82.3k views
5 votes
Explain why random assignment is a critical feature of expire mental design?

User IcyFlame
by
7.5k points

1 Answer

7 votes

Final answer:

Random assignment is essential in experimental design as it ensures any observed effects are due to the treatment and not preexisting differences, thus safeguarding the validity of causal inferences. By giving each participant an equal chance of being in the treatment or control group, researchers can establish stronger evidence for the effects of the independent variable.

Step-by-step explanation:

Random assignment is a critical feature of experimental design because it enhances the validity of the experiment. By ensuring that each participant has an equal chance of being assigned to either the treatment or control group, random assignment minimizes the chances of preexisting differences between the groups. This process makes it unlikely that the groups will differ systematically in demographics or behaviors, thereby strengthening the likelihood that any differences observed in the outcome are due to the manipulation of the independent variable.

In cases where random assignment is not possible for ethical reasons, such as when assigning participants to engage in harmful behaviors like not exercising, alternative methods like observational studies are used. Even then, researchers attempt to control for lurking variables to approximate the random assignment in an experimental design. This control helps in maintaining the integrity of the research and in drawing more accurate conclusions about the causal relationships.

A good experimental design includes a control group, elimination of looming variables through random assignment, and sometimes blinding of both researchers and participants to which group members belong to avoid the placebo effect and ensure any observed effects are due to the treatment itself. Ultimately, random assignment helps in upholding the theoretical tenets of statistical sampling theory which posits that a sample should be representative of the population.

User RomanKovalev
by
8.0k points