Deck 2: Research Methods in Io Psychology

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Question
This criterion of a good theory states that it should be practical and help to describe, explain, and predict an important phenomenon. Thus, a good theory must be:

A)systematic.
B)useful.
C)deterministic.
D)testable.
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Question
Researchers are using _____ when they start with data and create a theory to explain it; and they are using _____ when they start with a theory and collect data to support or refute that theory.

A)induction; deduction
B)deduction; induction
C)reduction; induction
D)induction; reduction
Question
The goals of science include description, explanation, control, and:

A)expectation.
B)prescription.
C)confirmation.
D)prediction.
Question
The approach to science that involves starting with a theory and propositions and then collecting data to test those propositions is:

A)reduction.
B)induction.
C)production.
D)deduction.
Question
Which of these is the key characteristic of science?

A)It involves formal and systematic observation.
B)It involves the use of laboratories.
C)It is performed by professors.
D)It results in technological advances.
Question
Sofia has heard about a theory that suggests that when people are in a group they tend to put forth less effort than when they work alone. She decides to collect some data to see if they support this theory. Sofia is using:

A)deduction.
B)reduction.
C)parsimony.
D)induction.
Question
The goal of science that involves the accurate portrayal of a certain phenomenon is known as:

A)control.
B)explanation.
C)description.
D)evaluation.
Question
Jill develops the theory that students learn better from lectures than from reading. Sam believes that this theory is not very good because it is unclear what Jill means by "better." In other words, Jill's theory lacks:

A)precision.
B)discoverability.
C)parsimony.
D)generativity.
Question
Professor Fisk has developed a theory that contains statements that are verifiable by experimentation. The professor's theory has met the criterion for a "good" theory that is known as:

A)parsimony.
B)precision.
C)discoverability.
D)testability.
Question
A scientist who believes that behavior is orderly and systematic and does not happen by chance holds the basic assumption of science known as:

A)discoverability.
B)empiricism.
C)descriptivism.
D)determinism.
Question
Professor Sandhurst collects data from employees before developing a theory of job satisfaction. This approach is known as:

A)reduction.
B)deduction.
C)induction.
D)postduction.
Question
The scientific philosopher Karl Popper stated that science is really about:

A)generating as many theories as possible in order to advance science.
B)proving that theories are true based on experimental data.
C)ruling out alternative explanations until one explanation or theory fits the data.
D)creating new theories, even if no one ever tests them.
Question
Dr. Le believes that humans behave in orderly ways, and it is possible to detect this orderliness . Dr. Le appears to believe in an assumption of science known as:

A)parsimony.
B)precision.
C)discoverability.
D)generativity.
Question
Which of these is a criterion of a good theory?

A)usefulness
B)empiricism
C)entropy
D)pseudoscience
Question
When considering whether to begin scientific research with data or with theory, it is important to know that the approach taken by most distinguished scientists is one that:

A)combines both inductive and deductive processes.
B)uses the deductive process only.
C)uses the inductive process only
D)uses the reductive process only.
Question
Which of these is a goal of science?

A)inquiry
B)Internal validity
C)description
D)discovery
Question
The goal of science that involves the manipulation of antecedent conditions to affect behavior is called:

A)control.
B)explanation.
C)prediction.
D)disconfirmation.
Question
The goal of science that involves learning about how and why a phenomenon exists is known as:

A)control.
B)explanation.
C)description.
D)proving.
Question
Ting believes that if you die in a dream you will also die in real life. Karen points out that if someone dies in his or her sleep we could never find out what happened in the dream. Thus, there is no way to demonstrate support for Ting's theory. His theory lacks:

A)precision.
B)parsimony.
C)testability.
D)determinism.
Question
Professor Sanchez has data from an experiment that indicate that being treated rudely by a boss leads to employees missing work more often. With such data the professor can draw a(n):

A)causal inference.
B)deductive inference.
C)inductive inference.
D)conclusive inference.
Question
In an experiment, a researcher is investigating the effects of two types of rewards on employee motivation. The independent variable in this experiment is:

A)the type of rewards.
B)employee motivation.
C)employee performance.
D)employee salary.
Question
"Criteria," "outcomes," and "consequences" are all words we might use to describe:

A)extraneous variables.
B)independent variables.
C)dependent variables.
D)predictor variables.
Question
_____ is the extent to which we can draw causal inferences about the variables in an experiment.

