Deck 12: Designing, Conducting, Analyzing, and Interpreting Experiments With Multiple Independent Variables
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Deck 12: Designing, Conducting, Analyzing, and Interpreting Experiments With Multiple Independent Variables
1
Does there appear to be an interaction between age and time of day? (Hint: Draw a line graph)
No; the line graph reveals parallel lines.
Example #2: A researcher takes a sample of 40 introverts and 40 extroverts and asks them to solve problems in either a crowded room or an uncrowded room. The researcher measures the number of problems solved (numbers can range from 0 problems solved to 25 problems solved).

Example #2: A researcher takes a sample of 40 introverts and 40 extroverts and asks them to solve problems in either a crowded room or an uncrowded room. The researcher measures the number of problems solved (numbers can range from 0 problems solved to 25 problems solved).

2
Does there appear to be a main effect of personality (introversion/extraversion)?
Yes; extroverts (M = 18.0) solved more problems overall than introverts (M = 12.0).
3
Does there appear to be a main effect of age?
No; older adults (M = 15.5) had similar test scores to younger adults (M = 15.5).
4
Does there appear to be an interaction between age and time of day? (Hint: Draw a line graph)
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5
Does there appear to be an interaction between age and time of day? (Hint: Draw a line graph)
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6
Does there appear to be a main effect of age?
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7
Does there appear to be a main effect of time of day? (Note: You are not given any inferential statistics to be able to definitively determine whether there is a main effect. Examine the means and try to determine if they are different or similar to each other).
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8
Does there appear to be a main effect of room?
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9
Name the other independent variable.
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10
What is the scale of measurement for the dependent variable?
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11
Does there appear to be a main effect of time of day?
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12
What is the scale of measurement for the dependent variable?
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13
Name one independent variable.
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14
Describe in words the pattern of results depicted in these data (you do not need to include any statistics).
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15
Does there appear to be a main effect of time of day?
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16
Example #1: A researcher wishes to examine whether time of day (morning versus afternoon) affects the memory of older and younger participants. He obtains a sample of 40 older individuals and 40 younger individuals and gives them a passage to read. They are later given a test over the passage (scores on the test could range from 0 to 30). Half of the individuals are randomly assigned to read the passage and take the test in the morning, and the other half do so in the afternoon. The data are reported in the table below (the numbers represent mean test scores for each group).

Name the other independent variable.

Name the other independent variable.
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17
Example #1: A researcher wishes to examine whether time of day (morning versus afternoon) affects the memory of older and younger participants. He obtains a sample of 40 older individuals and 40 younger individuals and gives them a passage to read. They are later given a test over the passage (scores on the test could range from 0 to 30). Half of the individuals are randomly assigned to read the passage and take the test in the morning, and the other half do so in the afternoon. The data are reported in the table below (the numbers represent mean test scores for each group).

Name one independent variable.

Name one independent variable.
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18
Name the dependent variable.
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19
Example #1: A researcher wishes to examine whether time of day (morning versus afternoon) affects the memory of older and younger participants. He obtains a sample of 40 older individuals and 40 younger individuals and gives them a passage to read. They are later given a test over the passage (scores on the test could range from 0 to 30). Half of the individuals are randomly assigned to read the passage and take the test in the morning, and the other half do so in the afternoon. The data are reported in the table below (the numbers represent mean test scores for each group).

Name the dependent variable.

Name the dependent variable.
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20
Does there appear to be a main effect of age?
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21
Does there appear to be an interaction between room and personality? (Hint: Draw a line graph)
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22
Does there appear to be a main effect of personality (introversion/extraversion)?
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23
In the boxes below, write in a pattern of means that would reveal a main effect of self-esteem.


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24
Does there appear to be an interaction between room and personality? (Hint: Draw a line graph)
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25
Describe in words the pattern of results you created in the above question (you do not need to include any statistics).
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26
Name one independent variable.
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27
Does there appear to be a main effect of room?
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28
What is the scale of measurement for the dependent variable?
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29
Does there appear to be a main effect of personality (introversion/extraversion)?
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30
Name the other independent variable.
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31
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. The researchers were interested in determining if a disturbing visual image would distract from the tone and thus reduce the reaction time of participants. Half of the time, participants saw a graphic image (bloody body) on the computer screen at the exact moment the tone sounded, and the other half of the time the participants saw a non-graphic image (non-bloody body). The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the other independent variable?

