Two researchers conducted a study in which two groups of students were asked to answer 42 trivia questions from a board game. The students in group 1 were asked to spend 5 minutes thinking about what it would mean to be a professor, while the students in group 2 were asked to think about soccer hooligans. These pretest thoughts are a form of priming. The 200 students in group 1 had a mean score of 26.3 with a standard deviation of 4, while the 200 students in group 2 had a mean score of 18.7 with a standard deviation of 3.3. Complete parts (a) and (b) below
(a) Determine the 95%confidence interval for the difference in scores, μ1−μ2. Interpret the interval.
(b) What does this say about priming?
solution:-
given that
group 1
x1 = 26.3 , s1 = 4 , n1 = 200
group 2
x2 = 18.7 , s2 = 3.3 , n2 = 200
degree of freedom df = (n1+n2)-2 = (200+200)-2 = 398
we look into t table with df = 398 and with 95% confidence level
critical value t = 1.966
(a) confidence interval
formula
=> (x1-x2) +/- t * sqrt(s1^2/n1 + s2^2/n2)
=> (26.3-18.7) +/- 1.966 * sqrt((4^2/200) + (3.3^2/200))
=> (6.879 , 8.321)
Interpret the interval
=> the researchers are 95% confident that the difference of the means is in the interval
(b) What does this say about priming
=> since the 95% confidence interval does not contain zero, thr results suggest that priming does have an effect on scores
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