Question: QUESTION 2 [31 MARKS] The student wants to know whether any relationship exists between the motivational variables. 2.1 Run a correlation test on the motivations
QUESTION 2 [31 MARKS] The student wants to know whether any relationship exists between the motivational variables. 2.1 Run a correlation test on the motivations variables to test the inter-relationship between the variables. Indicate on the results matrix the strongest relationship for each row by highlighting the applicable cells. (2+7=9 marks) 2.2 Based on the results you obtained from Question 2.1, discuss the six (6) strongest relationships and draw a conclusion from your results. (8+2=10 marks) Note to student: Two (2) marks are awarded for stating the test that was conducted, the range of association strengths, and six (6) marks for mentioning the relationships between variables, with two (2) marks being awarded for drawing a conclusion. 2.3 Make use of an appropriate chart to visually represent the association between the variables my friends have the same phone and the phone is the best quality. On the chart, include the appropriate tool to indicate how closely the variables co-vary and the direction and strength of the relationship. (5+2=7 marks) 2.4 Report on the results of the chart you created in Question 2.3 for this particular data set.
| Motivation to Consume | |||||||
| 2.1 | 2.2 | 2.3 | 2.4 | 2.5 | 2.6 | 2.7 | 2.8 |
| 3 | 3 | 4 | 5 | 4 | 3 | 5 | 3 |
| 4 | 4 | 4 | 4 | 4 | 4 | 4 | 4 |
| 5 | 3 | 5 | 5 | 5 | 5 | 5 | 3 |
| 4 | 5 | 3 | 4 | 4 | 4 | 4 | 5 |
| 5 | 4 | 5 | 5 | 4 | 5 | 5 | 4 |
| 4 | 5 | 5 | 5 | 4 | 4 | 5 | 5 |
| 3 | 4 | 5 | 5 | 5 | 3 | 5 | 4 |
| 3 | 3 | 4 | 3 | 5 | 3 | 3 | 3 |
| 4 | 3 | 4 | 4 | 4 | 4 | 4 | 3 |
| 3 | 4 | 4 | 3 | 5 | 3 | 3 | 4 |
| 4 | 4 | 5 | 4 | 4 | 4 | 4 | 4 |
| 4 | 5 | 3 | 5 | 4 | 4 | 5 | 5 |
| 3 | 5 | 4 | 4 | 4 | 3 | 4 | 5 |
| 2 | 4 | 4 | 3 | 4 | 2 | 3 | 4 |
| 3 | 4 | 5 | 4 | 5 | 3 | 4 | 4 |
| 4 | 3 | 4 | 5 | 3 | 4 | 5 | 3 |
| 3 | 3 | 5 | 3 | 5 | 3 | 3 | 3 |
| 2 | 4 | 4 | 4 | 2 | 2 | 4 | 4 |
| 4 | 5 | 5 | 3 | 4 | 4 | 3 | 5 |
| 5 | 4 | 5 | 2 | 5 | 5 | 2 | 4 |
| 4 | 5 | 4 | 4 | 5 | 4 | 4 | 5 |
| 5 | 5 | 4 | 5 | 4 | 5 | 5 | 5 |
| 4 | 5 | 4 | 1 | 5 | 4 | 1 | 5 |
| 4 | 4 | 3 | 4 | 4 | 4 | 4 | 4 |
| 4 | 4 | 5 | 3 | 4 | 4 | 3 | 4 |
| 4 | 3 | 4 | 5 | 3 | 4 | 5 | 3 |
| 5 | 4 | 5 | 4 | 4 | 5 | 4 | 4 |
| 4 | 4 | 5 | 3 | 4 | 4 | 3 | 4 |
| 3 | 5 | 3 | 4 | 5 | 3 | 4 | 5 |
| 3 | 4 | 5 | 3 | 4 | 3 | 3 | 4 |
| 2 | 3 | 5 | 2 | 4 | 4 | 5 | 3 |
| 4 | 4 | 5 | 5 | 4 | 4 | 4 | 4 |
| 5 | 3 | 4 | 4 | 5 | 5 | 5 | 5 |
| 3 | 5 | 4 | 5 | 3 | 4 | 4 | 4 |
| 4 | 4 | 5 | 3 | 5 | 4 | 5 | 5 |
| 5 | 5 | 5 | 4 | 5 | 4 | 5 | 4 |
| 3 | 4 | 4 | 5 | 5 | 5 | 5 | 3 |
| 4 | 3 | 5 | 5 | 4 | 5 | 3 | 3 |
| 3 | 3 | 4 | 4 | 4 | 4 | 4 | 4 |
| 5 | 4 | 5 | 5 | 4 | 5 | 3 | 3 |
| 4 | 4 | 5 | 4 | 5 | 4 | 4 | 4 |
| 5 | 5 | 4 | 4 | 3 | 4 | 5 | 4 |
| 4 | 5 | 5 | 3 | 4 | 4 | 4 | 3 |
| 5 | 4 | 5 | 5 | 4 | 4 | 3 | 2 |
| 4 | 4 | 3 | 2 | 5 | 5 | 4 | 3 |
| 3 | 3 | 4 | 5 | 4 | 3 | 5 | 4 |
| 4 | 3 | 5 | 4 | 5 | 5 | 3 | 3 |
| 5 | 4 | 4 | 4 | 4 | 2 | 4 | 2 |
| 4 | 5 | 4 | 5 | 5 | 4 | 3 | 4 |
| 5 | 4 | 4 | 5 | 5 | 5 | 2 | 5 |
| 4 | 5 | 3 | 4 | 4 | 5 | 4 | 4 |
| 5 | 5 | 5 | 4 | 4 | 4 | 5 | 5 |
| 3 | 5 | 5 | 4 | 4 | 5 | 1 | 4 |
| 4 | 4 | 4 | 3 | 3 | 4 | 4 | 4 |
| 5 | 4 | 4 | 5 | 5 | 4 | 3 | 4 |
| 4 | 3 | 4 | 4 | 4 | 3 | 5 | 4 |
| 3 | 4 | 5 | 4 | 5 | 4 | 4 | 5 |
| 4 | 4 | 4 | 5 | 5 | 4 | 3 | 4 |
| 5 | 5 | 5 | 5 | 3 | 5 | 4 | 3 |
| 3 | 4 | 5 | 3 | 5 | 4 | 3 | 3 |
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