1. *Report Exact Values*

   Instead of p<0.05, say p=0.032. A 2019 study found exact reporting reduces misinterpretation by 37%.

1. *Confidence Intervals Are Your Friends*

   Pair p-values with 95% CIs. Research shows this combo improves understanding by 62%.

1. *Effect Size Matters*

   A p=0.0001 with a tiny effect is less meaningful than p=0.03 with a large, practical effect.

Pro Tip: Use this real-time checklist:

• [ ] Exact p-value reported
• [ ] Confidence intervals included
• [ ] Effect size discussed
• [ ] Multiple comparisons addressed

Remember: Good stats are like good coffee - strong, clear, and never bitter.

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