Deck 13: Measurement

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Question
Mathematical operations cannot be performed with numbers from nominal scales.
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Question
Research would be impossible without measurement.
Question
In ratio scales,the location of the zero point is arbitrary.
Question
Concrete measures are those that take on only one of a finite number of values.
Question
An ordinal scale is the simplest type of measurement scale.
Question
Measurement is the process of describing some property of a phenomenon,usually by assigning numbers,in a reliable and valid way.
Question
Interval scales represent the absolute meaning of the numbers on the scale.
Question
In measurement,whenever a number is used to assign a value to an observation,the researcher must assign this number according to some predetermined rule.
Question
In marketing research,it is often true that there are several ways in which a concept can be measured.
Question
The most sophisticated form of data analysis for a nominal scale is the average of the scores.
Question
"Money" is an example of a ratio scale.
Question
All measurement,particularly in the social sciences,contains error.
Question
A scale can be thought of as a generalized idea that represents something of meaning.
Question
The problem with measurement is that researchers cannot account for errors statistically.
Question
A construct is a term used for concepts that are measured with single variables.
Question
Continuous measures are those assigning values anywhere along some scale range in a place that corresponds to the intensity of some concept.
Question
Correspondence analysis is the process of identifying scale devices that correspond to properties of a concept involved in a research process.
Question
The Fahrenheit temperature scale is an example of a ratio scale.
Question
Operational definitions translate conceptual definitions into measurement scales.
Question
A measurement scale in which respondents are asked to rank items based on their preferences is called a nominal scale.
Question
The Fahrenheit temperature scale is best described as an example of a(n)____ scale.

A)ratio
B)nominal
C)interval
D)ordinal
Question
A scale which arranges brands in an ordered sequence in which there is an equal interval between each point on the scale is an example of a(n)____ scale.

A)interval
B)ratio
C)nominal
D)ordinal
Question
When respondents are asked to place local shopping malls so that their first choice is 1,their second choice is 2,and so forth,this is best-described as an example of a(n)____ scale.

A)ordinal
B)ratio
C)interval
D)nominal
Question
In an observation study,when "shopping time in a supermarket" is defined as: "Using a stopwatch,start the stopwatch the moment the customer enters the store and stop the stopwatch as soon as the customer is handed a receipt by the checkout clerk," this is best described as an example of a(n):

A)nominal scale
B)equivalent-form scale
C)operational definition
D)test-retest method
Question
Which of the following is a defining characteristic in determining between ratio and interval scales?

A)number of items
B)absolute zero
C)number of intervals
D)nominal values
Question
Which of the following provides correspondence rules that indicate that a certain value corresponds to some true value of a concept?

A)operations
B)reliability
C)sensitivity
D)scale
Question
Age,gender,brand loyalty,and corporate culture are all examples of:

A)concepts
B)scales
C)ratios
D)codes
Question
Coefficient beta is the most commonly applied estimate of a composite scale's reliability.
Question
A measuring instrument is valid when the results can be repeated at subsequent measurements of the concept.
Question
How much a person weighs is best described as an example of a(n)____ scale.

A)ordinal
B)interval
C)ratio
D)nominal
Question
Interval scales are considered continuous when three or more categories are used.
Question
____ is the process of describing some property of a phenomenon,usually by assigning numbers,in a reliable and valid way.

A)Research
B)Analysis
C)Validation
D)Measurement
Question
The three major criteria for evaluating measurements are reliability,validity,and sensitivity.
Question
Which type of scale represents the highest form of measurement?

A)nominal scale
B)ordinal
C)ratio
D)interval
Question
Which of the following refers to concepts measured with multiple variables?

A)operation
B)construct
C)concept
D)scale
Question
Which type of scale is,at the most,a ranking scale?

A)ratio
B)interval
C)nominal
D)ordinal
Question
Researchers measure concepts through a process known as:

A)summation
B)operationalization
C)assessment
D)matching
Question
Scales that assign a value to an object for identification or classification purposes are called ____ scales.

