Deck 11: Measurement
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Deck 11: Measurement
1
Measurement is the way in which concrete observable concepts are linked to ________ events.
A)observable
B)unobservable
C)fictional
D)psychological
E)social
A)observable
B)unobservable
C)fictional
D)psychological
E)social
B
2
For any particular identified concept,there ________ conceptual definition(s).
A)is only one
B)are four or less
C)are a large number of
A)is only one
B)are four or less
C)are a large number of
C
3
For any operational definition there is one,and only one,method for data collection.
False
4
There is (are)________ levels of measurement.
A)one
B)two
C)three
D)four
E)five
A)one
B)two
C)three
D)four
E)five
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5
Which level(s)of measurement can be used for "determining differences"?
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
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6
At what level of measurement is the question below written?
Would you like to register for our e-mail newsletter?
Yes
No
A)Nominal
B)Ordinal
C)Interval
D)Ratio
Would you like to register for our e-mail newsletter?
Yes
No
A)Nominal
B)Ordinal
C)Interval
D)Ratio
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7
Which level(s)of measurement can be used for "determining ratios"?
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
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8
The text discusses a four-step process for moving from a conceptual definition to an operational definition.The first step is "explicitly specify the concept of interest." The second step is ________.
A)narrow alternative operational definitions to the three best
B)evaluate and select the best operational definition
C)explicitly state what can be observed
D)explore different aspects of the concept's meaning
A)narrow alternative operational definitions to the three best
B)evaluate and select the best operational definition
C)explicitly state what can be observed
D)explore different aspects of the concept's meaning
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9
A(n)________ definition expresses a concept's central or core idea.
A)operational
B)observable
C)conceptual
D)syllogistic
E)intrinsic
A)operational
B)observable
C)conceptual
D)syllogistic
E)intrinsic
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10
A ________ is an invented name for a property of an object,person,state,or event.
A)production
B)metaphor
C)syllogism
D)concept
E)fallacy
A)production
B)metaphor
C)syllogism
D)concept
E)fallacy
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11
Which level(s)of measurement can be used for "classifying"?
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
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12
The text's discussion of the operational definitions of "attitude toward the advertisement" illustrates that every conceptual definition should move to one and only one operational definition.
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13
The three broad steps in the measurement process are: (1)identify and define the concept of interest,(2)specify an observable event,and (3)________.
A)pre-test the survey instrument
B)evaluate reliability
C)evaluate and revise the observable event
D)evaluate validity
A)pre-test the survey instrument
B)evaluate reliability
C)evaluate and revise the observable event
D)evaluate validity
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14
A systematic approach of moving from a concept to an observable event increases the likelihood that conclusions drawn from the research are appropriate,reliable,and valid.
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15
The following two statements refer to conceptual definitions.
I.When faced with multiple conceptual definitions,a researcher should use
Consensus to determine the "best" definition.
II.A conceptual definition directly leads to decisions regarding how the concept
Of interest will actually be measured.
Which,if any,of these statements is (are)true?
A)I only
B)II only
C)I and II are both true
D)Neither I nor II are true
I.When faced with multiple conceptual definitions,a researcher should use
Consensus to determine the "best" definition.
II.A conceptual definition directly leads to decisions regarding how the concept
Of interest will actually be measured.
Which,if any,of these statements is (are)true?
A)I only
B)II only
C)I and II are both true
D)Neither I nor II are true
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16
Ordinal level measures are best used when the measurement goal is to ________ .
A)determine averages
B)put things in order
C)classify
D)determine the distance between measured objects
A)determine averages
B)put things in order
C)classify
D)determine the distance between measured objects
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17
Easily observable concepts present ________ measurement challenges.
A)large
B)minimal
C)unknown
D)unanticipated
E)synergistic
A)large
B)minimal
C)unknown
D)unanticipated
E)synergistic
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18
Concepts such as ________ provide few measurement problems or challenges.
A)age and gender
B)love and hate
C)attitude toward the ad
D)brand loyalty
E)social media engagement
A)age and gender
B)love and hate
C)attitude toward the ad
D)brand loyalty
E)social media engagement
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19
Which of the following is NOT a characteristic of a conceptual definition?
