Deck 6: Reliability and Validity in Measurement and Research

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Question
If a test consists of questions that reflect the kinds of material of interest to the researcher, then the test is said to have good ____________ validity.

A) criterion
B) construct
C) convergent
D) content
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Question
To evaluate whether a set of scientific observations has been replicated, one can compare the __________ of the different sets of observations.

A) validity
B) test-retest reliability
C) effect size
D) internal consistency
Question
Caroline administers a scale to a group of students and then asks them to complete the scale again a few days later. Which type of reliability is Caroline trying to assess?

A) test-retest
B) internal-consistency
C) inter-judge
D) convergent
Question
To minimize the potential that scores on an instrument may be artificially inflated after people take the same test a second time, researchers sometimes assess __________ reliability rather than test-retest reliability.

A) internal-consistency
B) split-half
C) alternative-form
D) item-to-item
Question
A researcher constructs a five-item measure of attitudes toward national health insurance. The average intercorrelations among the items is rii = .40. Using the Spearman-Brown formula, he finds that RSB = .77. What is the reliability of the scale as a whole?

A) .77
B) .50
C) .40
D) Cannot be determined without knowing the sample size.
Question
Which of the following is used to describe the judge-to-judge reliability?

A) the Pearson r correlation between each judge
B) the mean of all the Pearson r correlations between all pairs of judges
C) Cronbach's alpha coefficient
D) effect size
Question
An instrument that gives essentially the same results each time it is used, regardless of who administers it, is said to be high in

A) accuracy.
B) face validity.
C) predictive validity.
D) reliability.
Question
The Spearman-Brown formula is used to determine the __________ reliability of an instrument.

A) item-to-item
B) internal-consistency
C) test-retest
D) alternative-form
Question
What is face validity?

A) whether the instrument seems on the surface (or "face") to be measuring something relevant.
B) whether the instrument can generalize a causal relationship across persons and settings
C) the degree to which a measure correlates with other outcome measures
D) the "ability to discriminate"
Question
Jim is frustrated with a class because the questions on the most recent exam did not reflect the material that was discussed in class or in the text. The source of his frustration was this exam's apparent lack of

A) content validity.
B) construct validity.
C) divergent validity.
D) convergent validity.
Question
Which of the following refers to the consistency or stability of a measurement?

A) reliability
B) bias
C) validity
D) fluctuation
Question
One must question an exam's __________ if it seems to measure more of one's ability to guess accurately than what one has learned in the class.

A) reliability
B) accuracy
C) validity
D) bias
Question
David is afraid that the results from his experiment may not be able to be replicated in real life situations. David is concerned that his experiment lacks which type of validity?

A) external
B) predictive
C) construct
D) internal
Question
Margaret calculates the average inter-item correlations for her scale and then uses the Spearman-Brown formula for her final calculations. Margaret is calculating the __________ reliability of the instrument.

A) alternative-form
B) internal-consistency
C) test-retest
D) item-to-item
Question
The degree of relatedness of the individual items on a test is the focus of __________ reliability.

A) test-retest
B) judge-to-judge
C) internal-consistency
D) alternative-form
Question
__________ errors tend to cancel out over the long run whereas __________ do not.

A) Random; systematic
B) Systematic; random
C) Bias; systematic
D) Bias; random
Question
Which type of reliability is concerned with the temporal stability of an instrument?

A) split-half
B) test-retest
C) internal-consistency
D) Spearman-Brown
Question
Which of the following refers to how well a measure or research design does what it purports to do?

A) validity
B) bias
C) reliability
D) error
Question
Which of the following refers to the ability to generalize a causal relationship across variations in persons, settings, treatments, and outcomes?

A) internal validity
B) statistical conclusion validity
C) external validity
D) construct validity
Question
Dennis consistently sets his watch 10 minutes ahead of the actual time. This is an example of

A) random error.
B) systematic error.
C) reliability.
D) validity.
Question
When one's research purpose is to make causal generalizations, one must be concerned with the __________ validity of how the variables are conceptualized.

