Lecture 7b: Quasi-Experimental Designs Flashcards
What are quasi-experimental designs?
subtype of non-experimental designs and resemble experimental designs but lack important features that allow for a causal inference
- lower internal validity than true experimental designs
What are the two different types of quasi-experimental designs?
- one group designs
- non-equivalent groups designs
What are one group designs?
no comparison group included in design, IV has only one condition/level
- equivalent to within-subjects design for a true experimental design
What are non-equivalent groups designs?
includes comparison group(s) but participants are not randomly assigned to IV levels/conditions to create groups (using pre-existing groups)
- equivalent to between-subjects design for a true experimental design
What are the two types of one-group designs?
- one-group posttest-only design
- one-group pretest-posttest design
What is the one-group posttest-only design?
- weakest type of research design
- low internal validity
- descriptive statements only
- can’t make comparisons
What is the one-group pretest-posttest design?
- can make comparisons about any changes in scores
- still don’t know whether the condition is more effective than others
- can’t rule out other explanations/confounding variables
When are non-equivalent groups designs used?
when not possible for either practical or ethical reasons for the researcher to randomly assignment individual participants to different groups so we have to use pre-existing groups
What are the two types of non-equivalent groups designs?
- non-equivalent control group design
- non-equivalent control group pretest-posttest design
What is non-equivalent control group design?
- increase in internal validity because can make comparisons between conditions
- more confidence in making conclusion that one condition is better than the otehr
- can’t rule out confounding variables
- higher risk of selection differences because groups are pre-existing and not created through random selection - limits causal inference
What is non-equivalent control group pretest-posttest design?
- establish pre-existing differences through pretest
- can compare greater increase in pre- and post- test by comparing differences
- remove some possibility of an alternative explanation
- now have more information about how the groups compare on RM knowledge but still some risk of alternative explanation for results – limits internal validity
What are the advantages of using quasi-experimental designs?
- better internal validity than other non-experimental designs (especially non-equivalent groups designs)
- sometimes the only way to study a certain topic
What are disadvantages of using quasi-experimental designs?
- poorer internal validity than true experimental designs
Why would you use a quasi-experimental design?
- control/comparison group or random assignment groups is not possible
- control/comparison group or random assignment to groups would be unethical
- can have higher external validity than experimental designs
- researcher’s goal is to describe or predict behaviour