Global Satisfaction  ›  Other

Below is table of frequencies for responses to items under the benchmark "Other" which is under the theme "Global Satisfaction".
 
All Faculty
Tenured
Pre-tenure
Non-tenure Track
Full Professor
Associate Professor
Men
Women
White
Faculty of Color
Asian/Asian-American
Underrepresented Minorities
 
You
All
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Peer 2
Peer 3
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Peer 5
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Peer 2
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Peer 2
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You
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Peer 2
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Peer 5
You
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Peer 2
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Peer 2
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Peer 5
You
All
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Peer 2
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Peer 5
You
All
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Peer 2
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All
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Peer 2
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Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
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You
All
Peer 1
Peer 2
Peer 3
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All
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Peer 2
Peer 3
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Peer 5
item
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response label
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Q245D
I would again choose this institution
Strongly agree
108
34.8
11596
33.9
178
36.2
117
32.2
151
34.5
85
30.4
62
23.9
60
32.8
6125
30.9
77
31.6
53
27.8
73
32.0
39
25.8
43
22.9
48
37.8
2309
34.9
25
34.2
20
27.4
32
39.5
12
30.0
12
21.1
N/A
N/A
3162
40.7
76
43.7
44
44.4
46
35.9
34
38.2
7
46.7
42
32.3
3945
35.5
43
39.5
26
26.3
51
38.9
24
38.7
23
24.5
18
33.3
2726
27.0
59
31.4
27
28.4
30
25.4
15
16.9
13
17.1
51
38.6
6194
34.4
78
36.1
51
29.5
75
33.3
36
28.4
32
22.9
57
32.4
5383
33.4
100
36.4
66
34.9
76
35.9
48
32.0
30
25.4
66
34.5
9398
35.9
148
36.7
93
35.0
122
36.8
71
30.2
43
25.6
42
35.3
2183
27.5
30
34.9
24
24.7
29
27.6
14
31.1
19
20.6
19
31.1
766
22.5
6
18.8
6
16.2
4
10.8
4
19.1
4
13.8
23
39.7
1417
31.2
24
44.4
18
30.0
25
36.8
10
41.7
15
23.8
--
--
Somewhat agree
92
29.7
10289
30.1
142
28.9
105
28.9
148
33.9
87
31.1
71
27.3
56
30.6
5940
29.9
69
28.3
51
26.7
75
32.9
51
33.8
53
28.2
36
28.4
2039
30.8
22
30.1
21
28.8
22
27.2
11
27.5
13
22.8
N/A
N/A
2310
29.7
51
29.3
33
33.3
51
39.8
25
28.1
5
33.3
43
33.1
3268
29.4
33
30.3
25
25.2
48
36.6
16
25.8
30
31.9
13
24.1
3117
30.8
54
28.7
27
28.4
37
31.4
35
39.3
17
22.4
32
24.2
5384
29.9
62
28.7
48
27.8
73
32.4
42
33.1
42
30.0
60
34.1
4890
30.3
80
29.1
56
29.6
75
35.4
44
29.3
29
24.6
56
29.3
7985
30.5
121
30.0
78
29.3
113
34.0
81
34.5
47
28.0
36
30.2
2289
28.8
21
24.4
27
27.8
35
33.3
6
13.3
24
26.1
16
26.2
1017
29.8
10
31.2
10
27.0
16
43.2
4
19.1
9
31.0
20
34.5
1272
28.0
11
20.4
17
28.3
19
27.9
2
8.3
15
23.8
--
--
Neither agree nor disagree
37
11.9
4363
12.8
58
11.8
53
14.6
48
11.0
35
12.5
33
12.7
26
14.2
2719
13.7
34
13.9
33
17.3
26
11.4
21
13.9
21
11.2
11
8.7
763
11.5
3
4.1
9
12.3
14
17.3
5
12.5
11
19.3
N/A
N/A
881
11.3
21
12.1
11
11.1
8
6.2
9
10.1
1
6.7
18
13.8
1425
12.8
11
10.1
14
14.1
11
8.4
6
9.7
9
9.6
7
13.0
1433
14.2
26
13.8
20
21.1
16
13.6
15
16.9
12
15.8
18
13.6
2427
13.5
26
12.0
32
18.5
29
12.9
13
10.2
22
15.7
19
10.8
1923
11.9
32
11.6
21
11.1
19
9.0
22
14.7
11
9.3
23
12.0
3096
11.8
48
11.9
35
13.2
34
10.2
27
11.5
14
8.3
14
11.8
1254
15.8
10
11.6
18
18.6
14
13.3
8
17.8
19
20.6
9
14.8
634
18.6
5
15.6
8
21.6
7
18.9
4
19.1
9
31.0
5
8.6
620
13.7
5
9.3
10
16.7
7
10.3
4
16.7
10
15.9
--
--
Somewhat disagree
32
10.3
3129
9.1
44
9.0
39
10.7
35
8.0
20
7.1
30
11.5
15
8.2
2045
10.3
31
12.7
24
12.6
22
9.7
15
9.9
26
13.8
17
13.4
583
8.8
6
8.2
8
11.0
6
7.4
2
5.0
4
7.0
N/A
N/A
501
6.5
7
4.0
7
7.1
7
5.5
3
3.4
0
0
10
7.7
1002
9.0
9
8.3
18
18.2
8
6.1
8
12.9
12
12.8
6
11.1
1133
11.2
22
11.7
8
8.4
15
12.7
7
7.9
12
15.8
12
9.1
1606
8.9
20
9.3
20
11.6
19
8.4
9
7.1
13
9.3
20
11.4
1510
9.4
24
8.7
19
10.1
16
7.5
11
7.3
17
14.4
22
11.5
2361
9.0
34
8.4
27
10.2
31
9.3
17
7.2
23
13.7
10
8.4
758
9.5
10
11.6
12
12.4
4
3.8
3
6.7
7
7.6
5
8.2
325
9.5
6
18.8
5
13.5
1
2.7
2
9.5
3
10.3
5
8.6
433
9.5
4
7.4
7
11.7
3
4.4
1
4.2
4
6.3
--
--
Strongly disagree
23
7.4
2253
6.6
28
5.7
36
9.9
24
5.5
27
9.6
32
12.3
19
10.4
1573
7.9
17
7.0
24
12.6
16
7.0
9
6.0
26
13.8
4
3.1
352
5.3
8
11.0
9
12.3
4
4.9
9
22.5
6
10.5
N/A
N/A
328
4.2
3
1.7
3
3.0
4
3.1
9
10.1
0
0
12
9.2
807
7.3
6
5.5
14
14.1
8
6.1
3
4.8
15
16.0
7
13.0
835
8.3
12
6.4
10
10.5
9
7.6
6
6.7
10
13.2
14
10.6
1242
6.9
15
6.9
17
9.8
14
6.2
18
14.2
18
12.9
9
5.1
1001
6.2
13
4.7
19
10.1
10
4.7
8
5.3
14
11.9
14
7.3
1565
6.0
20
5.0
24
9.0
13
3.9
20
8.5
18
10.7
9
7.6
676
8.5
6
7.0
12
12.4
11
10.5
7
15.6
14
15.2
8
13.1
299
8.8
1
3.1
6
16.2
4
10.8
4
19.1
2
6.9
1
1.7
377
8.3
5
9.3
6
10.0
7
10.3
3
12.5
12
19.1
--
--
I don't know
10
3.2
1737
5.1
29
5.9
8
2.2
18
4.1
18
6.4
23
8.8
4
2.2
976
4.9
11
4.5
5
2.6
8
3.5
12
8.0
13
6.9
6
4.7
379
5.7
7
9.6
3
4.1
1
1.2
1
2.5
9
15.8
N/A
N/A
382
4.9
11
6.3
0
0
9
7.0
5
5.6
1
6.7
3
2.3
424
3.8
5
4.6
2
2.0
2
1.5
4
6.5
3
3.2
1
1.9
601
5.9
12
6.4
3
3.2
6
5.1
8
9.0
9
11.8
1
0.8
726
4.0
9
4.2
2
1.2
8
3.6
6
4.7
12
8.6
8
4.5
1002
6.2
20
7.3
6
3.2
10
4.7
12
8.0
10
8.5
5
2.6
1224
4.7
25
6.2
5
1.9
13
3.9
12
5.1
17
10.1
5
4.2
503
6.3
4
4.7
3
3.1
5
4.8
6
13.3
6
6.5
2
3.3
213
6.2
0
0
1
2.7
2
5.4
2
9.5
1
3.5
3
5.2
290
6.4
4
7.4
2
3.3
3
4.4
4
16.7
5
7.9
--
--
Decline to answer
7
2.3
739
2.2
12
2.4
3
0.8
12
2.8
6
2.1
7
2.7
2
1.1
407
2.0
5
2.0
1
0.5
8
3.5
2
1.3
6
3.2
5
3.9
158
2.4
2
2.7
2
2.7
1
1.2
0
0
1
1.8
N/A
N/A
174
2.2
5
2.9
0
0
3
2.3
4
4.5
0
0
1
0.8
200
1.8
2
1.8
0
0
3
2.3
1
1.6
2
2.1
2
3.7
225
2.2
3
1.6
0
0
5
4.2
1
1.1
3
4.0
3
2.3
360
2.0
6
2.8
2
1.2
7
3.1
3
2.4
0
0
3
1.7
375
2.3
6
2.2
1
0.5
5
2.4
3
2.0
6
5.1
5
2.6
489
1.9
7
1.7
3
1.1
5
1.5
5
2.1
5
3.0
2
1.7
244
3.1
5
5.8
0
0
7
6.7
1
2.2
2
2.2
2
3.3
128
3.8
4
12.5
0
0
3
8.1
1
4.8
0
0
0
0
116
2.5
1
1.9
0
0
4
5.9
0
0
2
3.2
--
--
Not applicable
1
0.3
124
0.4
0
0
2
0.6
1
0.2
2
0.7
2
0.8
1
0.6
64
0.3
0
0
0
0
0
0
2
1.3
0
0
0
0
29
0.4
0
0
1
1.4
1
1.2
0
0
1
1.8
N/A
N/A
31
0.4
0
0
1
1.0
0
0
0
0
1
6.7
1
0.8
27
0.2
0
0
0
0
0
0
0
0
0
0
0
0
43
0.4
0
0
0
0
0
0
2
2.2
0
0
1
0.8
70
0.4
0
0
1
0.6
0
0
0
0
1
0.7
0
0
54
0.3
0
0
1
0.5
1
0.5
2
1.3
1
0.8
0
0
82
0.3
0
0
1
0.4
1
0.3
2
0.8
1
0.6
1
0.8
42
0.5
0
0
1
1.0
0
0
0
0
1
1.1
0
0
26
0.8
0
0
1
2.7
0
0
0
0
1
3.5
1
1.7
16
0.3
0
0
0
0
0
0
0
0
0
0
Q250A
Department as a place to work
Very satisfied
121
39.0
11183
32.7
140
28.5
116
32.0
151
34.5
83
29.8
49
18.9
64
35.0
6152
31.0
57
23.4
59
30.9
74
32.5
37
24.5
30
16.0
57
44.9
2252
34.1
24
32.9
21
28.8
32
39.5
13
32.5
12
21.1
N/A
N/A
2779
35.8
59
33.9
36
36.4
45
35.2
33
37.5
7
46.7
46
35.4
3958
35.7
29
26.6
34
34.3
52
39.7
22
35.5
18
19.1
18
33.3
2693
26.6
49
26.1
