Research Instrument Data Analysis Technique

digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id 33 To collect the data of the study, researcher used test. The pretest and post test was taken on both control and experimental class. The pretest was taken before the Think Pair Share technique using flashcards was implemented and the post test was taken after the Think Pair Share Technique using flashcards was implemented.

E. Research Instrument

To answer the research problem, researcher used test. Test was used as measurement evidence that students’ English speaking skill was improved. The result of the pretest­post test from experimental group had been analyzed, and the result of the post test from both experimental and control group also had been analyzed.

F. Data Analysis Technique

The researcher used statistics to analyze the data. The data obtained from the result of the test was classified as t­ test. Parametric statistics was used to know the result of the hypothesis. The test compared the average of two samples with the interval. 7 It means two sample that had the same of population and sample in the different time. 8 In this study, the researcher wondered the significantly of the research, the researcher used comparative 7 Ibid., p.121 8 Ibid., p.117 digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id 34 hypothesis. Therefore, the researcher used t­test to find the result of the data. In doing the pretest­post test of experimental group, researcher used the following formula: Where: Md = Mean from difference of pretest and post test The Md formula is Md = ∑d N ∑d = Deviation of each subject d­Md = The squared deviations N = Subject of sample Which is if t obs is higher than t cri or can be said if t cri is smaller than t obs, it means that H is rejected and H a is accepted. On the other hand, if t obs is smaller than t cri , or can be said that t cri is higher than t obs, it means that H is accepted and H a is rejected. digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id 35 Finally, to see the difference between the result of experiment and control group, researcher used the t­test by the formula: Where: X 1 = Mean of experimental group X 2 = Mean of control group s 12 = variance of experimental group s 22 = variance of control group n 1 = amount of experimental group n 2 = amount of control group The t obs compared with t cri . If the t obs is higher than t cri , H rejected and H a accepted. On the other hand, if t obs is smaller than t cri , H accepted and H a have be rejected. digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id digilib.uinsby.ac.id 35 CHAPTER IV RESEARCH FINDINGS AND DISCUSSION This chapter discussed the analysis of each activity. The researcher explained the research findings, data analysis and the discussion about findings.

A. Research Findings

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