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Factorial Experiments Factorial Design = experiment in which more than one IV (factor) at a time is manipulated Uses all possible combinations of the levels of the factors The factors are “orthogonal”
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Factorial Designs Main effects –The effect of each IV alone Interactions –When the effect on one variable depends on the level of another variable
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Between-subjects factorial design –2 or more between-subjects factors (IVs) Within-subjects factorial design –2 or more within-subjects factors –Counterbalancing Mixed factorial design –1 or more of each (between-subjects and within-subjects factors) –Counterbalancing
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Counterbalancing in Factorial Designs Necessary for order and sequence effects when there are within-subjects factors Define a counterbalancing variable –Calculate the number of conditions (the product of the number of levels for all within-subjects IVs) –Define the levels of the counterbalancing variable using a Latin Square or Balanced Latin Square –Assign subjects to counterbalancing groups using block randomization
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Designing an Experiment Selecting Participants –convenience vs. random samples –Sample Size - rule of thumb: 20 per condition Manipulation of IV: straightforward vs. staged DV measures –Self-report vs. Behavioral –Floor and Ceiling effects Pilot testing Manipulation checks
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