Chapter 12 Flashcards
Factorial design
participants are observed across the combination of levels of two or more factors
Ex: factors= gender, attractiveness
Between-subjects factorial design
we observe different participants in each group created by combining the levels of at least two factors
- manipulate the levels of each factor
- cross the levels of the two factors to create the groups
- randomly assign different participants to each group
*total of participants= sample size x # of levels for each factor
10 x 3 x 2 = 60 participants
Within-subjects factorial design
we observe the same participants in each group created by combining the levels of at least two factors
- Manipulate the levels of each factor
- cross the levels of the two factors to create the groups
- control for order effects due to observing the same subjects in each group
- total participants = sample size
Mixed factorial design
we create groups by crossing the levels of at least one between-subjects factor and one within-subjects factor
- manipulate the levels of each factor
- cross the levels of the two factors to create the groups
- randomly adding different participants to each level
- Control for order effects due to observing
Main effects
A source of variation associated with mean differences across the levels of a single factor
In a table summary, a main effect is a measure if how the row and column means differ across the levels of a single factor
Interaction effects
A source of variation associated with how effects of one factor are influenced by, or depend on, the levels of a second factor
In a table summary, an interaction is a measure of how cell means at each level of one factor change across the levels of a second factor
Reasons for using factorial designs
To replicate a previous finding and also in the same design demonstrate a new finding
To control for possible threats to validly by adding possible threats as factors in a factorial design
Enhance the informativeness of interpretation because it allows us to analyze the effects of 2 or more factors simultaneously