A)External validity
B)Extraneous validity
C)Content validity
D)Internal validity
Question
When an experiment uses college students as participants, some people may raise concerns that the results are not generalizable to employees in the "real world." This represents a concern about:

A)content validity.
B)construct validity.
C)external validity.
D)internal validity.
Question
The extent to which results in an experiment generalize to other people, settings, and times is referred to as:

A)internal validity.
B)external validity.
C)empirical validity.
D)experimental control.
Question
Dr. Xiong conducts a study examining whether people feel more motivated when music is playing versus when there is silence. At first, his findings appear to indicate that those in the "music condition" do better. However, he learns that his research assistant encouraged the participants in the music condition but did not encourage those in the silent condition. Now, Dr. Xiong doesn't know whether the better performance was due to the music or the encouragement. Dr. Xiong's study has poor:

A)external validity.
B)extraneous validity.
C)content validity.
D)internal validity.
Question
Dr. Chinua is conducting a lab study. The situation is very artificial, and participants may not always behave normally. However, Dr. Chinua can very carefully control the conditions so that he can be certain that the effects that he sees on the dependent variable result from changes in the independent variable. His research is high in _____, but low in _____.

A)internal validity; external validity
B)external validity; internal validity
C)internal validity extraneous validity
D)extraneous validity; internal validity
Question
The type of variable that can contaminate the results of an experiment and may be an alternative to a causal relationship is known as a(n):

A)predictor variable.
B)criterion variable.
C)extraneous variable.
D)antecedent variable.
Question
When research participants have an equally likely chance of being assigned to an experimental condition or the control condition, the experimenter has:

A)manipulated the independent variable.
B)demonstrated external validity.
C)employed random assignment.
D)set up a quasi-experiment.
Question
Independent variables are frequently referred to as:

A)predictors.
B)criteria.
C)confounds.
D)outcomes.
Question
"Predictors," "precursors," and "antecedents" are all words we might use to describe:

A)extraneous variables.
B)independent variables.
C)dependent variables.
D)criterion variables.
Question
One way to demonstrate the external validity of an experiment is to:

A)replicate the results with different participants, in different settings, and at different times.
B)rule out all extraneous variables affecting the independent variable.
C)implement statistical control to minimize variability in the experiment.
D)manipulate different levels of the independent variable.
Question
The first step in any research project is to:

A)design the study and consider validity.
B)formulate testable hypotheses.
C)decide how data will be collected from participants.
D)use statistical analysis to make sense of the data.
Question
Dr. Wickersham wants to examine how light affects participants' performance on a counting task. So she has two groups, one that works under dim light, and one that works under bright lights. She finds that those in the dim-light condition perform better. However, one of her research assistants admits that he gave those in the dim-light condition extra time to complete the task. Now Dr. Wickersham is not sure whether those in the dim-light condition did better because of the lighting or because of the extra time they received. The extra time on the test is an example of a(n):

A)independent variable.
B)dependent variable.
C)criterion variable.
D)extraneous variable.
Question
Dr. Applesmith conducts a study in which he manipulates the light in a room while assessing participants' performance on a counting task. In this example, the light is the _____, and the performance on the counting task is the _____.

A)dependent variable; independent variable
B)extraneous variable; dependent variable
C)independent variable; dependent variable
D)independent variable; extraneous variable
Question
Dr. Begley is conducting a study in a factory in which she is examining whether having employees wear uniforms affects their job satisfaction. In this study, her sample is very representative of other factory workers; however, because the employees work in an actual workplace, she cannot control other things that might affect their satisfaction. Her research is high in _____, but low in _____.

A)internal validity; external validity
B)external validity; internal validity
C)internal validity; extraneous validity
D)extraneous validity; internal validity
Question
Which research design is the ONLY design in which we can assert that one variable is causing another variable?

