Significant Difference between two Means

CHAPTER IV RESULT OF THE INVESTIGATION

4.1 Significant Difference between two Means

In this chapter, I would like to determine the different effectiveness of treatment given to both groups, which was reflected on the means gathered. I would apply the t-test formula to count the difference. The t-test formula is: ⎟ ⎟ ⎠ ⎞ ⎜ ⎜ ⎝ ⎛ + ⎟ ⎟ ⎠ ⎞ ⎜ ⎜ ⎝ ⎛ − + + − = ∑ ∑ y x y x y x N N N N y x M M t 1 1 2 2 2 M x : mean of the control group M y : mean of experimental group ∑x 2 : sum of the square of deviation of the control group ∑y 2 : sum of the square of deviation of the experimental group N x : number of sample of the control group N y : number of sample of the experimental group Arikunto 2002:280 There are three steps in computing the statistical analysis. First is calculating the means scores of the experimental group and the control group. Second is calculating the deviation of each group and finally applying the t-test formula. For the first step, I tried to find the increase of the score in control group between pre-test and post-test. 35 36 The table of the control group Subject Pre-test X1 Post-test X2 Differences X X 2 1 87 100 13 169 2 63 87 24 576 3 60 80 20 400 4 73 67 -6 36 5 83 97 14 196 6 83 80 -3 9 7 67 97 30 900 8 70 87 17 289 9 90 73 -17 289 10 87 90 3 9 11 57 67 10 100 12 90 87 -3 9 13 80 100 20 400 14 70 93 23 529 15 67 87 20 400 16 83 87 4 16 17 67 90 23 529 18 83 70 -7 49 19 67 77 7 49 20 77 83 0 21 70 97 20 400 22 83 90 7 49 23 73 93 20 400 24 60 77 17 289 25 60 70 10 100 26 87 97 10 100 27 87 93 6 36 28 77 93 16 256 29 87 67 -20 400 30 83 90 7 49 31 70 70 0 32 80 93 13 169 33 90 70 -20 400 34 80 83 3 9 35 77 90 13 169 Σ 2678 2972 294 7780 The Mean of the control group is: M x = Nx x ∑ M x = 35 294 M x =8.4 37 Next, the increase of scores of the experimental group is calculated. The table of the experimental group Subject Pre-test Y1 Post-test Y2 DifferencesY Y 2 1 80 77 -3 9 2 67 80 13 169 3 70 100 30 900 4 57 77 20 400 5 70 83 13 169 6 77 87 10 100 7 87 97 10 100 8 80 100 20 400 9 63 90 27 729 10 83 97 14 196 11 57 93 36 1296 12 73 93 20 400 13 87 100 13 169 14 90 97 7 49 15 83 100 17 289 16 90 93 3 9 17 67 83 16 256 18 70 87 17 289 19 67 77 10 100 20 80 97 17 289 21 67 77 10 100 22 63 83 20 400 23 90 100 10 100 24 97 100 3 9 25 77 97 20 400 26 77 90 13 169 27 90 100 10 100 28 83 97 14 196 29 67 87 20 400 30 87 97 10 100 31 67 83 16 256 32 87 97 10 100 33 63 83 20 400 34 83 93 10 100 35 67 90 23 529 ∑ 2663 3182 519 9677 The mean of the experimental group is: M y = Ny y ∑ M y = 35 519 M y =14. 8 38 After calculating the mean of the control group and experimental group, I calculated the deviation of the each group. The computation of the deviation of the control group: X N X X x 2 2 2 Σ − Σ = Σ 35 294 7780 2 2 − = Σx 4 . 5310 2 = Σx The deviation value of the control group is 5310.4 The computation of the deviation of the experimental group: Y N Y Y y 2 2 2 Σ − Σ = Σ 35 519 9677 2 2 − = Σy 97 . 1980 2 = Σy The deviation of the experimental group is 1980.97 Finally, the t-test formula is applied ⎟ ⎟ ⎠ ⎞ ⎜ ⎜ ⎝ ⎛ + ⎟ ⎟ ⎠ ⎞ ⎜ ⎜ ⎝ ⎛ − + + − = ∑ ∑ y x y x y x N N N N y x M M t 1 1 2 2 2 ⎟ ⎠ ⎞ ⎜ ⎝ ⎛ + ⎟ ⎠ ⎞ ⎜ ⎝ ⎛ − + + − = 35 1 35 1 2 35 35 97 . 1980 4 . 5310 8 . 14 4 . 8 t 35 2 68 37 . 7291 4 . 6 ⎟ ⎠ ⎞ ⎜ ⎝ ⎛ + = t 742 . 2 4 . 6 + = t 589 . 2 = t 39

4.2 Test of Significance

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