Answer the following questions using pivot tables. For each answer, compute the statistics requested in the question, and give a brief, intuitive, plain English description of what the results mean or imply. 1) answer all the questions, 2) include in each answer the Excel output that shows the summary statistics required for the question, and 3) include in each answer a plain English description of what the results mean or imply.
Compute the sample mean level of burnout for social workers in each region in Israel.
Gender
Female
Male
Female
Male
Female
Female
Female
Female
Female
Male
Male
Female
Male
Female
Female
Female
Female
Male
Male
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Age
37
56
32
30
41
55
27
34
49
51
28
31
30
43
44
30
27
41
28
42
36
36
45
40
48
24
42
61
30
31
38
33
34
42
36
36
41
36
41
47
33
33
58
39
27
27
29
25
36
NumberChildren
Edu
MaritalStatus Tenure
2 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
1 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
0 UndergraduateMarried
2 UndergraduateMarried
3 UndergraduateMarried
1 UndergraduateMarried
2 UndergraduateMarried
1 UndergraduateMarried
1 UndergraduateMarried
3 UndergraduateMarried
4 UndergraduateMarried
2 UndergraduateMarried
0 UndergraduateMarried
4 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
4 UndergraduateMarried
1 UndergraduateMarried
2 UndergraduateMarried
3 UndergraduateMarried
2 UndergraduateMarried
4 UndergraduateMarried
4 UndergraduateMarried
2 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
2 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateMarried
1 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateMarried
4 UndergraduateMarried
Region
5 North
29 South
8 Center
3 North
15 South
12 Center
5 Center
2 South
20 South
4 South
3 South
5.5 Center
6 North
22 South
21 South
3 South
1 South
2 North
4 North
10 South
5 South
12 North
17 Center
4 Center
28 South
1 South
4 South
7 South
4 South
5 South
11 South
12 Center
6 Center
12 Center
2 Center
10 North
8 South
4 North
18 Center
4 South
8 South
2 South
6 Center
12 Center
3.5 Center
5 North
6 North
3 North
15 South
Female
Female
Female
Female
Male
Female
Female
Female
Male
Female
Male
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Male
Male
Female
Female
Female
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Female
40
25
43
39
33
34
42
30
49
30
34
33
34
34
27
33
32
38
41
49
30
52
25
47
40
30
43
33
38
28
34
39
46
25
42
30
39
28
27
31
30
31
35
32
31
26
36
25
37
51
2 UndergraduateMarried
1 UndergraduateMarried
4 UndergraduateMarried
4 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
2 UndergraduateMarried
4 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
2 UndergraduateMarried
3 UndergraduateMarried
1 UndergraduateMarried
4 UndergraduateMarried
2 UndergraduateMarried
4 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
8 UndergraduateMarried
1 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
0 UndergraduateMarried
4 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateMarried
0 UndergraduateMarried
1 UndergraduateMarried
1 UndergraduateMarried
3 UndergraduateMarried