A)survey research
B)case study research
C)experimental research
D)archival research
Question
In an experiment, the variable of interest-that is, the variable the experiment is designed to assess-is known as the:

A)independent variable.
B)dependent variable.
C)causal variable.
D)internal variable.
Question
After designing a study, the next step in the research process involves:

A)developing hypotheses.
B)testing the hypotheses.
C)reporting results.
D)collecting data.
Question
A researcher is conducting an experiment to test the effect of feedback on job performance. The researcher can exercise control over extraneous variables, such as intelligence, by:

A)using participants with the same level of intelligence.
B)using participants with the same level of job performance.
C)giving all participants the same type of feedback.
D)randomly assigning participants to feedback conditions.
Question
Which method of data collection is MOST frequently used in I/O psychology?

A)unobtrusive naturalistic observation
B)experience sampling methodology
C)surveys
D)case studies
Question
Which of these is a primary characteristic of quasi-experiments?

A)the use of animal subjects instead of human subjects
B)use of intact groups and manipulation of independent variables
C)eliminating extraneous variables
D)a laboratory setting
Question
Test-retest reliability is often called a:

A)coefficient of equivalence.
B)coefficient of stability.
C)Cronbach's coefficient alpha.
D)split-half reliability.
Question
Laboratory experiments are typically:

A)high in internal validity and low in external validity.
B)low in internal validity and high in external validity.
C)generalizable to any workplace situation.
D)conducted in real-world work settings.
Question
Lily is conducting a study about emotions at work. She uses smartphone apps to signal participants at predetermined times to answer questions. Lily is using the data collection approach known as:

A)longitudinal design.
B)case studies.
C)experience sampling methodology (ESM).
D)naturalistic observation.
Question
Meena, using an archival data set for her research, notices that the data were collected from the same group of children when they were in first, second, and third grade. This data set is:

A)longitudinal.
B)cross-sectional.
C)normally distributed.
D)unobtrusive.
Question
What is one drawback of using self-administered mail surveys in research?

A)It is difficult to administer them.
B)They cannot be administered to large groups of people.
C)Response rates can be low.
D)There is a lack of respondent anonymity.
Question
Using _____, we can conclude ONLY that results either do or do not indicate a relationship between the variables of interest.

A)observational methods
B)field experiments
C)true experiments
D)laboratory experiments
Question
Split-half reliability, inter-item reliability, Cronbach's coefficient alpha, and the Kuder-Richardson 20 are all measures of:

A)interrater reliability.
B)parallel forms reliability.
C)internal consistency.
D)criterion-related validity.
Question
In I/O psychology, a rule of thumb for the reliability of measures is to have reliability levels of AT LEAST:

A).45.
B).50.
C).60.
D).70.
Question
Aneen wants to know which students will succeed in a gifted program, so she administers a test at the beginning of the year. At the end of the year, she finds that the test results correlate with those students' grades. The test has demonstrated:

A)content validity.
B)predictive validity.
C)concurrent validity.
D)divergent validity.
Question
What is the key difference between an experiment and a quasi-experiment?

A)Quasi-experiments do not include dependent variables.
B)Quasi-experiments do not include independent variables.
C)Quasi-experiments do not include random assignment.
D)Quasi-experiments cannot be used in a real-world setting.
Question
If a practitioner gives a math test to a group of participants at two points in time, and finds that the high scorers on the first test are also the high scorers on the second test, the test has demonstrated:

A)content validity.
B)test-retest reliability.
C)interrater reliability.
D)internal consistency.
Question
_____ is the degree to which a test or predictor covers a representative sample of the quality being assessed.

A)Criterion-related validity
B)Parallel-forms reliability
C)Content validity
D)Internal consistency
Question
Studies using observational methods are sometimes called:

A)correlational designs.
B)regression designs.
C)archival designs.
D)meta-analyses.
Question
Which of these is the LEAST common method of collecting data in I/O psychology research?

