Do I have to report non-significant results?
Yes. Selectively reporting only significant findings misrepresents what you did and is a research integrity problem rather than a stylistic choice. A well-handled null result with attention to power and effect size is perfectly respectable.
This comes up on Interpreting and Reporting Results, where it is answered in the context of the work itself.
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