Validity Test Instrument Research Test

8

2. Reliability Test

If the validity test is already done, the next step is doing reliability test. Reliability tests are used to test how consistent the answers given by respondents in the questionnaires given Algifari, 2015. Reliability test conducted with Cronbach Alpha formula: ∑ ∑ Table 3.1 Criteria of Reliablity Coefficient Based on Guilford Source: Basuki, 2015 Data can be said reliable if the Cronbach Alpha r 11 at least at 0.8. But there also are found Croanbach Alpha at 0.6 can be said reliably Algifari, 2015.

E. Data Analysis

1. Descriptive Analysis for Interview

Descriptive research can be either quantitative or qualitative. It can involve collections of quantitative information that can be tabulated along a continuum in numerical form, such as scores on a test or the number of times a person chooses to use a-certain feature of a multimedia program, or it can describe categories of information such as gender or patterns of Value Explanation r 11 0,20 Very Low 0,20 r 11 0,40 Low 0,40 r 11 0,70 Moderate 0,70 r 11 0,90 High 0,90 r 11 0,100 Very High 9 interaction when using technology in a group situation. Descriptive research involves gathering data that describe events and then organizes, tabulates, depicts, and describes the data collection. It often uses visual aids such as graphs and charts to aid the reader in understanding the data distribution. Because the human mind cannot extract the full import of a large mass of raw data, descriptive statistics are very important in reducing the data to manageable form. When in-depth, narrative descriptions of small numbers of cases are involved, the research uses description as a tool to organize data into patterns that emerge during analysis. Those patterns aid the mind in comprehending a qualitative study and its implications. Data analysis techniques in qualitative research through a procedure that has been done by many experts qualitatively. The procedure is undergoing data collection, data input, data analysis, conclusion and verification, and ending with the form of the findings in narrative form Herdiansyah, 2010. 2. Likert scale This study use likert skale as the data analysis in quantitative method. In response to the difficulty of measuring character and personality traits, developed a procedure for measuring attitudinal scales Likert, 1932. The original Likert scale used a series of questions with five response alternatives: strongly approve 1, approve 2, undecided 3, disapprove 4, and strongly disapprove 5.

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