A)naturalistic observation
B)surveys
C)case studies
D)archival research
Question
Professor Lang has created a new measure of intelligence. She administers the test to a number of participants. Two weeks later, she administers the same test to the same people. Professor Lang is examining:

A)content validity.
B)interrater reliability.
C)test-retest reliability.
D)parallel forms reliability.
Question
Amy, using an archival data set for her research, notices that the data were collected on March 1, 1999, from a group of army leaders. This data set is:

A)longitudinal.
B)cross-sectional.
C)normally distributed.
D)unobtrusive.
Question
The extent to which items on a test are interrelated and hang together is referred to as:

A)parallel forms reliability.
B)content validity.
C)divergent validity.
D)internal consistency.
Question
Beatrice has created a test to measure high school students' math ability. However, she includes only questions on addition and subtraction, even though most high school students also know other procedures (such as division and multiplication). Because her test does not measure everything that should be considered as part of math ability in this group, her test has low:

A)predictive validity.
B)concurrent validity.
C)content validity.
D)interrater validity.
Question
Which correlation indicates the strongest relationship?

A).07
B)-.23
C).53
D)-.76
Question
_____ is the most useful measure of dispersion and is calculated by subtracting scores from the mean, adding the squared differences, and dividing the sum by the total number of scores.

A)Range
B)Variance
C)Standard deviation
D)Mode
Question
One would expect that the higher a GPA that someone has, the fewer classes he or she skips. In this case, one would expect a _____ between GPA and classes skipped.

A)positive correlation
B)negative correlation
C)null correlation
D)nondirectional correlation
Question
_____ involves providing research participants with information about the purpose of the study, their right to decline participation, the potential risks and benefits to participants, and where to direct questions about the research.

A)Informed consent
B)Ethical consent
C)Participant code of conduct
D)Deception consent
Question
A _____ provides information about the direction and magnitude of the relationship between two or more variables.

A)median
B)correlation coefficient
C)standard deviation
D)mean
Question
Which statistical and methodological technique is used for conducting quantitative literature reviews?

A)meta-analysis
B)deduction
C)experience sampling methodology (ESM)
D)correlation coefficient
Question
Which of these is a goal of science?

A)explanation
B)evocation
C)provocation
D)recovery
Question
When squaring a correlation coefficient (r2), the resulting value tells how much variance in the criterion is explained by the predictor. This statistic is also known as the coefficient of:

A)explanation.
B)determination.
C)stability.
D)equivalence.
Question
Correlations are relevant to I/O psychology because they are involved in making:

A)concessions.
B)predictions.
C)causal inferences.
D)surveys.
Question
One would expect that someone who has a high SAT score will also earn a high GPA in college. In this case, one would expect a _____ between SAT scores and GPA.

A)positive correlation
B)negative correlation
C)zero correlation
D)null correlation
Question
In a normal distribution, 99% of observations fall within:

A)one standard deviation above the mean.
B)two standard deviations above the mean.
C)two standard deviations above and below the mean.
D)three standard deviations above and below the mean.
Question
The MOST frequent single score in a distribution is called the:

A)mode.
B)mean.
C)median.
D)variance.
Question
Which of these is a goal of science?

A)capitalism
B)internal validity
C)control
D)external validity
Question
In the data set 3 5 5 6 7 8 8 9 10 10 10 15 17 20 20, what is the mode?

A)8
B)9
C)10
D)20
Question
Jerome wants to determine whether a test can identify employees who will be top performers. He administers his test to his employees, and he finds that its results correlate with their current performance. He has demonstrated:

A)content validity.
B)predictive validity.
C)concurrent validity.
D)divergent validity.
Question
In the data set 3 5 5 6 7 8 8 9 10 10 10 15 17 20 20, what is the range?

A)8
B)10
C)15
D)17
Question
If the correlation between variable A and variable B is .20, then variable A explains _____ of the variance in variable B.

A).02
B).04
C).20
D).40
Question
In the data set 3 5 5 6 7 8 8 9 10 10 10 15 17 20 20, which number represents the median of the distribution?

A)5
B)9
C)10
D)20
Question
Which of these is a stipulation of the APA ethical code for conducting research?

A)Researchers can never use participant deception.
B)Research studies must be approved by the APA.
C)Research participants' data must always be held confidential.
D)There are no ethical requirements for the care and use of animals in research.
Question
If one develops a new measure of employee motivation and demonstrates that the measure is not related to dissimilar constructs, then he/she has demonstrated:

A)concurrent validity.
B)predictive validity.
C)divergent validity.
D)internal consistency.
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Deck 2: Research Methods in Io Psychology
1
This criterion of a good theory states that it should be practical and help to describe, explain, and predict an important phenomenon. Thus, a good theory must be:

A)systematic.
B)useful.
C)deterministic.
D)testable.
useful.
2
Researchers are using _____ when they start with data and create a theory to explain it; and they are using _____ when they start with a theory and collect data to support or refute that theory.

