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What does it mean if you cannot rule out internal validity concerns?

User Itsliamoco
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Final answer:

If you cannot rule out internal validity concerns, it means that there are factors within the study that could affect the results and make it difficult to determine causality or draw reliable conclusions.

Step-by-step explanation:

If you cannot rule out internal validity concerns, it means that there are factors within the study that could affect the results and make it difficult to determine causality or draw reliable conclusions.

In an experiment, internal validity refers to the extent to which the study design and methods eliminate alternative explanations for the observed results. Internal validity concerns may arise from confounding variables, limitations in the study design, or issues with the measurement or manipulation of variables.

For example, if a study aims to test the effectiveness of a software program on improving exercise performance, but participants are also simultaneously engaging in a new exercise routine, it becomes challenging to determine whether the improvement is due to the software, the exercise routine, or both. In this case, the internal validity of the study is compromised, and reliable conclusions cannot be drawn.

User Tapas Pal
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