Reliability Instrument Test Instruments

54 Tabel 8. The Result of Validity Instruments Variable Total of items Total Invalid number items Invalid item number Total Valid number items Locus of Control X1 30 3 2,3,4 27 Student Perceptions of Teacher Teaching Methods X2 30 11 3,5,14 16,20,22 23,25,29 30 19 Parents Concern X3 25 7 11,12,13 14,18,20 24 18 Source. The primary data source has processed. The items fall or not valid have removed and the items are valid according to researcher is still represented each indicator that wants disclosed, so that the instrument is still eligible to use.

2. Reliability Instrument

The second requirement of a good instrument was to be reliable. The reliability refers to the definition that an instrument was credible as the data collection tools because since the instrument was good Suharsimi Arikunto, 2010: 221. An instrument was said reliable if it is used to measure the same phenomenon in different time will show the same results. Testing the reliability of instruments used Alpha Cronbach formula, as the questionnaire has no answer that is false or zero. The Alpha Cronbach formula used to find the instrument reliability scores instead of 1 and 0, for example, a questionnaire or subject test. The Alpha Cronbach formula was as follows: 55 r 11 Description: r 11 = instrument reliability k = the number of the questions ∑α 2 b = the number of variance items α 2 t = total variance Suharsimi Arikunto, 2010: 239 Furthermore, the calculations results are interpreted with tables provide guidelines for the interpretation of the correlation coefficient. Here was the guidelines table: Table 9. Guidelines for Providing Interpretation with Correlation Coefficient Interval Coefficient Interpretation 0,00-0,199 Very low 0,20-0,399 Low 0,40-0,599 Enough 0,60-0,799 Strong 0,80-1,000 Very strong Sugiyono, 2015: 257 The Instrument will be reliable if the coefficient alpha was more than or equal to 0.600. Conversely, if the reliability is less than 0,600 the instrument is unreliable. Reliability test results by utilizing the using data processing application programs . The conclusion of instrument Locus of Control, Student Perceptions of Teacher Teaching Methods and Parents Concern are reliable. Those results can be seen in the following table: 56 Table 10. The Result of Reliability Instruments No Variable Instruments Alpha Cronbach Coefficient Reliability Description 1 Locus of Control X1 0,615 Strong 2 Students Perceptions of Teacher Teaching Methods X2 0,820 Very Strong 3 Parents Concern X3 0,879 Very Strong Source. The primary data source has processed

I. Data Analysis Techniques

1. Data Description