In: Statistics and Probability
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 |
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
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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