Experimental Research Strategies Flashcards
What are the four basic elements of an experiment?
- Manipulation
- Measurement
- Comparison
- Control
What are the two critical components of an experiment?
1) Independent vs Dependent variable
* More than one IV = factorial
* More than one DV = multivariate
2) Experimental vs Control group
What are the two approaches to comparing group differences?
1) Between-subject design: each group gets a different treatment.
2) Within-subject design: Subjects get both treatment
levels.
Advantages of between-subject design? (2)
1) Each measured score is independent.
2) Can be applied to wide range of research questions.
Disadvantages of between-subject design? (2)
1) Need more individuals.
2) Individual differences can lead to differences between groups even before any manipulation has occurred
What is variability?
Variability refers to the distribution of scores.
Variability of between-subject design?
Differences between treatments. We want large variability.
How to mitigate variance? (3)
Standardize procedures and treatment setting
Sample size (larger)
Group equivalency
What are the types of between-subjects tests? (2)
Posttest-pretest
Matched pair
What is the goal of posttest pretest?
The goal is to compare the treatment vs control group (not pre-test vs post-test)
What are the pros of posttest pretest?
Pros:
* Test equivalence of groups
* Limit threats to internal validity
What are the cons of posttest pretest?
Cons:
* Time-consuming
* Sensitize participants to procedure
What is the matched pair design?
Each condition uses different participants but they are matched in terms of important characteristics.
What are the pros of the matched pair design?
Pros:
* Minimize the effect of individual differences
What are the cons of the matched pair design?
Cons:
*Attrition affects both groups
* If B1 drops out, B2 must be taken out also
* Difficult to match people exactly