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Question Three Researchers are always interested in the relationships between or among variables. When two variables are related, a desired policy outcome can be achieved.

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Question Three Researchers are always interested in the relationships between or among variables. When two variables are related, a desired policy outcome can be achieved. Table 1 illustrates one of such research outputs. Table 1: Correlation analysis of X and Y Y i ii iii iv V vi Pearson Study the results carefully and explain them in terms of presence of relationship [3 marks] vii Correlation Sig. (2-tailed) N Y nature of the relationship [3 marks] 1.00 450 direction of the relationship [3 marks] the strength and significance of association [3 marks] X 0.625*** 0.000 450 the changes in employee performance that can be attributed to motivation [3 marks] Differentiate between Regression and Correlation analysis [3 marks] Discuss the principle of ceteris paribus [2 marks] DC: ACD01-F004

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