Deck 5: Variables and Measurement in Research

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Question
The difference between nominal and ordinal measurement scales is ______.

A) nominal scales have numerical response categories and ordinal scales do not
B) responses on ordinal scales can be rank ordered and responses on nominal scales cannot be rank ordered
C) nominal scales include zero as the lowest possible score and ordinal scales do not
D) nominal and ordinal scales are identical
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Question
An independent variable that includes three different types of treatments is called a(n) ______ variable.

A) amount
B) bivalent
C) multivalent
D) subject
Question
A variable that affects the results of the study but is not a variable of interest in the study, is called a(n) ______ variable.

A) independent
B) dependent
C) subject
D) confound
Question
Having different participants in a study experience conditions in different orders is ______.

A) counterbalancing
B) regression toward the mean
C) random assignment
D) attrition
Question
A solution to experimenter bias is to use a(n) ______ design.

A) double-blind
B) single-blind
C) experimental
D) correlational
Question
If I set my alarm to read 8:10 when it is really 8:00 (i.e., it is 10 minutes fast) and the alarm goes off each day when it reads 8:10, it will be ______ but not ______.

A) valid; reliable
B) reliable; valid
C) accurate; testable
D) parsimonious; falsifiable
Question
Temperature measured in Fahrenheit or Celsius is an example of a(n) ______ measurement scale.

A) nominal
B) ordinal
C) interval
D) ratio
Question
Suppose a psychologist developed a test to measure intelligence, but this test was poorly developed and really only measured how well people perform on standardized tests (in other words, it doesn't actually measure intelligence). This test would lack ______.

A) inter-rater reliability
B) test-retest validity
C) construct validity
D) parsimony
Question
Independent variables can be manipulated according to all but ______.

A) presence/absence of treatment
B) type of treatment
C) amount of treatment
D) level of treatment
Question
People in a grocery store are asked to sample three types of energy drinks and then indicate which one they liked best and which they liked least (i.e., they rank ordered the drinks). The dependent variable in this study is measured on a(n) ______ scale.

A) interval
B) ratio
C) ordinal
D) nominal
Question
Confounding variables primarily threaten the ______ of a study.

A) external validity
B) internal validity
C) reliability
D) third variable
Question
Suppose that on average, you tend to score about 83% on exams in your courses. Scoring a 95% on the first exam in a course and 84% on the second exam in that course is an example of ______.

A) the Hawthorne effect
B) maturation
C) regression toward the mean
D) attrition
Question
Measuring intelligence using the score on an IQ test is an example of ______.

A) reliability
B) an operational definition
C) an independent variable
D) maturation
Question
Time measured in minutes is an example of a(n) ______ scale.

A) interval
B) ordinal
C) nominal
D) ratio
Question
When different observers of behavior record the behavior in a similar way, the measure is said to have good ______.

A) inter-rater reliability
B) test-retest validity
C) construct validity
D) parsimony
Question
A quasi-independent variable is the same as ______.

A) a subject variable
B) an independent variable
C) a dependent variable
D) a confounding variable
Question
The difference between an independent variable and a quasi-independent variable is that the quasi-independent variable lacks ______.

A) random assignment
B) parsimony
C) validity
D) reliability
Question
Getting better on a task in a study with practice can cause a source of bias called ______.

A) maturation
B) testing effects
C) regression toward the mean
D) mortality
Question
Suppose that a participant completes a task in a research study faster than he or she would have completed the task outside the study (i.e., in their natural surroundings). This would be an example of ______.

A) regression toward the mean
B) maturation
C) a history effect
D) the Hawthorne effect
Question
Testing effects are particularly problematic for ______ designs.

A) quasi-experimental
B) within-subjects
C) between-subjects
D) bivalent
Question
In a ______, both the participants and the researchers who interact with the participants do not know which participants are assigned to the different groups.

A) double-blind design
B) tri-blind design
C) multi-blind design
D) single-blind design
Question
Ways to minimize the Hawthorne effect does not include ______.

A) observing the participants unobtrusively
B) using deception
C) making the participants' responses in a study anonymous
D) telling participants you will be observing them
Question
The best way to minimize regression toward the mean bias effects is to use ______ of the test for within-subjects variables.

A) several repetitions
B) blind procedure
C) repeat surveys
D) remove confounds
Question
A sugar pill given to the control group in a drug study to allow all groups to believe that they are receiving a treatment is using ______.

A) multi-blind design
B) confounding factors
C) placebo
D) bivalent
Question
An experiment conducted in the participants' natural environment is a(n) ______ experiment.

A) environment
B) natural
C) field
D) naturalistic
Question
Presence/absence of variables typically includes ______.

A) two levels
B) three levels
C) four levels
D) five levels
Question
A procedure used to hide the group assignment from the participants in a study to prevent their beliefs about the effectiveness of a treatment from affecting the results is ______.