A) face
B) construct
C) internal
D) content
Question
What is the difference between validity and reliability? Why are they both of concern to researchers?
Question
What is the purpose of test-retest reliability and alternate-form reliability? In what types of situations would one use each type of reliability?
Question
Evaluating whether an instrument correlates highly with similar measures as well as whether the instrument does not correlate well with dissimilar measures is to determine which type of validity?

A) content
B) criterion
C) convergent
D) construct
Question
After analyzing his data, a researcher concludes that there was no relationship between the independent and dependent variables in his study. However, he is concerned with whether or not his conclusions may be erroneous. This researcher is concerned with which type of validity?

A) internal
B) statistical-conclusion
C) convergent
D) construct
Question
To assess the validity of a college admissions test, a researcher will correlate the test scores with the students' first semester grade-point average. Which type of validity is the researcher investigating?

A) concurrent
B) discriminant
C) convergent
D) predictive
Question
When students are upset because they perceive an exam as being "unfair," they are most likely concerned with the test's __________ validity.

A) content
B) criterion
C) construct
D) predictive
Question
Which type of validity refers to whether a measure correlates highly with different measures of the same trait or behavior?

A) convergent
B) divergent
C) concurrent
D) content
Question
The ability to rule out plausible rival hypotheses in an experiment refers to which type of validity?

A) internal
B) construct
C) external
D) statistical conclusion
Question
Using a future criterion to evaluate the criterion validity of an instrument is called

A) predictive validity.
B) concurrent validity.
C) discriminant validity.
D) content validity.
Question
Convergent and discriminant validity are aspects of which type of validity?

A) content
B) construct
C) concurrent
D) criterion
Question
What is internal-consistency reliability? Why would one use the Spearman-Brown formula to assess this type of reliability?
Question
Sam is developing an instrument that would identify those students who may be at risk for flunking out of school. After administering this test to a group of students, he compares the results of the test with their current classroom performance. Sam is most likely trying to evaluate the instrument's ____________ validity

A) discriminant
B) concurrent
C) content
D) predictive
Question
After the completion of an experiment, a researcher realizes that there is another explanation for the results other than the original hypothesis. The researcher realizes that this experiment is deficient with respect to which type of validity?

A) construct
B) external
C) internal
D) statistical conclusion
Question
The degree to which a measure correlates with other outcome measures is called

A) discriminant validity.
B) construct validity.
C) criterion validity.
D) content validity.
Question
How can the Spearman-Brown formula be useful in determining how long an instrument should be or how many judges one should use in a study?
Question
Construct validity of an instrument is established by examining an instrument's __________ and __________ validity.

A) concurrent; predictive
B) concurrent; divergent
C) convergent; predictive
D) convergent; divergent
Question
Which type of validity refers to whether a measure distinguishes between related but conceptually distinct behaviors or traits?

A) predictive
B) construct
C) convergent
D) discriminant
Question
What is the difference between random and systematic error? Which error represents more of a threat to the nature of the conclusions that can be drawn from a study? Why?
Question
The "ability to discriminate" is a characteristic of which type of validity?

A) criterion
B) convergent
C) construct
D) content
Question
Which two types of validity are concerned with the strength or weakness of one's causal inferences? Why?
Question
Which two types of validity are concerned with whether or not one's causal inferences are correct? Why?
Question
What is construct validity in test development? What type of evidence does one use in the construct validation of an instrument?
Question
What is statistical-conclusion validity?
Question
What is meant by external validity? How might one try to demonstrate the external validity of a study?
Question
What is internal validity? Why is it important in trying to identify causal relationships?
Question
What is content validity? How might one try to ensure that an instrument has good content validity?
Question
What is criterion validity? What role do concurrent and predictive validity have in determining criterion validity?
Question
How can effect sizes be used to evaluate whether the results from a study have been replicated?
Question
Why would experimenters be concerned with construct validity when they try to make causal generalizations?
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Deck 6: Reliability and Validity in Measurement and Research
1
If a test consists of questions that reflect the kinds of material of interest to the researcher, then the test is said to have good ____________ validity.