A)states the major characteristics of the concept
B)distinguishes the target concept from similar,but different,concepts
C)needs to be less than 15 words in length
A)states the major characteristics of the concept
B)distinguishes the target concept from similar,but different,concepts
C)needs to be less than 15 words in length
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20
Which level(s)of measurement can be used for "putting things in order"?
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
A)ratio only
B)interval and ratio
C)ordinal,interval,and ratio
D)all four levels: nominal,ordinal,interval,and ratio
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21
A constant sum question is an illustration of a question written on the ________ level of measurement.
A)nominal
B)ordinal
C)interval
D)ratio
A)nominal
B)ordinal
C)interval
D)ratio
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22
A rank order question represents what level of measurement?
A)Nominal
B)Ordinal
C)Interval
D)Ratio
A)Nominal
B)Ordinal
C)Interval
D)Ratio
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23
Nominal level measures have ________ defining characteristics.
A)one
B)two
C)three
D)four
E)five
A)one
B)two
C)three
D)four
E)five
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24
The numbers used to code responses on the ________ level of measurement have real meaning and may be averaged.
A)nominal level
B)nominal and ordinal level
C)ordinal and interval
D)interval and ratio
A)nominal level
B)nominal and ordinal level
C)ordinal and interval
D)interval and ratio
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25
When presented with the option of collecting respondents' age on either the nominal or ratio level of measurement,a researcher should collect the data on the ________ level.
A)nominal
B)ratio
A)nominal
B)ratio
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26
At what level of measurement is the question below written?
What is your year in school?
Freshman
Sophomore
Junior
Senior
A)Nominal
B)Ordinal
C)Interval
D)Ratio
What is your year in school?
Freshman
Sophomore
Junior
Senior
A)Nominal
B)Ordinal
C)Interval
D)Ratio
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27
________ questions allow an individual or observer to reply in his or her own words without the use of a fixed,predetermined set of answers.
A)Closed-ended
B)Constant sum
C)Ranking
D)Open-ended
E)Rating scale
A)Closed-ended
B)Constant sum
C)Ranking
D)Open-ended
E)Rating scale
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28
On the interval level of measurement,it is assumed that the distance between response options is ________.
A)subject to individual interpretation
B)equivalent
C)dependent upon the length of the question
D)reflects the question writer's biases
E)minimal
A)subject to individual interpretation
B)equivalent
C)dependent upon the length of the question
D)reflects the question writer's biases
E)minimal
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29
You ask respondents to rank order three television programs.You then average the rankings for each program and report that:
LostAverage ranking: 1.5
FringeAverage ranking: 2.0
Grey's AnatomyAverage ranking: 2.5
Assuming the math is correct,this is an appropriate way to report ordinal level data.
LostAverage ranking: 1.5
FringeAverage ranking: 2.0
Grey's AnatomyAverage ranking: 2.5
Assuming the math is correct,this is an appropriate way to report ordinal level data.
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30
Ordinal level measures arrange characteristics or attributes according to their magnitude in an ordered relationship along an explicit dimension,for example,from greater to lesser.
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31
Eye-tracking data which reports the order in which elements in an ad are observed are an example of ________ level measurement.
A)nominal
B)ordinal
C)interval
D)ratio
A)nominal
B)ordinal
C)interval
D)ratio
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32
Consider the question shown below.
What is your year in school?
Freshman
Sophomore
Junior
The lack of "Senior" on this list of responses violates the rule of ________.
A)response exclusivity
B)response exhaustiveness
C)response latency
D)response attribution
What is your year in school?
Freshman
Sophomore
Junior
The lack of "Senior" on this list of responses violates the rule of ________.
A)response exclusivity
B)response exhaustiveness
C)response latency
D)response attribution
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33
At what level of measurement is the question below written?
What is your gender?
Male
Female
A)Nominal
B)Ordinal
C)Interval
D)Ratio
What is your gender?
Male
Female
A)Nominal
B)Ordinal
C)Interval
D)Ratio
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34
Consider the question shown below.
What is your gender?
Male (1)
Female (2)
The data coding in this question reflects the researcher's belief that men are superior to women.
A)True
B)False
What is your gender?
Male (1)
Female (2)
The data coding in this question reflects the researcher's belief that men are superior to women.
A)True
B)False
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35
The two statements below refer to ordinal level measures.
I.Numbers used to classify responses to an ordinal level question have some mathematical meaning.
