Primary Data Secondary Data

40 properties of order and equal distance between points and withmutually exclusive and exhaustive categories; data that incorporate equally of interval the distance between one measure and next measure. Ratio scale is scale with properties or categorization, order, equal intervals and unique origin; number used as measurements havenumeric value. Table 2.3 Measurement Scales Type of Scale Characteristic of Data Basic Empirical Operation Example Nominal Classification but not order, distance or natural origin Determination of Equity Gender male, female Ordinal Classification and order, but not distance, or natural origin Determination of greater or lesser value Doneness of meatwell, medium well, medium rare Interval Classification, order, and distance but not natural origin Determination of equality of intervals or differences Temperature in Degrees Ratio Classification, order, and natural Origin Determination of equality of ratio Age in years Source: Cooper 2007:312. 41

2. Data Quality Test

To get good results then before the statistical test, data must to be tested using validity and reliability. a. Validity Test . Validity is a characteristic of measurement concerned with the extent that a testmeasures what the researcher actually wishes tool reflect true differences among participantsdrawn from a population Donald Cooper, 2006:765. According to Imam Ghozali Ghozali, 2005:45 the validity of this research is used to measure the legality of a questionnaire. Test validity used to measure the legal valid or unvalid of a questionnaire. A questionnaire is said valid if the questions on the questionnaire is able to reveal something that will be on the questionnaire measure. The total score on test validity of said valid if the number of scores 0.30 sugiono, 2007 : 178.

b. Reliability Test.

Reliability is a characteristic of measurement concerned with accuracy, precision, andconsistency ; a necessary but not sufficient condition for validity if the measure is notreliable, it cannot be valid . Reliability is concerned with estimates of the degree to which ameasurement is free a random or unstable error Donald Cooper, 2006:352

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