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Quantitative Data Anaylsis Using the IBM SPSS Statistics Software

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This paper is an illustration of quantitative data analysis using the IBM SPSS Statistics software. It does not provide the details of technical skill to operate SPSS but focuses on developing a set of decisions and actions in order to set up, describe, manipulate and analyse data in the specific context of the study of Jackson and Mullarkey (2000). In order to fulfil the task, this paper illustrates a step-by-step of actions that were made on the data. It also gives the insight into the determination of each step that helps interpret the findings from the data. 1. DATA SET UP IN SPSS It is important to set up the data before conducting further activities on data by using SPSS. The establishment of data needs a preliminary handling of the…show more content…
B, 3 = C, 4 = D Age Age of Participant None Gender Gender 1 = Female, 2 = Male Auto1 Individual Timing Control 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Auto2 Individual Method Control 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Demand4 Production Pressure 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Auto5 Role Breadth 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Demand3 Monitoring Demands 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Auto6 Task Variety 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Demand1 Problem-solving Demands 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Demand5 Production Responsibility 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Demand2 Skill Utilisation 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Auto3 Collective Timing Control 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Auto4 Collective Method Control 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Social1 Social Contact 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Social4 Social Support 1 = Not at all, 2 = A little, 3 = Somewhat, 4 = A lot, 5 = A great deal Social2 Group Cohesiveness 1 = Strongly disagree, 2 = Disagree, 3 = Neither agree nor disagree,
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