Question

In: Statistics and Probability

2. An experiment in teaching introductory biology was conducted at a large university. One section was...

2. An experiment in teaching introductory biology was conducted at a large university. One section was taught by the traditional lecture-lab method, a second was taught by an all lab/demonstration approach with no lectures, a third was taught entirely by a series of videotaped lectures and demonstrations that students were free to view at any time and as often as they wanted. Students were randomly assigned to each of the three sections and, at the end of the semester, random samples of final exam scores were collected from each section. Use the five-step model to determine if there is a significant difference in student performance by teaching method. Test at α=.05. How much of the variation in student performance can be explained by the teaching method?

Lecture Demonstration Videotape
55 56 50
57 60 52
60 62 60
63 67 61
72 70 63
73 71 69
79 82 71
85 88 80
92 95 82

Solutions

Expert Solution

using excel data analysis tool for one factor anova, following o/p Is obtained,

Anova: Single Factor
SUMMARY
Groups Count Sum Average Variance
Lecture 9 636 70.66667 167.75
Demonstration 9 651 72.33333 176.75
Videotape 9 588 65.33 125.50
ANOVA
Source of Variation SS df MS F P-value F crit
Between Groups 240.667 2 120.333 0.768 0.475 3.403
Within Groups 3760.00 24 156.667
Total 4000.67 26

step 1).

Ho: there is no significant difference in student performance by teaching method

H1:there is a significant difference in student performance by teaching method

step 2

F-stat=0.768

step 3

p-value =0.475

step 4)

since, p-value >α=0.05, fail to reject Ho

step 5)

there is not enough evidence to conclude that there is a significant difference in student performance by teaching method at α=0.05

----------------------

variation in student performance can be explained by the teaching method = SS between / SS total = 240.667/4000.67 = 0.0602

so, 6.02% of variation in student performance can be explained by the teaching method


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