Exam 12: Designing, Conducting, Analyzing, and Interpreting Experiments With Multiple Independent Variables
The joint effect on the DV of more than one IV is called a(n)
A
What is a between-subjects factorial design? Give an example.
A between-subjects factorial design is a research design in which participants are assigned to different levels of two or more independent variables. Each participant is only exposed to one level of each independent variable, and their responses are compared across the different levels of the independent variables.
For example, let's say a researcher is interested in studying the effects of both gender and age on memory performance. They might conduct a between-subjects factorial design study in which participants are randomly assigned to one of four groups: male/young, male/old, female/young, and female/old. Each group represents a combination of the two independent variables (gender and age), and the researcher can then compare memory performance across the four groups to see if there are any significant differences.
In this example, the between-subjects factorial design allows the researcher to examine the main effects of gender and age, as well as any potential interactions between the two variables, on memory performance. This design is useful for studying the effects of multiple independent variables on a dependent variable, and it helps to control for individual differences by assigning different participants to each level of the independent variables.
Suppose a researcher finds a significant interaction between gender of the experimenter and race of the experimenter in terms of how much eye contact the participants make with the experimenter. To explain this interaction, the researcher needs to mention
C
Suppose instead, you obtained the following data:
Crowded Roonl Uncrowded Roorn Introverts =12 =18 Extroverts =12 =18
-Does there appear to be an interaction between room and personality? (Hint: Draw a line graph)
Expanding a 2 x 2 design to a 4 x 2 design means going from ___ groups (in the 2 x 2) to ____ groups (in the 4 x 2)
If we obtain a probability between .05 and .10, we usually refer to it as
Suppose you design an experiment that had one IV with two levels, one IV with three levels, and another IV with four levels. What is the shorthand notation for this design?
Suzanne conducts a study with a sample of people whom she classifies as either extreme alcoholics or moderate alcoholics (based on the number of alcoholic beverages consumed per day). She brings them to the lab and randomly assigns them to one of three treatment conditions: a self-help group with no therapist (e.g., AA), group therapy with a licensed therapist, or individual therapy with a licensed therapist. She wonders if extreme alcoholics will react differently to the various treatments than moderate alcoholics. Suzanne's study represents a ________ design.
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 personality (introversion/extraversion)?
Does there appear to be an interaction between age and time of day? (Hint: Draw a line graph)
In a completely within-subjects design using repeated measures,
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. The main effect of participant sex ____ significant; therefore, we should conclude that
Kyle is interested in examining how sex of participant (male, female) and self-esteem (high, low) affect perseverance on a novel task. What kind of analysis will Kyle use?
Is this a two-groups design, a multiple-groups design, or a factorial design? How do you know?
In a(n) _________ groups design, groups of participants are formed by random assignment.
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