A)ordinal
B)nominal
C)interval
D)ratio
Question
Coding household income into "Above $100,000," "Between $50,000 and $100,000," and "Below $50,000" is an example of a(n)____ scale.

A)interval
B)test-retest
C)criterion
D)nominal
Question
Discriminant validity is another way of expressing internal consistency.
Question
Which of the following is a discrete measure?

A)nominal scales
B)sensitive scales
C)ratio scales
D)all of the above
Question
Which type of validity is another way of expressing internal consistency?

A)content validity
B)convergent validity
C)criterion validity
D)discriminant validity
Question
Another name for face validity is ____ validity.

A)criterion
B)content
C)test-retest
D)split-half
Question
Which type of validity addresses the question,"Does my measure correlate with measures of similar concepts or known quantities?"

A)face validity
B)reliability validity
C)criterion validity
D)discriminant validity
Question
The ability of a measuring instrument to measure what it is supposed to measure is the basic purpose of ____.

A)reliability
B)validity
C)sensitivity
D)indexing
Question
A researcher who administers the same scale to the same respondents at two separate times to test for stability is using which method of assessing the scale's reliability?

A)coefficient alpha
B)split-half method
C)test-retest method
D)before/after method
Question
Carla is using education,income,and occupation to develop a measure of social class.What type of measure for social class is she developing?

A)index measure
B)valid measure
C)reliable measure
D)concurrent measure
Question
Measures that reflect the intensity of a concept by assigning values that can take on any value along some scale range are called:

A)discrete measures
B)continuous measures
C)absolute measures
D)valid measures
Question
Which of the following means that the value assigned for a response is treated oppositely from the other items in a scale?

A)reverse coding
B)indexing
C)alpha coding
D)convergence
Question
A(n)____ is a single characteristic or fundamental feature of an object,person,situation,or issue.

A)concept
B)variable
C)attribute
D)construct
Question
When a researcher measures the reliability of an instrument by comparing the results of the odd-numbered questions with the results of the even-numbered questions,this is an example of ____ reliability.

A)test-retest
B)split-half
C)equivalent-forms
D)criterion
Question
Measures that can take on only one of a finite number of values are called:

A)discrete measures
B)neutral measures
C)limited measures
D)continuous measures
Question
When a group of experts agrees that a measuring instrument measures what it is intended to measure,we say that the instrument has ____ validity.

A)face
B)criterion
C)test-retest
D)equivalent-forms
Question
A researcher is measuring consumers' attitudes toward product placement in movies using five attitude items.She created a scale by simply summing the response to each item making up the composite measure.This composite measure is called a(n):

A)derived scale
B)additive scale
C)summated scale
D)primary scale
Question
Which of the following is an indicator of a measure's internal consistency?

A)reliability
B)validity
C)coefficient beta
D)sensitivity
Question
The most commonly applied estimate of a composite scale's reliability is:

A)coefficient alpha
B)coefficient beta
C)criterion coefficient
D)an index coefficient
Question
When a two-point scale (e.g.agree/disagree)is expanded to include five categories (e.g.strongly disagree,disagree,undecided,agree,strongly agree),we say that the ____ of the scale has been increased.

A)sensitivity
B)reliability
C)predictive validity
D)criterion validity
Question
Which type of measure assigns a value to an observation based on a mathematical derivation of multiple measures?

A)conglomerate measure
B)derivative measure
C)summated measure
D)composite measure
Question
Which of the following is a component of construct validity?

