Library/Psychology/Research Methods in Psychology/Describing Statistical Relationships

Describing Statistical Relationships

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Questions

Question 1

How are differences between groups or conditions typically described in psychological research?

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Question 2

What is the most widely used measure of effect size for differences between group or condition means?

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Question 3

Conceptually, what does Cohen's d represent?

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Question 4

In the study by Thomas Ollendick and colleagues on phobias in children, what was the mean fear rating for the education condition?

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Question 5

According to the guidelines for interpreting Cohen's d in psychological research, a value near 0.20 is considered what size of effect?

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Question 6

What does a Cohen's d value of 1.20 represent?

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Question 7

What is the primary benefit of using Cohen's d to describe an effect size?

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Question 8

In Janet Shibley Hyde's research on sex differences, which variable showed a large difference with a Cohen's d of plus 0.81?

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Question 9

What is the term for the average of the two group standard deviations used in the formula for Cohen's d?

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Question 10

What is the 'gender similarities hypothesis' proposed by Janet Shibley Hyde?

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Question 11

When are line graphs generally used to present relationships between variables?

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Question 12

What type of relationship is exemplified by data points that go from the upper left to the lower right of a graph?

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Question 13

The hypothetical relationship between the amount of sleep people get per night and their level of depression, which forms an upside-down 'U' shape, is an example of what?

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Question 14

What statistic is typically used to measure the strength of a correlation between quantitative variables?

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Question 15

What is the possible range of values for Pearson's r?

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Question 16

According to Cohen's guidelines for interpreting Pearson's r in psychological research, what is considered a large relationship strength?

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Question 17

What does a Pearson's r value of 0 indicate?

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Question 18

How is the sign (positive or negative) of Pearson's r related to its strength?

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Question 19

Computationally, what is Pearson's r defined as?

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Question 20

What is one common situation in which the value of Pearson's r can be misleading?

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Question 21

What does the problem of 'restriction of range' refer to in the context of correlation?

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Question 22

In the example of the relationship between age and enjoyment of hip hop music, what was the Pearson's r for the restricted range of 18- to 24-year-olds?

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Question 23

When are scatterplots typically used instead of line graphs?

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Question 24

What is a major limitation of interpreting a difference as an 'effect size'?

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Question 25

What was the Cohen's d value for the difference in aggression between men and women in Janet Shibley Hyde's research, and how is this effect size classified?

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Question 26

In the study by Ollendick and colleagues, the Cohen's d between the exposure and education conditions was 0.82. How would this be interpreted?

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Question 27

According to Cohen's guidelines, what Pearson's r value represents a medium-strength correlation?

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Question 28

What is the first step in computing Pearson's r, described as the 'mean cross-product of z scores'?

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Question 29

In a study with a cross-sectional design showing that a group of exercisers is happier than a group of nonexercisers with a Cohen's d of 0.35, what can be concluded?

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Question 30

What does a positive relationship between two variables, as shown on a scatterplot, indicate?

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Question 31

What was the Cohen's d value for leadership effectiveness in Janet Shibley Hyde's research, and what does this value signify?

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Question 32

If a Cohen's d value is 0.50, what does this mean about the two group means?

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Question 33

In the study on the alphabetical position of last names and response time to consumer appeals, how was the relationship visualized?

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Question 34

A relationship where points on a graph are reasonably well fit by a single straight line is called a what?

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Question 35

When comparing two Pearson's r values of plus 0.30 and minus 0.30, which one represents a stronger relationship?

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Question 36

What is a key reason to design a study to avoid restriction of range?

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Question 37

In the table showing sample computations for Pearson's r, what value was the final computed r?

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Question 38

If you are examining the relationship between scores on a self-esteem scale (which can have many values) for 25 students, what is the most appropriate type of graph to use?

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Question 39

In Janet Shibley Hyde's research, what was the Cohen's d value for the sex difference in smiling?

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Question 40

What is the consequence of Pearson's r being close to zero for a relationship that is strongly nonlinear, such as the U-shaped curve for sleep and depression?

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Question 41

In the study on phobias in children by Ollendick, which group had the highest mean fear rating, indicating the most severe phobia on average?

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Question 42

If a study with a very large sample finds a Pearson's r of plus 0.08, how would you describe the strength of this relationship?

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Question 43

What are the two considerations that determine whether it is more appropriate to use a line graph or a scatterplot?

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Question 44

If a Cohen's d is calculated to be minus 0.80, how strong is the effect?

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Question 45

In the context of the chapter, what would be the best way to visually present the results of the Rosenberg Self-Esteem Scale given to 25 students on two occasions a week apart?

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Question 46

What was the overall Pearson's r value in the hypothetical data showing the relationship between age and enjoyment of hip-hop?

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Question 47

A Cohen's d of 0.20 means that the two group means differ by how many standard deviations?

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Question 48

Which of the following values for Pearson's r would be considered a weak or small relationship?

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Question 49

What is the primary reason it is important to make a scatterplot before using Pearson's r?

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Question 50

In Janet Shibley Hyde's analysis, a positive Cohen's d value indicates that men score higher, while a negative value indicates women score higher. What was the Cohen's d for reading comprehension?

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