In a study evaluating the effect of a 4-week yoga intervention on fasting blood glucose, measurements are taken on 25 participants before and after the intervention. The appropriate statistical test to compare the mean difference is:
- A Independent samples t-test
- B One-way ANOVA
- C Chi-square test
- D Paired t-test ✓
Correct answer: D. Paired t-test
Explanation
A paired t-test is used when measurements are taken from the same subjects under two different conditions (before and after). The analysis focuses on the within-subject differences. An independent t-test would be used for two separate groups. ANOVA is for comparing more than two groups. Chi-square is for categorical data, not continuous glucose measurements.
Reference: B K Mahajan's Methods in Biostatistics, 7th ed.
High-yield for: NEET PGINI-CETNExTFMGEUSMLEPLABMRCP
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