The PMHNP submitted an original research paper to a journal for publication, but it was rejected due to lack of internal validity. Which of the following most accurately defines internal validity?

The likelihood of an event occurring.

How the values are dispersed around the mean.

When the independent variable caused a change in the dependent variable.

When the sample is representative of the population and the results can be generalized.