A)induction; deduction
B)deduction; induction
C)reduction; induction
D)induction; reduction
induction; deduction
3
The goals of science include description, explanation, control, and:

A)expectation.
B)prescription.
C)confirmation.
D)prediction.
prediction.
4
The approach to science that involves starting with a theory and propositions and then collecting data to test those propositions is:

A)reduction.
B)induction.
C)production.
D)deduction.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
5
Which of these is the key characteristic of science?

A)It involves formal and systematic observation.
B)It involves the use of laboratories.
C)It is performed by professors.
D)It results in technological advances.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
6
Sofia has heard about a theory that suggests that when people are in a group they tend to put forth less effort than when they work alone. She decides to collect some data to see if they support this theory. Sofia is using:

A)deduction.
B)reduction.
C)parsimony.
D)induction.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
7
The goal of science that involves the accurate portrayal of a certain phenomenon is known as:

A)control.
B)explanation.
C)description.
D)evaluation.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
8
Jill develops the theory that students learn better from lectures than from reading. Sam believes that this theory is not very good because it is unclear what Jill means by "better." In other words, Jill's theory lacks:

A)precision.
B)discoverability.
C)parsimony.
D)generativity.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
9
Professor Fisk has developed a theory that contains statements that are verifiable by experimentation. The professor's theory has met the criterion for a "good" theory that is known as:

A)parsimony.
B)precision.
C)discoverability.
D)testability.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
10
A scientist who believes that behavior is orderly and systematic and does not happen by chance holds the basic assumption of science known as:

A)discoverability.
B)empiricism.
C)descriptivism.
D)determinism.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
11
Professor Sandhurst collects data from employees before developing a theory of job satisfaction. This approach is known as:

A)reduction.
B)deduction.
C)induction.
D)postduction.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
12
The scientific philosopher Karl Popper stated that science is really about:

A)generating as many theories as possible in order to advance science.
B)proving that theories are true based on experimental data.
C)ruling out alternative explanations until one explanation or theory fits the data.
D)creating new theories, even if no one ever tests them.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
13
Dr. Le believes that humans behave in orderly ways, and it is possible to detect this orderliness . Dr. Le appears to believe in an assumption of science known as:

A)parsimony.
B)precision.
C)discoverability.
D)generativity.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
14
Which of these is a criterion of a good theory?

A)usefulness
B)empiricism
C)entropy
D)pseudoscience
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
15
When considering whether to begin scientific research with data or with theory, it is important to know that the approach taken by most distinguished scientists is one that:

A)combines both inductive and deductive processes.
B)uses the deductive process only.
C)uses the inductive process only
D)uses the reductive process only.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
16
Which of these is a goal of science?

A)inquiry
B)Internal validity
C)description
D)discovery
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
17
The goal of science that involves the manipulation of antecedent conditions to affect behavior is called:

A)control.
B)explanation.
C)prediction.
D)disconfirmation.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
18
The goal of science that involves learning about how and why a phenomenon exists is known as:

A)control.
B)explanation.
C)description.
D)proving.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
19
Ting believes that if you die in a dream you will also die in real life. Karen points out that if someone dies in his or her sleep we could never find out what happened in the dream. Thus, there is no way to demonstrate support for Ting's theory. His theory lacks:

A)precision.
B)parsimony.
C)testability.
D)determinism.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
20
Professor Sanchez has data from an experiment that indicate that being treated rudely by a boss leads to employees missing work more often. With such data the professor can draw a(n):

A)causal inference.
B)deductive inference.
C)inductive inference.
D)conclusive inference.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
21
In an experiment, a researcher is investigating the effects of two types of rewards on employee motivation. The independent variable in this experiment is:

A)the type of rewards.
B)employee motivation.
C)employee performance.
D)employee salary.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
22
"Criteria," "outcomes," and "consequences" are all words we might use to describe:

A)extraneous variables.
B)independent variables.
C)dependent variables.
D)predictor variables.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
23
_____ is the extent to which we can draw causal inferences about the variables in an experiment.