26
27.4
34
28.8
15
16.9
6
7.9
59
44.7
6214
34.5
62
28.7
61
35.3
80
35.6
42
33.1
29
20.7
61
34.7
4950
30.7
78
28.4
55
29.1
71
33.5
39
26.2
20
16.9
77
40.3
8956
34.2
116
28.8
89
33.5
117
35.2
70
29.9
35
20.8
44
37.0
2210
27.8
24
27.9
27
27.8
34
32.4
13
28.9
14
15.2
20
32.8
886
26.0
5
15.6
7
18.9
9
24.3
4
19.1
5
17.2
24
41.4
1324
29.2
19
35.2
20
33.3
25
36.8
9
37.5
9
14.3
--
--
Satisfied
109
35.2
13197
38.6
197
40.1
133
36.6
178
40.7
114
40.9
105
40.4
72
39.3
7624
38.4
102
41.8
67
35.1
88
38.6
66
43.7
79
42.0
37
29.1
2554
38.7
23
31.5
23
31.5
34
42.0
14
35.0
19
33.3
N/A
N/A
3019
38.9
72
41.4
43
43.4
56
43.8
34
38.6
7
46.7
52
40.0
4115
37.1
51
46.8
32
32.3
51
38.9
25
40.3
42
44.7
21
38.9
4013
39.7
71
37.8
35
36.8
44
37.3
41
46.1
29
38.2
39
29.6
6891
38.3
88
40.7
57
33.0
83
36.9
48
37.8
56
40.0
70
39.8
6287
39.0
109
39.6
75
39.7
95
44.8
66
44.3
49
41.5
59
30.9
10137
38.7
166
41.2
99
37.2
137
41.3
97
41.5
67
39.9
50
42.0
3034
38.2
31
36.0
34
35.0
41
39.0
17
37.8
38
41.3
29
47.5
1363
40.0
12
37.5
16
43.2
16
43.2
11
52.4
15
51.7
21
36.2
1671
36.8
19
35.2
18
30.0
25
36.8
6
25.0
23
36.5
--
--
Neither satisfied nor dissatisfied
39
12.6
4322
12.6
56
11.4
56
15.4
46
10.5
33
11.8
44
16.9
26
14.2
2594
13.1
27
11.1
33
17.3
24
10.5
20
13.2
33
17.6
13
10.2
793
12.0
8
11.0
13
17.8
6
7.4
3
7.5
10
17.5
N/A
N/A
935
12.0
21
12.1
10
10.1
16
12.5
10
11.4
1
6.7
19
14.6
1343
12.1
6
5.5
15
15.2
8
6.1
4
6.5
13
13.8
7
13.0
1419
14.0
28
14.9
19
20.0
16
13.6
16
18.0
17
22.4
20
15.2
2243
12.5
16
7.4
33
19.1
29
12.9
12
9.4
26
18.6
19
10.8
2063
12.8
40
14.6
23
12.2
17
8.0
21
14.1
16
13.6
25
13.1
3098
11.8
44
10.9
38
14.3
36
10.8
29
12.4
29
17.3
14
11.8
1207
15.2
12
13.9
18
18.6
10
9.5
4
8.9
15
16.3
4
6.6
545
16.0
3
9.4
6
16.2
5
13.5
0
0
5
17.2
10
17.2
662
14.6
9
16.7
12
20.0
5
7.3
4
16.7
10
15.9
--
--
Dissatisfied
24
7.7
3138
9.2
56
11.4
34
9.4
25
5.7
31
11.1
36
13.8
12
6.6
1948
9.8
31
12.7
14
7.3
19
8.3
16
10.6
28
14.9
12
9.4
565
8.6
9
12.3
13
17.8
2
2.5
6
15.0
8
14.0
N/A
N/A
625
8.1
16
9.2
7
7.1
4
3.1
9
10.2
0
0
7
5.4
961
8.7
12
11.0
8
8.1
9
6.9
7
11.3
14
14.9
5
9.3
1119
11.1
21
11.2
8
8.4
10
8.5
9
10.1
12
15.8
7
5.3
1517
8.4
32
14.8
12
6.9
11
4.9
12
9.4
17
12.1
16
9.1
1606
10.0
24
8.7
22
11.6
14
6.6
19
12.8
19
16.1
19
9.9
2367
9.0
45
11.2
25
9.4
20
6.0
24
10.3
22
13.1
5
4.2
762
9.6
10
11.6
9
9.3
5
4.8
7
15.6
14
15.2
3
4.9
316
9.3
7
21.9
3
8.1
0
0
4
19.1
2
6.9
2
3.5
446
9.8
3
5.6
6
10.0
5
7.3
3
12.5
12
19.1
--
--
Very dissatisfied
14
4.5
1946
5.7
33
6.7
22
6.1
33
7.5
18
6.5
24
9.2
8
4.4
1298
6.5
22
9.0
17
8.9
20
8.8
12
8.0
17
9.0
6
4.7
343
5.2
8
11.0
2
2.7
7
8.6
4
10.0
7
12.3
N/A
N/A
305
3.9
3
1.7
3
3.0
6
4.7
2
2.3
0
0
5
3.9
611
5.5
8
7.3
10
10.1
10
7.6
4
6.5
6
6.4
3
5.6
736
7.3
16
8.5
7
7.4
12
10.2
8
9.0
12
15.8
6
4.5
937
5.2
14
6.5
9
5.2
22
9.8
13
10.2
10
7.1
8
4.5
997
6.2
19
6.9
13
6.9
11
5.2
4
2.7
14
11.9
9
4.7
1361
5.2
26
6.5
13
4.9
19
5.7
14
6.0
14
8.3
5
4.2
576
7.2
6
7.0
9
9.3
14
13.3
4
8.9
10
10.9
5
8.2
219
6.4
2
6.2
5
13.5
6
16.2
2
9.5
2
6.9
0
0
357
7.9
4
7.4
4
6.7
8
11.8
2
8.3
8
12.7
--
--
Decline to answer
3
1.0
384
1.1
8
1.6
2
0.6
4
0.9
0
0
2
0.8
1
0.6
203
1.0
4
1.6
1
0.5
3
1.3
0
0
1
0.5
2
1.6
91
1.4
1
1.4
1
1.4
0
0
0
0
1
1.8
N/A
N/A
90
1.2
3
1.7
0
0
1
0.8
0
0
0
0
1
0.8
89
0.8
2
1.8
0
0
1
0.8
0
0
1
1.1
0
0
119
1.2
3
1.6
0
0
2
1.7
0
0
0
0
1
0.8
173
1.0
3
1.4
1
0.6
0
0
0
0
2
1.4
2
1.1
209
1.3
5
1.8
1
0.5
4
1.9
0
0
0
0
2
1.1
238
0.9
5
1.2
2
0.8
3
0.9
0
0
1
0.6
1
0.8
143
1.8
3
3.5
0
0
1
0.9
0
0
1
1.1
0
0
69
2.0
3
9.4
0
0
1
2.7
0
0
0
0
1
1.7
74
1.6
0
0
0
0
0
0
0
0
1
1.6
--
--
Not applicable
0
0
49
0.1
1
0.2
0
0
0
0
0
0
0
0
0
0
28
0.1
1
0.4
0
0
0
0
0
0
0
0
0
0
9
0.1
0
0
0
0
0
0
0
0
0
0
N/A
N/A
12
0.1
0
0
0
0
0
0
0
0
0
0
0
0
19
0.2
1
0.9
0
0
0
0
0
0
0
0
0
0
13
0.1
0
0
0
0
0
0
0
0
0
0
0
0
29
0.2
1
0.5
0
0
0
0
0
0
0
0
0
0
20
0.1
0
0
0
0
0
0
0
0
0
0
0
0
35
0.1
1
0.2
0
0
0
0
0
0
0
0
0
0
14
0.2
0
0
0
0
0
0
0
0
0
0
0
0
10
0.3
0
0
0
0
0
0
0
0
0
0
0
0
4
0.1
0
0
0
0
0
0
0
0
0
0
Q250B
Institution as a place to work
Very satisfied
58
18.7
7775
22.7
125
25.5
81
22.3
95
21.7
66
23.7
25
9.6
31
16.9
4024
20.3
49
20.1
41
21.5
42
18.4
30
19.9
15
8.0
27
21.3
1499
22.7
20
27.4
10
13.7
16
19.8
9
22.5
5
8.8
N/A
N/A
2252
29.0
56
32.2
30
30.3
37
28.9
27
30.7
5
33.3
21
16.1
2737
24.7
28
25.7
20
20.2
33
25.2
17
27.4
9
9.6
10
18.5
1688
16.7
39
20.7
21
22.1
17
14.4
13
14.6
2
2.6
30
22.7
4267
23.7
60
27.8
34
19.6
51
22.7
28
22.1
12
8.6
28
15.9
3498
21.7
65
23.6
47
24.9
44
20.8
37
24.8
13
11.0
30
15.7
6171
23.6
104
25.8
58
21.8
68
20.5
55
23.5
16
9.5
28
23.5
1594
20.1
21
24.4
23
23.7
27
25.7
11
24.4
9
9.8
13
21.3
645
18.9
6
18.8
4
10.8
6
16.2
4
19.1
3
10.3
15
25.9
949
20.9
15
27.8
19
31.7
21
30.9
7
29.2
6
9.5
--
--
Satisfied
140
45.2
14841
43.4
231
47.0
155
42.7
220
50.3
118
42.3
91
35.0
83
45.4
8319
41.9
116
47.5
67
35.1
110
48.2
70
46.4
68
36.2
57
44.9
3005
45.5
33
45.2
36
49.3
45
55.6
18
45.0
16
28.1
N/A
N/A
3517
45.3
82
47.1
52
52.5
65
50.8
30
34.1
7
46.7
66
50.8
4652
41.9
52
47.7
36
36.4
66
50.4
30
48.4
39
41.5
18
33.3
4275
42.3
88
46.8
31
32.6
53
44.9
40
44.9
25
32.9
53
40.1
7644
42.5
95
44.0
67
38.7
105
46.7
60
47.2
53
37.9
87
49.4
7170
44.5
136
49.5
87
46.0
115
54.2
58
38.9
38
32.2
87
45.5
11450
43.7
195
48.4
123
46.2
175
52.7
99
42.3
59
35.1
53
44.5
3367
42.4
36
41.9
32
33.0
45
42.9
19
42.2
32
34.8
28
45.9
1457
42.8
13
40.6
12
32.4
19
51.4
11
52.4
11
37.9
25
43.1
1910
42.1
23
42.6
20
33.3
26
38.2
8
33.3
21
33.3
--
--
Neither satisfied nor dissatisfied
58
18.7
5958
17.4
69
14.1
62
17.1
73
16.7
48
17.2
61
23.5
34
18.6
3673
18.5
38
15.6
39
20.4
47
20.6
22
14.6
45
23.9
24
18.9
1139
17.2
9
12.3
13
17.8
12
14.8
8
20.0
14
24.6
N/A
N/A
1146
14.8
22
12.6
10
10.1
14
10.9
18
20.4
2
13.3
23
17.7
1820
16.4
12
11.0
20
20.2
17
13.0
7
11.3
19
20.2
10
18.5
2051
20.3
36
19.1
20
21.1
32
27.1
15
16.9
20
26.3
29
22.0
3141
17.4
29
13.4
37
21.4
41
18.2
14
11.0
35
25.0
29
16.5
2799
17.4
40
14.6
25
13.2
32
15.1
33
22.1
24
20.3
37
19.4
4375
16.7
55
13.7
41
15.4
56
16.9
42
17.9
37
22.0
21
17.6
1562
19.7
14
16.3
21
21.6
17
16.2
6
13.3
24
26.1
10
16.4
726
21.3
6
18.8
10
27.0
7
18.9
2
9.5
10
34.5
11
19.0
836
18.4
8
14.8
11
18.3
10
14.7
4
16.7
14
22.2
--
--
Dissatisfied
33
10.7
3716
10.9
43
8.8
41
11.3
24
5.5
34
12.2
51
19.6
20
10.9
2524
12.7
27
11.1
27
14.1
13
5.7
22
14.6
36
19.1
13
10.2
625
9.5
7
9.6
10
13.7
5
6.2
4
10.0
14
24.6
N/A
N/A
567
7.3
9
5.2
4
4.0
6
4.7
8
9.1
1
6.7
11
8.5
1237
11.2
14
12.8
14
14.1
7
5.3
6
9.7
13
13.8
9
16.7
1394
13.8
13
6.9
15
15.8
7
5.9
16
18.0
21
27.6
8
6.1
1892
10.5
21
9.7
20
11.6
13
5.8
18
14.2
21
15.0
23
13.1
1811
11.2
22
8.0
21
11.1
11
5.2
16
10.7
30
25.4
23
12.0
2858
10.9
33
8.2
28
10.5
15
4.5
30
12.8
38
22.6
10
8.4
844
10.6
10
11.6
13
13.4
9
8.6
4
8.9
13
14.1
5
8.2
330
9.7
5
15.6
6
16.2
3
8.1
2
9.5
1
3.5
5
8.6
514
11.3
5
9.3
7
11.7
6
8.8
2
8.3
12
19.1
--
--
Very dissatisfied
15
4.8
1523
4.5
18
3.7
22
6.1
21
4.8
12
4.3
31
11.9
12
6.6
1098
5.5
13
5.3
16
8.4
13
5.7
7
4.6
24
12.8
3
2.4
236
3.6
4
5.5
3
4.1
3
3.7
1
2.5
7
12.3
N/A
N/A
189
2.4
1
0.6
3
3.0
5
3.9
4
4.5
0
0
7
5.4
551
5.0
1
0.9
9
9.1
6
4.6
2
3.2
14
14.9
5
9.3
584
5.8
12
6.4
8
8.4
8
6.8
5
5.6
8
10.5
10
7.6
866
4.8
9
4.2
14
8.1
14
6.2
7
5.5
18
12.9
5
2.8
645
4.0
9
3.3
8