What is the other independent variable?
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32
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. The researchers were interested in determining if a disturbing visual image would distract from the tone and thus reduce the reaction time of participants. Half of the time, participants saw a graphic image (bloody body) on the computer screen at the exact moment the tone sounded, and the other half of the time the participants saw a non-graphic image (non-bloody body). The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is one independent variable?

What is one independent variable?
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33
In the boxes below, write in a pattern of means that would reveal a main effect of type of therapy.


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34
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. The researchers were interested in determining if a disturbing visual image would distract from the tone and thus reduce the reaction time of participants. Half of the time, participants saw a graphic image (bloody body) on the computer screen at the exact moment the tone sounded, and the other half of the time the participants saw a non-graphic image (non-bloody body). The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

Is this independent variable manipulated or measured?

Is this independent variable manipulated or measured?
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35
Describe in words the pattern of results (you do not need to include any statistics).
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36
In the boxes below, write in a pattern of means that would reveal an interaction between type of therapy and self-esteem.


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37
Name the dependent variable.
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38
Does there appear to be an interaction between room and personality? (Hint: Draw a line graph)
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39
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. The researchers were interested in determining if a disturbing visual image would distract from the tone and thus reduce the reaction time of participants. Half of the time, participants saw a graphic image (bloody body) on the computer screen at the exact moment the tone sounded, and the other half of the time the participants saw a non-graphic image (non-bloody body). The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

Is this independent variable manipulated or measured?

Is this independent variable manipulated or measured?
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40
Does there appear to be a main effect of room?
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41
Is this a two-groups design, a multiple-groups design, or a factorial design? How do you know?
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42
In the following study, participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Half of the time, the computer screen flashed a light at the exact moment the tone was presented and the other half of the time there was no flash of light. In addition, half of the time a sensor on the participant's arm pulsed (causing a slight tickle) at the exact moment of the tone, and half of the time the sensor did not pulse. The researchers were interested in determining the extent to which these distractions would cause participants to have delayed reaction times to the tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

Is this independent variable manipulated or measured?

Is this independent variable manipulated or measured?
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43
Is this a between-groups design, a within-groups design, or a mixed design? How do you know?
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44
In the following study, participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Half of the time, the computer screen flashed a light at the exact moment the tone was presented and the other half of the time there was no flash of light. In addition, half of the time a sensor on the participant's arm pulsed (causing a slight tickle) at the exact moment of the tone, and half of the time the sensor did not pulse. The researchers were interested in determining the extent to which these distractions would cause participants to have delayed reaction times to the tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the dependent variable?

What is the dependent variable?
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45
In the following study, participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Half of the time, the computer screen flashed a light at the exact moment the tone was presented and the other half of the time there was no flash of light. In addition, half of the time a sensor on the participant's arm pulsed (causing a slight tickle) at the exact moment of the tone, and half of the time the sensor did not pulse. The researchers were interested in determining the extent to which these distractions would cause participants to have delayed reaction times to the tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the scale of measurement for the dependent variable?

What is the scale of measurement for the dependent variable?
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46
Explain in words (using APA-format) the interaction between flash of light and arm tickle.
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47
Explain in words (using APA-format) the interaction between sex of participant and image type.
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48
Draw a block diagram of this experiment and label it completely.
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49
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. The researchers were interested in determining if a disturbing visual image would distract from the tone and thus reduce the reaction time of participants. Half of the time, participants saw a graphic image (bloody body) on the computer screen at the exact moment the tone sounded, and the other half of the time the participants saw a non-graphic image (non-bloody body). The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the scale of measurement for the dependent variable?

