The presence of student-owned information and communication technologies (smartp
ID: 3150991 • Letter: T
Question
The presence of student-owned information and communication technologies (smartphones, laptops, tablets, etc.) in today's college classroom creates learning problems when students distract themselves during lectures by texting and using social media. Research on multitasking presents clear evidence that human information processing is insufficient for attending to multiple stimuli and for performing simultaneous tasks.
To collect data on how multitasking with these technologies interferes with the learning process, a carefully-designed study was conducted at a mostly residential large public university in the Northeast United States. Junco, R. In-class multitasking and academic performance. Computers in Human Behavior (2012)
At the beginning of a semester a group of students who were US residents admitted through the regular admissions process and who were taking the same courses were selected based on their high use of social media and the similarities of their college GPA's. The selected students were randomly assigned to one of 2 groups:
group 1 students were told to text and use Facebook during classes in their usual high-frequency manner;
group 2 students were told to refrain from any use of texting and Facebook during classes.
At the conclusion of the semester the semester GPA's of the students were collected. The results are shown in the table below.
Do texting and Facebook use during class have a negative affect on GPA? To answer this question perform a hypothesis test with
H0: 12 = 0
where 1 is the mean semester GPA of all students who text and use Facebook frequently during class and 2 is the mean semester GPA of all students who do not text or use Facebook during class.
Question 1. What is the value of the test statistic for this hypothesis test?
Question 2. What is the P-value for this hypothesis test?
P-value (use 4 decimal places)
IN-CLASS MUTLITASKING STUDY Frequent Facebook Use and Texting No Facebook Use or Texting x1 = 2.87 x2 = 3.16 s1 = 0.67 s2 = 0.53 n1 = 65 n2 = 65Explanation / Answer
H0: 12 = 0
Ha: mu1-mu2 <0
One tailed test
The mean of Group One minus Group Two equals -0.2900
95% confidence interval of this difference: From -0.4997 to -0.0803
t = -0.2900/ 0.106 = 2.7369
df = 65+65 -2 = 128
standard error of difference = 0.106
p value = .003542.
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