Optional Activity 3

[amilyahali]

Pearson Correlation:
H0: there is no relationship between Social Anxiety and Study Hours
H1: there is a relationship between Social Anxiety and Study Hours

1. correlation coefficient = -0.9036375
This suggests a very strong, negative correlation between social anxiety and study hours

2. p-value = 0.0003353 < 0.05
Yes, the relationship statistically significant

Chi-Squared Test:
H0: Attendance Level is not associated with whether a student Passed
H1: Attendance Level is associated with whether a student Passed

3. Based on p-value = 0.1612 > 0.05, hence fail to reject H0. Conclude that Attendance Level is not associated with whether a student Passed

4. I think I would prioritize the p-value result when designing academic interventions

[Author]

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