Below are percentages for annual sales growth and net sales attributed to loyalty card usage at 74 Noodles & Company restaurants. Annual Sales Growth (%) and Loyalty Card Usage (% of Net Sales)(n = 74 restaurants) Store Growth% Loyalty% Store Growth% Loyalty% 1 -8.3 2.1 38 7.1 1.6 2 -4.0 2.5 39 7.4 1.8 3 -3.9 1.7 40 7.7 2.2 4 -3.4 2.1 41 7.9 2.2 5 -3.3 2.5 42 8.1 2.8 6 -1.9 3.0 43 8.3 2.4 7 -0.8 2.3 44 8.5 3.1 8 -0.4 2.3 45 8.6 2.2 9 -0.2 2.2 46 8.7 1.3 10 -0.2 2.3 47 8.8 1.8 11 0.5 2.1 48 8.8 2.5 12 0.6 2.5 49 8.9 1.9 13 0.8 2.0 50 9.1 2.0 14 1.9 2.0 51 9.5 2.4 15 2.0 2.0 52 10.2 2.2 16 2.1 2.6 53 10.7 2.2 17 2.8 2.2 54 11.0 0.3 18 2.9 2.1 55 11.3 1.9 19 4.0 1.9 56 11.4 1.9 20 4.0 2.2 57 11.5 2.2 21 4.0 0.7 58 11.7 2.6 22 4.0 2.0 59 11.8 2.2 23 4.2 1.8 60 11.9 2.1 24 4.6 2.1 61 12.5 2.0 25 5.1 2.5 62 12.8 0.9 26 5.1 2.6 63 13.8 1.1 27 5.5 2.0 64 14.1 3.4 28 5.9 2.0 65 14.2 1.2 29 5.9 1.4 66 14.6 2.1 30 6.0 2.0 67 14.9 0.9 31 6.1 2.1 68 15.4 2.2 32 6.1 2.1 69 16.2 1.7 33 6.1 2.7 70 17.2 2.4 34 6.3 2.0 71 18.4 2.8 35 6.6 2.0 72 20.8 1.1 36 6.9 1.6 73 25.5 0.6 37 6.9 1.9 74 28.8 1.8 Click here for the Excel Data File (b) Find the correlation coefficient. (Round your answer to 3 decimal places. A negative value should be indicated by a minus sign.) r (c-1) To test the correlation coefficient for significance at α = 0.05, fill in the following. (Use the rounded value of the correlation coefficient from part b in all calculations. For final answers, round tcalc to 3 decimal places and the p-value to 4 decimal places. Negative values should be indicated by a minus sign.) tcalc p-value
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Below are percentages for annual sales growth and net sales attributed to loyalty card usage at 74 Noodles & Company restaurants.
Annual Sales Growth (%) and Loyalty Card Usage (% of Net Sales) (n = 74 restaurants) |
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Store | Growth% | Loyalty% | Store | Growth% | Loyalty% | ||||||||||||
1 | -8.3 | 2.1 | 38 | 7.1 | 1.6 | ||||||||||||
2 | -4.0 | 2.5 | 39 | 7.4 | 1.8 | ||||||||||||
3 | -3.9 | 1.7 | 40 | 7.7 | 2.2 | ||||||||||||
4 | -3.4 | 2.1 | 41 | 7.9 | 2.2 | ||||||||||||
5 | -3.3 | 2.5 | 42 | 8.1 | 2.8 | ||||||||||||
6 | -1.9 | 3.0 | 43 | 8.3 | 2.4 | ||||||||||||
7 | -0.8 | 2.3 | 44 | 8.5 | 3.1 | ||||||||||||
8 | -0.4 | 2.3 | 45 | 8.6 | 2.2 | ||||||||||||
9 | -0.2 | 2.2 | 46 | 8.7 | 1.3 | ||||||||||||
10 | -0.2 | 2.3 | 47 | 8.8 | 1.8 | ||||||||||||
11 | 0.5 | 2.1 | 48 | 8.8 | 2.5 | ||||||||||||
12 | 0.6 | 2.5 | 49 | 8.9 | 1.9 | ||||||||||||
13 | 0.8 | 2.0 | 50 | 9.1 | 2.0 | ||||||||||||
14 | 1.9 | 2.0 | 51 | 9.5 | 2.4 | ||||||||||||
15 | 2.0 | 2.0 | 52 | 10.2 | 2.2 | ||||||||||||
16 | 2.1 | 2.6 | 53 | 10.7 | 2.2 | ||||||||||||
17 | 2.8 | 2.2 | 54 | 11.0 | 0.3 | ||||||||||||
18 | 2.9 | 2.1 | 55 | 11.3 | 1.9 | ||||||||||||
19 | 4.0 | 1.9 | 56 | 11.4 | 1.9 | ||||||||||||
20 | 4.0 | 2.2 | 57 | 11.5 | 2.2 | ||||||||||||
21 | 4.0 | 0.7 | 58 | 11.7 | 2.6 | ||||||||||||
22 | 4.0 | 2.0 | 59 | 11.8 | 2.2 | ||||||||||||
23 | 4.2 | 1.8 | 60 | 11.9 | 2.1 | ||||||||||||
24 | 4.6 | 2.1 | 61 | 12.5 | 2.0 | ||||||||||||
25 | 5.1 | 2.5 | 62 | 12.8 | 0.9 | ||||||||||||
26 | 5.1 | 2.6 | 63 | 13.8 | 1.1 | ||||||||||||
27 | 5.5 | 2.0 | 64 | 14.1 | 3.4 | ||||||||||||
28 | 5.9 | 2.0 | 65 | 14.2 | 1.2 | ||||||||||||
29 | 5.9 | 1.4 | 66 | 14.6 | 2.1 | ||||||||||||
30 | 6.0 | 2.0 | 67 | 14.9 | 0.9 | ||||||||||||
31 | 6.1 | 2.1 | 68 | 15.4 | 2.2 | ||||||||||||
32 | 6.1 | 2.1 | 69 | 16.2 | 1.7 | ||||||||||||
33 | 6.1 | 2.7 | 70 | 17.2 | 2.4 | ||||||||||||
34 | 6.3 | 2.0 | 71 | 18.4 | 2.8 | ||||||||||||
35 | 6.6 | 2.0 | 72 | 20.8 | 1.1 | ||||||||||||
36 | 6.9 | 1.6 | 73 | 25.5 | 0.6 | ||||||||||||
37 | 6.9 | 1.9 | 74 | 28.8 | 1.8 | ||||||||||||
Click here for the Excel Data File
(b) Find the
r
(c-1) To test the correlation coefficient for significance at α = 0.05, fill in the following. (Use the rounded value of the correlation coefficient from part b in all calculations. For final answers, round tcalc to 3 decimal places and the p-value to 4 decimal places. Negative values should be indicated by a minus sign.)
tcalc | |
p-value |
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