A) criterion
B) construct
C) convergent
D) content
D
2
To evaluate whether a set of scientific observations has been replicated, one can compare the __________ of the different sets of observations.

A) validity
B) test-retest reliability
C) effect size
D) internal consistency
C
3
Caroline administers a scale to a group of students and then asks them to complete the scale again a few days later. Which type of reliability is Caroline trying to assess?

A) test-retest
B) internal-consistency
C) inter-judge
D) convergent
A
4
To minimize the potential that scores on an instrument may be artificially inflated after people take the same test a second time, researchers sometimes assess __________ reliability rather than test-retest reliability.

A) internal-consistency
B) split-half
C) alternative-form
D) item-to-item
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
5
A researcher constructs a five-item measure of attitudes toward national health insurance. The average intercorrelations among the items is rii = .40. Using the Spearman-Brown formula, he finds that RSB = .77. What is the reliability of the scale as a whole?

A) .77
B) .50
C) .40
D) Cannot be determined without knowing the sample size.
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
6
Which of the following is used to describe the judge-to-judge reliability?

A) the Pearson r correlation between each judge
B) the mean of all the Pearson r correlations between all pairs of judges
C) Cronbach's alpha coefficient
D) effect size
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
7
An instrument that gives essentially the same results each time it is used, regardless of who administers it, is said to be high in

A) accuracy.
B) face validity.
C) predictive validity.
D) reliability.
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
8
The Spearman-Brown formula is used to determine the __________ reliability of an instrument.

A) item-to-item
B) internal-consistency
C) test-retest
D) alternative-form
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
9
What is face validity?

A) whether the instrument seems on the surface (or "face") to be measuring something relevant.
B) whether the instrument can generalize a causal relationship across persons and settings
C) the degree to which a measure correlates with other outcome measures
D) the "ability to discriminate"
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
10
Jim is frustrated with a class because the questions on the most recent exam did not reflect the material that was discussed in class or in the text. The source of his frustration was this exam's apparent lack of

A) content validity.
B) construct validity.
C) divergent validity.
D) convergent validity.
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
11
Which of the following refers to the consistency or stability of a measurement?

A) reliability
B) bias
C) validity
D) fluctuation
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
12
One must question an exam's __________ if it seems to measure more of one's ability to guess accurately than what one has learned in the class.

A) reliability
B) accuracy
C) validity
D) bias
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
13
David is afraid that the results from his experiment may not be able to be replicated in real life situations. David is concerned that his experiment lacks which type of validity?

A) external
B) predictive
C) construct
D) internal
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
14
Margaret calculates the average inter-item correlations for her scale and then uses the Spearman-Brown formula for her final calculations. Margaret is calculating the __________ reliability of the instrument.

A) alternative-form
B) internal-consistency
C) test-retest
D) item-to-item
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
15
The degree of relatedness of the individual items on a test is the focus of __________ reliability.

A) test-retest
B) judge-to-judge
C) internal-consistency
D) alternative-form
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
16
__________ errors tend to cancel out over the long run whereas __________ do not.

A) Random; systematic
B) Systematic; random
C) Bias; systematic
D) Bias; random
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
17
Which type of reliability is concerned with the temporal stability of an instrument?

A) split-half
B) test-retest
C) internal-consistency
D) Spearman-Brown
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
18
Which of the following refers to how well a measure or research design does what it purports to do?

A) validity
B) bias
C) reliability
D) error
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
19
Which of the following refers to the ability to generalize a causal relationship across variations in persons, settings, treatments, and outcomes?

A) internal validity
B) statistical conclusion validity
C) external validity
D) construct validity
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
20
Dennis consistently sets his watch 10 minutes ahead of the actual time. This is an example of

A) random error.
B) systematic error.
C) reliability.
D) validity.
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
21
When one's research purpose is to make causal generalizations, one must be concerned with the __________ validity of how the variables are conceptualized.

