What can be concluded from the following chi-square test for independence result, $\chi $²(1, N = 98) = 5.17, p

Question

What can be concluded from the following chi-square test for independence result, $\chi $²(1, N = 98) = 5.17, p < 0.05? A) There is no evidence of dependency between the two variables. B) The variables tested are not dependent on each other. C) One variable causes a difference in the other variable. D) There is evidence of dependency between the two variables.

Quizplus · Accepted Answer

The chi-square test result shows evidence of dependency between the two variables, as indicated by the p-value being less than 0.05. Therefore, we reject the null hypothesis that the variables are independent and conclude that there is a relationship between them.

What Can Be Concluded from the Following Chi-Square Test for Independence