4.2
7
3.3
4
2.7
13
11.0
11
5.8
1098
4.2
12
3.0
14
5.3
15
4.5
7
3.0
18
10.7
4
3.4
417
5.2
4
4.7
8
8.2
6
5.7
5
11.1
13
14.1
2
3.3
171
5.0
1
3.1
5
13.5
1
2.7
2
9.5
4
13.8
2
3.5
246
5.4
3
5.6
3
5.0
5
7.3
3
12.5
9
14.3
--
--
Decline to answer
6
1.9
381
1.1
5
1.0
2
0.6
4
0.9
1
0.4
1
0.4
3
1.6
199
1.0
1
0.4
1
0.5
3
1.3
0
0
0
0
3
2.4
96
1.4
0
0
1
1.4
0
0
0
0
1
1.8
N/A
N/A
86
1.1
4
2.3
0
0
1
0.8
1
1.1
0
0
2
1.5
94
0.8
2
1.8
0
0
2
1.5
0
0
0
0
2
3.7
114
1.1
0
0
0
0
1
0.8
0
0
0
0
2
1.5
177
1.0
2
0.9
1
0.6
1
0.4
0
0
1
0.7
4
2.3
201
1.2
3
1.1
1
0.5
3
1.4
1
0.7
0
0
3
1.6
227
0.9
4
1.0
2
0.8
3
0.9
1
0.4
0
0
3
2.5
150
1.9
1
1.2
0
0
1
0.9
0
0
1
1.1
3
4.9
70
2.0
1
3.1
0
0
1
2.7
0
0
0
0
0
0
80
1.8
0
0
0
0
0
0
0
0
1
1.6
--
--
Not applicable
0
0
25
0.1
0
0
0
0
0
0
0
0
0
0
0
0
10
0.1
0
0
0
0
0
0
0
0
0
0
0
0
7
0.1
0
0
0
0
0
0
0
0
0
0
N/A
N/A
8
0.1
0
0
0
0
0
0
0
0
0
0
0
0
5
0.1
0
0
0
0
0
0
0
0
0
0
0
0
6
0.1
0
0
0
0
0
0
0
0
0
0
0
0
17
0.1
0
0
0
0
0
0
0
0
0
0
0
0
8
0.1
0
0
0
0
0
0
0
0
0
0
0
0
13
0.1
0
0
0
0
0
0
0
0
0
0
0
0
12
0.1
0
0
0
0
0
0
0
0
0
0
0
0
9
0.3
0
0
0
0
0
0
0
0
0
0
0
0
3
0.1
0
0
0
0
0
0
0
0
0
0
Q255A
Intent to leave: Tenured
For no more than five years
46
25.1
3877
19.7
51
20.9
44
23.0
47
20.6
39
25.8
30
17.8
46
25.1
3877
19.7
51
20.9
44
23.0
47
20.6
39
25.8
30
17.8
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
38
29.2
2530
23.9
25
28.7
21
21.4
27
22.5
22
35.5
21
22.3
7
13.5
1276
14.6
23
15.4
22
24.2
20
18.5
16
18.2
8
11.3
20
23.5
2386
20.3
33
25.6
29
24.6
29
20.6
20
27.0
19
19.8
26
26.8
1486
18.9
18
15.7
15
20.6
18
20.7
19
25.0
11
15.1
27
23.9
3172
20.6
41
20.2
31
23.3
42
23.7
33
26.4
20
18.0
19
27.1
696
16.4
10
24.4
13
22.4
5
9.8
6
23.1
10
17.2
6
18.8
247
13.1
5
26.3
6
26.1
3
13.0
3
23.1
2
9.5
13
34.2
449
19.0
5
22.7
7
20.0
2
7.1
3
23.1
8
21.6
--
--
More than five years but less than ten
39
21.3
3013
15.3
42
17.2
43
22.5
30
13.2
26
17.2
31
18.3
39
21.3
3013
15.3
42
17.2
43
22.5
30
13.2
26
17.2
31
18.3
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
31
23.9
1935
18.3
18
20.7
29
29.6
18
15.0
10
16.1
21
22.3
8
15.4
1034
11.8
22
14.8
14
15.4
12
11.1
16
18.2
9
12.7
22
25.9
1856
15.8
19
14.7
30
25.4
19
13.5
13
17.6
19
19.8
16
16.5
1153
14.6
23
20.0
13
17.8
11
12.6
12
15.8
12
16.4
25
22.1
2491
16.2
34
16.8
32
24.1
24
13.6
21
16.8
23
20.7
14
20.0
517
12.2
8
19.5
11
19.0
6
11.8
5
19.2
8
13.8
9
28.1
219
11.6
4
21.1
3
13.0
2
8.7
2
15.4
6
28.6
5
13.2
298
12.6
4
18.2
8
22.9
4
14.3
3
23.1
2
5.4
--
--
Ten years or more
44
24.0
4797
24.4
75
30.7
26
13.6
55
24.1
46
30.5
29
17.2
44
24.0
4797
24.4
75
30.7
26
13.6
55
24.1
46
30.5
29
17.2
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
27
20.8
2340
22.1
23
26.4
10
10.2
27
22.5
19
30.6
15
16.0
17
32.7
2352
26.9
51
34.2
16
17.6
28
25.9
27
30.7
13
18.3
20
23.5
2903
24.7
40
31.0
17
14.4
30
21.3
23
31.1
17
17.7
24
24.7
1883
23.9
35
30.4
9
12.3
25
28.7
23
30.3
12
16.4
28
24.8
3867
25.1
67
33.0
20
15.0
41
23.2
40
32.0
19
17.1
16
22.9
924
21.7
8
19.5
6
10.3
14
27.4
6
23.1
10
17.2
8
25.0
437
23.1
1
5.3
2
8.7
8
34.8
3
23.1
2
9.5
8
21.1
487
20.6
7
31.8
4
11.4
6
21.4
3
23.1
8
21.6
--
--
I don't know
43
23.5
6782
34.4
65
26.6
60
31.4
83
36.4
34
22.5
65
38.5
43
23.5
6782
34.4
65
26.6
60
31.4
83
36.4
34
22.5
65
38.5
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
27
20.8
3105
29.3
19
21.8
29
29.6
40
33.3
10
16.1
27
28.7
16
30.8
3564
40.7
45
30.2
31
34.1
43
39.8
24
27.3
37
52.1
17
20.0
3906
33.2
28
21.7
35
29.7
55
39.0
15
20.3
32
33.3
26
26.8
2856
36.2
37
32.2
25
34.2
28
32.2
19
25.0
33
45.2
27
23.9
5048
32.8
54
26.6
40
30.1
63
35.6
26
20.8
40
36.0
16
22.9
1710
40.2
11
26.8
20
34.5
20
39.2
8
30.8
25
43.1
5
15.6
778
41.2
5
26.3
7
30.4
8
34.8
5
38.5
8
38.1
11
28.9
932
39.4
6
27.3
13
37.1
12
42.9
3
23.1
17
46.0
--
--
Decline to answer
11
6.0
1228
6.2
11
4.5
18
9.4
13
5.7
6
4.0
14
8.3
11
6.0
1228
6.2
11
4.5
18
9.4
13
5.7
6
4.0
14
8.3
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
7
5.4
675
6.4
2
2.3
9
9.2
8
6.7
1
1.6
10
10.6
4
7.7
523
6.0
8
5.4
8
8.8
5
4.6
5
5.7
4
5.6
6
7.1
723
6.1
9
7.0
7
5.9
8
5.7
3
4.0
9
9.4
5
5.2
500
6.3
2
1.7
11
15.1
5
5.8
3
4.0
5
6.8
6
5.3
817
5.3
7
3.5
10
7.5
7
4.0
5
4.0
9
8.1
5
7.1
406
9.6
4
9.8
8
13.8
6
11.8
1
3.9
5
8.6
4
12.5
209
11.1
4
21.1
5
21.7
2
8.7
0
0
3
14.3
1
2.6
197
8.3
0
0
3
8.6
4
14.3
1
7.7
2
5.4
Q255B
Intent to leave: Pre-tenure
For no more than five years
7
5.6
579
9.4
7
10.1
10
14.5
14
17.3
1
2.6
7
14.3
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
7
5.6
579
9.4
7
10.1
10
14.5
14
17.3
1
2.6
7
14.3
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
3
6.5
298
10.2
3
10.3
6
21.4
10
27.0
1
4.3
2
8.0
4
5.1
278
8.6
4
10.0
4
9.8
4
9.1
0
0
5
21.7
7
9.0
362
8.8
3
6.7
8
16.0
10
17.5
0
0
3
11.1
0
0
217
10.7
4
18.2
2
10.5
4
16.7
1
14.3
4
18.2
0
0
94
10.2
1
12.5
0
0
N<5
N<5
N<5
N<5
N<5
N<5
0
0
123
11.2
3
21.4
2
22.2
3
14.3
N/A
N/A
4
22.2
--
--
More than five years but less than ten
8
6.4
400
6.5
4
5.8
4
5.8
9
11.1
2
5.1
2
4.1
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
8
6.4
400
6.5
4
5.8
4
5.8
9
11.1
2
5.1
2
4.1
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
2
4.3
185
6.3
2
6.9
3
10.7
3
8.1
2
8.7
2
8.0
6
7.7
214
6.7
2
5.0
1
2.4
6
13.6
0
0
0
0
6
7.7
268
6.5
3
6.7
2
4.0
7
12.3
2
6.2
2
7.4
2
4.3
130
6.4
0
0
2
10.5
2
8.3
0
0
0
0
1
3.6
53
5.8
0
0
1
10.0
N<5
N<5
N<5
N<5
N<5
N<5
1
5.3
77
7.0
0
0
1
11.1
2
9.5
N/A
N/A
0
0
--
--
Ten years or more
67
53.6
2168
35.2
19
27.5
19
27.5
26
32.1
14
35.9
12
24.5
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
67
53.6
2168
35.2
19
27.5
19
27.5
26
32.1
14
35.9
12
24.5
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
23
50.0
1060
36.3
7
24.1
9
32.1
11
29.7
7
30.4
7
28.0
44
56.4
1106
34.4
12
30.0
10
24.4
15
34.1
7
43.8
5
21.7
36
46.1
1557
37.8
12
26.7
13
26.0
21
36.8
12
37.5
5
18.5
31
66.0
609
30.1
7
31.8
6
31.6
5
20.8
2
28.6
7
31.8
19
67.9
267
29.0
2
25.0
4
40.0
N<5
N<5
N<5
N<5
N<5
N<5
12
63.2
342
31.1
5
35.7
2
22.2
5
23.8
N/A
N/A
5
27.8
--
--
I don't know
42
33.6
2683
43.6
37
53.6
36
52.2
31
38.3
20
51.3
26
53.1
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
42
33.6
2683
43.6
37
53.6
36
52.2
31
38.3
20
51.3
26
53.1
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
18
39.1
1217
41.6
17
58.6
10
35.7
12
32.4
11
47.8
13
52.0
23
29.5
1461
45.4
20
50.0
26
63.4
19
43.2
9
56.2
12
52.2
28
35.9
1757
42.6
25
55.6
27
54.0
19
33.3
17
53.1
16
59.3
14
29.8
921
45.6
11
50.0
9
47.4
12
50.0
3
42.9
10
45.5
8
28.6
433
47.0
5
62.5
5
50.0
N<5
N<5
N<5
N<5
N<5
N<5
6
31.6
488
44.4
6
42.9
4
44.4
11
52.4
N/A
N/A
8
44.4
--
--
Decline to answer
1
0.8
323
5.2
2
2.9
0
0
1
1.2
2
5.1
2
4.1
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
1
0.8
323
5.2
2
2.9
0
0
1
1.2
2
5.1
2
4.1
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
0
0
163
5.6
0
0
0
0
1
2.7
2
8.7
1
4.0
1
1.3
160
5.0
2
5.0
0
0
0
0
0
0
1
4.3
1
1.3
179
4.3
2
4.4
0
0
0
0
1
3.1
1
3.7
0
0
143
7.1
0
0
0
0
1
4.2
1
14.3
1
4.5
0
0
74
8.0
0
0
0
0
N<5
N<5
N<5
N<5
N<5
N<5
0
0
69
6.3
0
0
0
0
0
0
N/A
N/A
1
5.6
Q255C
Intent to leave: NTT
For no more than five years
N<5
N<5
1425
18.4
38
21.8
17
17.2
23
18.0
11
12.5
3
20.0
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
1425
18.4
38
21.8
17
17.2
23
18.0
11
12.5
3
