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Single-Group Threats to Internal Validity

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Single-Group Threats to Internal

Validity

The Single Group Case

Two designs:

The Single Group Case

Two designs:



Administer Measure

program outcomes



X O

The Single Group Case

Two designs:



Administer Measure

program outcomes



X O

Measure Administer Measure

baseline program outcomes



O X O

The Single Group Case

Alternative

Two designs: explanations





Administer Measure

program outcomes



X O Alternative

explanations





Measure Administer Measure

baseline program outcomes



O X O

Alternative

explanations

Example





 Compensatory education in math for 1st

graders

 Pre-post single group design

 Measures (O) are standardized

achievement tests (at start of grade 1

and start of grade 2; Forms A & B)

History Threat





Pretest Program Posttest







O X O

 Any other event that occurs between

pretest and posttest

 For example, kids pick up math

concepts watching Sesame Street

Maturation Threat





Pretest Program Posttest







O X O

 Normal growth between pretest and posttest.

 They would have learned these concepts

anyway, even without program.

Testing Threat





Pretest Program Posttest







O X O

 The effect on the posttest of taking the

pretest

 May have “primed” the kids or they may have

learned from the test, not the program

Instrumentation Threat





Pretest Program Posttest







O X O

 Any change in the test from pretest and

posttest

 For example, change due to different

forms of test, not to program

Mortality Threat





Pretest Program Posttest







O X O

 Nonrandom dropout between pretest

and posttest

 For example, kids “challenged” out of

program by parents or teachers

Regression Threat





Pretest Program Posttest







O X O

 Group is a nonrandom subgroup of

population.

 For example, mostly low-math kids will

appear to improve because of regression to

the mean.

Regression Threat





Pretest Program Posttest







O X O



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