Delete items with outer loading > 0.7 in order to get discriminant validity

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Rhianon Allen

That sounds like p-hacking to me.

Dorottya Őri

I agree with Rhianon Allen.

Discriminant validity tests whether concepts or measurements that are not supposed to be related are actually unrelated. Therefore, it seems your variables related to each other, so the tests might not measure theoretically different concepts.

Significant results look pretty, but it is also informative and important to present if two things do not differ statistically significantly from one another.