20.0
N<5
N<5
151
31.0
10
45.5
N<5
N<5
2
18.2
N<5
N<5
N<5
N<5
N<5
N<5
197
19.0
9
25.7
N<5
N<5
1
10.0
N<5
N<5
N<5
N<5
N<5
N<5
607
20.2
20
36.4
5
20.0
9
19.1
2
6.9
3
42.9
N<5
N<5
810
17.1
18
15.1
12
16.4
14
17.3
7
12.3
0
0
N<5
N<5
1180
18.9
38
25.0
15
18.5
20
20.4
9
11.7
1
9.1
N/A
N/A
241
16.1
0
0
2
11.1
3
10.0
2
18.2
N/A
N/A
N<5
N<5
69
13.2
0
0
N<5
N<5
1
9.1
N<5
N<5
N<5
N<5
N/A
N/A
172
17.7
0
0
2
12.5
2
10.5
2
25.0
N/A
N/A
--
--
More than five years but less than ten
N<5
N<5
1193
15.4
33
19.0
19
19.2
23
18.0
14
15.9
1
6.7
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
1193
15.4
33
19.0
19
19.2
23
18.0
14
15.9
1
6.7
N<5
N<5
100
20.5
1
4.5
N<5
N<5
3
27.3
N<5
N<5
N<5
N<5
N<5
N<5
184
17.7
4
11.4
N<5
N<5
2
20.0
N<5
N<5
N<5
N<5
N<5
N<5
454
15.1
11
20.0
2
8.0
7
14.9
5
17.2
0
0
N<5
N<5
734
15.5
22
18.5
16
21.9
16
19.8
9
15.8
1
12.5
N<5
N<5
996
15.9
31
20.4
15
18.5
18
18.4
13
16.9
1
9.1
N/A
N/A
197
13.2
2
9.1
4
22.2
5
16.7
1
9.1
N/A
N/A
N<5
N<5
70
13.4
1
20.0
N<5
N<5
2
18.2
N<5
N<5
N<5
N<5
N/A
N/A
127
13.1
1
5.9
4
25.0
3
15.8
1
12.5
N/A
N/A
--
--
Ten years or more
N<5
N<5
2212
28.5
57
32.8
24
24.2
39
30.5
30
34.1
3
20.0
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
2212
28.5
57
32.8
24
24.2
39
30.5
30
34.1
3
20.0
N<5
N<5
91
18.7
7
31.8
N<5
N<5
4
36.4
N<5
N<5
N<5
N<5
N<5
N<5
307
29.6
11
31.4
N<5
N<5
3
30.0
N<5
N<5
N<5
N<5
N<5
N<5
833
27.7
12
21.8
10
40.0
12
25.5
11
37.9
1
14.3
N<5
N<5
1377
29.1
45
37.8
14
19.2
27
33.3
19
33.3
2
25.0
N<5
N<5
1812
29.0
45
29.6
18
22.2
27
27.6
26
33.8
2
18.2
N/A
N/A
395
26.4
12
54.5
6
33.3
12
40.0
4
36.4
N/A
N/A
N<5
N<5
132
25.2
3
60.0
N<5
N<5
2
18.2
N<5
N<5
N<5
N<5
N/A
N/A
263
27.1
9
52.9
5
31.2
10
52.6
3
37.5
N/A
N/A
--
--
I don't know
N<5
N<5
2600
33.5
42
24.1
35
35.4
39
30.5
29
33.0
8
53.3
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
2600
33.5
42
24.1
35
35.4
39
30.5
29
33.0
8
53.3
N<5
N<5
117
24.0
4
18.2
N<5
N<5
2
18.2
N<5
N<5
N<5
N<5
N<5
N<5
297
28.6
10
28.6
N<5
N<5
3
30.0
N<5
N<5
N<5
N<5
N<5
N<5
996
33.1
11
20.0
7
28.0
15
31.9
10
34.5
3
42.9
N<5
N<5
1595
33.7
31
26.1
28
38.4
24
29.6
19
33.3
5
62.5
N<5
N<5
2015
32.3
34
22.4
29
35.8
32
32.6
26
33.8
7
63.6
N/A
N/A
575
38.4
8
36.4
6
33.3
7
23.3
3
27.3
N/A
N/A
N<5
N<5
211
40.3
1
20.0
N<5
N<5
4
36.4
N<5
N<5
N<5
N<5
N/A
N/A
364
37.5
7
41.2
5
31.2
3
15.8
2
25.0
N/A
N/A
--
--
Decline to answer
N<5
N<5
334
4.3
4
2.3
4
4.0
4
3.1
4
4.5
0
0
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
334
4.3
4
2.3
4
4.0
4
3.1
4
4.5
0
0
N<5
N<5
28
5.8
0
0
N<5
N<5
0
0
N<5
N<5
N<5
N<5
N<5
N<5
54
5.2
1
2.9
N<5
N<5
1
10.0
N<5
N<5
N<5
N<5
N<5
N<5
119
4.0
1
1.8
1
4.0
4
8.5
1
3.5
0
0
N<5
N<5
213
4.5
3
2.5
3
4.1
0
0
3
5.3
0
0
N<5
N<5
244
3.9
4
2.6
4
4.9
1
1.0
3
3.9
0
0
N/A
N/A
88
5.9
0
0
0
0
3
10.0
1
9.1
N/A
N/A
N<5
N<5
42
8.0
0
0
N<5
N<5
2
18.2
N<5
N<5
N<5
N<5
N/A
N/A
46
4.7
0
0
0
0
1
5.3
0
0
N/A
N/A
Q260
Reason for leaving
To improve your salary/benefits
57
18.4
5754
16.8
67
13.7
89
24.5
64
14.7
34
12.2
35
13.5
27
14.8
3002
15.1
17
7.0
45
23.6
24
10.5
15
9.9
21
11.2
30
23.6
1026
15.5
7
9.6
20
27.4
8
9.9
5
12.5
9
16.1
N/A
N/A
1726
22.2
43
24.7
24
24.2
32
25.0
14
15.9
5
33.3
12
9.2
1419
12.8
8
7.3
19
19.2
13
9.9
8
12.9
8
8.5
16
29.6
1816
18.0
18
9.6
26
27.4
16
13.6
7
7.9
9
11.8
25
18.9
3081
17.1
22
10.2
45
26.0
30
13.3
22
17.3
21
15.1
32
18.2
2657
16.5
45
16.4
44
23.3
34
16.0
12
8.1
13
11.0
35
18.3
4199
16.0
58
14.4
59
22.2
50
15.1
27
11.5
18
10.7
22
18.5
1535
19.3
9
10.5
30
30.9
14
13.3
7
15.6
17
18.7
11
18.0
665
19.5
3
9.4
12
32.4
6
16.2
5
23.8
5
17.2
11
19.0
870
19.2
6
11.1
18
30.0
8
11.8
2
8.3
12
19.4
--
--
To find a more collegial work environment
10
3.2
1592
4.7
35
7.1
18
5.0
23
5.3
10
3.6
13
5.0
5
2.7
958
4.8
22
9.0
8
4.2
7
3.1
6
4.0
10
5.3
5
3.9
304
4.6
5
6.8
4
5.5
5
6.2
3
7.5
3
5.4
N/A
N/A
330
4.2
8
4.6
6
6.1
11
8.6
1
1.1
0
0
2
1.5
423
3.8
7
6.4
4
4.0
3
2.3
2
3.2
4
4.3
3
5.6
594
5.9
18
9.6
5
5.3
6
5.1
4
4.5
6
7.9
3
2.3
705
3.9
16
7.4
7
4.0
15
6.7
4
3.1
6
4.3
7
4.0
882
5.5
19
6.9
11
5.8
8
3.8
6
4.0
7
5.9
6
3.1
1181
4.5
31
7.7
14
5.3
15
4.5
10
4.3
8
4.8
4
3.4
407
5.1
4
4.7
4
4.1
8
7.6
0
0
5
5.5
3
4.9
154
4.5
1
3.1
2
5.4
4
10.8
0
0
1
3.5
1
1.7
253
5.6
3
5.6
2
3.3
4
5.9
0
0
4
6.5
--
--
To find an employer who provides more resources in support of your work
21
6.8
3157
9.2
41
8.3
23
6.3
49
11.2
20
7.2
63
24.3
11
6.0
1890
9.5
16
6.6
16
8.4
31
13.6
10
6.6
43
22.9
10
7.9
907
13.7
17
23.3
4
5.5
15
18.5
7
17.5
19
33.9
N/A
N/A
360
4.6
8
4.6
3
3.0
3
2.3
3
3.4
1
6.7
6
4.6
904
8.2
5
4.6
7
7.1
14
10.7
5
8.1
20
21.3
5
9.3
1073
10.6
12
6.4
10
10.5
17
14.4
5
5.6
19
25.0
8
6.1
1626
9.0
18
8.3
17
9.8
24
10.7
11
8.7
30
21.6
12
6.8
1523
9.4
23
8.4
6
3.2
25
11.8
9
6.0
33
28.0
14
7.3
2230
8.5
29
7.2
12
4.5
35
10.5
19
8.1
40
23.8
7
5.9
920
11.6
11
12.8
11
11.3
14
13.3
1
2.2
23
25.3
5
8.2
489
14.3
6
18.8
6
16.2
5
13.5
0
0
8
27.6
2
3.5
431
9.5
5
9.3
5
8.3
9
13.2
1
4.2
15
24.2
--
--
To work at an institution whose priorities match your own
18
5.8
2760
8.1
23
4.7
23
6.3
44
10.1
12
4.3
26
10.0
7
3.8
1782
9.0
15
6.2
14
7.3
23
10.1
8
5.3
19
10.1
11
8.7
582
8.8
5
6.8
5
6.8
17
21.0
3
7.5
6
10.7
N/A
N/A
396
5.1
3
1.7
4
4.0
4
3.1
1
1.1
1
6.7
3
2.3
899
8.1
5
4.6
11
11.1
11
8.4
4
6.5
12
12.8
4
7.4
969
9.6
11
5.8
4
4.2
12
10.2
4
4.5
8
10.5
9
6.8
1542
8.6
9
4.2
12
6.9
23
10.2
6
4.7
15
10.8
9
5.1
1210
7.5
14
5.1
11
5.8
21
9.9
6
4.0
11
9.3
10
5.2
2067
7.9
18
4.5
20
7.5
33
9.9
9
3.9
19
11.3
8
6.7
686
8.6
5
5.8
3
3.1
11
10.5
3
6.7
7
7.7
4
6.6
302
8.9
3
9.4
0
0
4
10.8
3
14.3
2
6.9
4
6.9
384
8.5
2
3.7
3
5.0
7
10.3
0
0
5
8.1
--
--
To pursue an administrative position in higher education
14
4.5
1413
4.1
19
3.9
9
2.5
34
7.8
8
2.9
5
1.9
14
7.7
1064
5.4
15
6.2
6
3.1
23
10.1
7
4.6
5
2.7
0
0
161
2.4
2
2.7
3
4.1
3
3.7
0
0
0
0
N/A
N/A
188
2.4
2
1.1
0
0
8
6.2
1
1.1
0
0
12
9.2
700
6.3
7
6.4
2
2.0
11
8.4
3
4.8
3
3.2
2
3.7
437
4.3
10
5.3
4
4.2
14
11.9
4
4.5
2
2.6
6
4.5
815
4.5
9
4.2
6
3.5
17
7.6
2
1.6
4
2.9
8
4.5
596
3.7
10
3.6
3
1.6
17
8.0
6
4.0
1
0.8
8
4.2
1070
4.1
18
4.5
7
2.6
24
7.2
8
3.4
3
1.8
6
5.0
341
4.3
1
1.2
2
2.1
10
9.5
0
0
2
2.2
1
1.6
113
3.3
0
0
1
2.7
2
5.4
0
0
0
0
5
8.6
228
5.0
1
1.9
1
1.7
8
11.8
0
0
2
3.2
--
--
To pursue a nonacademic job
4
1.3
659
1.9
8
1.6
6
1.6
6
1.4
3
1.1
4
1.5
1
0.6
262
1.3
3
1.2
1
0.5
4
1.8
2
1.3
2
1.1
3
2.4
123
1.9
0
0
4
5.5
1
1.2
0
0
2
3.6
N/A
N/A
274
3.5
5
2.9
1
1.0
1
0.8
1
1.1
0
0
1
0.8
110
1.0
0
0
0
0
0
0
0
0
1
1.1
0
0
184
1.8
3
1.6
1
1.1
4
3.4
2
2.2
2
2.6
1
0.8
304
1.7
2
0.9
1
0.6
4
1.8
0
0
0
0
2
1.1
355
2.2
6
2.2
5
2.6
2
0.9
3
2.0
4
3.4
3
1.6
538
2.1
7
1.7
5
1.9
5
1.5
3
1.3
2
1.2
1
0.8
120
1.5
1
1.2
1
1.0
1
0.9
0
0
2
2.2
1
1.6
38
1.1
0
0
0
0
1
2.7
0
0
1
3.5
0
0
82
1.8
1
1.9
1
1.7
0
0
0
0
1
1.6
--
--
To improve the employment opportunities for your spouse/partner
8
2.6
1281
3.8
14
2.9
14
3.9
19
4.3
12
4.3
5
1.9
3
1.6
524
2.6
6
2.5
4
2.1
3
1.3
5
3.3
4
2.1
5
3.9
560
8.5
8
11.0
6
8.2
9
11.1
3
7.5
1
1.8
N/A
N/A
197
2.5
0
0
4
4.0
7
5.5
4
4.5
0
0
2
1.5
188
1.7
1
0.9
0
0
0
0
1
1.6
3
3.2
1
1.9
368
3.6
5
2.7
4
4.2
3
2.5
4
4.5
1
1.3
3
2.3
666
3.7
9
4.2
4
2.3
5
2.2
5
3.9
3
2.2
5
2.8
612
3.8
5
1.8
10
5.3
14
6.6
7
4.7
2
1.7
5
2.6
920
3.5
10
2.5
8
3.0
15
4.5
10
4.3
3
1.8
3
2.5
361
4.5
4
4.7
6
6.2
4
3.8
2
4.4
2
2.2
1
1.6
175
5.1
