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Internal & External Validity
Internal & External Validity
17
Education
Graduate
11/04/2010

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Term
Internal Validity
Definition
Internal Validity exists if the observed effects of the independent variable on the dependent variable are real and not caused by extraneous factors.
Term
External Validity
Definition
External Validity is concerned with the ability to generalize the study results to other groups and settings beyond those in the current experiment.
Term
History Effect
Definition

A History Effect threatens internal validity when events occur between the pretest and posttest of a research study that could affect participants in such a way as to impact the dependent variable.

 

The best way to control for the history effect is to use a control group that is not exposed to such events.

Term
Maturation Effect
Definition

A maturation effect occurs when changes are seen in subjects because of the time that has elapsed since the study began and that may not be the result of any program effects.

 

A control group can eliminate this threat to internal validity.

Term
Testing Effect
Definition

A testing effect occurs when participants learn from the pretest and are "test wise" for the posttest.

 

Use of a control group that does not receive any pretest will reduce this threat to internal validity.

Term
Selection Bias
Definition

Selection Bias may be present when individuals are selected in a nonrandom manner.

 

The threat of selection bias can be somewhat controlled by recruiting volunteers then randomly assigning them to groups, by matching participants on selected characteristics than randomly assigning them to groups, and by pretesting groups on measures of the dependent variable to make sure there are no pretreatment differences between groups.

Term
Selection Maturation Effect
Definition

A Selection Maturation Effect occurs when using intact groups that vary in their maturation level.

 

Pretesting and/or prescreening groups on maturity levels is a way to avoid this threat to internal validity.

Term
Statistical Regression
Definition

Statistical Regression concerns occur when participants are selected on the basis of their extremely high or low scores.

 

To help with this concern to internal validity, random samples representing the full range of scores could be used.

Term
Mortality/Attrition
Definition

The Mortality/Attrition effect happens when participants die, can no longer participate, or move away without leaving contact information.

 

Obtaining good demographic information before the study can help, as well as determining if the group makeup has changed at the end of the study.

Term
The Hawthorne Effect
Definition

A Hawthorne Effect occurs when participants' attitudes toward being involved in a study affect the way they behave.

 

To control for the Hawthorne Effect, a researcher may try to provide the control group with some type of special treatment that is comparable to the experimental group but would not have a direct impact on the dependent variable.

Term
The Placebo Effect
Definition

A Placebo Effect is caused by participants' expectations rather than by any provided treatment.

 

To control for a placebo effect, the researcher tries to make sure that those in both the control and experimental groups receive the same information so that both groups would have similar expectations.

Term
Diffusion Effect
Definition

A Diffusion Effect occurs when the treatment being applied to one group spills over or contaminates another group.

 

Controlling for a diffusion effect would require using a control group that has no communication with the experimental group.

Term
Location Effect
Definition

A Location Effect occurs when there are differences in the locations where interventions take place.

 

The researcher should try to do everything possible to minimize location differences that could impact the dependent variable.

Term
Implementation Effect
Definition

An Implementation Effect involves the individual or individuals responsible for implementing the experimental treatment and the possibility that they may inadvertently introduce inequality or bias into the study.

 

To control for this effect, the researcher should have someone other than the program developer present the program.  The person should be neutral and not have a vested interest in the outcome of the study.

Term
Selection Treatment Interaction
Definition

The Selection Treatment Interaction concerns the ability of a researcher to generalize the results of a study beyond the groups involved in the study.

 

Results should only be generalized to the population who could have been chosen randomly to participate.

Term
Setting Treatment Interaction
Definition

The Setting Treatment Interaction concerns the extent to which the environmental conditions or setting under which an experimental study was conducted can be duplicated in other settings.

 

The researcher should be try to make sure the environmental conditions do not effect the results of the study or could be duplicated.

Term
History Treatment Interaction
Definition

The History Treatment Interaction develops when the researcher tries to generalize findings to past and future situations.

 

The researcher should not assume that results will be the same in the future as they were in the past.

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