A)face validity
B)discriminant validity
C)convergent validity
D)all of the above
Question
All of the following can be measured using ratio scales EXCEPT:

A)gender
B)income
C)temperature
D)weight
Question
A scale in which letters (e.g.A,B,C)are assigned to objects to serve as identification labels for the objects is called a(n)____________________ scale.
Question
The degree of agreement among judges that a scale measures what it is intended to measure is called the ____________________ validity of the scale.
Question
Measures that take on only one of a finite number of values are called ____________________ measures.
Question
____________________ means that the value assigned for a response is treated oppositely from the other items.
Question
Explain how indexes or composite measures are formed.
Question
Measures that assign values anywhere along some scale range in a place that corresponds to the intensity of some concept are called ____________________ measures.
Question
The ability of a scale to measure the variability of a concept is called that scale's ____________________.
Question
A ____________________ scale has an absolute zero point.
Question
Explain what reliability is and discuss how it is assessed.
Question
The degree to which a measurement instrument yields consistent results is called the ____________________ of the instrument.
Question
Compare and contrast the four different levels of scale measurement.
Question
The ability of a measuring instrument to measure what it is supposed to measure is called its ____________________.
Question
Name and describe the components of construct validity.
Question
List the three criteria for good measurement.
Question
A generalized idea that represents something of meaning is called a(n)____________________.
Question
Scales provide ____________________ rules that indicate that a certain value on a scale corresponds to some true value of a concept.
Question
____________________ validity represents the uniqueness or distinctiveness of a measure.
Question
A scale which arranges objects in order according to their relative magnitude to one another is called a(n)____________________ scale.
Question
The process involving identifying scales that correspond to properties of a concept is called ____________________.
Question
A scale which arranges objects so that they are equally-distant from one another is called a(n)____________________ scale.
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Deck 13: Measurement
1
Mathematical operations cannot be performed with numbers from nominal scales.
False
While it is true that mathematical operations can be performed with numbers from nominal scales,the result may not have a great deal of meaning.
2
Research would be impossible without measurement.
True
3
In ratio scales,the location of the zero point is arbitrary.
False
Ratio scales have an absolute zero.This is what distinguishes a ratio scale from an interval scale because zero in a ratio scale has meaning in that it represents an absence of some concept.
4
Concrete measures are those that take on only one of a finite number of values.
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5
An ordinal scale is the simplest type of measurement scale.
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6
Measurement is the process of describing some property of a phenomenon,usually by assigning numbers,in a reliable and valid way.
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7
Interval scales represent the absolute meaning of the numbers on the scale.
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8
In measurement,whenever a number is used to assign a value to an observation,the researcher must assign this number according to some predetermined rule.
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9
In marketing research,it is often true that there are several ways in which a concept can be measured.
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10
The most sophisticated form of data analysis for a nominal scale is the average of the scores.
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11
"Money" is an example of a ratio scale.
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12
All measurement,particularly in the social sciences,contains error.
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13
A scale can be thought of as a generalized idea that represents something of meaning.
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14
The problem with measurement is that researchers cannot account for errors statistically.
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15
A construct is a term used for concepts that are measured with single variables.
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16
Continuous measures are those assigning values anywhere along some scale range in a place that corresponds to the intensity of some concept.
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17
Correspondence analysis is the process of identifying scale devices that correspond to properties of a concept involved in a research process.
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18
The Fahrenheit temperature scale is an example of a ratio scale.
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19
Operational definitions translate conceptual definitions into measurement scales.
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20
A measurement scale in which respondents are asked to rank items based on their preferences is called a nominal scale.
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21
The Fahrenheit temperature scale is best described as an example of a(n)____ scale.

A)ratio
B)nominal
C)interval
D)ordinal
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22
A scale which arranges brands in an ordered sequence in which there is an equal interval between each point on the scale is an example of a(n)____ scale.

A)interval
B)ratio
C)nominal
D)ordinal
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23
When respondents are asked to place local shopping malls so that their first choice is 1,their second choice is 2,and so forth,this is best-described as an example of a(n)____ scale.

A)ordinal
B)ratio
C)interval
D)nominal
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
24
In an observation study,when "shopping time in a supermarket" is defined as: "Using a stopwatch,start the stopwatch the moment the customer enters the store and stop the stopwatch as soon as the customer is handed a receipt by the checkout clerk," this is best described as an example of a(n):

A)nominal scale
B)equivalent-form scale
C)operational definition
D)test-retest method
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
25
Which of the following is a defining characteristic in determining between ratio and interval scales?