1
3.1
3
8.1
0
0
0
0
1
3.5
2
3.5
186
4.1
3
5.6
3
5.0
4
5.9
2
8.3
1
1.6
--
--
For other family or personal needs
20
6.5
2025
5.9
21
4.3
29
8.0
35
8.0
20
7.2
6
2.3
4
2.2
822
4.1
14
5.7
7
3.7
13
5.7
6
4.0
2
1.1
16
12.6
671
10.2
4
5.5
10
13.7
7
8.6
5
12.5
2
3.6
N/A
N/A
532
6.9
3
1.7
12
12.1
15
11.7
9
10.2
2
13.3
3
2.3
368
3.3
5
4.6
3
3.0
9
6.9
2
3.2
1
1.1
1
1.9
536
5.3
10
5.3
4
4.2
6
5.1
4
4.5
0
0
10
7.6
922
5.1
11
5.1
6
3.5
12
5.3
9
7.1
6
4.3
10
5.7
1102
6.8
10
3.6
23
12.2
23
10.8
11
7.4
0
0
9
4.7
1453
5.5
17
4.2
20
7.5
25
7.5
15
6.4
4
2.4
11
9.2
568
7.2
4
4.7
9
9.3
10
9.5
5
11.1
2
2.2
7
11.5
259
7.6
2
6.2
2
5.4
5
13.5
1
4.8
2
6.9
4
6.9
309
6.8
2
3.7
7
11.7
5
7.3
4
16.7
0
0
--
--
To improve your quality of life
35
11.3
2712
7.9
38
7.7
19
5.2
21
4.8
41
14.7
24
9.3
17
9.3
1423
7.2
16
6.6
10
5.2
12
5.3
29
19.2
18
9.6
18
14.2
588
8.9
7
9.6
6
8.2
3
3.7
1
2.5
5
8.9
N/A
N/A
701
9.0
15
8.6
3
3.0
6
4.7
11
12.5
1
6.7
14
10.8
660
6.0
2
1.8
5
5.0
6
4.6
10
16.1
3
3.2
3
5.6
902
8.9
15
8.0
6
6.3
6
5.1
19
21.4
12
15.8
14
10.6
1175
6.5
15
6.9
5
2.9
9
4.0
16
12.6
11
7.9
21
11.9
1523
9.4
23
8.4
14
7.4
12
5.7
24
16.1
13
11.0
26
13.6
2122
8.1
30
7.4
9
3.4
12
3.6
31
13.2
14
8.3
9
7.6
581
7.3
7
8.1
10
10.3
9
8.6
10
22.2
10
11.0
4
6.6
204
6.0
3
9.4
2
5.4
2
5.4
3
14.3
2
6.9
5
8.6
377
8.3
4
7.4
8
13.3
7
10.3
7
29.2
8
12.9
--
--
To retire
82
26.4
7253
21.2
149
30.4
76
20.9
88
20.1
65
23.3
48
18.5
75
41.0
5286
26.6
88
36.1
51
26.7
60
26.3
41
27.1
43
22.9
7
5.5
221
3.4
2
2.7
0
0
2
2.5
0
0
1
1.8
N/A
N/A
1746
22.5
59
33.9
25
25.2
26
20.3
24
27.3
4
26.7
65
50.0
3919
35.3
57
52.3
33
33.3
48
36.6
18
29.0
27
28.7
9
16.7
1727
17.1
57
30.3
18
18.9
19
16.1
22
24.7
10
13.2
40
30.3
4223
23.5
74
34.3
40
23.1
57
25.3
28
22.1
26
18.7
42
23.9
3024
18.8
75
27.3
36
19.1
31
14.6
36
24.2
22
18.6
48
25.1
6260
23.9
126
31.3
66
24.8
78
23.5
55
23.5
33
19.6
34
28.6
985
12.4
23
26.7
10
10.3
10
9.5
10
22.2
15
16.5
17
27.9
357
10.5
8
25.0
2
5.4
3
8.1
5
23.8
5
17.2
17
29.3
628
13.8
15
27.8
8
13.3
7
10.3
5
20.8
10
16.1
--
--
To move to a preferred geographic location
9
2.9
2246
6.6
34
6.9
20
5.5
23
5.3
23
8.2
7
2.7
6
3.3
1073
5.4
16
6.6
7
3.7
10
4.4
14
9.3
5
2.7
3
2.4
753
11.4
8
11.0
6
8.2
7
8.6
6
15.0
2
3.6
N/A
N/A
420
5.4
10
5.8
7
7.1
6
4.7
3
3.4
0
0
3
2.3
486
4.4
6
5.5
3
3.0
5
3.8
6
9.7
2
2.1
3
5.6
639
6.3
13
6.9
4
4.2
6
5.1
8
9.0
3
4.0
3
2.3
1161
6.5
12
5.6
13
7.5
12
5.3
9
7.1
4
2.9
6
3.4
1081
6.7
22
8.0
7
3.7
11
5.2
13
8.7
3
2.5
7
3.7
1757
6.7
28
7.0
19
7.1
21
6.3
21
9.0
6
3.6
2
1.7
487
6.1
6
7.0
1
1.0
2
1.9
2
4.4
1
1.1
1
1.6
210
6.2
1
3.1
1
2.7
0
0
1
4.8
0
0
1
1.7
277
6.1
5
9.3
0
0
2
2.9
1
4.2
1
1.6
--
--
Other (Please specify)
17
5.5
991
2.9
2
0.4
18
5.0
2
0.5
12
4.3
11
4.2
8
4.4
494
2.5
0
0
7
3.7
1
0.4
3
2.0
9
4.8
9
7.1
182
2.8
1
1.4
3
4.1
0
0
2
5.0
2
3.6
N/A
N/A
315
4.1
1
0.6
8
8.1
1
0.8
7
8.0
0
0
4
3.1
245
2.2
0
0
3
3.0
1
0.8
0
0
6
6.4
4
7.4
295
2.9
1
0.5
4
4.2
1
0.8
4
4.5
3
4.0
5
3.8
498
2.8
0
0
7
4.0
2
0.9
6
4.7
8
5.8
12
6.8
485
3.0
2
0.7
10
5.3
0
0
6
4.0
3
2.5
11
5.8
794
3.0
2
0.5
15
5.6
0
0
11
4.7
10
6.0
6
5.0
192
2.4
0
0
3
3.1
2
1.9
1
2.2
1
1.1
2
3.3
51
1.5
0
0
0
0
1
2.7
1
4.8
1
3.5
4
6.9
141
3.1
0
0
3
5.0
1
1.5
0
0
0
0
--
--
There is no reason why I would choose to leave this institution
7
2.3
1051
3.1
20
4.1
7
1.9
11
2.5
9
3.2
5
1.9
1
0.6
480
2.4
5
2.0
4
2.1
5
2.2
2
1.3
2
1.1
6
4.7
257
3.9
4
5.5
2
2.7
3
3.7
3
7.5
2
3.6
N/A
N/A
314
4.0
11
6.3
1
1.0
3
2.3
4
4.5
1
6.7
1
0.8
313
2.8
2
1.8
1
1.0
3
2.3
2
3.2
1
1.1
0
0
203
2.0
7
3.7
3
3.2
3
2.5
0
0
0
0
2
1.5
571
3.2
6
2.8
4
2.3
7
3.1
5
3.9
2
1.4
5
2.8
479
3.0
14
5.1
3
1.6
4
1.9
4
2.7
3
2.5
5
2.6
730
2.8
15
3.7
5
1.9
8
2.4
6
2.6
3
1.8
2
1.7
320
4.0
5
5.8
2
2.1
3
2.9
3
6.7
2
2.2
2
3.3
162
4.8
1
3.1
2
5.4
1
2.7
1
4.8
0
0
0
0
158
3.5
4
7.4
0
0
2
2.9
2
8.3
2
3.2
--
--
Decline to answer
8
2.6
1306
3.8
20
4.1
12
3.3
18
4.1
10
3.6
7
2.7
4
2.2
779
3.9
11
4.5
11
5.8
12
5.3
3
2.0
5
2.7
4
3.1
266
4.0
3
4.1
0
0
1
1.2
2
5.0
2
3.6
N/A
N/A
261
3.4
6
3.5
1
1.0
5
3.9
5
5.7
0
0
2
1.5
460
4.2
4
3.7
8
8.1
7
5.3
1
1.6
3
3.2
3
5.6
364
3.6
8
4.3
2
2.1
5
4.2
2
2.2
1
1.3
3
2.3
704
3.9
13
6.0
6
3.5
8
3.6
4
3.1
3
2.2
5
2.8
595
3.7
7
2.5
6
3.2
10
4.7
6
4.0
3
2.5
4
2.1
855
3.3
14
3.5
7
2.6
11
3.3
9
3.9
5
3.0
4
3.4
440
5.5
6
7.0
5
5.2
7
6.7
1
2.2
2
2.2
2
3.3
228
6.7
3
9.4
4
10.8
3
8.1
1
4.8
1
3.5
2
3.5
212
4.7
3
5.6
1
1.7
4
5.9
0
0
1
1.6
Q265
Recommend department
Strongly recommend your department as a place to work
179
57.7
17206
50.3
236
48.1
188
51.8
239
54.7
133
47.7
70
27.0
111
60.7
9860
49.7
116
47.5
100
52.4
123
54.0
64
42.4
49
26.1
68
53.5
3461
52.5
31
42.5
31
42.5
45
55.6
20
50.0
12
21.4
N/A
N/A
3885
50.1
89
51.1
57
57.6
71
55.5
49
55.7
9
60.0
81
62.3
6037
54.4
58
53.2
56
56.6
81
61.8
33
53.2
26
27.7
31
57.4
4496
44.5
82
43.6
44
46.3
54
45.8
32
36.0
14
18.4
74
56.1
9227
51.3
107
49.5
90
52.0
124
55.1
61
48.0
33
23.7
104
59.1
7950
49.3
129
46.9
98
51.9
115
54.2
70
47.0
36
30.5
111
58.1
13454
51.4
196
48.6
141
53.0
188
56.6
110
47.0
43
25.6
68
57.1
3726
46.9
40
46.5
47
48.5
51
48.6
23
51.1
27
29.7
33
54.1
1671
49.1
11
34.4
17
46.0
18
48.6
11
52.4
11
37.9
35
60.3
2055
45.3
29
53.7
30
50.0
33
48.5
12
50.0
16
25.8
--
--
Recommend your department with reservations
103
33.2
12742
37.3
179
36.5
133
36.6
144
33.0
115
41.2
134
51.7
55
30.1
7440
37.5
89
36.5
61
31.9
72
31.6
72
47.7
95
50.5
48
37.8
2380
36.1
29
39.7
35
48.0
26
32.1
13
32.5
33
58.9
N/A
N/A
2922
37.7
61
35.1
37
37.4
46
35.9
30
34.1
6
40.0
39
30.0
3841
34.6
42
38.5
27
27.3
34
25.9
25
40.3
49
52.1
15
27.8
4130
40.9
70
37.2
38
40.0
45
38.1
46
51.7
42
55.3
43
32.6
6660
37.0
78
36.1
62
35.8
68
30.2
48
37.8
76
54.7
59
33.5
6050
37.5
101
36.7
70
37.0
76
35.9
67
45.0
58
49.1
61
31.9
9787
37.4
150
37.2
99
37.2
110
33.1
100
42.7
93
55.4
42
35.3
2921
36.8
28
32.6
34
35.0
34
32.4
15
33.3
41
45.0
22
36.1
1195
35.1
12
37.5
11
29.7
13
35.1
6
28.6
14
48.3
20
34.5
1726
38.1
16
29.6
23
38.3
21
30.9
9
37.5
27
43.5
--
--
Not recommend your department as a place to work
17
5.5
2438
7.1
37
7.5
25
6.9
32
7.3
22
7.9
38
14.7
11
6.0
1511
7.6
22
9.0
19
9.9
18
7.9
12
8.0
31
16.5
6
4.7
425
6.4
6
8.2
3
4.1
7
8.6
3
7.5
7
12.5
N/A
N/A
502
6.5
9
5.2
3
3.0
7
5.5
7
8.0
0
0
7
5.4
724
6.5
5
4.6
11
11.1
8
6.1
3
4.8
14
14.9
4
7.4
881
8.7
20
10.6
8
8.4
12
10.2
9
10.1
13
17.1
10
7.6
1259
7.0
15
6.9
11
6.4
21
9.3
14
11.0
18
12.9
7
4.0
1164
7.2
22
8.0
14
7.4
11
5.2
7
4.7
20
16.9
13
6.8
1748
6.7
30
7.4
17
6.4
23
6.9
17
7.3
22
13.1
4
3.4
680
8.6
6
7.0
8
8.2
9
8.6
5
11.1
16
17.6
3
4.9
268
7.9
3
9.4
4
10.8
4
10.8
2
9.5
2
6.9
1
1.7
412
9.1
3
5.6
4
6.7
5
7.3
3
12.5
14
22.6
--
--
Decline to answer
11
3.5
1806
5.3
39
7.9
17
4.7
22
5.0
9
3.2
17
6.6
6
3.3
1026
5.2
17
7.0
11
5.8
15
6.6
3
2.0
13
6.9
5
3.9
331
5.0
7
9.6
4
5.5
3
3.7
4
10.0
4
7.1
N/A
N/A
449
5.8
15
8.6
2
2.0
4
3.1
2
2.3
0
0
3
2.3
490
4.4
4
3.7
5
5.0
8
6.1
1
1.6
5
5.3
4
7.4
600
5.9
16
8.5
5
5.3
7
5.9
2
2.2
7
9.2
5
3.8
846
4.7
16
7.4
10
5.8
12
5.3
4
3.1
12
8.6
6
3.4
953
5.9
23
8.4
7
3.7
10
4.7
5
3.4
4
3.4
6
3.1
1182
4.5
27
6.7
9
3.4
11
3.3
7
3.0
10
6.0
5
4.2
613
7.7
12
13.9
8
8.2
11
10.5
2
4.4
7
7.7
3
4.9
271
8.0
6
18.8
5
13.5
2
5.4
2
9.5
2
6.9
2
3.5
342
7.5
6
11.1
3
5.0
9
13.2
0
0
5
8.1
Q267A
Best aspects about working at your institution.
