question archive The result for a Pearson's r for students' perceived learning and their sense of community was, r(45) =
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The result for a Pearson's r for students' perceived learning and their sense of community was, r(45) = .72, p = .02. What can the researcher conclude?
Group of answer choices
There is no statistical significant relationship between perceived learning and their sense of community
There is a weak statistical significant, positive relationship between perceived learning and their sense of community.
There is a strong statistical significant, negative relationship between perceived learning and their sense of community.
There is a strong statistical significant, positive relationship between perceived learning and their sense of community.
There is a weak statistical significant, positive relationship between perceived learning and their sense of community.
Step-by-step explanation
Since p-value = 0.02 is less than 0.05, it means that we reject the null hypothesis that the Pearson's correlation coefficient is zero, i.e. H0?:r=0. It means that Pearson's correlation coefficient is significantly different from zero and conclude that there is statistical significant relationship between perceived learning and their sense of community.
The value of Pearson's correlation coefficient r = 0.72. Since 0.72 is a positive value and it is not close to 1 therefore, there is a weak positive relationship between perceived learning and their sense of community.