4 UndergraduateMarried
2 UndergraduateMarried
1 UndergraduateMarried
0 UndergraduateMarried
2 UndergraduateMarried
0 UndergraduateMarried
2 UndergraduateMarried
2 UndergraduateMarried
5 South
2 South
18 South
2 South
1 Center
3 Center
9 Center
6 North
18 North
5 North
10 North
5 North
2 North
9 North
1.5 South
6 South
10 Center
11 Center
15 South
18 South
5 South
2 South
2 South
14 South
15 South
3 Center
6 Center
7 North
15 North
4 North
10 North
4 Center
7 South
3 Center
18 Center
10 Center
3 Center
2 Center
1.5 North
8 North
6 South
5 South
13 Center
10 Center
9 North
2 South
8 South
1.5 South
16 Center
20 Center
Male
Female
Male
Female
Male
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Female
Male
Female
Female
Male
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Male
Female
Female
Male
Female
Female
Female
27
26
40
36
41
27
45
26
42
29
32
33
28
24
31
25
39
27
33
49
24
26
25
29
26
27
33
22
23
24
25
26
26
24
26
24
44
25
25
31
22
37
29
24
23
26
28
23
22
24
0 UndergraduateMarried
0 UndergraduateMarried
0 UndergraduateMarried
3 UndergraduateMarried
4 UndergraduateMarried
2 UndergraduateMarried
4 UndergraduateMarried
1 UndergraduateMarried
3 UndergraduateMarried
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
1 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateSingle
0 UndergraduateDivorced
5 North
1 North
3 South
4.5 Center
8 Center
2 Center
19 South
1 South
16 Center
2 South
1 South
6 Center
4 North
1 South
9 North
1 South
5 South
1 North
1 South
14 South
1 South
2 South
3 North
2 North
1 South
4 South
2 South
1 Center
1 North
2 North
1.5 North
2 South
1 South
1 North
1 North
1 South
7 South
2 South
1 South
2 South
1 North
8 North
2.5 South
1 South
1 Center
4 North
5 North
1.8 North
1 North
1.5 Center
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Male
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Female
Male
Female
Male
Female
Female
Female
Female
Male
Female
Female
Female
Female
Male
Female
Female
Female
Male
Female
Female
Female
Female
Male
Female
Female
Female
Female
Male
45
45
37
54
38
53
37
33
40
53
42
32
35
57
43
36
42
38
62
56
55
47
37
31
39
37
41
47
47
48
31
44
45
43
25
35
28
32
29
34
35
30
33
49
42
50
50
42
53
32
2 UndergraduateDivorced
2 UndergraduateDivorced
2 UndergraduateDivorced
3 UndergraduateDivorced
4 UndergraduateDivorced
2 UndergraduateDivorced
3 UndergraduateDivorced
2 UndergraduateDivorced
3 UndergraduateDivorced
2 UndergraduateDivorced
5 UndergraduateDivorced
1 UndergraduateDivorced
2 UndergraduateDivorced
2 UndergraduateDivorced
2 UndergraduateDivorced
1 UndergraduateDivorced
3 UndergraduateDivorced
3 UndergraduateDivorced
1 UndergraduateDivorced
4 Graduate
Married
3 Graduate
Married
3 Graduate
Married
2 Graduate
Married
3 Graduate
Married
3 Graduate
Married
3 Graduate
Married
4 Graduate
Married
3 Graduate
Married
3 Graduate
Married
2 Graduate
Married
0 Graduate
Married
2 Graduate
Married
3 Graduate
Married
3 Graduate
Married
0 Graduate
Married
4 Graduate
Married
2 Graduate
Married
2 Graduate
Married
2 Graduate
Married
4 Graduate
Married
3 Graduate
Married
0 Graduate
Single
0 Graduate
Single
3 Graduate
Divorced