Quality of colleagues
95
15.8
11189
16.9
133
14.2
93
13.1
140
16.5
77
14.2
35
7.0
57
16.1
6876
17.9
76
16.4
55
14.6
74
16.7
44
15.1
23
6.3
38
15.3
1952
15.2
19
13.8
13
9.2
27
16.8
9
11.5
7
6.5
N/A
N/A
2361
15.7
38
11.3
25
12.9
39
16.1
24
14.0
5
17.2
45
18.0
4159
19.4
35
16.7
31
16.5
44
17.5
20
16.7
13
7.3
13
12.4
3183
16.2
48
13.4
25
12.8
35
15.2
23
13.4
8
5.4
43
16.9
6195
17.8
59
14.3
47
14.1
76
17.6
35
14.3
17
6.4
51
14.8
4968
15.8
74
14.1
46
12.2
64
15.4
40
13.8
18
7.8
67
18.1
9164
18.0
114
14.7
77
14.8
117
18.0
64
14.1
26
8.0
28
12.1
1989
13.1
19
12.0
16
8.3
23
11.6
13
14.9
9
5.2
9
7.6
818
12.7
5
8.8
5
6.3
9
13.0
6
15.0
3
5.5
19
16.8
1171
13.5
14
13.9
11
9.7
14
10.8
7
14.9
6
5.1
--
--
Support of colleagues
64
10.6
5758
8.7
112
11.9
73
10.3
91
10.7
58
10.7
27
5.4
30
8.5
2817
7.3
52
11.2
25
6.7
52
11.7
25
8.6
17
4.7
34
13.7
1461
11.4
15
10.9
25
17.7
20
12.4
9
11.5
6
5.6
N/A
N/A
1480
9.8
45
13.4
23
11.9
19
7.8
24
14.0
4
13.8
18
7.2
1366
6.4
18
8.6
10
5.3
29
11.5
8
6.7
9
5.1
12
11.4
1688
8.6
51
14.2
16
8.2
26
11.3
17
9.9
7
4.7
22
8.7
2478
7.1
37
9.0
30
9.0
38
8.8
23
9.4
11
4.1
42
12.2
3268
10.4
75
14.3
43
11.4
53
12.8
34
11.7
16
7.0
38
10.2
4436
8.7
97
12.5
53
10.2
70
10.8
51
11.2
21
6.4
26
11.3
1312
8.7
15
9.5
20
10.4
21
10.6
7
8.1
6
3.5
15
12.7
601
9.3
5
8.8
10
12.7
8
11.6
4
10.0
2
3.6
11
9.7
711
8.2
10
9.9
10
8.8
13
10.1
3
6.4
4
3.4
--
--
Opportunities to collaborate with colleagues
9
1.5
2709
4.1
23
2.5
27
3.8
36
4.2
13
2.4
15
3.0
4
1.1
1573
4.1
13
2.8
15
4.0
19
4.3
8
2.7
11
3.0
5
2.0
591
4.6
3
2.2
6
4.3
8
5.0
4
5.1
2
1.9
N/A
N/A
545
3.6
7
2.1
6
3.1
9
3.7
1
0.6
2
6.9
2
0.8
989
4.6
7
3.3
11
5.8
11
4.4
5
4.2
6
3.4
2
1.9
730
3.7
7
2.0
6
3.1
10
4.3
3
1.7
5
3.4
3
1.2
1432
4.1
10
2.4
12
3.6
15
3.5
4
1.6
12
4.5
6
1.7
1271
4.0
13
2.5
15
4.0
21
5.1
9
3.1
3
1.3
3
0.8
2025
4.0
18
2.3
20
3.9
27
4.2
12
2.6
9
2.8
6
2.6
680
4.5
5
3.2
7
3.6
9
4.5
1
1.1
6
3.5
3
2.5
343
5.3
4
7.0
3
3.8
1
1.4
0
0
3
5.5
3
2.6
337
3.9
1
1.0
4
3.5
8
6.2
1
2.1
3
2.5
--
--
Quality of graduate students
19
3.2
3407
5.1
26
2.8
25
3.5
22
2.6
22
4.1
30
6.0
15
4.2
2197
5.7
15
3.2
15
4.0
14
3.1
15
5.1
21
5.8
4
1.6
451
3.5
4
2.9
3
2.1
5
3.1
4
5.1
4
3.7
N/A
N/A
759
5.0
7
2.1
7
3.6
3
1.2
3
1.8
5
17.2
10
4.0
1508
7.0
12
5.7
4
2.1
9
3.6
9
7.5
12
6.7
5
4.8
922
4.7
5
1.4
11
5.6
6
2.6
6
3.5
9
6.0
4
1.6
1730
5.0
13
3.2
11
3.3
10
2.3
11
4.5
11
4.1
15
4.4
1663
5.3
13
2.5
14
3.7
12
2.9
11
3.8
19
8.3
12
3.2
2750
5.4
16
2.1
18
3.5
18
2.8
20
4.4
19
5.8
7
3.0
642
4.2
10
6.3
7
3.6
4
2.0
2
2.3
11
6.4
3
2.5
230
3.6
3
5.3
1
1.3
1
1.4
0
0
4
7.3
4
3.5
412
4.7
7
6.9
6
5.3
3
2.3
2
4.3
7
5.9
--
--
Quality of undergraduate students
47
7.8
5321
8.0
60
6.4
24
3.4
24
2.8
40
7.4
80
16.0
29
8.2
2949
7.7
18
3.9
5
1.3
10
2.2
15
5.1
58
16.0
18
7.2
735
5.7
6
4.3
5
3.5
3
1.9
5
6.4
20
18.5
N/A
N/A
1637
10.9
36
10.7
14
7.2
11
4.5
20
11.7
2
6.9
17
6.8
1521
7.1
12
5.7
2
1.1
1
0.4
6
5.0
29
16.3
13
12.4
1608
8.2
19
5.3
3
1.5
10
4.3
10
5.8
27
18.1
16
6.3
2661
7.7
24
5.8
5
1.5
14
3.2
25
10.2
35
13.2
30
8.7
2644
8.4
36
6.9
18
4.8
10
2.4
15
5.2
44
19.1
28
7.5
4330
8.5
49
6.3
20
3.9
19
2.9
34
7.5
49
15.0
19
8.2
981
6.5
10
6.3
4
2.1
5
2.5
6
6.9
31
17.9
7
5.9
295
4.6
2
3.5
1
1.3
1
1.4
2
5.0
5
9.1
12
10.6
686
7.9
8
7.9
3
2.6
4
3.1
4
8.5
26
22.0
--
--
Quality of facilities
4
0.7
1226
1.9
18
1.9
8
1.1
21
2.5
13
2.4
4
0.8
3
0.8
688
1.8
6
1.3
4
1.1
12
2.7
9
3.1
3
0.8
1
0.4
224
1.7
5
3.6
1
0.7
5
3.1
0
0
0
0
N/A
N/A
314
2.1
7
2.1
3
1.6
4
1.6
4
2.3
1
3.5
2
0.8
429
2.0
5
2.4
1
0.5
7
2.8
3
2.5
1
0.6
1
0.9
326
1.7
5
1.4
3
1.5
6
2.6
5
2.9
2
1.3
3
1.2
766
2.2
10
2.4
3
0.9
13
3.0
6
2.5
4
1.5
1
0.3
458
1.5
8
1.5
5
1.3
8
1.9
7
2.4
0
0
4
1.1
937
1.8
15
1.9
5
1.0
16
2.5
11
2.4
4
1.2
0
0
284
1.9
3
1.9
3
1.6
5
2.5
2
2.3
0
0
0
0
101
1.6
1
1.8
0
0
4
5.8
1
2.5
0
0
0
0
183
2.1
2
2.0
3
2.6
1
0.8
1
2.1
0
0
--
--
Compensation
4
0.7
1377
2.1
34
3.6
13
1.8
19
2.2
11
2.0
7
1.4
0
0
750
1.9
18
3.9
9
2.4
12
2.7
7
2.4
6
1.7
4
1.6
270
2.1
2
1.4
3
2.1
3
1.9
3
3.9
1
0.9
N/A
N/A
357
2.4
14
4.2
1
0.5
4
1.6
1
0.6
0
0
0
0
470
2.2
6
2.9
4
2.1
9
3.6
2
1.7
5
2.8
0
0
343
1.8
14
3.9
5
2.6
4
1.7
5
2.9
1
0.7
3
1.2
760
2.2
12
2.9
6
1.8
10
2.3
6
2.5
3
1.1
1
0.3
614
2.0
22
4.2
7
1.9
9
2.2
5
1.7
4
1.7
3
0.8
1076
2.1
29
3.7
10
1.9
16
2.5
10
2.2
3
0.9
1
0.4
300
2.0
5
3.2
3
1.6
3
1.5
1
1.1
4
2.3
0
0
92
1.4
1
1.8
2
2.5
0
0
0
0
0
0
1
0.9
208
2.4
4
4.0
1
0.9
3
2.3
1
2.1
4
3.4
--
--
Support for research/creative work
15
2.5
1721
2.6
41
4.4
16
2.2
34
4.0
10
1.9
5
1.0
9
2.5
1030
2.7
22
4.8
11
2.9
22
5.0
7
2.4
2
0.6
6
2.4
473
3.7
9
6.5
2
1.4
9
5.6
3
3.9
3
2.8
N/A
N/A
218
1.4
10
3.0
3
1.6
3
1.2
0
0
0
0
7
2.8
704
3.3
15
7.1
7
3.7
12
4.8
7
5.8
1
0.6
2
1.9
390
2.0
12
3.4
4
2.0
10
4.3
0
0
1
0.7
6
2.4
943
2.7
19
4.6
11
3.3
20
4.6
4
1.6
4
1.5
9
2.6
774
2.5
22
4.2
5
1.3
14
3.4
6
2.1
1
0.4
10
2.7
1249
2.5
32
4.1
13
2.5
22
3.4
9
2.0
3
0.9
5
2.2
469
3.1
9
5.7
3
1.6
12
6.1
1
1.1
2
1.2
4
3.4
222
3.4
3
5.3
2
2.5
3
4.3
0
0
1
1.8
1
0.9
247
2.8
6
5.9
1
0.9
9
7.0
1
2.1
1
0.8
--
--
Support for teaching
9
1.5
1300
2.0
26
2.8
10
1.4
25
3.0
12
2.2
4
0.8
4
1.1
446
1.2
4
0.9
5
1.3
10
2.2
4
1.4
4
1.1
5
2.0
205
1.6
4
2.9
1
0.7
2
1.2
0
0
0
0
N/A
N/A
649
4.3
18
5.4
4
2.1
13
5.4
8
4.7
0
0
3
1.2
236
1.1
1
0.5
3
1.6
10
4.0
1
0.8
0
0
1
0.9
293
1.5
9
2.5
2
1.0
2
0.9
3
1.7
3
2.0
0
0
562
1.6
11
2.7
4
1.2
9
2.1
3
1.2
2
0.8
8
2.3
735
2.3
15
2.9
6
1.6
16
3.9
9
3.1
2
0.9
7
1.9
1040
2.0
23
3.0
7