A)number of items
B)absolute zero
C)number of intervals
D)nominal values
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
26
Which of the following provides correspondence rules that indicate that a certain value corresponds to some true value of a concept?

A)operations
B)reliability
C)sensitivity
D)scale
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Unlock for access to all 80 flashcards in this deck.
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k this deck
27
Age,gender,brand loyalty,and corporate culture are all examples of:

A)concepts
B)scales
C)ratios
D)codes
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Unlock for access to all 80 flashcards in this deck.
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k this deck
28
Coefficient beta is the most commonly applied estimate of a composite scale's reliability.
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29
A measuring instrument is valid when the results can be repeated at subsequent measurements of the concept.
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30
How much a person weighs is best described as an example of a(n)____ scale.

A)ordinal
B)interval
C)ratio
D)nominal
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Unlock for access to all 80 flashcards in this deck.
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k this deck
31
Interval scales are considered continuous when three or more categories are used.
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k this deck
32
____ is the process of describing some property of a phenomenon,usually by assigning numbers,in a reliable and valid way.

A)Research
B)Analysis
C)Validation
D)Measurement
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k this deck
33
The three major criteria for evaluating measurements are reliability,validity,and sensitivity.
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k this deck
34
Which type of scale represents the highest form of measurement?

A)nominal scale
B)ordinal
C)ratio
D)interval
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Unlock for access to all 80 flashcards in this deck.
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k this deck
35
Which of the following refers to concepts measured with multiple variables?

A)operation
B)construct
C)concept
D)scale
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k this deck
36
Which type of scale is,at the most,a ranking scale?

A)ratio
B)interval
C)nominal
D)ordinal
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Unlock Deck
k this deck
37
Researchers measure concepts through a process known as:

A)summation
B)operationalization
C)assessment
D)matching
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
38
Scales that assign a value to an object for identification or classification purposes are called ____ scales.

A)ordinal
B)nominal
C)interval
D)ratio
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
39
Coding household income into "Above $100,000," "Between $50,000 and $100,000," and "Below $50,000" is an example of a(n)____ scale.

A)interval
B)test-retest
C)criterion
D)nominal
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k this deck
40
Discriminant validity is another way of expressing internal consistency.
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41
Which of the following is a discrete measure?

A)nominal scales
B)sensitive scales
C)ratio scales
D)all of the above
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k this deck
42
Which type of validity is another way of expressing internal consistency?

A)content validity
B)convergent validity
C)criterion validity
D)discriminant validity
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k this deck
43
Another name for face validity is ____ validity.

A)criterion
B)content
C)test-retest
D)split-half
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44
Which type of validity addresses the question,"Does my measure correlate with measures of similar concepts or known quantities?"

A)face validity
B)reliability validity
C)criterion validity
D)discriminant validity
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k this deck
45
The ability of a measuring instrument to measure what it is supposed to measure is the basic purpose of ____.

A)reliability
B)validity
C)sensitivity
D)indexing
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k this deck
46
A researcher who administers the same scale to the same respondents at two separate times to test for stability is using which method of assessing the scale's reliability?

A)coefficient alpha
B)split-half method
C)test-retest method
D)before/after method
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
47
Carla is using education,income,and occupation to develop a measure of social class.What type of measure for social class is she developing?

A)index measure
B)valid measure
C)reliable measure
D)concurrent measure
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
48
Measures that reflect the intensity of a concept by assigning values that can take on any value along some scale range are called:

A)discrete measures
B)continuous measures
C)absolute measures
D)valid measures
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
49
Which of the following means that the value assigned for a response is treated oppositely from the other items in a scale?

A)reverse coding
B)indexing
C)alpha coding
D)convergence
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
50
A(n)____ is a single characteristic or fundamental feature of an object,person,situation,or issue.

