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Has scales that can vary and



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Has scales that can vary and 

measure a wide variety of 

attitudes or behaviors

 

Importance, agreement, 

likelihood, favorability, etc.

Q625: Please indicate how significant a source of  

stress the following is in your life: 



VERY 

SIGNIFICANT

SOMEWHAT 

SIGNIFICANT

NOT VERY 

SIGNIFICANT

NOT AT ALL 

SIGNIFICANT

Money 


31% 

33%


20%

16%


Work 

22%


38%

23%


17%

Relationships (e.g., spouse, 

kids, girl/boyfriend) 

17%


27%

26%


30%

Health problems  

affecting my family 

17%


26%

26%


31%

Family responsibilities 

17%

30%


27%

26%


Housing costs (e.g., 

mortgage or rent) 

16%

24%


25%

35%


The economy

16%


34%

29%


22%

Job stability

16%

19%


19%

46%


Personal health concerns 

15%


30%

29%


25%

Personal safety

6%

18%


33%

44%


BASE: All respondents (Adults n=3068)

Guidelines for Reading Questions and 

Interpreting Data

GRID TYPE QUESTIONS:

REPORTING:

 

When reporting on data collected in a grid type question, it is 

important to remember what these questions do and do not measure. 

TYPE OF 

REPORTING

CORRECT

INCORRECT

RATIONALE

… when 


reporting on 

individual 

attributes 

evaluated in 

the grid

Sixty-four percent 

of adults say money 

is a somewhat/very 

significant source of 

stress. 


Sixty-four percent of 

adults say money is 

a significant source 

of stress, with 31 

percent saying it is 

very significant and 33 

percent saying it is a 

somewhat significant 

source of stress. 

Money is the most 

significant source of stress 

(64 percent).

The question measures 

the degree of 

significance placed on 

each item.

In each of these 

examples, the incorrect 

statement is misleading 

because the finding 

is reported as if the 

question asked for a 

“ranking” rather than a 

“rating.”

With the grid type 

question format, 

respondents are not 

asked to make a direct 

comparison between 

the attributes, which 

may have resulted in 

a different finding. As 

such, while we can 

discuss which attributes 

the sample is most likely 

to rate “significant,” we 

cannot state that one 

is more significant than 

another.

… when 


comparing 

multiple 

attributes

Many adults say that 

money (31 percent) and 

work (22 percent) are a 

very significant source of 

stress in their life.

Very significant sources 

of stress are money (31 

percent) and work (22 

percent), followed by 

relationships, health 

problems affecting 

family and family 

responsibilities equally, at 

17 percent.

The most significant 

sources of stress are 

money (31 percent) and 

work (22 percent).

Americans rank money 

(31 percent) ahead of 

work (22 percent) as a 

source of stress. 

Money (31 percent) is a 

more significant source 

of stress than work (22 

percent).

… when 


comparing 

subgroups 

on individual 

attributes 

Those that earn <$50K 

(74 percent) are more 

likely than those that 

earn ≥$50K (57 percent) 

to say that money 

is a very/somewhat 

significant source of 

stress in their life.

More lower income 

adults (<$50K, 74 

percent) say money 

is a very/somewhat 

significant source of 

stress than those who 

earn more (≥$50K, 57 

percent).

Those who earn <$50K 

say money (74 percent 

somewhat/very 

significant) is a more 

significant source of stress 

than work (60 percent).



WHAT DOES A  

GRID TYPE QUESTION 

MEASURE?

 •

Measures the level of 

endorsement for a particular 

attitude, perception or 

behavior (each of the  

attributes evaluated)



 •

Evaluates attributes 

independently

 •

Provides insight into the 

strength and depth of  

feeling for each attribute

Grid type questions 

measure multiple attributes 

across the same scale.

They are “rating” questions, 

not “ranking” questions.  

They measure attributes as 

they relate to each other, 

but not absolutes.

They indicate the level 

of endorsement (e.g., 

importance, agreement, 

etc.) for each attribute. 