1.4
20
3.1
12
2.6
3
0.9
2
0.9
259
1.7
3
1.9
3
1.6
5
2.5
0
0
1
0.6
1
0.8
95
1.5
1
1.8
0
0
3
4.3
0
0
1
1.8
1
0.9
164
1.9
2
2.0
3
2.6
2
1.6
0
0
0
0
--
--
Support for professional development
4
0.7
723
1.1
19
2.0
15
2.1
16
1.9
7
1.3
1
0.2
0
0
243
0.6
4
0.9
5
1.3
4
0.9
2
0.7
1
0.3
4
1.6
154
1.2
1
0.7
2
1.4
1
0.6
1
1.3
0
0
N/A
N/A
326
2.2
14
4.2
8
4.1
11
4.5
4
2.3
0
0
0
0
136
0.6
5
2.4
3
1.6
2
0.8
1
0.8
0
0
0
0
162
0.8
4
1.1
1
0.5
4
1.7
1
0.6
1
0.7
1
0.4
253
0.7
4
1.0
6
1.8
4
0.9
5
2.0
0
0
3
0.9
467
1.5
15
2.9
9
2.4
12
2.9
2
0.7
1
0.4
0
0
521
1.0
14
1.8
11
2.1
13
2.0
5
1.1
0
0
4
1.7
201
1.3
5
3.2
4
2.1
3
1.5
2
2.3
1
0.6
2
1.7
61
0.9
1
1.8
1
1.3
1
1.4
1
2.5
0
0
2
1.8
140
1.6
4
4.0
3
2.6
2
1.6
1
2.1
1
0.8
--
--
Assistance for grant proposals
1
0.2
282
0.4
6
0.6
7
1.0
4
0.5
1
0.2
2
0.4
0
0
140
0.4
3
0.7
4
1.1
3
0.7
1
0.3
2
0.6
1
0.4
101
0.8
0
0
1
0.7
1
0.6
0
0
0
0
N/A
N/A
41
0.3
3
0.9
2
1.0
0
0
0
0
0
0
0
0
74
0.3
4
1.9
3
1.6
1
0.4
0
0
2
1.1
0
0
78
0.4
1
0.3
1
0.5
2
0.9
1
0.6
0
0
0
0
130
0.4
5
1.2
3
0.9
2
0.5
0
0
1
0.4
1
0.3
151
0.5
1
0.2
4
1.1
2
0.5
1
0.3
1
0.4
0
0
178
0.3
6
0.8
3
0.6
2
0.3
0
0
1
0.3
1
0.4
103
0.7
0
0
4
2.1
2
1.0
1
1.1
1
0.6
1
0.8
53
0.8
0
0
3
3.8
1
1.4
1
2.5
0
0
0
0
50
0.6
0
0
1
0.9
1
0.8
0
0
1
0.8
--
--
Childcare policies
0
0
251
0.4
10
1.1
9
1.3
3
0.3
1
0.2
3
0.6
0
0
82
0.2
2
0.4
1
0.3
1
0.2
0
0
2
0.6
0
0
76
0.6
3
2.2
1
0.7
1
0.6
0
0
1
0.9
N/A
N/A
93
0.6
5
1.5
7
3.6
1
0.4
1
0.6
0
0
0
0
34
0.2
1
0.5
0
0
1
0.4
0
0
0
0
0
0
59
0.3
3
0.8
1
0.5
0
0
0
0
1
0.7
0
0
77
0.2
0
0
4
1.2
1
0.2
0
0
1
0.4
0
0
173
0.6
10
1.9
5
1.3
2
0.5
1
0.3
2
0.9
0
0
187
0.4
9
1.2
6
1.2
3
0.5
1
0.2
2
0.6
0
0
63
0.4
1
0.6
3
1.6
0
0
0
0
1
0.6
0
0
30
0.5
0
0
1
1.3
0
0
0
0
0
0
0
0
33
0.4
1
1.0
2
1.8
0
0
0
0
1
0.8
--
--
Spousal/partner hiring program
0
0
471
0.7
3
0.3
8
1.1
9
1.1
2
0.4
0
0
0
0
264
0.7
3
0.7
4
1.1
3
0.7
2
0.7
0
0
0
0
145
1.1
0
0
1
0.7
6
3.7
0
0
0
0
N/A
N/A
62
0.4
0
0
3
1.6
0
0
0
0
0
0
0
0
114
0.5
2
0.9
0
0
0
0
0
0
0
0
0
0
161
0.8
1
0.3
4
2.0
3
1.3
2
1.2
0
0
0
0
227
0.7
1
0.2
4
1.2
3
0.7
1
0.4
0
0
0
0
244
0.8
2
0.4
4
1.1
6
1.4
1
0.3
0
0
0
0
342
0.7
3
0.4
6
1.2
7
1.1
1
0.2
0
0
0
0
129
0.8
0
0
2
1.0
2
1.0
1
1.1
0
0
0
0
65
1.0
0
0
1
1.3
0
0
0
0
0
0
0
0
64
0.7
0
0
1
0.9
2
1.6
1
2.1
0
0
--
--
Diversity
57
9.5
1337
2.0
10
1.1
39
5.5
19
2.2
2
0.4
54
10.8
32
9.1
736
1.9
5
1.1
18
4.8
6
1.4
1
0.3
37
10.2
25
10.0
284
2.2
1
0.7
11
7.8
2
1.2
0
0
12
11.1
N/A
N/A
317
2.1
4
1.2
10
5.2
11
4.5
1
0.6
5
17.2
22
8.8
347
1.6
4
1.9
6
3.2
3
1.2
1
0.8
20
11.2
9
8.6
407
2.1
4
1.1
13
6.7
6
2.6
0
0
13
8.7
25
9.8
632
1.8
3
0.7
19
5.7
9
2.1
2
0.8
29
10.9
32
9.3
698
2.2
7
1.3
20
5.3
10
2.4
0
0
25
10.9
35
9.4
821
1.6
8
1.0
25
4.8
17
2.6
1
0.2
39
12.0
22
9.5
516
3.4
2
1.3
14
7.3
2
1.0
1
1.1
15
8.7
15
12.7
225
3.5
2
3.5
6
7.6
0
0
1
2.5
5
9.1
7
6.2
291
3.4
0
0
8
7.1
2
1.6
0
0
10
8.5
--
--
Presence of others like me
1
0.2
422
0.6
6
0.6
2
0.3
6
0.7
2
0.4
3
0.6
0
0
227
0.6
2
0.4
2
0.5
2
0.5
1
0.3
3
0.8
1
0.4
74
0.6
0
0
0
0
0
0
0
0
0
0
N/A
N/A
121
0.8
4
1.2
0
0
4
1.6
1
0.6
0
0
0
0
116
0.5
0
0
0
0
0
0
0
0
1
0.6
0
0
126
0.6
4
1.1
2
1.0
2
0.9
1
0.6
2
1.3
0
0
221
0.6
1
0.2
0
0
2
0.5
0
0
3
1.1
1
0.3
199
0.6
5
0.9
2
0.5
4
1.0
2
0.7
0
0
0
0
273
0.5
5
0.6
0
0
4
0.6
2
0.4
2
0.6
1
0.4
149
1.0
1
0.6
2
1.0
2
1.0
0
0
1
0.6
0
0
55
0.8
0
0
1
1.3
1
1.4
0
0
0
0
1
0.9
94
1.1
1
1.0
1
0.9
1
0.8
0
0
1
0.8
--
--
My sense of "fit" here
21
3.5
2995
4.5
51
5.4
33
4.6
32
3.8
34
6.3
14
2.8
14
4.0
1593
4.2
24
5.2
14
3.7
11
2.5
17
5.8
8
2.2
7
2.8
565
4.4
6
4.3
5
3.5
7
4.3
4
5.1
5
4.6
N/A
N/A
837
5.6
21
6.2
14
7.2
14
5.8
13
7.6
1
3.5
10
4.0
934
4.3
10
4.8
7
3.7
9
3.6
9
7.5
3
1.7
4
3.8
811
4.1
21
5.9
7
3.6
4
1.7
8
4.7
4
2.7
6
2.4
1543
4.4
24
5.8
10
3.0
13
3.0
16
6.6
8
3.0
15
4.4
1449
4.6
27
5.1
23
6.1
19
4.6
18
6.2
6
2.6
15
4.0
2441
4.8
42
5.4
23
4.4
25
3.9
29
6.4
7
2.1
6
2.6
552
3.6
9
5.7
10
5.2
7
3.5
5
5.8
7
4.0
2
1.7
232
3.6
2
3.5
3
3.8
2
2.9
2
5.0
2
3.6
4
3.5
320
3.7
7
6.9
7
6.2
5
3.9
3
6.4
5
4.2
--
--
Geographic location
113
18.8
7100
10.7
54
5.8
91
12.8
122
14.4
27
5.0
83
16.6
75
21.2
4383
11.4
27
5.8
62
16.5
69
15.5
9
3.1
63
17.4
38
15.3
1254
9.8
10
7.2
15
10.6
17
10.6
2
2.6
19
17.6
N/A
N/A
1463
9.7
17
5.1
14
7.2
36
14.9
16
9.4
1
3.5
58
23.2
2430
11.3
6
2.9
35
18.6
40
15.9
2
1.7
33
18.5
18
17.1
2247
11.5
25
7.0
30
15.4
38
16.4
7
4.1
24
16.1
54
21.3
3852
11.1
19
4.6
47
14.1
63
14.6
5
2.0
47
17.7
58
16.9
3228
10.3
35
6.7
43
11.4
59
14.2
22
7.6
35
15.2
66
17.8
5479
10.7
47
6.1
61
11.8
91
14.0
27
6.0
52
15.9
47
20.4
1599
10.6
7
4.4
30
15.6
31
15.7
0
0
31
17.9
27
22.9
694
10.8
3
5.3
15
19.0
14
20.3
0
0
10
18.2
20
17.7
905
10.4
4
4.0
15
13.3
17
13.2
0
0
21
17.8
--
--
Commute
10
1.7
1403
2.1
33
3.5
19
2.7
14
1.6
14
2.6
9
1.8
8
2.3
787
2.0
11
2.4
7
1.9
4
0.9
4
1.4
8
2.2
2
0.8
215
1.7
4
2.9
4
2.8
5
3.1
4
5.1
1
0.9
N/A
N/A
401
2.7
18
5.4
8
4.1
5
2.1
6
3.5
0
0
6
2.4
403
1.9
7
3.3
3
1.6
1
0.4
1
0.8
2
1.1
2
1.9
423
2.2
9
2.5
4
2.0
4
1.7
3
1.7
2
1.3
4
1.6
703
2.0
16
3.9
10
3.0
5
1.2
6
2.5
4
1.5
6
1.7
696
2.2
17
3.2
9
2.4
9
2.2
8
2.8
5
2.2
8
2.2
1044
2.0
26
3.4
13
2.5
10
1.5
12
2.6
7
2.1
2
0.9
356
2.4
7
4.4
6
3.1
4
2.0
2
2.3
2
1.2
1
0.8
157
2.4
1
1.8
0
0
1
1.4
0
0
1
1.8
1
0.9
199
2.3
6
5.9
6
5.3
3
2.3
2
4.3
1
0.8
--
--
Cost of living
0
0
3135
4.7
73
7.8
16
2.2
29
3.4
61
11.3
0
0
0
0
1878
4.9
39
8.4
12
3.2
18
4.0
39
13.4
0
0
0
0
686
5.3
18
13.0
4
2.8
3
1.9
8
10.3
0
0
N/A
N/A
571
3.8
16
4.8
0
0