What is the scale of measurement for the dependent variable?
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50
What is the shorthand notation for this experiment? (for example, 2 x 3, 2 x 2 x 2, etc.) Explain your answer.
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51
In the following study, participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Half of the time, the computer screen flashed a light at the exact moment the tone was presented and the other half of the time there was no flash of light. In addition, half of the time a sensor on the participant's arm pulsed (causing a slight tickle) at the exact moment of the tone, and half of the time the sensor did not pulse. The researchers were interested in determining the extent to which these distractions would cause participants to have delayed reaction times to the tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the other independent variable?

What is the other independent variable?
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52
Explain in words (using APA-format) the main effect of sex of participant.
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53
Is this a between-groups design, a within-groups design, or a mixed design? How do you know?
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54
Is this a two-groups design, a multiple-groups design, or a factorial design? How do you know?
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55
Explain in words (using APA-format) the main effect of image type.
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56
In the following study, participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Half of the time, the computer screen flashed a light at the exact moment the tone was presented and the other half of the time there was no flash of light. In addition, half of the time a sensor on the participant's arm pulsed (causing a slight tickle) at the exact moment of the tone, and half of the time the sensor did not pulse. The researchers were interested in determining the extent to which these distractions would cause participants to have delayed reaction times to the tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

Is this independent variable manipulated or measured?

Is this independent variable manipulated or measured?
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57
Explain in words (using APA-format) the main effect of flash of light.
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58
Explain in words (using APA-format) the main effect of arm tickle.
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59
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. The researchers were interested in determining if a disturbing visual image would distract from the tone and thus reduce the reaction time of participants. Half of the time, participants saw a graphic image (bloody body) on the computer screen at the exact moment the tone sounded, and the other half of the time the participants saw a non-graphic image (non-bloody body). The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the dependent variable?

What is the dependent variable?
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60
In the following study, participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Half of the time, the computer screen flashed a light at the exact moment the tone was presented and the other half of the time there was no flash of light. In addition, half of the time a sensor on the participant's arm pulsed (causing a slight tickle) at the exact moment of the tone, and half of the time the sensor did not pulse. The researchers were interested in determining the extent to which these distractions would cause participants to have delayed reaction times to the tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is one independent variable?

What is one independent variable?
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61
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the scale of measurement for the dependent variable?

What is the scale of measurement for the dependent variable?
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62
Explain in words (using APA-format) the main effect of sex of participant.
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63
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

Is this independent variable manipulated or measured?

Is this independent variable manipulated or measured?
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64
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What are the degrees of freedom for Participant Sex?

What are the degrees of freedom for Participant Sex?
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65
Explain in words (using APA-format) the interaction between sex of participant and tone intensity.
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66
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the dependent variable?

What is the dependent variable?
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67
According to your text, "You find a research idea when you identify a gap in the current knowledge base…" . What was the gap in the knowledge base, according to the authors?
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68
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

Is this independent variable manipulated or measured?

Is this independent variable manipulated or measured?
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69
Is this a between-groups design, a within-groups design, or a mixed design? How do you know?
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70
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is the other independent variable?

What is the other independent variable?
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71
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What are the degrees of freedom for Tone Intensity?

What are the degrees of freedom for Tone Intensity?
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72
Explain in words (using APA-format) the main effect of tone intensity.
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73
Draw a block diagram of this experiment and label it completely.
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74
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What are the degrees of freedom for the Intensity x Participant Sex interaction?

What are the degrees of freedom for the Intensity x Participant Sex interaction?
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75
Draw a block diagram of this experiment and label it completely.
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76
In the following study, male and female participants were instructed to press a button on a computer keyboard as soon as they detected a tone through their headphones. Participants were randomly assigned to hear either a loud tone or a soft tone. The researchers measured the amount of time it took participants to press the computer button (in milliseconds). Smaller numbers indicate better performance on the task.

What is one independent variable?

What is one independent variable?
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77
Describe in your own words "modern racism" and explain how this perspective relates to the study by Johnson et al. (1995).
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78
What is the shorthand notation for this experiment? (for example, 2 x 3, 2 x 2 x 2, etc.) Explain your answer.
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79
What is the shorthand notation for this experiment? (for example, 2 x 3, 2 x 2 x 2, etc.) Explain your answer.
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80
Is this a two-groups design, a multiple-groups design, or a factorial design? How do you know?
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