Key Takeaways

APPENDIX


page 16

WHAT DOES A  

GRID TYPE QUESTION  

NOT MEASURE?

 •

Does not measure absolutes 

 •

Does not ask respondents to  

“rank” attributes

 •

Reporting should reflect that 

respondents did not “rank” 

items against each other

SIMPLE SCALED QUESTION

 — eliciting a specific attitude or 

behavior from a respondent:

Excellent

9%

Very good



29%

Good


42%

Fair


18%

Poor


2%

REPORTING:

 

When reporting on simple scaled questions, it is important to 

remember that these questions answer only the specific question asked. Errors in 

reporting are less common than with grid type questions described above. 



BASE: All respondents (Adults n=3068)

APPENDIX


page 17

simple scaled  

question?

WHAT IS A

 



Asks about specific attitudes 

or behaviors 

 



Has scales that can vary and 

measure a wide variety of 

attitudes or behaviors

 

Importance, agreement, 

likelihood, favorability, etc.

Q2250: In general, would you say your health is ...

SIMPLE SCALED 

QUESTIONS:

WHAT DOES A  

SIMPLE SCALED  

QUESTION MEASURE?

Measures the level of 

endorsement  

for a specific attitude,  

perception or behavior

Simpled scaled questions 

measure specific attitudes 

or behaviors.

Their findings indicate the 

level of endorsement (e.g., 

importance, agreement, 

etc.) for specific attitudes 

or behaviors.

Key Takeaways

WHAT DOES A  

SIMPLE SCALED QUESTION 

NOT MEASURE?

Does not measure how the 

item being measured relates to 

other attitudes or behaviors

TYPE OF 

REPORTING

CORRECT

INCORRECT

RATIONALE

… when 


reporting on 

individual 

attributes 

evaluated in 

the grid

Most adults report their 

overall health as good 

(42 percent) or very good 

(29 percent).  

Very few (9 percent) 

would say their overall 

health is excellent.

Thirty-eight percent of 

adults are in excellent or 

very good health. 

Most adults are in good 

health (42 percent) and 

very few (2 percent) are 

unhealthy.

The incorrect findings 

are not specific 

enough. The question 

specifically asked 

respondents to evaluate 

their own health; it 

does not represent 

objective measures of 

health or the opinion of 

a qualified health care 

professional, which may 

differ from the self-

report.


… when 

comparing 

subgroups 

on individual 

attributes 

Both men (39 percent) 

and women (36 percent) 

are likely to think their 

health is excellent or very 

good.


Men and women are 

equally healthy (39 

percent and 36 percent, 

respectively).



APPENDIX

page 18


multiple 

response  

question?

WHAT IS A

 



Is used to understand a 

range of attitudes, behaviors 

or perceptions

 



Provides insight into the 

prevalence of different 

attitudes, behaviors or 

perceptions

WHAT DOES A  

MULTIPLE RESPONSE  

QUESTION MEASURE?

Measures the prevalence 

of attitudes, behaviors or 

perceptions



WHAT DOES A  

MULTIPLE RESPONSE 

QUESTION NOT MEASURE?

 •

Does not necessarily 

measure the frequency of a 

specific attitude, behavior or 

perception

 •

Does not necessarily 

measure the strength of 

the attitude or perception 

measured

 •

Does not specifically capture 

preference (i.e., “favorites”) 

among attitudes, behaviors 

or perceptions, or rank order

MULTIPLE QUESTION

 — asking respondents to report on a range 

of attitudes, behaviors or perceptions:

REPORTING:

 

When reporting on data collected from a multiple response question, 

it is important to remember that they measure prevalence. They do not necessarily 

measure frequency, strength of endorsement or preference. Rather, these data are 

useful to understand the range of behaviors or attitudes on a given topic.  

Q965: Do you do any of the following to help manage stress?  

Please select all that apply. 

