Exam 9: Multivariate Correlational Research

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The degree to which a good scientific theory provides the simplest explanation of some phenomenon is known as .

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Which of the following is NOT true of third variables and mediating variables?

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When examining the results of a multiple regression, which of the following should be compared to determine which predictor variables have the largest relationship to the criterion variable?

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Dr. Finkel is a social psychologist who studies romantic relationships. Several researchers have found that there is a link between income and marital satisfaction (e.g., Dakin & Wampler, 2012). Dr. Finkel is curious as to whether there is a causal link between the two variables, such that having a higher income causes higher levels of marital satisfaction. He is confident that he cannot reasonably or ethically manipulate people's income level, so he decides to use a multivariate design. He is also curious as to whether there is a causal link between these two variables or if two other variables (number of arguments and life satisfaction) can explain the relationship. He measures his three variables in a sample of 124 married couples recruited from a local community center. Below are his results. Dr. Finkel is a social psychologist who studies romantic relationships. Several researchers have found that there is a link between income and marital satisfaction (e.g., Dakin & Wampler, 2012). Dr. Finkel is curious as to whether there is a causal link between the two variables, such that having a higher income causes higher levels of marital satisfaction. He is confident that he cannot reasonably or ethically manipulate people's income level, so he decides to use a multivariate design. He is also curious as to whether there is a causal link between these two variables or if two other variables (number of arguments and life satisfaction) can explain the relationship. He measures his three variables in a sample of 124 married couples recruited from a local community center. Below are his results.   Which of the following is a criterion variable in Dr. Finkel's study? Which of the following is a criterion variable in Dr. Finkel's study?

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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. 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.     Choose one of the variables in Dr. Nguyen's study. Explain how this variable relates to criminal sentencing, considering direction of the effect, statistical significance, and strength of relationship compared with the other variables. Choose one of the variables in Dr. Nguyen's study. Explain how this variable relates to criminal sentencing, considering direction of the effect, statistical significance, and strength of relationship compared with the other variables.

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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. 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.   A colleague of Dr. Farah's questions the internal validity of her causal claim. He is curious as to whether the relationship between homework and academic achievement could be explained by interest in one's classes. Specifically, he thinks that students who are interested in their classes will both do more homework and have higher GPAs. Which of the following is a solution to this possible threat to internal validity? A colleague of Dr. Farah's questions the internal validity of her causal claim. He is curious as to whether the relationship between homework and academic achievement could be explained by interest in one's classes. Specifically, he thinks that students who are interested in their classes will both do more homework and have higher GPAs. Which of the following is a solution to this possible threat to internal validity?

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Name two consequences of journalists reporting on single studies rather than reporting on patterns of data.

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

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Dr. Finkel is a social psychologist who studies romantic relationships. Several researchers have found that there is a link between income and marital satisfaction (e.g., Dakin & Wampler, 2012). Dr. Finkel is curious as to whether there is a causal link between the two variables, such that having a higher income causes higher levels of marital satisfaction. He is confident that he cannot reasonably or ethically manipulate people's income level, so he decides to use a multivariate design. He is also curious as to whether there is a causal link between these two variables or if two other variables (number of arguments and life satisfaction) can explain the relationship. He measures his three variables in a sample of 124 married couples recruited from a local community center. Below are his results. Dr. Finkel is a social psychologist who studies romantic relationships. Several researchers have found that there is a link between income and marital satisfaction (e.g., Dakin & Wampler, 2012). Dr. Finkel is curious as to whether there is a causal link between the two variables, such that having a higher income causes higher levels of marital satisfaction. He is confident that he cannot reasonably or ethically manipulate people's income level, so he decides to use a multivariate design. He is also curious as to whether there is a causal link between these two variables or if two other variables (number of arguments and life satisfaction) can explain the relationship. He measures his three variables in a sample of 124 married couples recruited from a local community center. Below are his results.   One of Dr. Finkel's colleagues argues that he should have considered years of marriage in his study, which is a known predictor of marital satisfaction. If Dr. Finkel conducts his study again and asks people to report on how many years they have been married as well, which of the following statements is true? One of Dr. Finkel's colleagues argues that he should have considered years of marriage in his study, which is a known predictor of marital satisfaction. If Dr. Finkel conducts his study again and asks people to report on how many years they have been married as well, which of the following statements is true?

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All of the following are true of betas and correlation coefficients EXCEPT:

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

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Dr. Cheong is a clinical psychologist who is curious about how people deal with natural disasters (e.g., hurricanes, tornados, earthquakes). His previous research suggests that there is a relationship between how much people feel their emotional well-being was affected by the natural disaster and their likelihood of developing posttraumatic stress disorder (PTSD) symptoms. However, he is curious as to whether the effect of emotional well-being occurs because people receive different levels of social support. He conducts a study in which he asks 174 men and women affected by Hurricane Sandy (2012) 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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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. 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.   Which of the following correlations is a cross-lag correlation? Which of the following correlations is a cross-lag correlation?

(Multiple Choice)
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Dr. Cheong is a clinical psychologist who is curious about how people deal with natural disasters (e.g., hurricanes, tornados, earthquakes). His previous research suggests that there is a relationship between how much people feel their emotional well-being was affected by the natural disaster and their likelihood of developing posttraumatic stress disorder (PTSD) symptoms. However, he is curious as to whether the effect of emotional well-being occurs because people receive different levels of social support. He conducts a study in which he asks 174 men and women affected by Hurricane Sandy (2012) 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. Dr) Cheong's finding that the relationship between emotional well-being and PTSD symptoms is stronger for men than for women suggests which of the following?

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When determining mediation, how many steps are necessary?

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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 television shows the participants watch). The data are below. 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 television shows the participants watch). The data are below.     List the predictor and dependent/criterion variables in Dr. Nguyen's study. List the predictor and dependent/criterion variables in Dr. Nguyen's study.

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A criterion variable is also known as a(n) variable.

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Dr. Cheong is a clinical psychologist who is curious about how people deal with natural disasters (e.g., hurricanes, tornados, earthquakes). His previous research suggests that there is a relationship between how much people feel their emotional well-being was affected by the natural disaster and their likelihood of developing posttraumatic stress disorder (PTSD) symptoms. However, he is curious as to whether the effect of emotional well-being occurs because people receive different levels of social support. He conducts a study in which he asks 174 men and women affected by Hurricane Sandy (2012) 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, explain the steps he would go through to examine whether there was support for his mediation hypothesis.

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

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