A) double-blind design
B) tri-blind design
C) multi-blind design
D) single-blind design
Question
Nominal scales are considered ______ data.

A) quantitative
B) bivalent
C) multivalent
D) qualitative
Question
An independent variable that includes two levels is called a(n) ______ variable.

A) amount
B) bivalent
C) multivalent
D) subject
Question
______ validity means that on the surface, a study or scale appears to be intuitively valid.

A) Face
B) Criterion
C) Construct
D) Inter-rater
Question
External validity can be reduced by ______ reducing representativeness of the study.

A) the Hawthorne effect
B) maturation
C) regression toward the mean
D) attrition
Question
The best way to design a good causal experiment (or even a good quasi-experiment) is to use ______.

A) control for sources of bias
B) published inventories
C) counterbalancing procedures
D) different test for each participant
Question
In the ______ design each participant experiences only one level of the independent variable.

A) within-subjects
B) between-subjects
C) across-subjects
D) all-subjects
Question
A survey response scale that involves pictorial response categories for participants with low verbal skills is a ______.

A) verbal scale
B) mute scale
C) nonverbal scale
D) pictorial scale
Question
In the ______ design each participant experiences all levels of the variable.

A) within-subjects
B) between-subjects
C) across-subjects
D) all-subjects
Question
The simplest scale of measurement is a ______.

A) ordinal scale
B) nominal scale
C) interval scale
D) ratio scale
Question
A common interval scale is the Likert scale, where respondents are asked how much they agree or disagree with a statement on a 1 to 5 or a 1 to 7 scale.
Question
______ is a source of bias that can occur in a study due to participants changing their behavior based on their perception of the study and its purpose.

A) Demand characteristics
B) Perception characteristics
C) Bias characteristics
D) Study characteristics
Question
How consistent the measurements are is called ______.

A) reliability
B) validity
C) trustworthiness
D) generalizability
Question
Any characteristic that can be measured or observed from the participants can be used to create a ______ variable in a study.

A) bivalent
B) independent
C) quasi-independent
D) dependent
Question
The simplest scale of measurement is the ordinal scale.
Question
Experimenter bias occurs when in a study a researcher inadvertently treats groups the same due to knowledge of the hypothesis for the study.
Question
A mono-blind design is used to combat effects of subjects' knowledge of their group assignment.
Question
Explain the difference between construct validity and face validity. Please provide examples.
Question
If participants behave in a research study the way they would in their everyday lives, then the study has good external validity.
Question
Placebo effects can be an issue when multiple testing sessions occur in a study.
Question
Demand characteristics can affect the validity of a study.
Question
The ratio scale is defined as an unordered category.
Question
The Beck Anxiety Inventory questionnaire would have lower validity if used to collect data about anxiety on young children under the age of 4.
Question
"Regression toward the mean" means that extreme scores are not likely to recur.
Question
Use the following study description for questions : A researcher conducted a study to examine the effect of number of tasks on performance accuracy. Participants were randomly assigned one or three tasks to perform simultaneously. Accuracy on the target task (the task performed by both groups) was measured for both groups. Accuracy was found to be similar for the two groups.
Describe two possible sources of bias in this study and explain how each source of bias could have caused the results reported.
Question
Comparing scores on a depression questionnaire using different types of drugs or therapies is type variable of the dependent variable.
Question
Explain how the concepts of validity and reliability differ.
Question
Some examples of common quasi-independent variables used in psychological research include gender, age, personality types (e.g., introverts and extroverts), and ethnicity.
Question
Discuss what scales of measurement mean and how the scale of measurement affects research design.
Question
Use the following study description for questions : A researcher conducted a study to examine the effect of number of tasks on performance accuracy. Participants were randomly assigned one or three tasks to perform simultaneously. Accuracy on the target task (the task performed by both groups) was measured for both groups. Accuracy was found to be similar for the two groups.
What is the independent variable in this study? What are the levels of the independent variable?
Question
Amount variables involve a manipulation of the amount of a factor in each level.
Question
Use the following study description for questions : A researcher conducted a study to examine the effect of number of tasks on performance accuracy. Participants were randomly assigned one or three tasks to perform simultaneously. Accuracy on the target task (the task performed by both groups) was measured for both groups. Accuracy was found to be similar for the two groups.
What is the dependent variable?
Question
When the effectiveness of a drug is tested, the treatment group typically receives a placebo to equate beliefs of effectiveness of treatment across groups.
Question
High inter-rater reliability means that there is a high rate of agreement in the way the different observers are recording behaviors.
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Deck 5: Variables and Measurement in Research
1
The difference between nominal and ordinal measurement scales is ______.

