

28
64

EAT survey: Idler, E.L. & Benjamin, Y. (1997).
HBSC 2002, 2006, 2010
Adapted from Project Eat 2010 Neumark-Sztainer D,
Wall M, Larson N, Story M, Fulkerson JA, Eisenberg
ME, Hannan PJ. (2012)
HBSC surveys 1997/98 (optional package), 2001/02
(mandatory), 2005/06, 2009/10
Developed for study
Adapted from Project Eat 2010 Neumark-Sztainer D,
Wall M, Larson N, Story M, Fulkerson JA, Eisenberg
ME, Hannan PJ (2012)
HBSC surveys 1997/98 (optional package), 2001/02
(mandatory), 2005/06, 2009/10
HBSC surveys 1993/94, 1997/98, 2001/02, 2005/06,
2009/10
Somatic symptoms
HBSC 2002, 2006, 2010
Medication use:
U.S. HBSC survey 2001/02, 2005/06 (added
"something else"), 2009/10
Optional Item used in International HBSC 2005/06
(adapted from Finnish Canadian HBSC 2001/02
national surveys), 2009/10
Adapted from Project Eat 2010 Neumark-Sztainer D,
Wall M, Larson N, Story M, Fulkerson JA, Eisenberg
ME, Hannan PJ. (2012).
Adapted from Project Eat 2010 Neumark-Sztainer D,

58

Mental Health
Body image
Depression
Suicide Ideation
Optimism / Pessimism
Happiness
Physical Health
Perceived health overall
Perceived weight of self
Weight
Desired Weight
Measured one’s weight
Height
Dieting
General somatic symptoms past 6
months & medication use

Long term illness: medication
effect on school
Ways to lose weight
Currently trying to lose weight

66-69
56
57

28
50
51
52
49
53
59
60

61
62
63
54
55
3

Scale Name/variable

Source

Question #

National Longitudinal Study of Adolescent Health
(Add Health)

105

Where health care is received

National Longitudinal Study of Adolescent Health
(Add Health)

106

Access to health care

National Longitudinal Study of Adolescent Health
(Add Health)

107,108,109

Check-ups

National Longitudinal Study of Adolescent Health
(Add Health)

110

Advice

National Longitudinal Study of Adolescent Health
(Add Health)

111, 112, 113

Dental care

National Longitudinal Study of Adolescent Health
(Add Health)

114, 115

HBSC 2002, 2006
National Youth Tobacco Survey, 2006/2009

65
70-74

National Longitudinal Study of Adolescent Health
(Add Health)

89

Peer acceptance of participant’s
behaviors
Substance Use
Self-perception as smoker
Smoking cessation attempts
First time drunk

Developed for study

70

Biddle BJ, Bank BJ, Anderson DS, et al. (1985)
Biddle BJ, Bank BJ, Anderson DS, et al. (1985)
HSBC 1998, 2002, 2005, 2010

79
80
83

Past 30 day use

HSBC 1986, 1990, 1994, 1998, 2002, 2010

81

Binge drinking

Adapted from Monitoring the Future

82

Largest number of drinks on a
single day, frequency
Location of alcohol consumption

National Epidemiologic Survey on Alcohol and related
conditions
European School Survey Project on Alcohol & Other
Drugs

84

Consequences of drinking for self
Consequences of other’s drinking

Harvard School of Public Health College Alcohol Study

86
87

Past 12 month substance use

HBSC 2002, 2006, 2010

88

Health Care
Health insurance

Family and Peers
General family satisfaction
People with whom use tobacco,
alcohol, marijuana and other drugs
5-friends

Wall M, Larson N, Story M, Fulkerson JA, Eisenberg
ME, Hannan PJ. (2012)

85

4

Scale Name/variable

Source

Question #

Number of cigarettes smoked on
days smoked
Time in between waking up and
smoking first cigarette

National Longitudinal Study of Adolescent Health
(Add Health)
National Longitudinal Study of Adolescent Health
(Add Health)

77

Granie, M-A., Pannetier, M., Gueho, L. (2013)

90

Checkpoints
Simons-Morton BG, Li K, Brooks-Russell A, Ehsani
J, Pradhan A, Ouimet MC, Klauer S. (2013)
Checkpoints
Simons-Morton BG, Li K, Brooks-Russell A, Ehsani
J, Pradhan A, Ouimet MC, Klauer S. (2013)
Checkpoints
Simons-Morton BG, Li K, Brooks-Russell A, Ehsani
J, Pradhan A, Ouimet MC, Klauer S. (2013)
Simons-Morton, Li, Brooks-Russle, Ehsani, Pradhan,
Ouimet, Klauer, (2013)
Checkpoints Risky Drividng Scale (C-RDS)
Adapted from Youth Risk Behavior Survey

