Internal Validity is the approximate truth about
inferences regarding cause-effect or causal relationships. Thus, internal validity is only
relevant in studies that try to establish a causal relationship. It's not relevant in most
observational or descriptive studies, for instance. But for studies that assess the
effects of social programs or interventions, internal validity is perhaps the primary
consideration. In those contexts, you would like to be able to conclude that your program
or treatment made a difference -- it improved test scores or reduced symptomology. But
there may be lots of reasons, other than your program, why test scores may improve or
symptoms may reduce. The key question in internal validity is whether observed changes can
be attributed to your program or intervention (i.e., the cause) and not to
other possible causes (sometimes described as "alternative explanations" for the
outcome).

One of the things that's most difficult to grasp about internal validity is that it is
only relevant to the specific study in question. That is, you can think of internal
validity as a "zero generalizability" concern. All that internal validity means
is that you have evidence that what you did in the study (i.e., the program) caused what
you observed (i.e., the outcome) to happen. It doesn't tell you whether what you did for
the program was what you wanted to do or whether what you observed was what you wanted to
observe -- those are construct validity concerns. It is possible to have internal validity
in a study and not have construct validity. For instance, imagine a study where you are
looking at the effects of a new computerized tutoring program on math performance in first
grade students. Imagine that the tutoring is unique in that it has a heavy computer game
component and you think that's what will really work to improve math performance. Finally,
imagine that you were wrong (hard, isn't it?) -- it turns out that math performance did
improve, and that it was because of something you did, but that it had nothing to do with
the computer program. What caused the improvement was the individual attention that the
adult tutor gave to the child -- the computer program didn't make any difference. This
study would have internal validity because something that you did affected something that
you observed -- you did cause something to happen. But the study would not have
construct validity, specifically, the label "computer math program" does not
accurately describe the actual cause (perhaps better described as "personal adult
attention").
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