II.Ordinal level measures provide insights into both the relative standing of
Ordered objects and the relative distance between these objects.
Which,if any,of these statements is (are)true?
A)I only
B)II only
C)I and II are both true
D)Neither I nor II are true
I.Numbers used to classify responses to an ordinal level question have some mathematical meaning.
II.Ordinal level measures provide insights into both the relative standing of
Ordered objects and the relative distance between these objects.
Which,if any,of these statements is (are)true?
A)I only
B)II only
C)I and II are both true
D)Neither I nor II are true
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36
Consider the question shown below.
How much do you agree or disagree with the statement "Political advertising is too negative."?
Strongly agree
Slightly agree
Slightly disagree
Strongly disagree
In this question,it is assumed that the distance between strongly agree and ________ is the same as the distance between slightly agree and slightly disagree.
A)slightly agree
B)slightly disagree
C)strongly disagree
How much do you agree or disagree with the statement "Political advertising is too negative."?
Strongly agree
Slightly agree
Slightly disagree
Strongly disagree
In this question,it is assumed that the distance between strongly agree and ________ is the same as the distance between slightly agree and slightly disagree.
A)slightly agree
B)slightly disagree
C)strongly disagree
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37
The question "Why have you stopped visiting your Facebook page?" is an example of an ________ question.
A)closed-ended
B)constant sum
C)ranking
D)open-ended
E)rating scale
A)closed-ended
B)constant sum
C)ranking
D)open-ended
E)rating scale
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38
Which of the following is NOT a defining characteristic of nominal level measures?
A)response categories are mutually exclusive and collectively exhaustive
B)response options must be four or less
C)for purposes of data analysis numbers are merely a way to distinguish categories
D)there is internal category equivalence
A)response categories are mutually exclusive and collectively exhaustive
B)response options must be four or less
C)for purposes of data analysis numbers are merely a way to distinguish categories
D)there is internal category equivalence
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39
The ________ level of measurement has a true zero point.
A)nominal
B)ordinal
C)interval
D)ratio
A)nominal
B)ordinal
C)interval
D)ratio
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40
With regard to data analysis,data collected on the ordinal level of measurement is more limiting than data collected on the ________ level.
A)nominal
B)interval
A)nominal
B)interval
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41
Which type of validity is estimated by determining the extent to which performance on one variable (measured today)accurately predicts performance on another variable (to be measured in the future).
A)face validity
B)concurrent validity
C)predictive validity
A)face validity
B)concurrent validity
C)predictive validity
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42
"Test-Retest" and "Alternative Form" are ways to assess a measure's ________.
A)validity
B)reliability
C)definition
D)criteria
E)creativity
A)validity
B)reliability
C)definition
D)criteria
E)creativity
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43
Define reliability and validity.
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44
Open-ended questions tend to provide ________ variability in response versus closed-ended questions.
A)more
B)less
C)about the same
A)more
B)less
C)about the same
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45
Provide two conceptual definitions for "brand loyalty."
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46
Write a question to collect information on a respondent's age on both the nominal and ratio levels.Which question type is preferred?
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47
Consider the holes shown on the target below.
If the holes represent repeated measures,these measures would be considered to be ________.
A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable

A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable
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48
Which approach uses judgment and personal expertise to assess a measure's validity?
A)face validity
B)concurrent validity
C)predictive validity
A)face validity
B)concurrent validity
C)predictive validity
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49
Consider the holes shown on the target below.
If the holes represent repeated measures,these measures would be considered to be ________.
A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable

A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable
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50
Consider the holes shown on the target below.
If the holes represent repeated measures,these measures would be considered to be ________.
A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable

A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable
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51
List and briefly describe the four levels of measurement.
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52
Explain what is means to "collect data at the highest level of measurement." Why is this important?
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53
You want to measure respondents' "engagement" with Facebook.Provide two operational definitions.
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54
What type of question is a good way to introduce a new topic area in a survey or interview?
A)closed-ended
B)constant sum
C)ranking
D)open-ended
E)rating scale
A)closed-ended
B)constant sum
C)ranking
D)open-ended
E)rating scale
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55
Consider the holes shown on the target below.
If the holes represent repeated measures,these measures would be considered to be ________.
A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable

A)reliable,but not valid
B)valid,but not reliable
C)neither valid nor reliable
D)both valid and reliable
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