A)concept
B)variable
C)attribute
D)construct
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Unlock Deck
k this deck
51
When a researcher measures the reliability of an instrument by comparing the results of the odd-numbered questions with the results of the even-numbered questions,this is an example of ____ reliability.

A)test-retest
B)split-half
C)equivalent-forms
D)criterion
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Unlock for access to all 80 flashcards in this deck.
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k this deck
52
Measures that can take on only one of a finite number of values are called:

A)discrete measures
B)neutral measures
C)limited measures
D)continuous measures
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
53
When a group of experts agrees that a measuring instrument measures what it is intended to measure,we say that the instrument has ____ validity.

A)face
B)criterion
C)test-retest
D)equivalent-forms
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
54
A researcher is measuring consumers' attitudes toward product placement in movies using five attitude items.She created a scale by simply summing the response to each item making up the composite measure.This composite measure is called a(n):

A)derived scale
B)additive scale
C)summated scale
D)primary scale
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
55
Which of the following is an indicator of a measure's internal consistency?

A)reliability
B)validity
C)coefficient beta
D)sensitivity
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Unlock for access to all 80 flashcards in this deck.
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k this deck
56
The most commonly applied estimate of a composite scale's reliability is:

A)coefficient alpha
B)coefficient beta
C)criterion coefficient
D)an index coefficient
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Unlock for access to all 80 flashcards in this deck.
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k this deck
57
When a two-point scale (e.g.agree/disagree)is expanded to include five categories (e.g.strongly disagree,disagree,undecided,agree,strongly agree),we say that the ____ of the scale has been increased.

A)sensitivity
B)reliability
C)predictive validity
D)criterion validity
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
58
Which type of measure assigns a value to an observation based on a mathematical derivation of multiple measures?

A)conglomerate measure
B)derivative measure
C)summated measure
D)composite measure
Unlock Deck
Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
59
Which of the following is a component of construct validity?

A)face validity
B)discriminant validity
C)convergent validity
D)all of the above
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Unlock for access to all 80 flashcards in this deck.
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k this deck
60
All of the following can be measured using ratio scales EXCEPT:

A)gender
B)income
C)temperature
D)weight
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Unlock for access to all 80 flashcards in this deck.
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k this deck
61
A scale in which letters (e.g.A,B,C)are assigned to objects to serve as identification labels for the objects is called a(n)____________________ scale.
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Unlock for access to all 80 flashcards in this deck.
Unlock Deck
k this deck
62
The degree of agreement among judges that a scale measures what it is intended to measure is called the ____________________ validity of the scale.
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63
Measures that take on only one of a finite number of values are called ____________________ measures.
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64
____________________ means that the value assigned for a response is treated oppositely from the other items.
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65
Explain how indexes or composite measures are formed.
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66
Measures that assign values anywhere along some scale range in a place that corresponds to the intensity of some concept are called ____________________ measures.
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67
The ability of a scale to measure the variability of a concept is called that scale's ____________________.
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68
A ____________________ scale has an absolute zero point.
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69
Explain what reliability is and discuss how it is assessed.
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70
The degree to which a measurement instrument yields consistent results is called the ____________________ of the instrument.
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71
Compare and contrast the four different levels of scale measurement.
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72
The ability of a measuring instrument to measure what it is supposed to measure is called its ____________________.
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73
Name and describe the components of construct validity.
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74
List the three criteria for good measurement.
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75
A generalized idea that represents something of meaning is called a(n)____________________.
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76
Scales provide ____________________ rules that indicate that a certain value on a scale corresponds to some true value of a concept.
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77
____________________ validity represents the uniqueness or distinctiveness of a measure.
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78
A scale which arranges objects in order according to their relative magnitude to one another is called a(n)____________________ scale.
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79
The process involving identifying scales that correspond to properties of a concept is called ____________________.
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80
A scale which arranges objects so that they are equally-distant from one another is called a(n)____________________ scale.
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Unlock for access to all 80 flashcards in this deck.