A)External validity
B)Extraneous validity
C)Content validity
D)Internal validity
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Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
24
When an experiment uses college students as participants, some people may raise concerns that the results are not generalizable to employees in the "real world." This represents a concern about:

A)content validity.
B)construct validity.
C)external validity.
D)internal validity.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
25
The extent to which results in an experiment generalize to other people, settings, and times is referred to as:

A)internal validity.
B)external validity.
C)empirical validity.
D)experimental control.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
26
Dr. Xiong conducts a study examining whether people feel more motivated when music is playing versus when there is silence. At first, his findings appear to indicate that those in the "music condition" do better. However, he learns that his research assistant encouraged the participants in the music condition but did not encourage those in the silent condition. Now, Dr. Xiong doesn't know whether the better performance was due to the music or the encouragement. Dr. Xiong's study has poor:

A)external validity.
B)extraneous validity.
C)content validity.
D)internal validity.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
27
Dr. Chinua is conducting a lab study. The situation is very artificial, and participants may not always behave normally. However, Dr. Chinua can very carefully control the conditions so that he can be certain that the effects that he sees on the dependent variable result from changes in the independent variable. His research is high in _____, but low in _____.

A)internal validity; external validity
B)external validity; internal validity
C)internal validity extraneous validity
D)extraneous validity; internal validity
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
28
The type of variable that can contaminate the results of an experiment and may be an alternative to a causal relationship is known as a(n):

A)predictor variable.
B)criterion variable.
C)extraneous variable.
D)antecedent variable.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
29
When research participants have an equally likely chance of being assigned to an experimental condition or the control condition, the experimenter has:

A)manipulated the independent variable.
B)demonstrated external validity.
C)employed random assignment.
D)set up a quasi-experiment.
Unlock Deck
Unlock for access to all 120 flashcards in this deck.
Unlock Deck
k this deck
30
Independent variables are frequently referred to as:

A)predictors.
B)criteria.
C)confounds.
D)outcomes.
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31
"Predictors," "precursors," and "antecedents" are all words we might use to describe:

A)extraneous variables.
B)independent variables.
C)dependent variables.
D)criterion variables.
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32
One way to demonstrate the external validity of an experiment is to:

A)replicate the results with different participants, in different settings, and at different times.
B)rule out all extraneous variables affecting the independent variable.
C)implement statistical control to minimize variability in the experiment.
D)manipulate different levels of the independent variable.
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33
The first step in any research project is to:

A)design the study and consider validity.
B)formulate testable hypotheses.
C)decide how data will be collected from participants.
D)use statistical analysis to make sense of the data.
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34
Dr. Wickersham wants to examine how light affects participants' performance on a counting task. So she has two groups, one that works under dim light, and one that works under bright lights. She finds that those in the dim-light condition perform better. However, one of her research assistants admits that he gave those in the dim-light condition extra time to complete the task. Now Dr. Wickersham is not sure whether those in the dim-light condition did better because of the lighting or because of the extra time they received. The extra time on the test is an example of a(n):

A)independent variable.
B)dependent variable.
C)criterion variable.
D)extraneous variable.
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35
Dr. Applesmith conducts a study in which he manipulates the light in a room while assessing participants' performance on a counting task. In this example, the light is the _____, and the performance on the counting task is the _____.

A)dependent variable; independent variable
B)extraneous variable; dependent variable
C)independent variable; dependent variable
D)independent variable; extraneous variable
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36
Dr. Begley is conducting a study in a factory in which she is examining whether having employees wear uniforms affects their job satisfaction. In this study, her sample is very representative of other factory workers; however, because the employees work in an actual workplace, she cannot control other things that might affect their satisfaction. Her research is high in _____, but low in _____.

A)internal validity; external validity
B)external validity; internal validity
C)internal validity; extraneous validity
D)extraneous validity; internal validity
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37
Which research design is the ONLY design in which we can assert that one variable is causing another variable?

