Exam 8: Complex Designs

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The interpretation of main effects obtained in a complex design is critically dependent on whether

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A student is trying to determine whether an interaction effect is present in an experiment with a 2 × 2 design.The data are summarized in a table.Which of the following methods should the student use to determine whether or not an interaction effect is present?

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A potential solution to the problem of drawing causal inferences based on the natural groups design is to use a complex design involving a natural groups design for an individual differences variable along with a manipulated independent variable.An important key to this potential solution is to

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Figure: A researcher examined whether interrogators who expect a suspect to be guilty,rather than innocent,use more persuasive interrogation techniques.The researcher created a laboratory situation in which students (the "suspects")were randomly assigned to actually commit a crime or not commit a crime by following a set of instructions given to them.Student interrogators then interviewed a suspect;they were randomly assigned to conditions that led them to believe the suspect was guilty or innocent of the crime.Observers rated the effort used by interrogators to obtain a confession using a 1-10 rating scale (higher scores indicate greater effort). Suppose the researcher observed the following means for each group: Figure: A researcher examined whether interrogators who expect a suspect to be guilty,rather than innocent,use more persuasive interrogation techniques.The researcher created a laboratory situation in which students (the suspects)were randomly assigned to actually commit a crime or not commit a crime by following a set of instructions given to them.Student interrogators then interviewed a suspect;they were randomly assigned to conditions that led them to believe the suspect was guilty or innocent of the crime.Observers rated the effort used by interrogators to obtain a confession using a 1-10 rating scale (higher scores indicate greater effort). Suppose the researcher observed the following means for each group:   -Whether students were actually guilty or actually innocent of the crime in this experiment is a -Whether students were actually guilty or actually innocent of the crime in this experiment is a

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A researcher conducts a study to determine if the variable of test anxiety influences performance on the GRE verbal and quantitative tests. He uses a questionnaire to assess individuals' test anxiety and classifies participants as high test anxious (n = 20) or low test anxious (n = 20). He is also interested in knowing whether high or low test-anxious individuals' performance is different for the computerized version of the test compared to the paper-and-pencil version of the test. Within each anxiety group, he randomly assigns participants to either the computer version or the paper version of the GRE tests. Participants then complete both the verbal and quantitative tests of the GRE in the test version they've been assigned (computer or paper). -What kind of complex design is this (e.g. ,2 × 2)?

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Which of the following represents the general measurement problem that occurs when performance reaches a maximum in any condition of an experiment?

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A student has done an experiment involving a 4 × 2 design.The students' initial analysis of variance indicates that there was no statistically significant interaction effect in the experiment.The independent variable with four levels,however,did produce a statistically significant main effect.Which of the following analyses should the student do next to specify the source of this main effect more precisely?

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Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an "extravert" or an "introvert." The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group: Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an extravert or an introvert. The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group:   -The random groups independent variable in this experiment is -The random groups independent variable in this experiment is

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Figure: A researcher examined whether interrogators who expect a suspect to be guilty,rather than innocent,use more persuasive interrogation techniques.The researcher created a laboratory situation in which students (the "suspects")were randomly assigned to actually commit a crime or not commit a crime by following a set of instructions given to them.Student interrogators then interviewed a suspect;they were randomly assigned to conditions that led them to believe the suspect was guilty or innocent of the crime.Observers rated the effort used by interrogators to obtain a confession using a 1-10 rating scale (higher scores indicate greater effort). Suppose the researcher observed the following means for each group: Figure: A researcher examined whether interrogators who expect a suspect to be guilty,rather than innocent,use more persuasive interrogation techniques.The researcher created a laboratory situation in which students (the suspects)were randomly assigned to actually commit a crime or not commit a crime by following a set of instructions given to them.Student interrogators then interviewed a suspect;they were randomly assigned to conditions that led them to believe the suspect was guilty or innocent of the crime.Observers rated the effort used by interrogators to obtain a confession using a 1-10 rating scale (higher scores indicate greater effort). Suppose the researcher observed the following means for each group:   -Based on these findings we can conclude that -Based on these findings we can conclude that

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Which of the following effects occurs in a complex design when the effect of one independent variable differs depending on the level of a second independent variable?

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Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an "extravert" or an "introvert." The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group: Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an extravert or an introvert. The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group:   -The means for the main effect of personality are -The means for the main effect of personality are

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An experiment was done in which college students and elderly people were tested on three different cognitive tasks (spatial ability,memory,and vocabulary).Thus,there were six conditions in the experiment.Which of the following best describes the overall design of the experiment?

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The overall analysis of variance of a complex design indicates that there is no interaction effect.Which of the following analyses should be done as the next step in analyzing this experiment?

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Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an "extravert" or an "introvert." The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group: Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an extravert or an introvert. The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group:   -The dependent variable in this experiment is -The dependent variable in this experiment is

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Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an "extravert" or an "introvert." The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group: Figure: A researcher was interested in the effects of arousal and personality on individuals' GRE test performance.The personality variable he examined was individuals' level of introversion-extraversion.Based on questionnaire responses,each participant was classified as an extravert or an introvert. The researcher manipulated arousal level by giving caffeine to participants prior to administering a practice GRE test.Participants were randomly assigned to a high-caffeine condition,a medium-caffeine condition,or the no-caffeine conditions.All participants then completed a practice version of the quantitative portion of the GRE. Suppose the researcher observed the following means for each group:   -Based on these findings,the researcher can -Based on these findings,the researcher can

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When a line graph is used to depict the results of a complex design,an interaction effect is indicated by

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An interaction effect is likely to be uninterpretable when this problem in measurement occurs:

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Figure: Use this graph to answer the questions that follow: Figure: Use this graph to answer the questions that follow:   -In order to explain the interaction effect present in these data,describe two simple main effects. -In order to explain the interaction effect present in these data,describe two simple main effects.

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Interaction effects can play a special role in the natural groups design to help break the confoundings inherent in individual difference (subject)variables.Describe this role of interaction effects using the study comparing memory of musicians and nonmusicians described in the text.

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Researchers most often interpret the findings of a complex design by

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