If a finding is statistically significant one must also interpret data, calculate effect size, and assess practical significance.

If a finding is statistically significant one must also interpret data, calculate effect size, and assess practical significance. Options: (a) True (b) False (c) None of the above (d) All of these ✅ Correct Option: (a) True Explanation (200+ words): Statistical significance only indicates that an effect is unlikely due to chance. Researchers must also examine effect size and practical significance to understand real-world importance. 10 PPSC-Related Facts: 1. Significance ≠ importance 2. Effect size shows magnitude 3. Practical significance matters 4. APA recommends effect sizes 5. P-value alone insufficient 6. Interpretation is essential 7. Used in research reports 8. Helps policy decisions 9. Exam-relevant idea 10. Modern research standard