A) face
B) construct
C) internal
D) content
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
22
What is the difference between validity and reliability? Why are they both of concern to researchers?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
23
What is the purpose of test-retest reliability and alternate-form reliability? In what types of situations would one use each type of reliability?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
24
Evaluating whether an instrument correlates highly with similar measures as well as whether the instrument does not correlate well with dissimilar measures is to determine which type of validity?

A) content
B) criterion
C) convergent
D) construct
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
25
After analyzing his data, a researcher concludes that there was no relationship between the independent and dependent variables in his study. However, he is concerned with whether or not his conclusions may be erroneous. This researcher is concerned with which type of validity?

A) internal
B) statistical-conclusion
C) convergent
D) construct
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
26
To assess the validity of a college admissions test, a researcher will correlate the test scores with the students' first semester grade-point average. Which type of validity is the researcher investigating?

A) concurrent
B) discriminant
C) convergent
D) predictive
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
27
When students are upset because they perceive an exam as being "unfair," they are most likely concerned with the test's __________ validity.

A) content
B) criterion
C) construct
D) predictive
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
28
Which type of validity refers to whether a measure correlates highly with different measures of the same trait or behavior?

A) convergent
B) divergent
C) concurrent
D) content
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
29
The ability to rule out plausible rival hypotheses in an experiment refers to which type of validity?

A) internal
B) construct
C) external
D) statistical conclusion
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
30
Using a future criterion to evaluate the criterion validity of an instrument is called

A) predictive validity.
B) concurrent validity.
C) discriminant validity.
D) content validity.
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
31
Convergent and discriminant validity are aspects of which type of validity?

A) content
B) construct
C) concurrent
D) criterion
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
32
What is internal-consistency reliability? Why would one use the Spearman-Brown formula to assess this type of reliability?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
33
Sam is developing an instrument that would identify those students who may be at risk for flunking out of school. After administering this test to a group of students, he compares the results of the test with their current classroom performance. Sam is most likely trying to evaluate the instrument's ____________ validity

A) discriminant
B) concurrent
C) content
D) predictive
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
34
After the completion of an experiment, a researcher realizes that there is another explanation for the results other than the original hypothesis. The researcher realizes that this experiment is deficient with respect to which type of validity?

A) construct
B) external
C) internal
D) statistical conclusion
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
35
The degree to which a measure correlates with other outcome measures is called

A) discriminant validity.
B) construct validity.
C) criterion validity.
D) content validity.
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
36
How can the Spearman-Brown formula be useful in determining how long an instrument should be or how many judges one should use in a study?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
37
Construct validity of an instrument is established by examining an instrument's __________ and __________ validity.

A) concurrent; predictive
B) concurrent; divergent
C) convergent; predictive
D) convergent; divergent
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
38
Which type of validity refers to whether a measure distinguishes between related but conceptually distinct behaviors or traits?

A) predictive
B) construct
C) convergent
D) discriminant
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
39
What is the difference between random and systematic error? Which error represents more of a threat to the nature of the conclusions that can be drawn from a study? Why?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
40
The "ability to discriminate" is a characteristic of which type of validity?

A) criterion
B) convergent
C) construct
D) content
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
41
Which two types of validity are concerned with the strength or weakness of one's causal inferences? Why?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
42
Which two types of validity are concerned with whether or not one's causal inferences are correct? Why?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
43
What is construct validity in test development? What type of evidence does one use in the construct validation of an instrument?
Unlock Deck
Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
44
What is statistical-conclusion validity?
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k this deck
45
What is meant by external validity? How might one try to demonstrate the external validity of a study?
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k this deck
46
What is internal validity? Why is it important in trying to identify causal relationships?
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k this deck
47
What is content validity? How might one try to ensure that an instrument has good content validity?
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Unlock for access to all 50 flashcards in this deck.
Unlock Deck
k this deck
48
What is criterion validity? What role do concurrent and predictive validity have in determining criterion validity?
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49
How can effect sizes be used to evaluate whether the results from a study have been replicated?
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50
Why would experimenters be concerned with construct validity when they try to make causal generalizations?
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