91

Pedestrian Safety
Adapted from the Pedestrian
Behavior Scale
Driving
License
Amount of driving: days/ mileage
Distracted driving
Social media use while driving
Risky driving
Ride in a car with someone who
used drug / marijuana
Car crash:
Driver
Passenger
Police involvement in illegal driving

Youth Risk Behavior Survey

Developed for study

78

92
93
94
102
95
99, 100, 101
97, 98
103, 104
96

5

List of References
1. Neumark-Sztainer D, Story M, Hannan P, Moe J. Overweight status and eating patterns among
adolescents: Where do youth stand in comparison to the Healthy People 2010 Objectives?
American Journal of Public Health. 2002;92(5):844-851.
2. NHANES: https://wwwn.cdc.gov/Nchs/Nhanes/2013-2014/DEMO_H.htm#DMDMARTL
3. National Longitudinal Study of Youth: Bureau of Labor Statistics, U.S. Department of Labor.
National Longitudinal Survey of Youth 1997 cohort, 1997-2011 (rounds 1-15). Produced by the
National Opinion Research Center, the University of Chicago and distributed by the Center for
Human Resource Research, The Ohio State University. Columbus, OH: 2013.
4. Add Health: Harris, K.M., C.T. Halpern, E. Whitsel, J. Hussey, J. Tabor, P. Entzel, and J.R. Udry.
2009. The National Longitudinal Study of Adolescent to Adult Health: Research Design [WWW
document]. URL: http://www.cpc.unc.edu/projects/addhealth/design.
5. HBSC: http://www.hbsc.org/publications/journal/
6. HBSC (2001/2002): Currie C et al (eds.) (2004) Young People's Health in Context: international
report from the HBSC 2001/02 survey, (Health Policy for Children and Adolescents, No.4). WHO
Regional Office for Europe, Copenhagen.
7. HBSC (2005/2006): Currie C, Nic Gabhainn S, Godeau E, Roberts C, Smith R, Currie D, Pickett
W, Richter M, Morgan A & Barnekow V (eds.) (2008) Inequalities in young people's health:
HBSC international report from the 2005/06 Survey. Health Policy for Children and Adolescents,
No. 5, WHO Regional Office for Europe, Copenhagen, Denmark.
8. HBSC (2009/2010): Currie C et al. eds. Social determinants of health and well-being among
young people. Health Behaviour in School-aged Children (HBSC) study: international report from
the 2009/2010 survey. Copenhagen, WHO Regional Office for Europe, 2012 (Health Policy for
Children and Adolescents, No. 6).
9. Neumark-Sztainer D, Wall M, Larson N, Story M, Fulkerson JA, Eisenberg ME, Hannan PJ.
Secular trends in weight status and weight-related attitudes and behaviors in adolescents from
1999-2010. Preventive Medicine. 2012;54:77-81.
10. Monitor the Future: Bachman, J. G., & Schulenberg, J. E. (1993). How part-time work intensity
relates to drug use, problem behavior, time use, and satisfaction among high school seniors: Are
these consequences or merely correlates? Developmental Psychology, 29, 220 –235.
doi:10.1037/0012- 1649.29.2.220
11. Prochaska JJ, Sallis JF, Long B. (2001). A physical activity screening measure for use with
adolescents in primary care. Archives of Paediatrics & Adolescent Medicine. 155: 554-559.
12. Ryan, R. M., & Connell, J. P. (1989). Perceived locus of causality and internalization: Examining
reasons for acting in two domains. Journal of Personality and Social Psychology, 57, 749-761.
13. HBSC (1993/1994): King A, Wold B, Tudor-Smith C & Harel Y (1996) The Health of Youth: A
cross-national survey. WHO Regional Publications, European Series No. 69
14. HBSC (1997/1998): Currie C, Hurrelmann K, Settertobulte W, Smith R & Todd J (eds.) (2000)
Health and health behaviour among young people (Health Policy for Children and Adolescents,
No.1). WHO Regional Office for Europe, Copenhagen.
15. Luszczynska, A. (2006). Effects of an implementation intention intervention on physical activity
after MI are mediated by cognitive processes, change in forming action plans. Social Science and
Medicine, 62, 900–908.
16. Verplanken, B., Orbell, S., (2003) Reflections on past behavior: A self-report index of habit
strength. Journal of Applied Social Psychology. DOI: 10.1111/j.1559-1816.2003.tb01951.x
17. Youth Risk Behavior Survey (YRBS): Centers for Disease Control and Prevention. [survey year]
Youth Risk Behavior Survey. Available at: www.cdc.gov/yrbs. Accessed on [date].
6

