Bill wants to explore factors affecting work stress. He would like to examine the relationship between age, number of years at the workplace, perceived social support, and work stress. He collects data on the variables from 100 employees (males and females) working in banks. The research question is How accurately can work stress be predicted from linear combination of the predictors (age, social support, number of years at the workplace)? Conduct a multiple regression analysis to answer the following questions: What is the relationship of age, number of years, and social support with work stress? Is the regression significant? If yes, what does it indicate?

Trigonometry (MindTap Course List)
10th Edition
ISBN:9781337278461
Author:Ron Larson
Publisher:Ron Larson
Chapter6: Topics In Analytic Geometry
Section6.4: Hyperbolas
Problem 5ECP: Repeat Example 5 when microphone A receives the sound 4 seconds before microphone B.
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Bill wants to explore factors affecting work stress. He would like to examine the relationship between age, number of years at the workplace, perceived social support, and work stress. He collects data on the variables from 100 employees (males and females) working in banks.

The research question is

How accurately can work stress be predicted from linear combination of the predictors (age, social support, number of years at the workplace)?

Conduct a multiple regression analysis to answer the following questions:

What is the relationship of age, number of years, and social support with work stress?

Is the regression significant? If yes, what does it indicate?

 

A
B
D
E
1 AGE
No of YRS Social Supoot Wark stress
2
3
4.
5
25
23
11
29
5
29
10
43
20
20
26
44
20
15
24
6
50
19
9
31
7.
49
20
22
33
8
50
21
11
34
9
53
22
12
32
10
24
29
15
11
35
25
26
12
33
5
21
24
13
27
30
23
14
51
25
8
31
15
49
22
13
28
16
45
21
16
25
17
24
29
10
18
39
10
1
3
25
23
19
24
30
11
20
27
23
18
21
29
4
28
14
22
40
13
13
23
23
41
16
25
25
24
49
20
21
23
25
26
60
33
14
30
59
30
12
33
27
62
33
10
29
28
55
20
18
27
29
28
3
26
12
30
29
4
24
14
31
30
4
25
27
32
31
5
23
24
33
34
32
4
27
33
39
23
29
35
34
3
21
22
36
35
6
25
23
37
46
20
33
38
57
29
20
33
39
30
4
26
26
40
49
13
17
33
41
40
16
25
28
42
32
29
21
43
42
17
21
26
44
53
24
14
29
45
16
22
25
46
25
1
30
19
47
28
2
27
20
48
47
20
19
28
49
58
25
19
30
50
59
25
16
29
51
50
20
21
30
52
41
15
25
29
53
32
4
22
21
54
53
27
17
29
55
44
20
21
26
56
55
30
20
27
57
56
29
20
29
58
37
20
26
23
59
58
30
15
30
60
59
30
12
31
61
60
33
14
30
62
61
32
18
29
63
32
9
24
24
64
33
21
27
65
24
1
24
11
66
45
18
21
25
67
39
23
30
68
69
43
17
26
26
42
16
9
22
70
21
39
10
20
24
71
50
25
12
30
72
61
32
14
31
73
52
25
17
29
5
74
5
33
21
23
75
44
15
20
30
76
55
26
16
26
77
46
20
23
24
78
37
9
21
21
79
28
4
26
20
80
38
9
21
21
81
60
35
15
27
82
41
17
21
25
83
32
26
21
84
24
1
24
14
2
5
85
27
25
12
86
33
23
22
87
39
21
29
88
41
16
21
28
89
40
15
19
27
90
48
15
21
30
91
50
25
20
31
92
51
25
20
32
93
60
32
24
30
94
33
9
26
28
95
44
20
3
9
22
29
96
28
21
16
97
36
24
23
98
35
7
21
25
99
48
20
27
25
100
45
17
25
26
101
61
33
25
30
102
103
Transcribed Image Text:A B D E 1 AGE No of YRS Social Supoot Wark stress 2 3 4. 5 25 23 11 29 5 29 10 43 20 20 26 44 20 15 24 6 50 19 9 31 7. 49 20 22 33 8 50 21 11 34 9 53 22 12 32 10 24 29 15 11 35 25 26 12 33 5 21 24 13 27 30 23 14 51 25 8 31 15 49 22 13 28 16 45 21 16 25 17 24 29 10 18 39 10 1 3 25 23 19 24 30 11 20 27 23 18 21 29 4 28 14 22 40 13 13 23 23 41 16 25 25 24 49 20 21 23 25 26 60 33 14 30 59 30 12 33 27 62 33 10 29 28 55 20 18 27 29 28 3 26 12 30 29 4 24 14 31 30 4 25 27 32 31 5 23 24 33 34 32 4 27 33 39 23 29 35 34 3 21 22 36 35 6 25 23 37 46 20 33 38 57 29 20 33 39 30 4 26 26 40 49 13 17 33 41 40 16 25 28 42 32 29 21 43 42 17 21 26 44 53 24 14 29 45 16 22 25 46 25 1 30 19 47 28 2 27 20 48 47 20 19 28 49 58 25 19 30 50 59 25 16 29 51 50 20 21 30 52 41 15 25 29 53 32 4 22 21 54 53 27 17 29 55 44 20 21 26 56 55 30 20 27 57 56 29 20 29 58 37 20 26 23 59 58 30 15 30 60 59 30 12 31 61 60 33 14 30 62 61 32 18 29 63 32 9 24 24 64 33 21 27 65 24 1 24 11 66 45 18 21 25 67 39 23 30 68 69 43 17 26 26 42 16 9 22 70 21 39 10 20 24 71 50 25 12 30 72 61 32 14 31 73 52 25 17 29 5 74 5 33 21 23 75 44 15 20 30 76 55 26 16 26 77 46 20 23 24 78 37 9 21 21 79 28 4 26 20 80 38 9 21 21 81 60 35 15 27 82 41 17 21 25 83 32 26 21 84 24 1 24 14 2 5 85 27 25 12 86 33 23 22 87 39 21 29 88 41 16 21 28 89 40 15 19 27 90 48 15 21 30 91 50 25 20 31 92 51 25 20 32 93 60 32 24 30 94 33 9 26 28 95 44 20 3 9 22 29 96 28 21 16 97 36 24 23 98 35 7 21 25 99 48 20 27 25 100 45 17 25 26 101 61 33 25 30 102 103
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