4 Graduate
Divorced
2 Graduate
Divorced
2 Graduate
Divorced
2 Graduate
Divorced
3 Graduate
Divorced
2 Graduate
Married
7 Center
6 South
1 South
16 South
10 South
26 South
4 South
10 North
14 South
9.5 South
2 South
6 South
11 Center
22 South
5 North
1 Center
9 South
9 Center
17 South
24 Center
13 Center
16 Center
14 South
2 South
15 Center
10 South
16 South
20 Center
25 South
4 South
7 South
15 Center
8 Center
20 Center
1 South
10 South
4 North
6 North
7 Center
5 South
4 Center
3 Center
10 North
19 Center
20 South
19 Center
2 South
5 Center
22 South
2 South
Female
Female
Female
Female
45
44
43
43
5 UndergraduateMarried
3 UndergraduateMarried
3 UndergraduateMarried
5 UndergraduateMarried
12 South
11 North
16 South
20 South
Ethnicity
Jewish
Jewish
Arab
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Arab
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Arab
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Arab
Arab
Arab
Jewish
Overall_Satisfaction
Colleague_Satisfaction
Supervision_Satisfaction
Salary_Satisfaction
Promotion_Satisfaction
PhysicalWorkspace_Satisfaction
42
62
50
13
12
57
89
92
95
45
78
38
76
92
86
77
57
33
51
62
28
100
90
14
75
79
88
52
72
29
68
71
54
58
45
10
62
92
86
42
50
43
90
87
91
52
82
38
68
92
88
42
82
33
76
83
90
42
82
29
81
100
88
74
82
38
69
85
73
58
57
38
72
73
87
52
60
19
60
69
63
61
38
24
68
98
87
84
75
48
90
92
85
32
70
29
72
90
85
29
68
33
65
75
72
58
72
38
71
81
79
65
40
29
75
77
79
77
55
29
76
81
67
71
45
29
72
92
97
68
40
19
56
60
59
58
50
33
68
44
76
39
42
48
57
94
72
26
48
67
67
98
41
48
95
43
86
83
79
35
55
14
72
46
62
77
60
29
82
73
60
29
75
48
72
73
92
55
42
48
51
56
71
58
60
14
49
48
64
39
10
33
75
77
22
71
62
38
75
77
87
16
48
57
67
79
79
19
48
33
69
67
67
42
50
48
76
60
32
10
18
52
82
75
63
55
32
67
75
73
88
42
55
24
69
60
59
48
60
24
75
81
92
39
75
29
64
60
74
58
55
38
49
69
77
58
55
48
71
79
88
35
57
38
64
65
85
58
45
38
61
73
49
42
45
71
71
85
83
45
72
33
64
63
63
35
35
52
65
73
85
52
60
43
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Arab
Arab
Arab
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Arab
Arab
Jewish
Jewish
Jewish
Jewish
Arab
Arab
Arab
Jewish
Jewish
Arab
Jewish
Jewish
Arab
Arab
Arab
Arab
Jewish
Jewish
Jewish
Arab
Jewish
50
60
50
69
54
71
51
42
62
49
81
64
61
69
68
76
57
67
61
64
75
86
57
60
61
56
51
57
53
69
65
58
69
53
61
60
64
68
58
60
81
61
71
29
53
47
60
69
49
64
71
67
90
40
50
65
60
62
75
73
73
79
69
79
88
27
50
48
67
69
69
79
81
92
52
85
69
69
67
77
71
52
62
54
71
60
77
77
58
75
71
67
62
46
52
62
27
62
62
71
79
77
77
13
67
81
65
58
72
50
87
77
71
69
78
59
56
44
82
63
69
85
78
71
62
83
62
76
1
79
62
41
67
50
72
12
85
74
71
4
73
62
55
19
58
60
58
83
59
67
29
52
74
48
32
26
32
35
26
35
68
29
35
39
23
77
61
29
58
45
61
55
61
65
48
23
48
39
29
55
29
58
39
52
68
45
55
39
45
68
71
58
55
26
29
26
65
16
45
32
75
45
78
40
57
38
52
45
35
28
45
55
55
40
55
52
40
32
62
72
68
55
60
60
40
55
25
32
85
50
40
20
57
30
78
40
57
38
48
57
45
52
32
20
32
45
48
65
32
30
52
71
48
62
38
14
38
52
48
62
48
43
29
38
19
33
52
24
33
33
38
14
29
38
86
48
38
67
48
29
57
19
19
33
33
57
62
38
52
52
52
52
48
71
57
48
19
