Research Methods & Treatments pt. 2 Flashcards
What is Random Assignment?
A procedure that uses a random event to assign people to groups for the purposes of an experiment.
What is Blinding?
Participants do not know what group they are in.
What is Double-Blinding?
This is when both the participants and the experimenter do not know which group the participants are in. (this can help limit clinician bias)
How can we know if the differences we observe are due to the independent variable or due to chance?
Significance Testing (this shows statistical significance; P<0.05)
What does Significance Testing tell us?
It tells us whether to reject or fail the null hypothesis, but it will not tell us the strength of the effect.
What is Effect Size?
A standardized size (magnitude) of the association between two variables.
What are common Effect Size metrics?
- Pearson’s r (correlation)
- Cohen’s D (the common effect size when comparing two groups)
- Odds ratio
Explain Cohen’s D:
A small Cohen’s D value represents a small difference between the two groups and a large Cohen’s D represents a big difference between the two variables.
True or False: Do not interpret effect size until assessing statistical significance?
True
Effective treatment example…
On desktop.
What is a Meta-Analysis?
A statistical approach that calculates and combines results from many studies. (this is very useful for making sense of research with conflicting results)
Why do some studies have longer whiskers in a meta-analysis chart?
Those studies have larger confidence intervals around the effect size due to a smaller sample size. When the sample size is small, effect size estimates are less precise.
True or False: Therapy is often more helpful than no treatment or placebos?
True
What is Empirically Supported Treatment (EST)?
Therapy that has received clear support for a particular disorder and has corresponding treatment guidelines.
How can treatment be considered an EST?
Two or more studies (that conducted randomly controlled trials) conducted by independent research teams must find the treatment to be either: superior to no treatment, a placebo condition, alternative treatment, or equivalent to an established treatment.