Exam 12: Designing, Conducting, Analyzing, and Interpreting Experiments With Multiple Independent Variables

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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. TAELE OF MEANS: TONE INTENSITY LOUD SOFT ROW M Participant Female 516.70 834.50 675.60 Sex Male 528.80 763.80 646.30 COLUMN M 522.75 799.15  Pop. M=660.95\text { Pop. } M = 660.95 SOURCE TAELE -What is the dependent variable?

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Explain the difference between a 2 x 2 design, a 2 x 3 design, and a 2 x 2 x 2 design.

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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). Crowded Roonl Uncrowded Roorn Introverts =12 =12 Extroverts =18 =18 -Name the dependent variable.

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How does the principle of parsimony relate to practical considerations when choosing a factorial design?

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Suppose instead, you obtained the following data: Marning Testing Afternoon Testing Older Adults =15 =15 Yourger Adults =19 = -Does there appear to be a main effect of time of day?

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Suppose instead, you obtained the following data: Crowded Roonl Uncrowded Roorn Introverts =12 =18 Extroverts =18 =12 -Does there appear to be a main effect of room?

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Questions refer to Table 12-4. A researcher is interested in determining just how much negative interactions with strangers affect our sense of well-being. In this example, participants completed a scale of positive affect. Later, either a pleasant or unpleasant confederate is randomly assigned to interact with each participant. At the end of the experiment, participants’ positive affect is again assessed. Positive affect scores could range from 1 (low positive affect) to 15 (high positive affect). Table 12-4 TABLE OF MEANS: TIME POSITIVE AFFECT ASSESSED BEFORE EXPERIMENT AFTER EXPERIMENT ROW M Confederate Pleasant 11.10 13.30 12.20 Demeanor Unpleasant 10.60 3.50 7.05 COLUMN M 10.85 8.40 Pop. =9.63 SOURCE TABLE SOURCE SS df MS F p Between subjects effects Confederate Demeanor 265.23 1 3705.63 420.43 .000 Error 158.65 18 8.81 Within subjects effects Time 60.03 1 60.03 18.14 .000 Confederate x Time 216.23 1 216.23 65.69 .000 Error 59.25 18 3.29 -Refer to Table 12-4. Confederate demeanor is a ______-subjects variable and time is a ______-subjects variable.

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In a factorial design, researchers use

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Questions refer to Table 12-4. A researcher is interested in determining just how much negative interactions with strangers affect our sense of well-being. In this example, participants completed a scale of positive affect. Later, either a pleasant or unpleasant confederate is randomly assigned to interact with each participant. At the end of the experiment, participants’ positive affect is again assessed. Positive affect scores could range from 1 (low positive affect) to 15 (high positive affect). Table 12-4 TABLE OF MEANS: TIME POSITIVE AFFECT ASSESSED BEFORE EXPERIMENT AFTER EXPERIMENT ROW M Confederate Pleasant 11.10 13.30 12.20 Demeanor Unpleasant 10.60 3.50 7.05 COLUMN M 10.85 8.40 Pop. =9.63 SOURCE TABLE SOURCE SS df MS F p Between subjects effects Confederate Demeanor 265.23 1 3705.63 420.43 .000 Error 158.65 18 8.81 Within subjects effects Time 60.03 1 60.03 18.14 .000 Confederate x Time 216.23 1 216.23 65.69 .000 Error 59.25 18 3.29 -Refer to Table 12-2. Which of the following is an accurate depiction of the results?

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Which of the following is a concern regarding the use of a completely within-subjects factorial design using repeated measures?

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In a 2 x 2 design, how many F ratios will we calculate?

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