38
52
48
Arab
Arab
Arab
Arab
Arab
Arab
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Arab
Arab
Jewish
Arab
Jewish
Arab
Jewish
Jewish
Arab
Jewish
Arab
Arab
Arab
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Arab
Jewish
Jewish
Arab
Arab
Arab
Arab
Arab
Arab
Arab
57
43
54
71
61
46
60
39
35
78
79
75
81
92
67
79
61
53
81
74
78
74
53
64
75
72
88
72
68
61
78
56
58
64
64
64
72
36
50
64
68
62
78
33
61
49
79
39
57
74
54
48
42
60
44
40
50
54
69
92
69
75
81
96
88
90
69
65
62
60
62
96
69
67
90
73
77
69
73
56
73
60
83
65
54
67
60
54
46
71
40
63
83
77
54
69
33
60
69
81
65
83
62
54
55
47
35
53
55
92
72
78
78
94
83
73
78
69
91
74
85
82
79
74
72
74
78
65
88
68
79
74
65
78
82
68
77
51
55
62
56
53
62
59
73
64
58
49
50
74
42
19
19
26
48
26
26
13
13
45
71
35
71
61
61
42
45
58
39
52
39
45
55
65
19
42
48
74
29
45
42
39
29
13
10
55
48
71
52
77
23
26
32
52
19
65
68
71
32
23
65
65
50
18
30
18
10
62
22
50
25
62
88
95
70
72
35
62
52
65
60
80
50
48
45
80
52
68
38
35
62
25
52
62
40
65
32
40
55
75
40
15
50
52
65
38
38
52
35
22
33
43
71
57
62
81
10
38
57
33
10
43
43
29
10
29
48
48
43
38
38
38
29
29
38
19
29
33
33
43
33
38
29
52
38
38
52
29
38
14
52
52
48
57
33
43
43
76
62
38
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Arab
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Arab
Arab
Jewish
Jewish
Arab
Jewish
Arab
Jewish
Jewish
Arab
Jewish
Jewish
Jewish
Jewish
Arab
83
78
68
64
82
71
74
67
60
78
72
81
68
72
65
60
74
72
61
68
75
71
64
68
68
64
81
40
75
76
68
57
68
69
53
78
46
83
61
79
64
93
51
76
74
89
93
69
82
65
88
69
96
67
88
96
87
88
85
77
69
73
33
79
56
85
88
88
63
79
77
75
46
73
58
63
79
65
63
81
52
90
79
75
65
44
44
75
73
75
44
65
71
67
65
56
83
77
15
60
67
81
99
38
76
1
67
72
83
74
81
72
47
82
69
97
91
90
55
63
73
86
68
85
60
74
78
74
72
50
41
0
86
67
62
63
50
81
73
13
51
79
64
69
59
82
83
45
38
42
16
39
10
58
55
61
71
13
74
45
77
52
35
48
42
32
23
52
68
77
52
35
42
65
45
48
48
55
32
32
45
23
19
29
16
39
87
29
39
52
48
48
45
35
65
65
45
35
58
29
18
57
48
50
85
62
90
48
80
50
65
65
32
78
42
28
57
52
70
72
42
45
25
75
48
68
60
65
20
40
55
25
42
45
48
40
38
52
48
78
62
62
12
52
48
60
30
22
15
32
48
33
86
43
33
29
33
33
10
43
14
71
57
38
43
10
5
62
33
29
33
48
33
48
33
29
38
48
29
10
62
43
38
48
33
76
81
29
43
48
0
38
38
38
57
14
38
10
33
52
Jewish
Arab
Jewish
Jewish
51
68
67
92
31
73
63
0
42
59
63
33
29
42
65
52
25
42
40
5
48
29
38
81
Burnout_Rate Turnover_RateAutonomy_Rate
Workload_RateConflict_Rate
55
85
70
69
21
7
18
40
62
36
36
18
25
31
50
43
21
55
56
57
19
24
55
56
57
29
24
60
56
79
36
27
35
56
0
10
30
40
69
50
19
33
55
56
57
24
33
40
56
50
21
33
40
38
64
17
33
25
56
57
14
33
45
50
64
40
36
20
44
64
21
36
55
69
43
21
39
65
75
29
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Codebook for Job Satisfaction Data Set
Codebook for Job Satisfaction Data Set
The data set jobsatisfaction.xlsx includes job satisfaction measures and potential covariates for
social workers in Israel. It comes from the work of Abu-Bader, S. H. (2000). Work Satisfaction,
burnout, and turnover among social workers in Israel: A Causal Diagram. International Journal
of Social Welfare 9, 191-200.