A)survey research
B)case study research
C)experimental research
D)archival research
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38
In an experiment, the variable of interest-that is, the variable the experiment is designed to assess-is known as the:

A)independent variable.
B)dependent variable.
C)causal variable.
D)internal variable.
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39
After designing a study, the next step in the research process involves:

A)developing hypotheses.
B)testing the hypotheses.
C)reporting results.
D)collecting data.
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40
A researcher is conducting an experiment to test the effect of feedback on job performance. The researcher can exercise control over extraneous variables, such as intelligence, by:

A)using participants with the same level of intelligence.
B)using participants with the same level of job performance.
C)giving all participants the same type of feedback.
D)randomly assigning participants to feedback conditions.
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41
Which method of data collection is MOST frequently used in I/O psychology?

A)unobtrusive naturalistic observation
B)experience sampling methodology
C)surveys
D)case studies
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42
Which of these is a primary characteristic of quasi-experiments?

A)the use of animal subjects instead of human subjects
B)use of intact groups and manipulation of independent variables
C)eliminating extraneous variables
D)a laboratory setting
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43
Test-retest reliability is often called a:

A)coefficient of equivalence.
B)coefficient of stability.
C)Cronbach's coefficient alpha.
D)split-half reliability.
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44
Laboratory experiments are typically:

A)high in internal validity and low in external validity.
B)low in internal validity and high in external validity.
C)generalizable to any workplace situation.
D)conducted in real-world work settings.
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45
Lily is conducting a study about emotions at work. She uses smartphone apps to signal participants at predetermined times to answer questions. Lily is using the data collection approach known as:

A)longitudinal design.
B)case studies.
C)experience sampling methodology (ESM).
D)naturalistic observation.
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46
Meena, using an archival data set for her research, notices that the data were collected from the same group of children when they were in first, second, and third grade. This data set is:

A)longitudinal.
B)cross-sectional.
C)normally distributed.
D)unobtrusive.
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47
What is one drawback of using self-administered mail surveys in research?

A)It is difficult to administer them.
B)They cannot be administered to large groups of people.
C)Response rates can be low.
D)There is a lack of respondent anonymity.
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48
Using _____, we can conclude ONLY that results either do or do not indicate a relationship between the variables of interest.

A)observational methods
B)field experiments
C)true experiments
D)laboratory experiments
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49
Split-half reliability, inter-item reliability, Cronbach's coefficient alpha, and the Kuder-Richardson 20 are all measures of:

A)interrater reliability.
B)parallel forms reliability.
C)internal consistency.
D)criterion-related validity.
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50
In I/O psychology, a rule of thumb for the reliability of measures is to have reliability levels of AT LEAST:

A).45.
B).50.
C).60.
D).70.
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51
Aneen wants to know which students will succeed in a gifted program, so she administers a test at the beginning of the year. At the end of the year, she finds that the test results correlate with those students' grades. The test has demonstrated:

A)content validity.
B)predictive validity.
C)concurrent validity.
D)divergent validity.
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52
What is the key difference between an experiment and a quasi-experiment?

A)Quasi-experiments do not include dependent variables.
B)Quasi-experiments do not include independent variables.
C)Quasi-experiments do not include random assignment.
D)Quasi-experiments cannot be used in a real-world setting.
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53
If a practitioner gives a math test to a group of participants at two points in time, and finds that the high scorers on the first test are also the high scorers on the second test, the test has demonstrated:

A)content validity.
B)test-retest reliability.
C)interrater reliability.
D)internal consistency.
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54
_____ is the degree to which a test or predictor covers a representative sample of the quality being assessed.

A)Criterion-related validity
B)Parallel-forms reliability
C)Content validity
D)Internal consistency
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55
Studies using observational methods are sometimes called:

A)correlational designs.
B)regression designs.
C)archival designs.
D)meta-analyses.
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56
Which of these is the LEAST common method of collecting data in I/O psychology research?