A) nominal scales have numerical response categories and ordinal scales do not
B) responses on ordinal scales can be rank ordered and responses on nominal scales cannot be rank ordered
C) nominal scales include zero as the lowest possible score and ordinal scales do not
D) nominal and ordinal scales are identical
responses on ordinal scales can be rank ordered and responses on nominal scales cannot be rank ordered
2
An independent variable that includes three different types of treatments is called a(n) ______ variable.

A) amount
B) bivalent
C) multivalent
D) subject
multivalent
3
A variable that affects the results of the study but is not a variable of interest in the study, is called a(n) ______ variable.

A) independent
B) dependent
C) subject
D) confound
confound
4
Having different participants in a study experience conditions in different orders is ______.

A) counterbalancing
B) regression toward the mean
C) random assignment
D) attrition
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
5
A solution to experimenter bias is to use a(n) ______ design.

A) double-blind
B) single-blind
C) experimental
D) correlational
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
6
If I set my alarm to read 8:10 when it is really 8:00 (i.e., it is 10 minutes fast) and the alarm goes off each day when it reads 8:10, it will be ______ but not ______.

A) valid; reliable
B) reliable; valid
C) accurate; testable
D) parsimonious; falsifiable
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
7
Temperature measured in Fahrenheit or Celsius is an example of a(n) ______ measurement scale.

A) nominal
B) ordinal
C) interval
D) ratio
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
8
Suppose a psychologist developed a test to measure intelligence, but this test was poorly developed and really only measured how well people perform on standardized tests (in other words, it doesn't actually measure intelligence). This test would lack ______.

A) inter-rater reliability
B) test-retest validity
C) construct validity
D) parsimony
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
9
Independent variables can be manipulated according to all but ______.

A) presence/absence of treatment
B) type of treatment
C) amount of treatment
D) level of treatment
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
10
People in a grocery store are asked to sample three types of energy drinks and then indicate which one they liked best and which they liked least (i.e., they rank ordered the drinks). The dependent variable in this study is measured on a(n) ______ scale.

A) interval
B) ratio
C) ordinal
D) nominal
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
11
Confounding variables primarily threaten the ______ of a study.

A) external validity
B) internal validity
C) reliability
D) third variable
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
12
Suppose that on average, you tend to score about 83% on exams in your courses. Scoring a 95% on the first exam in a course and 84% on the second exam in that course is an example of ______.

A) the Hawthorne effect
B) maturation
C) regression toward the mean
D) attrition
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
13
Measuring intelligence using the score on an IQ test is an example of ______.

A) reliability
B) an operational definition
C) an independent variable
D) maturation
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
14
Time measured in minutes is an example of a(n) ______ scale.

A) interval
B) ordinal
C) nominal
D) ratio
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
15
When different observers of behavior record the behavior in a similar way, the measure is said to have good ______.

A) inter-rater reliability
B) test-retest validity
C) construct validity
D) parsimony
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
16
A quasi-independent variable is the same as ______.

A) a subject variable
B) an independent variable
C) a dependent variable
D) a confounding variable
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Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
17
The difference between an independent variable and a quasi-independent variable is that the quasi-independent variable lacks ______.

A) random assignment
B) parsimony
C) validity
D) reliability
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
18
Getting better on a task in a study with practice can cause a source of bias called ______.

A) maturation
B) testing effects
C) regression toward the mean
D) mortality
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
19
Suppose that a participant completes a task in a research study faster than he or she would have completed the task outside the study (i.e., in their natural surroundings). This would be an example of ______.

A) regression toward the mean
B) maturation
C) a history effect
D) the Hawthorne effect
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
20
Testing effects are particularly problematic for ______ designs.

A) quasi-experimental
B) within-subjects
C) between-subjects
D) bivalent
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
21
In a ______, both the participants and the researchers who interact with the participants do not know which participants are assigned to the different groups.

A) double-blind design
B) tri-blind design
C) multi-blind design
D) single-blind design
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
22
Ways to minimize the Hawthorne effect does not include ______.

A) observing the participants unobtrusively
B) using deception
C) making the participants' responses in a study anonymous
D) telling participants you will be observing them
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
23
The best way to minimize regression toward the mean bias effects is to use ______ of the test for within-subjects variables.

A) several repetitions
B) blind procedure
C) repeat surveys
D) remove confounds
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
24
A sugar pill given to the control group in a drug study to allow all groups to believe that they are receiving a treatment is using ______.

A) multi-blind design
B) confounding factors
C) placebo
D) bivalent
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
25
An experiment conducted in the participants' natural environment is a(n) ______ experiment.

A) environment
B) natural
C) field
D) naturalistic
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
26
Presence/absence of variables typically includes ______.

A) two levels
B) three levels
C) four levels
D) five levels
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
27
A procedure used to hide the group assignment from the participants in a study to prevent their beliefs about the effectiveness of a treatment from affecting the results is ______.