18. Riddoch C, Edwards D, Page A, Froberg K, Anderssen S, Wedderkopp N, Brage S, Cooper A,
Sardinha L, Harro M, Heggebo L, van Mechelen W, Boreham C, Ekelund U, Andersen L,
European Youth Heart Study Team (2005). The European Youth Hearth Study Cardiovascular
Disease Factors in Children: Rationale, Aims, Study Design, and Validation of Methods. Journal
of Physical Activity and Health, 2(1), 115-129).
19. Van Den Bulck J and Van Mierlo. (2004). Energy intake associated with television viewing in
adolescents, a cross sectional study. Appetite 43(2): 181-184
20. Flint, AJ, Gearhardt AN, Corbin WR, Brownell KD, Field AE, Rimm EB. Food-addiction scale
measurement in 2 cohorts of middle-aged and older women. AJCN 2014;99:578-86.
21. Gearhardt, A.N., Corbin, W.R., & Brownell, K.D. (2009). Preliminary validation of the Yale Food
Addiction Scale. Appetite, 52, 430-436.
22. Children’s Body Image Scale (CBIS): H. Truby, S.J. Paxton. (2002) Development of the children's
body image scale. Br J Clin Psychol, 41, pp. 185–203
23. Irwin, D., Stucky, B., Langer, M., Thissen, D., et al. (2010) An item response analysis of the
pediatric PROMIZ anxiety and depressive symptoms scale. Quality of life, 19(4), 595-607.
24. Kessler RC, Ustun TB. The World Mental Health (WMH) Survey Initiative Version of the World
Health Organization (WHO) Composite International Diagnostic Interview (CIDI). Int J Methods
Psychiatr Res 2004; 13: 93–121.
25. Life Orientation Test-Revised (LOT-R): Scheier, M. F., Carver, C. S., & Bridges, M. W. (1994).
Distinguishing optimism from neuroticism (and trait anxiety, self-mastery, and self-esteem): A reevaluation of the Life Orientation Test. Journal of Personality and Social Psychology, 67, 10631078.
26. Scheier, M. F., Carver, C. S., & Bridges, M. W. (1994). Distinguishing optimism from
neuroticism (and trait anxiety, self-mastery, and self-esteem): A re-evaluation of the Life
Orientation Test. Journal of Personality and Social Psychology, 67, 1063-1078.
27. Levin, K. A., & Currie, C. (2013). Reliability and validity of an adapted version of the Cantril
ladder for use with adolescent samples. Social Indicators Research, 1-17.
28. Idler, E.L. & Benjamin, Y. (1997). Self-rated health and mortality: A review of twenty-seven
community studies. Journal of Health and Social Behavior, 38, 21-37.
29. National Youth Tobacco Survey (NYTS): Centers for Disease Control and Prevention: Tobacco
Use among Middle and High School Students -- United States, 2000-2009. Morbidity and
Mortality Weekly Report. 2007. 59(33); 1,063-1,068.
30. Biddle BJ, Bank BJ, Anderson DS, et al. Social influence, self-referent identity labels, and
behavior. Sociol Q. 1985;26:159–185.
31. NESARC: http://pubs.niaaa.nih.gov/publications/arh29-2/74-78.htm
32. European School Survey Project on Alcohol & Other Drugs (ESPAD):
http://www.espad.org/en/reports--documents/espad-reports/
33. Harvard School of Public Health College Alcohol Study:
http://archive.sph.harvard.edu/cas/About/
34. Granie, M-A., Pannetier, M., Gueho, L. (2013), Developing a self-reporting method to measure
pedestrian behaviors at all ages. Accident Analysis and Prevention 50; 830-839.
35. Checkpoints Risky Driving Scale (C-RDS): Simons-Morton BG, Li K, Brooks-Russell A, Ehsani
J, Pradhan A, Ouimet MC, Klauer S. (2013). Validity of the C-RDS self-reported risky driving
measure. Proceedings of the 7th International Driving Symposium on Human Factors in Driver
Assessment, Training, and Vehicle Design. p. 22-28.
36. Simons-Morton, Li, Brooks-Russle, Ehsani, Pradhan, Ouimet, Klauer, Proceedings of the Seventh
International Driving Symposium on Human Factors in Driver Assessment, Training and Vehicle
Design, 2013.
7