A)naturalistic observation
B)surveys
C)case studies
D)archival research
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57
Professor Lang has created a new measure of intelligence. She administers the test to a number of participants. Two weeks later, she administers the same test to the same people. Professor Lang is examining:

A)content validity.
B)interrater reliability.
C)test-retest reliability.
D)parallel forms reliability.
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58
Amy, using an archival data set for her research, notices that the data were collected on March 1, 1999, from a group of army leaders. This data set is:

A)longitudinal.
B)cross-sectional.
C)normally distributed.
D)unobtrusive.
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59
The extent to which items on a test are interrelated and hang together is referred to as:

A)parallel forms reliability.
B)content validity.
C)divergent validity.
D)internal consistency.
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60
Beatrice has created a test to measure high school students' math ability. However, she includes only questions on addition and subtraction, even though most high school students also know other procedures (such as division and multiplication). Because her test does not measure everything that should be considered as part of math ability in this group, her test has low:

A)predictive validity.
B)concurrent validity.
C)content validity.
D)interrater validity.
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61
Which correlation indicates the strongest relationship?

A).07
B)-.23
C).53
D)-.76
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62
_____ is the most useful measure of dispersion and is calculated by subtracting scores from the mean, adding the squared differences, and dividing the sum by the total number of scores.

A)Range
B)Variance
C)Standard deviation
D)Mode
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63
One would expect that the higher a GPA that someone has, the fewer classes he or she skips. In this case, one would expect a _____ between GPA and classes skipped.

A)positive correlation
B)negative correlation
C)null correlation
D)nondirectional correlation
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64
_____ involves providing research participants with information about the purpose of the study, their right to decline participation, the potential risks and benefits to participants, and where to direct questions about the research.

A)Informed consent
B)Ethical consent
C)Participant code of conduct
D)Deception consent
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65
A _____ provides information about the direction and magnitude of the relationship between two or more variables.

A)median
B)correlation coefficient
C)standard deviation
D)mean
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66
Which statistical and methodological technique is used for conducting quantitative literature reviews?

A)meta-analysis
B)deduction
C)experience sampling methodology (ESM)
D)correlation coefficient
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67
Which of these is a goal of science?

A)explanation
B)evocation
C)provocation
D)recovery
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68
When squaring a correlation coefficient (r2), the resulting value tells how much variance in the criterion is explained by the predictor. This statistic is also known as the coefficient of:

A)explanation.
B)determination.
C)stability.
D)equivalence.
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69
Correlations are relevant to I/O psychology because they are involved in making:

A)concessions.
B)predictions.
C)causal inferences.
D)surveys.
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70
One would expect that someone who has a high SAT score will also earn a high GPA in college. In this case, one would expect a _____ between SAT scores and GPA.

A)positive correlation
B)negative correlation
C)zero correlation
D)null correlation
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71
In a normal distribution, 99% of observations fall within:

A)one standard deviation above the mean.
B)two standard deviations above the mean.
C)two standard deviations above and below the mean.
D)three standard deviations above and below the mean.
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72
The MOST frequent single score in a distribution is called the:

A)mode.
B)mean.
C)median.
D)variance.
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73
Which of these is a goal of science?

A)capitalism
B)internal validity
C)control
D)external validity
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74
In the data set 3 5 5 6 7 8 8 9 10 10 10 15 17 20 20, what is the mode?

A)8
B)9
C)10
D)20
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75
Jerome wants to determine whether a test can identify employees who will be top performers. He administers his test to his employees, and he finds that its results correlate with their current performance. He has demonstrated:

A)content validity.
B)predictive validity.
C)concurrent validity.
D)divergent validity.
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76
In the data set 3 5 5 6 7 8 8 9 10 10 10 15 17 20 20, what is the range?

A)8
B)10
C)15
D)17
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77
If the correlation between variable A and variable B is .20, then variable A explains _____ of the variance in variable B.

A).02
B).04
C).20
D).40
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78
In the data set 3 5 5 6 7 8 8 9 10 10 10 15 17 20 20, which number represents the median of the distribution?

A)5
B)9
C)10
D)20
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79
Which of these is a stipulation of the APA ethical code for conducting research?

A)Researchers can never use participant deception.
B)Research studies must be approved by the APA.
C)Research participants' data must always be held confidential.
D)There are no ethical requirements for the care and use of animals in research.
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80
If one develops a new measure of employee motivation and demonstrates that the measure is not related to dissimilar constructs, then he/she has demonstrated:

A)concurrent validity.
B)predictive validity.
C)divergent validity.
D)internal consistency.
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