Statistical Hypotheses RESEARCH METHODOLOGY

34

CHAPTER IV RESEARCH FINDINGS AND DISCUSSIONS

This chapter discusses the research findings from which the data were collected and analyzed. The discussion is distributed into data description of critical thinking ability and Comprehension reading ability, data analysis and hypotheses test.

A. Data Description

1. Critical Thinking Ability Data

The ability of students’ citical thinking of SMA Kharisma Bangsa was determined by calculating the number of correct answer of the critical thinking test. The answer then is analyzed and scored. This figure below is the illustration of the critical thinking ability data: Figure 4.1 Histogram of the Students’ Score Frequency of Critical Thinking Test The Figure 4.1 above shows that from 35 participants who did the critical thinking test, the most frequently appeared score mode are the group score of interval 70 —75, there are 8 students. Beside, there are 2 participants who got the highest score in the interval of 90 —95. The lowest score of critical thinking test is in the interval of 40 —45 with only one student. Moreover, the descriptive statistic of students critical thinking ability data was described more detail in the following table: Table 4.1 The Descriptive Statistic of Critical Thinking Ability Data Mean 73.071 Median 72.500 Maximum 92.5 Minimum 42.5 Range 50,0 Interquartil Range 15.0 Standard Deviation 1 0.6081 Variance Coefficient 112.532 Skewness .526 Standard Error Skewness .398 Kurtosis .799 Standard Error Kurtosis .778 From the table above, it reveals the data of students’ critical thinking ability based on the descriptive statistic. It is indicated by the mean, median, maximum and minimum score. In this case, the average score mean of the critical thinking data is 73.071 and the middle point median score is 72.5. Meanwhile, the minimum score of students critical thinking ability is 42.5 and the maximum score is 92.5. Next, the range of critical thinking ability score is 50.0. In addition, the dispersion or variabilit y distribution of students’ critical thinking is indicated by the standard deviation, variance coefficient, skewness and kurtosis. Based on the table 4.1 it shows that the standard deviation of critical thinking data is 10, 6081.Next, the variance coefficient score is 112.532, while, the skewness score is –.526. The kurtosis score as shown in the table above is .799. The description, table and the figure presented above clearly represent the statistical data of students’ critical thinking ability in SMA Kharisma Bangsa. It describes the mean, median, range and the mode score, as well as the standard deviation and variance coefficient score.

2. The Comprehension Reading Skill Data

The comprehension reading ability of students of SMA Kharisma Bangsa is determined by the test of reading comprehension that is conducted directly after critical thinking test. Table 4.2 The Descriptive Statistic of Comprehension Reading Data of Rater Descriptive Statistics Rater Mean 76.2 Median 76.0 Mode 82.0 Maximum 89.0 Minimum 64.0 Descriptive Statistic Rater Range 25.0 Standard Deviation 5.9597 Variance 35.518 Skewness .126 Standard Error of Skewness ,398 Kurtosis -,454 Standard Error of Kurtosis ,778 Sum 2667,0 Based on the table 4.2 represented above, it shows the central tendency of reading comprehension ability. It indicates that the score appears the most mode score is 82.0; while, the mode score given by the second rater is 73.0. Next, it is