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The effect of X on Y depends on Z.

Loss of subjects varies across experimental conditions.

An experiment in which two or more variables are manipulated.

A potential threat to validity when subjects are selected on the basis of their extreme scores on the dependent variable.

May be confounded with the independent variable when a single group is studied over an extended period of time.

Controls for the effects of history in a trend analysis by comparing a group exposed to the treatment with other groups that are not.

May occur when measurement of the dependent variable varies over time or experimental conditions.

A threat to internal validity when a single group is measured at two or more points in time.

Randomization rules out this threat to internal validity.

Resembles the one-group pretest-posttest design except multiple observations are made before and after the treatment.

A matter of how well an experiment controls for the effects of extraneous variables.

Pretests and posttests are administered to experimental conditions but random assignment is not possible.

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