TYPE OF 

REPORTING

CORRECT

INCORRECT

RATIONALE

… when 


reporting 

at the 


aggregate 

level 


The most common 

ways people manage 

stress are listening 

to music, exercising/ 

walking and watching 

TV/movies for more 

than two hours a day.

Two out of five adults 

listen to music as a way 

to manage stress (44 

percent). 

Listening to music, 

exercising/walking and 

watching TV/movies 

for more than two 

hours a day are the 

most popular ways to 

manage stress. 

Listening to 

music is the most 

frequent stress 

management 

technique. 

In reporting, use of the word 

“frequently” or “frequency” implies 

how often a behavior is done. 

This question, as phrased, measures 

prevalence (i.e., how many people 

are doing these activities) rather than 

actual frequency (i.e., how many times 

per week or month they are doing 

each of these). 

When reporting on subgroups, 

we know that more people from a 

particular subsample (i.e., women) 

engage in a behavior as compared to 

men. The question does not address 

the question of whether those women 

engaging in the behavior actually do 

the behavior more often than men.

It is important to consider the whole 

question as it was asked. As such, 

results from this question cannot

for example, be used to measure the 

likelihood of listening to music overall 

— only the likelihood of listening 

to music for the specific purpose of 

managing stress.



TOP 10 MOST COMMON RESPONSES

Listen to music

44% 

Exercise or walk



43%

Watch TV/movies for more than 2 hours per day

40%

Surf the Internet/go online



38%

Read


36%

Spend time with friends or family 

35%

Pray


29%

Nap/sleep

27%

Spend time doing a hobby



24%

Eat


23%

BASE: All respondents (Adults n=3068)

APPENDIX

page 19


TYPE OF 

REPORTING

CORRECT

INCORRECT

RATIONALE

… when 


comparing 

multiple 

attributes

Exercising (43 percent) 

and listening to music 

(44 percent) are equally 

likely to be used as 

stress management 

techniques.

Listening to music 

is more commonly 

mentioned as a stress 

management strategy 

than napping. 

Listening to music 

(44 percent) is the 

stress management 

technique embraced 

by the highest 

percentage of adults, 

followed by exercising 

(43 percent).

Listening to music 

(44 percent) is done 

more frequently than 

exercising (43 percent) 

when it comes to stress 

management.

Adults exercise more 

than read to manage 

stress (43 percent vs. 36 

percent).

Adults prefer listening 

to music (44 percent) 

over watching TV (40 

percent) as a way to 

manage stress. 

In reporting, use of the 

word “frequently” or 

“frequency” implies how 

often a behavior is done. 

This question, as phrased, 

measures prevalence (i.e., 

how many people are 

doing these activities) 

rather than actual 

frequency (i.e., how many 

times per week or month 

they are doing each of 

these). 


When reporting on 

subgroups, we know 

that more people from 

a particular subsample 

(i.e., women) engage in a 

behavior as compared to 

men. The question does 

not address the question 

of whether those women 

engaging in the behavior 

actually do the behavior 

more often than men.

It is important to consider 

the whole question as it 

was asked. As such, results 

from this question cannot, 

for example, be used to 

measure the likelihood of 

listening to music overall 

— only the likelihood 

of listening to music for 

the specific purpose of 

managing stress.

… when 


comparing 

subgroups 

on individual 

attributes 

Women (44 percent) 

are more likely than 

men (26 percent) to say 

they read to manage 

their stress.

More men (23 percent) 

than women (16 

percent) play video 

games to manage 

stress.


Women (44 percent) are 

more likely than men (26 

percent) to say they read 

to manage their stress.

More men (23 percent) 

than women (16 

percent) play video 

games to manage stress.



MULTIPLE RESPONSE 

QUESTIONS:

Multiple response 

questions measure the 

prevalence of attitudes, 

behaviors and perceptions.

They provide insight into 

a range of behaviors or 

attitudes on a specific topic 

in question. 

They do not necessarily 

measure the frequency of 

behaviors.

They do not necessarily 

measure the strength of an 



attitude or perception. 

Key Takeaways

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