The job satisfaction numbers and rates of burnout, turnover, autonomy, workload, and conflict
are scaled from the original source so that all variables have a range 0-100. Each numerical
variable for satisfaction and rate were based on several survey questions on the topic with
numerical answers for the degree of agreement. The responses were summed and scaled to a
range of 0-100.
Gender: Nominal scale; gender identified by each respondent with categories “Female” and
“Male”
Age: Ratio scale; age of each respondent in years
Number Children: Ratio scale; number of children for each respondent
Edu: Ordinal scale; education level of each respondent with categories “Undergraduate” and
“Graduate”, indicating an undergraduate degree and graduate degree, respectively
MaritalStatus: Nominal scale; marital status identified by each respondent with categories,
“Single”, “Married”, and “Divorced”
Tenure: Ratio scale; number of years of experience at current job
Region: Nominal scale; region within Israel that each respondent works in, with categories,
“North”, “Center”, and “South”
Ethnicity: Nominal scale; Ethnicity of each respondent, with categories, “Arab” (approx. 21% of
country population) and “Jewish” (approx. 75% of country population)
Overall_Satisfaction: Ratio scale, range 0-100; overall degree of job satisfaction with 0 being
the lowest possible satisfaction, 100 being the highest possible level of satisfaction, and 50
being neutral
Colleague_Satisfaction: Ratio scale, range 0-100; degree of satisfaction with coworkers, with 0
being the lowest possible satisfaction, 100 being the highest possible level of satisfaction, and
50 being neutral
Supervision_Satisfaction: Ratio scale, range 0-100; degree of satisfaction with supervisors, with
0 being the lowest possible satisfaction, 100 being the highest possible level of satisfaction, and
50 being neutral
Salary_Satisfaction: Ratio scale, range 0-100; degree of satisfaction with one’s one salary, with
0 being the lowest possible satisfaction, 100 being the highest possible level of satisfaction, and
50 being neutral
Promotion_Satisfaction: Ratio scale, range 0-100; degree of satisfaction with opportunities for
promotion, with 0 being the lowest possible satisfaction, 100 being the highest possible level of
satisfaction, and 50 being neutral
PhysicalWorkspace_Satisfaction: Ratio scale, range 0-100; degree of satisfaction with the
workers’ physical workspace, with 0 being the lowest possible satisfaction, 100 being the
highest possible level of satisfaction, and 50 being neutral
Burnout_Rate: Ratio scale, range 0-100; degree of feeling of burnout at the job, with 0 feeling
no burnout, 100 being the most severe possible feeling of burnout, and 50 being neutral on the
feeling of burnout
Turnover_Rate: Ratio scale, range 0-100; degree of susceptibility to turnover, due to a desire to
leave employer or a feeling this is not the job one wanted in their career, with 0 being the
lowest level of turnover (highest feeling of staying with employer), 100 being the most severe
possible level of turnover (highest feeling of wanting to leave employer), and 50 being neutral
on the feeling of turnover
Autonomy_Rate: Ratio scale, range 0-100; degree of feeling of autonomy at the job, with 0
feeling the least possible autonomy, 100 being highest possible feeling of autonomy, and 50
being neutral on the feeling of autonomy
Workload_Rate: Ratio scale, range 0-100; degree of the quantity of workload, with 0 feeling the
lowest possible level of workload, 100 being highest level of workload, and 50 being neutral on
the feeling of workload
Conflict_Rate: Ratio scale, range 0-100; degree of feeling of conflict with coworkers, with 0
being the lowest possible level of conflict, 100 being the most severe possible level of conflict,
and 50 being neutral on the feeling of conflict
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