Hypothesis Testing Data Analysis Technique

b. Multiple Regression Analysis Multiple regression used to determine the influences of Moving Class Implementation and Accounting Classrooms Facilities on Students Learning Motivation in Accounting Learning Hypothesis 3. The steps in Regression Analysis are: 1 Make a two-predictor regression equation Formula: Notes: Y = Criterion X 1 X 2 = Predictor 1 and 2 a 1 a 2 = Coefficient Predictors 1 and 2 K = Constant Numbers Sutrisno Hadi, 2004:18 2 Empulate the determinant coefficient between the criterion Y with predictors X 1 and X 2. Formula: Notes: R y1,2 = correlation coefficient between X 1 and X 2 with Y 1 a = predictor coefficients of X 1 2 a = predictor coefficients of X 2 Σx 1 y = number of products between X 1 with Y Σx 2 y = number of products between X 2 with Y Σy 2 = sum of squares criterion Y Sutrisno Hadi, 2004: 22 3 F-test Formula: Notes: F reg = F score of regression line N = Cases count m = Predictor count R = Correlation coefficient between the criterion with predictors Sutrisno Hadi, 2004: 23 After obtaining the empulation, then the F emp score compared with F table at significance level of 5. If the F emp is greater than or equal to F table at significance level of 5, the hypothesis is accepted. Otherwise, if F emp is smaller than F table at significance level of 5, the hypothesis is rejected. 4 Relative Contribution and Effective Contribution a Relative Contribution Relative contribution is a percentage ratio given by the independent variables to the dependent variable and the other independent variables. Relative contribution shows the magnitude of relative contribution of each predictor to the criterion for prediction purposes. Formula: Notes: SR = Relative Contribution Predictors a 1 = Coefficient Predictors X 1 a 2 = Coefficient Predictors X 2 x 1 y = Number of Products between X 1 with Y x 2 y = Number of Products between X 2 with Y Sutrisno Hadi, 2004:37 b Effective Contribution Effective contribution is a predictor contribution that is empulated from overall regression effectiveness to be an effective contribution regression. Effective contribution is used to determine the magnitude of contribution effectively of each predictor to the criterion by also considering the other independent variables that were not examined. Formula: Note: SE X 1 = Effective Contribution X 1 SE X 2 = Effective Contribution X 2 SR X 1 = Relative Contribution X 1 SR X 2 = Relative Contribution X 2 R 2 = Coefficient of Determination Sutrisno Hadi, 2004:39 74

CHAPTER IV RESEARCH RESULT AND DISCUSSION

This chapter will discussed the results of research that has been conducted, include a description of the data, a prerequisite analysis test, the testing of hypotheses, a discussion of the research results and research weaknesses.

A. Description of Research Data

1. Description of General Data

A school that is used in this research is SMA Negeri 1 Cilacap which is located at Jl. Jend. M.T Haryono 730 Cilacap. Originally, this school is only Private high school A and C, which stood in 1958. By SK Ministry of Education and Culture dated June 11, 1959 No. 27SKB.II, private high school A and C is changing the status of a State High School Sections A, B, C Cilacap which later became SMA Negeri 1 Cilacap. SMA Negeri 1 Cilacap has the vision and mission, the vision and mission are: The Vision of SMA Negeri 1 Cilacap Superior in Achievement, Competitiveness, National Spirit, Global Perspective Based on Faith and Devotion The Mission of SMA Negeri 1 Cilacap 1 Embodies an intelligent and competitive graduates, 2 Embodies the achievements in the National Science Olympiad, 3 Embodies the achievement in International Science Olympiad, 4 Embodies the achievement in Higher Education Selection, 5 Embodies the achievement in Art Contest, 6 Embodies the achievement in Sports Contest, 7 Embodies the achievements in Scientific Writing Competition, 8 Embodies the religious values in school life, 9 Embodies the school community with a national paradigm, 10 Embodies the development of adaptive and proactive curriculum. The information obtained from observation through direct observation and explanation that provided by the school are: a Physical Condition of The School Based on the observation, obtained the information about SMA Negeri 1 Cilacap, namely: Name of School : SMA Negeri 1 Cilacap School Address : Jalan Jend M.T Haryono 730 Cilacap 53214 Phone : 0282 533765 Website :sman1clp.com Since implementing the Moving Class system, the classrooms in SMA Negeri 1 Cilacap named according to subjects. The total of classrooms at SMA Negeri 1 Cilacap about 30 classes. b The Potential of Students SMA Negeri 1 Cilacap has implemented the curriculum of 2013, so the majors began in grade X. This school have 3 courses, namely Natural Science, Social Science and Language. Each grade consists of 12 classes. The Natural Science program consists of 7 classes, Social Science program consists of 4 classes, and Language program has 1 class. The average number of students in each class is about 22 students. For each subject, the minimum standard that must be achieved by the students is about 75 to 80. SMA Negeri 1 Cilacap is one of the favorite school that have a lot of sudents who have the achievements from the district level to the International level. In addition, there are a lot of students or graduates who obtained a scholarship both within and outside the country. About 70 - 80 graduates of SMA Negeri 1 Cilacap were accepted at the State Universities. SMA Negeri 1 Cilacap has a Leader Class program which featured classes for the best students representing all districts in Cilacap. The program initiated by the Regent of Cilacap for scoring leaders through education. Program Leader Class stationed at the high school level in SMA Negeri 1 Cilacap while in junior high school SMP Negeri 1 Cilacap. Not only in academic but the non-academic potential of students were also developed, about 24 extracurriculars held to support the interest and talent of students. From the extracurricular activities, there are a lot of students who obtains achievement in various championship. c The Potential of Teachers The whole teacher in SMA Negeri 1 Cilacap has a minimum education level of S1. The number of teachers in SMA Negeri 1 Cilacap is about 65 teachers. Teachers in SMA Negeri 1 Cilacap are constantly improving their competence through various programs such as Training, Seminar and Workshop. Teachers are also actively developing a proposal of Classroom Action Research CAR to improve their pedagogic and professionalism competence. d The Potential of Employees To support the learning activities in schools that goes well, then required the employees who work professionally. Employees at SMA Negeri 1 Cilacap consist of 24 people who work at the Administration, Library, Laboratory, Cooperative, Cleanliness and Security. e Facilities SMA Negeri 1 Cilacap have the adequate facilities that supporting the learning activities in school. The school has 30 classrooms adapted