Exam 9: Multivariate Correlational Research

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Which of the following studies is an example of a longitudinal design?

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If an experiment cannot be done for practical or ethical reasons related to manipulating the variable of interest, which of the following events should happen?

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RESEARCH STUDY 9.5: Dr.Nguyen is a psychologist who studies legal decision making.Specifically, he is curious about the factors that are irrelevant to the crime committed that influence the sentences juries give to defendants (known as extra-legal factors).To study this further, he samples a group of jury-eligible adults from the Memphis area.He provides them with the fact pattern to a particular case and allows them to watch the closing statements from the trial.He then asks them to provide a sentence (in months) for the defendant.In addition, he measures two legal factors (the number of arguments made by the prosecuting attorney and the length of time the defense attorney speaks during his or her closing argument) and two extra-legal factors (how attractive the participants think the defendant is [higher scores indicate higher ratings of attractiveness] and how many legal televisions shows the participants watch).The data are below. RESEARCH STUDY 9.5: Dr.Nguyen is a psychologist who studies legal decision making.Specifically, he is curious about the factors that are irrelevant to the crime committed that influence the sentences juries give to defendants (known as extra-legal factors).To study this further, he samples a group of jury-eligible adults from the Memphis area.He provides them with the fact pattern to a particular case and allows them to watch the closing statements from the trial.He then asks them to provide a sentence (in months) for the defendant.In addition, he measures two legal factors (the number of arguments made by the prosecuting attorney and the length of time the defense attorney speaks during his or her closing argument) and two extra-legal factors (how attractive the participants think the defendant is [higher scores indicate higher ratings of attractiveness] and how many legal televisions shows the participants watch).The data are below.   Explain whether Dr.Nguyen is correct in thinking that extra-legal factors are more important in legal decision making than legal factors. Explain whether Dr.Nguyen is correct in thinking that extra-legal factors are more important in legal decision making than legal factors.

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Dr. Nguyen is not correct because there is evidence that both legal and extra-legal factors are important. In each response, students should explain the idea of statistical control, such that both the length of the defense attorney's closing argument and the attractiveness of the defendant are predictors of length of criminal sentences, controlling for the other variables included in the study.

RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations. RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations.   In considering the three criteria for causation, which of the following questions will Dr.Farah's study NOT be able to address? In considering the three criteria for causation, which of the following questions will Dr.Farah's study NOT be able to address?

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RESEARCH STUDY 9.6: Dr.Cheong is a clinical psychologist who is curious about how people deal with natural disasters to report on how their well-being was affected by the hurricane, the social support felt after the storm, and the number of PTSD symptoms.Dr.Cheong finds support for his proposed relationship.However, in examining his data more closely, he finds that the relationship between emotional well-being and PTSD symptoms is stronger for men than for women. Using Dr.Cheong's study, identify a mediating variable and a moderating variable and explain the difference between the two types of variables.

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RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations. RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations.   Correlation 4 is an example of which of the following types of correlations? Correlation 4 is an example of which of the following types of correlations?

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RESEARCH STUDY 9.4: Dr.O'Toole is a counseling psychologist who researches family dynamics.He is curious as to whether there is a causal link between the amount of time families spend together on vacation and children's happiness.More specifically, he thinks that spending more time together as a family on vacation causes children to be happier.He designs a study where he samples 63 single-child families in December 2012 and measures how many days the family spent on vacation in the past year as well as the child's happiness.He then contacts the same families in December 2016 and measures those two variables again.The results of his study are below. RESEARCH STUDY 9.4: Dr.O'Toole is a counseling psychologist who researches family dynamics.He is curious as to whether there is a causal link between the amount of time families spend together on vacation and children's happiness.More specifically, he thinks that spending more time together as a family on vacation causes children to be happier.He designs a study where he samples 63 single-child families in December 2012 and measures how many days the family spent on vacation in the past year as well as the child's happiness.He then contacts the same families in December 2016 and measures those two variables again.The results of his study are below.   Describe what makes Dr.O'Toole's study (1) a longitudinal study and (2) a multivariate correlational study. Describe what makes Dr.O'Toole's study (1) a longitudinal study and (2) a multivariate correlational study.

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Explain what it means that third variables are "external" to the causal variable and mediators are "internal" to the causal variable.

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Adding several variables to a regression analysis can help do which of the following?

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When conducting longitudinal research, researchers typically find to be the most interesting.

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RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations. RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations.   Imagine that Dr.Farah noted a cyclical, reinforcing relationship between homework and academic achievement.For this to be case, which of the following correlations would need to be significant? Imagine that Dr.Farah noted a cyclical, reinforcing relationship between homework and academic achievement.For this to be case, which of the following correlations would need to be significant?

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A researcher has examined a variety of correlational studies that point to a causal relationship between two variables.All of the studies have found a positive relationship between the two variables, but for ethical reasons, no experiments have been conducted.Using an approach of pattern and parsimony, the researcher may begin to make a causal claim by doing which of the following?

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Why would a researcher interested in making a causal claim NOT do an experiment?

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Which of the following is a necessary component of a longitudinal design?

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Why should journalists report on the previous body of research when writing about a newly published scientific study?

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Which popular media headline might suggest that a multiple regression has been used?

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RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations. RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations.   Based on her pattern of correlations, which of the following can Dr.Farah safely conclude? Based on her pattern of correlations, which of the following can Dr.Farah safely conclude?

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How do multiple regression designs help rule out third variables?

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can be examined in both simple bivariate designs and longitudinal designs.

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RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations. RESEARCH STUDY 9.1: Dr.Farah is an educational psychologist who is interested in studying the potential causal relationship between doing homework and academic achievement.In January, Dr.Farah has her students report their fall GPA (a measure of academic achievement) and estimate how many hours they spent doing homework during a typical week in the fall semester.In May, Dr.Farah measures the same variables again (the estimated number of hours spent doing homework during a typical week in the spring semester and their spring GPA).She finds the following correlations.   Correlation 1 is an example of which of the following types of correlations? Correlation 1 is an example of which of the following types of correlations?

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