Conducting Research
Validity
Experimental Design
Experimental Groups
Misc.
100

Children/fetuses(festusi?), prisoners, pregnant women, developmentally disadvantaged, minorities

Vulnerable Populations

100

When changes on the outcome are due to the researcher's experimental manipulation

What is Interval Validity?

100

Experiment that includes aspects of both a between-subjects variable and a within-subjects variable

What is Mixed Design?

100

Group is not given any exposure to IV

What is the No-Treatment Control Group?

100

Any variable not controlled by researcher that is related to IV

What is the Confounding Variable?

200

Researchers that examine methodology of proposed study

Institutional Review Board

200

Form of external validity that expresses link between sample population and target population

What is Generality of Findings?

200

IV is manipulated to create 2 conditions, DV is measured within each condition, scores in each condition are measured, all other variables are controlled

What are the characteristics of a Between-Subject Design?

200

Control group serves an untreated comparison group during study, undergoes treatment at a later time

What is the Wait-List Control Group?

200

Result from the position in which a condition occurs (first, second, third, etc.)

What is Order Effects?

300

Broad collection of assertions that allow us to explain & predict events

What is a Theory?

300

Degree to which we can predict other behaviors/outcomes with the measure

What is Predictive/Concurrent Criterion-Related Validity?

300

Existing groups make it so that participants are not randomly assigned to conditions

What is Quasi-Experimental Design?

300

Group not typically used in clinical settings as it violated informed consent

What is the No-Contact Control Group?

300

ABC, CAB, BCA

What is the Latin Square?

400

Specific prediction about relation of two or more variables based on previous research

What is a Hypothesis?

400

Unintended sequence of events, nonequivalent groups, measurement problems, ambiguity of cause and effect

What are Threats to Internal Validity?

400

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

Multiple Baseline Across Participants

400

Meets ethical standards, attrition is less likely, and isolates component of experimental treatment that is beneficial

What are the characteristics of Routine/Standard of Care Treatment Control Group?

400

Person that has a hard time focusing in Research Methods

Trick Question! It's all of us.

500

Must be grounded in empirical knowledge, allow formation of hypothesis, be falsifiable

What are the characteristics of a research question?

500

The use of methods that demonstrate that the IV and DV covary and identify strength of co-variation/relationship

What is Statistical Conclusion Validity?

500

Used when one is interested in determining the impact of a specific environment on an individual or small group of individuals

When to use a Single-Case Design?

500

Pairing of control group and experimental group experiences

What is Yoking Control Group?

500

A situation is manipulated across groups, random assignment is used to assign participants to groups, experimental control used to keep variables beyond experimental manipulation constant

What is the definition of a True Experiment?