A) double-blind design
B) tri-blind design
C) multi-blind design
D) single-blind design
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
28
Nominal scales are considered ______ data.

A) quantitative
B) bivalent
C) multivalent
D) qualitative
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
29
An independent variable that includes two levels is called a(n) ______ variable.

A) amount
B) bivalent
C) multivalent
D) subject
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
30
______ validity means that on the surface, a study or scale appears to be intuitively valid.

A) Face
B) Criterion
C) Construct
D) Inter-rater
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
31
External validity can be reduced by ______ reducing representativeness of the study.

A) the Hawthorne effect
B) maturation
C) regression toward the mean
D) attrition
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
32
The best way to design a good causal experiment (or even a good quasi-experiment) is to use ______.

A) control for sources of bias
B) published inventories
C) counterbalancing procedures
D) different test for each participant
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
33
In the ______ design each participant experiences only one level of the independent variable.

A) within-subjects
B) between-subjects
C) across-subjects
D) all-subjects
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
34
A survey response scale that involves pictorial response categories for participants with low verbal skills is a ______.

A) verbal scale
B) mute scale
C) nonverbal scale
D) pictorial scale
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
35
In the ______ design each participant experiences all levels of the variable.

A) within-subjects
B) between-subjects
C) across-subjects
D) all-subjects
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
36
The simplest scale of measurement is a ______.

A) ordinal scale
B) nominal scale
C) interval scale
D) ratio scale
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
37
A common interval scale is the Likert scale, where respondents are asked how much they agree or disagree with a statement on a 1 to 5 or a 1 to 7 scale.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
38
______ is a source of bias that can occur in a study due to participants changing their behavior based on their perception of the study and its purpose.

A) Demand characteristics
B) Perception characteristics
C) Bias characteristics
D) Study characteristics
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
39
How consistent the measurements are is called ______.

A) reliability
B) validity
C) trustworthiness
D) generalizability
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
40
Any characteristic that can be measured or observed from the participants can be used to create a ______ variable in a study.

A) bivalent
B) independent
C) quasi-independent
D) dependent
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
41
The simplest scale of measurement is the ordinal scale.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
42
Experimenter bias occurs when in a study a researcher inadvertently treats groups the same due to knowledge of the hypothesis for the study.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
43
A mono-blind design is used to combat effects of subjects' knowledge of their group assignment.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
44
Explain the difference between construct validity and face validity. Please provide examples.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
45
If participants behave in a research study the way they would in their everyday lives, then the study has good external validity.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
46
Placebo effects can be an issue when multiple testing sessions occur in a study.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
47
Demand characteristics can affect the validity of a study.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
48
The ratio scale is defined as an unordered category.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
49
The Beck Anxiety Inventory questionnaire would have lower validity if used to collect data about anxiety on young children under the age of 4.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
50
"Regression toward the mean" means that extreme scores are not likely to recur.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
51
Use the following study description for questions : A researcher conducted a study to examine the effect of number of tasks on performance accuracy. Participants were randomly assigned one or three tasks to perform simultaneously. Accuracy on the target task (the task performed by both groups) was measured for both groups. Accuracy was found to be similar for the two groups.
Describe two possible sources of bias in this study and explain how each source of bias could have caused the results reported.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
52
Comparing scores on a depression questionnaire using different types of drugs or therapies is type variable of the dependent variable.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
53
Explain how the concepts of validity and reliability differ.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
54
Some examples of common quasi-independent variables used in psychological research include gender, age, personality types (e.g., introverts and extroverts), and ethnicity.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
55
Discuss what scales of measurement mean and how the scale of measurement affects research design.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
56
Use the following study description for questions : A researcher conducted a study to examine the effect of number of tasks on performance accuracy. Participants were randomly assigned one or three tasks to perform simultaneously. Accuracy on the target task (the task performed by both groups) was measured for both groups. Accuracy was found to be similar for the two groups.
What is the independent variable in this study? What are the levels of the independent variable?
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
57
Amount variables involve a manipulation of the amount of a factor in each level.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
58
Use the following study description for questions : A researcher conducted a study to examine the effect of number of tasks on performance accuracy. Participants were randomly assigned one or three tasks to perform simultaneously. Accuracy on the target task (the task performed by both groups) was measured for both groups. Accuracy was found to be similar for the two groups.
What is the dependent variable?
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Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
59
When the effectiveness of a drug is tested, the treatment group typically receives a placebo to equate beliefs of effectiveness of treatment across groups.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
60
High inter-rater reliability means that there is a high rate of agreement in the way the different observers are recording behaviors.
Unlock Deck
Unlock for access to all 60 flashcards in this deck.
Unlock Deck
k this deck
locked card icon
Unlock Deck
Unlock for access to all 60 flashcards in this deck.