Preliminary Analysis Statistical Hypothesis

32

CHAPTER IV FINDING AND DISCUSSION

In this chapter, the writer would like to present the description of data which consist of preliminary analysis, the score of both pre-test and post-test between two classes, experimental and controlled class. Furthermore, the description would be followed by the analysis data and discussion.

A. Finding

Based on explanation in the chapter three, this study used quantitative method with quasi-experimental study. Quasi – experimental study is similar to experimental research in that one or more experimental variable are involved and conducted by some treatments. In this study, the writer had four meetings to both experimental and controlled classes. In the first meeting, the writer took pre-test score as the preliminary analysis to know the homogeneity and normality of the classes. Then, after finished the treatment, the writer took the posttest score. Both of the data would be presented in the following description.

1. Preliminary Analysis

a Validity and Reliability test There are 70 questions that conducted in this study as the instrument. But, after the writer have tested the instrument, then there are 51 questions valid. That consist of multiple choice and matching task. Furthermore, the instrument separated into two part as pre-test and post-test each part have 25 items, 15 multiple choice question and 10 matching task question. The items arranged based on standard competence and basic competence which has been determine. The grid was to make the items of the test appropriate with the criteria of the research. The following table contained the result of the calculation. Table 4.1 The Result of Validity of pre-test and Post-test Table 4.2 The Result of Reliability of pre-test Table 4.3 The Result of Reliability of pre-test Based on the description table above, the amount of the subjects were 30 student from each test. So, r table was 0.361 for the significant value of p=0.05. The writer found that from 35 question that were tested, for pre-test, there were 26 valid questions and 9 questions were not valid. The valid number were 1, 2, 3, 6, 8, 11, 12, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 30, 31, 32, 34, 35. Then, there were 25 valid questions and 10 were not valid for the post-test. The valid number were 1, 2, 3, 5, 6, 7, 11, 12, 15, 16, 17, 18, 19, 20, 21, 23, 24, 25, 26,

27, 28, 29, 30, 34, 35. see appendix.

So, for this try out, the Conbarch’s Alpha was 0. 902 for pre-test and 0.891 for post-test. It means that the instrument not only valid but also reliable.The writer conducted normality and homogenity before analyzing the data with t-test. Pre-Test Post-Test Total items tested 35 35 Total subject 30 30 Total significant items 26 25 Reliability Statistics Cronbachs Alpha N of Items ,902 35 Reliability Statistics Cronbachs Alpha N of Items ,891 35 b Normality The normality test is performed using Kolmogriv Smirnnov and Shapiro- Walk. It used to determine if the distribution of the data from sample is normal. The test was done for both classess. Table below show how the data analyzed and interpreted t test the normality data. - Normality of Pre-test Table 4.4 The Result of Normality Test of the Pre-test Tests of Normality Class Kolmogorov-Smirnov a Shapiro-Wilk Statistic df Sig. Statistic df Sig. Score Experimental Class .192 22 .074 .931 22 .128 Controlled Class .169 22 .105 .934 22 .149 a. Lilliefors Significance Correction The table 4.3 was showed both Kolmogorov. Smirnov and Shapiro test. From Kolmogorov. Smirnov showed that sig. value of the pre-test of the experimental class is 0.074 then sig. value of the pre-test of controlled class is 0.105 . Meanwhile, minimum aplha α value is 0,05 for each sig. value of the pre- test. Therefore, sig value of the pre-test of the experimenta l class is bigger than α 0.074 0.05 and sig. value of the pre-test of the controlled class also bigger than α 0.105 0.05, it means that the samples of both classes were from normal distributed population. In addition, Based on Shapiro. Wilk test, it also showed that sig. α. From the experimental class 0.128 0.05 and from the controlled class 0.149 0.05. In summary, the classes are normal - Normality of Post-test Table 4.5 The Result of Normality Test of The Post-test Tests of Normality Class Kolmogorov-Smirnov a Shapiro-Wilk Statistic df Sig. Statistic df Sig. Score Experimental Class .150 22 .200 .928 22 .109 Controlled Class .201 22 .102 .944 22 .235 a. Lilliefors Significance Correction The table 4.4 was showed both Kolmogorov. Smirnov and Shapiro test. From Kolmogorov. Smirnovs howed that sig. value of the post-test of the experimental class is 0.200 then sig. value of the post-test of controlled class is 0.102 . Meanwhile, minimum aplha α value is 0,05 for each sig. Value of the post-test. Therefore, sig value of te post-test of the experimental class is bigger than α 0.200 0.05 and sig. value of the post-test of the controlled class also bigger than α 0.102 0.05, it means that the samples of both classes were from normal distributed population. In addition, Based on Shapiro. Wilk test, it also shows that sig. α. From the experimental class 0.109 0.05 and from the controlled class 0.235 0.05. In summary, the classes are normal. - Normality of Gained Score Table 4.6 The Result of Normality Test of Gained Score Tests of Normality Class Kolmogorov-Smirnov a Shapiro-Wilk Statistic df Sig. Statistic df Sig. Score Expeimental Class .173 22 .084 .932 22 .137 Controlled Class .160 22 .148 .934 22 .146 a. Lilliefors Significance Correction The table 4.4 was showed both Kolmogorov. Smirnov and Shapiro test. From Kolmogorov. Smirnov showed that sig. value of the gained score of the experimental class is 0.084 then sig. value of the gained score of controlled class is 0.148 . Meanwhile, minimum aplha α value is 0,05 for each sig. value of the gained score. Therefore, sig value of the pre-test of the experimental class is bigger than α 0.084 0.05 and sig. value of the gained score of the controlled class also bigger than α 0.148 0.05, it means that the samples of both classes were from normal distributed population. In addition, Based on Shapiro. Wilk test, it also showed that sig. α. From the experimental class 0.137 0.05 and from the controlled class 0.146 0.05. In summary, the classes are normal. c Homogeneity Homogenity test is used to wether the data from two classes have same variant in order that the hypothesis can be tastes by t-test. - Homoneity of Pre-Test Table 4.7 Test of Homogeneity of Pre-test Levene Statistic df1 df2 Sig. Score Based on Mean .844 1 42 .363 Based on Median .341 1 42 .562 Based on Median and with adjusted df .341 1 41.327 .562 Based on trimmed mean .760 1 42 .388 The table gave the information about homogeneity using Levene’s test. It showed that the rows beased on sig. value based on mean is 0.363 which is above α 0.3630.05. It means that both classes are homogent. - Homoneity of Post-Test Table 4.8 Test of Homogeneity of Post-test Levene Statistic df1 df2 Sig. Score Based on Mean .023 1 42 .880 Based on Median .020 1 42 .887

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