8
3.3
14
8.2
0
0
0
0
872
4.1
13
6.2
7
3.7
6
2.4
10
8.3
0
0
0
0
1115
5.7
32
8.9
5
2.6
12
5.2
29
16.9
0
0
0
0
1818
5.2
40
9.7
12
3.6
16
3.7
26
10.7
0
0
0
0
1312
4.2
33
6.3
4
1.1
13
3.1
35
12.0
0
0
0
0
2255
4.4
60
7.7
12
2.3
20
3.1
48
10.6
0
0
0
0
875
5.8
12
7.6
4
2.1
9
4.5
13
14.9
0
0
0
0
435
6.7
6
10.5
2
2.5
2
2.9
6
15.0
0
0
0
0
440
5.1
6
5.9
2
1.8
7
5.4
7
14.9
0
0
--
--
Protections from service/assignments
0
0
225
0.3
1
0.1
0
0
6
0.7
2
0.4
1
0.2
0
0
85
0.2
0
0
0
0
2
0.5
1
0.3
0
0
0
0
115
0.9
0
0
0
0
3
1.9
1
1.3
0
0
N/A
N/A
25
0.2
1
0.3
0
0
1
0.4
0
0
1
3.5
0
0
40
0.2
0
0
0
0
2
0.8
0
0
0
0
0
0
54
0.3
1
0.3
0
0
0
0
1
0.6
0
0
0
0
131
0.4
0
0
0
0
4
0.9
1
0.4
1
0.4
0
0
93
0.3
1
0.2
0
0
2
0.5
1
0.3
0
0
0
0
144
0.3
1
0.1
0
0
4
0.6
2
0.4
0
0
0
0
80
0.5
0
0
0
0
2
1.0
0
0
1
0.6
0
0
48
0.7
0
0
0
0
0
0
0
0
1
1.8
0
0
32
0.4
0
0
0
0
2
1.6
0
0
0
0
--
--
Teaching load
7
1.2
2295
3.5
27
2.9
33
4.6
38
4.5
12
2.2
11
2.2
4
1.1
1356
3.5
12
2.6
15
4.0
22
5.0
7
2.4
6
1.7
3
1.2
483
3.8
1
0.7
9
6.4
6
3.7
2
2.6
5
4.6
N/A
N/A
456
3.0
14
4.2
9
4.6
10
4.1
3
1.8
0
0
4
1.6
664
3.1
4
1.9
6
3.2
11
4.4
5
4.2
1
0.6
0
0
743
3.8
11
3.1
9
4.6
12
5.2
2
1.2
3
2.0
4
1.6
1280
3.7
12
2.9
17
5.1
21
4.9
7
2.9
7
2.6
3
0.9
1013
3.2
15
2.9
16
4.3
17
4.1
5
1.7
4
1.7
5
1.4
1754
3.4
22
2.8
27
5.2
26
4.0
9
2.0
9
2.8
2
0.9
538
3.5
5
3.2
6
3.1
12
6.1
3
3.5
2
1.2
0
0
221
3.4
2
3.5
2
2.5
4
5.8
1
2.5
2
3.6
2
1.8
317
3.6
3
3.0
4
3.5
8
6.2
2
4.3
0
0
--
--
Manageable pressure to perform
22
3.6
1939
2.9
32
3.4
34
4.8
33
3.9
25
4.6
12
2.4
10
2.8
1063
2.8
15
3.2
20
5.3
19
4.3
13
4.5
8
2.2
12
4.8
511
4.0
9
6.5
6
4.3
7
4.3
6
7.7
4
3.7
N/A
N/A
365
2.4
8
2.4
8
4.1
7
2.9
6
3.5
0
0
4
1.6
485
2.3
6
2.9
11
5.8
14
5.6
6
5.0
1
0.6
6
5.7
630
3.2
13
3.6
9
4.6
6
2.6
8
4.7
6
4.0
10
3.9
1046
3.0
18
4.4
16
4.8
20
4.6
14
5.7
9
3.4
12
3.5
890
2.8
14
2.7
18
4.8
13
3.1
11
3.8
3
1.3
14
3.8
1489
2.9
28
3.6
22
4.2
25
3.9
21
4.6
8
2.5
8
3.5
449
3.0
4
2.5
12
6.2
8
4.0
4
4.6
4
2.3
6
5.1
218
3.4
2
3.5
7
8.9
3
4.3
3
7.5
1
1.8
2
1.8
231
2.7
2
2.0
5
4.4
5
3.9
1
2.1
3
2.5
--
--
Academic freedom
53
8.8
5713
8.6
79
8.4
77
10.8
74
8.7
53
9.8
58
11.6
34
9.6
3893
10.1
51
11.0
51
13.6
41
9.2
38
13.0
45
12.4
19
7.6
1108
8.6
13
9.4
15
10.6
16
9.9
8
10.3
13
12.0
N/A
N/A
712
4.7
15
4.5
11
5.7
17
7.0
7
4.1
0
0
22
8.8
2120
9.9
22
10.5
26
13.8
22
8.7
19
15.8
18
10.1
12
11.4
1871
9.6
31
8.7
24
12.3
21
9.1
19
11.1
20
13.4
28
11.0
3259
9.4
37
9.0
38
11.4
46
10.7
26
10.7
33
12.4
25
7.3
2444
7.8
42
8.0
39
10.4
28
6.8
25
8.6
25
10.9
26
7.0
4247
8.3
68
8.8
59
11.4
57
8.8
39
8.6
37
11.3
27
11.7
1450
9.6
10
6.3
18
9.4
17
8.6
14
16.1
21
12.1
14
11.9
679
10.5
5
8.8
8
10.1
7
10.1
8
20.0
10
18.2
13
11.5
771
8.9
5
5.0
10
8.8
10
7.8
6
12.8
11
9.3
--
--
Tenure/promotion clarity or requirements
6
1.0
628
0.9
13
1.4
2
0.3
5
0.6
3
0.6
3
0.6
2
0.6
388
1.0
12
2.6
0
0
2
0.5
2
0.7
2
0.6
4
1.6
224
1.7
1
0.7
2
1.4
3
1.9
1
1.3
1
0.9
N/A
N/A
16
0.1
0
0
0
0
0
0
0
0
0
0
2
0.8
179
0.8
3
1.4
0
0
0
0
0
0
0
0
0
0
210
1.1
9
2.5
0
0
2
0.9
2
1.2
2
1.3
4
1.6
326
0.9
9
2.2
1
0.3
1
0.2
2
0.8
2
0.8
2
0.6
301
1.0
4
0.8
1
0.3
4
1.0
1
0.3
1
0.4
5
1.4
415
0.8
10
1.3
2
0.4
4
0.6
2
0.4
2
0.6
1
0.4
213
1.4
3
1.9
0
0
1
0.5
1
1.1
1
0.6
0
0
102
1.6
2
3.5
0
0
0
0
1
2.5
0
0
1
0.9
111
1.3
1
1.0
0
0
1
0.8
0
0
1
0.8
--
--
Quality of leadership
1
0.2
399
0.6
12
1.3
3
0.4
6
0.7
4
0.7
0
0
1
0.3
205
0.5
8
1.7
0
0
3
0.7
4
1.4
0
0
0
0
78
0.6
2
1.4
1
0.7
0
0
0
0
0
0
N/A
N/A
116
0.8
2
0.6
2
1.0
3
1.2
0
0
0
0
1
0.4
145
0.7
6
2.9
1
0.5
2
0.8
2
1.7
0
0
0
0
96
0.5
2
0.6
1
0.5
1
0.4
2
1.2
0
0
1
0.4
196
0.6
6
1.5
1
0.3
4
0.9
1
0.4
0
0
0
0
203
0.7
6
1.1
2
0.5
2
0.5
3
1.0
0
0
1
0.3
306
0.6
10
1.3
2
0.4
5
0.8
3
0.7
0
0
0
0
92
0.6
2
1.3
1
0.5
1
0.5
1
1.1
0
0
0
0
38
0.6
0
0
1
1.3
1
1.4
1
2.5
0
0
0
0
54
0.6
2
2.0
0
0
0
0
0
0
0
0
--
--
Patient care/client services
0
0
28
0.0
0
0
0
0
0
0
0
0
0
0
0
0
5
0.0
0
0
0
0
0
0
0
0
0
0
0
0
2
0.0
0
0
0
0
0
0
0
0
0
0
N/A
N/A
21
0.1
0
0
0
0
0
0
0
0
0
0
0
0
3
0.0
0
0
0
0
0
0
0
0
0
0
0
0
11
0.1
0
0
0
0
0
0
0
0
0
0
0
0
8
0.0
0
0
0
0
0
0
0
0
0
0
0
0
20
0.1
0
0
0
0
0
0
0
0
0
0
0
0
23
0.1
0
0
0
0
0
0
0
0
0
0
0
0
5
0.0
0
0
0
0
0
0
0
0
0
0
0
0
4
0.1
0
0
0
0
0
0
0
0
0
0
0
0
1
0.0
0
0
0
0
0
0
0
0
0
0
--
--
Other (Please specify)
23
3.8
1411
2.1
10
1.1
17
2.4
1
0.1
22
4.1
21
4.2
11
3.1
800
2.1
6
1.3
7
1.9
1
0.2
11
3.8
18
5.0
12
4.8
194
1.5
0
0
3
2.1
0
0
2
2.6
2
1.9
N/A
N/A
417
2.8
4
1.2
7
3.6
0
0
9
5.3
1
3.5
8
3.2
419
1.9
1
0.5
1
0.5
0
0
2
1.7
10
5.6
3
2.9
466
2.4
6
1.7
6
3.1
1
0.4
9
5.2
6
4.0
9
3.5
614
1.8
6
1.5
6
1.8
1
0.2
6
2.5
9
3.4
14
4.1
792
2.5
4
0.8
11
2.9
0
0
15
5.2
12
5.2
13
3.5
1140
2.2
8
1.0
14
2.7
1
0.1
19
4.2
13
4.0
10
4.3
267
1.8
2
1.3
3
1.6
0
0
3
3.5
8
4.6
4
3.4
66
1.0
0
0
1
1.3
0
0
0
0
1
1.8
6
5.3
201
2.3
2
2.0
2
1.8
0
0
3
6.4
7
5.9
--
--
Other (Please specify)
4
0.7
178
0.3
1
0.1
4
0.6
0
0
1
0.2
3
0.6
2
0.6
96
0.2
1
0.2
3
0.8
0
0
0
0
3
0.8
2
0.8
27
0.2
0
0
0
0
0
0
0
0
0
0
N/A
N/A
55
0.4
0
0
1
0.5
0
0
1
0.6
0
0
2
0.8
50
0.2
0
0
1
0.5
0
0
0
0
3
1.7
0
0
58
0.3
1
0.3
2
1.0
0
0
0
0
0
0
2
0.8
86
0.2
1
0.2
2
0.6
0
0
1
0.4
3
1.1
2
0.6
91
0.3
0
0
2
0.5
0
0
0
0
0
0
3
0.8
138
0.3
0
0
3
0.6
0
0
1
0.2
2
0.6
1
0.4
39
0.3
1
0.6
1
0.5
0
0
0
0
1
0.6
1
0.8
12
0.2
0
0
1
1.3
0
0
0
0
1
1.8
0
0
27
0.3
1
1.0
0
0
0
0
0
0
0
0
--
--
There are no positive aspects
1
0.2
315
0.5
3
0.3
3
0.4
2
0.2
1
0.2
9
1.8
0
0
204
0.5
2
0.4
1
0.3
1
0.2
1
0.3
7
1.9
1
0.4
55
0.4
0
0
0
0
0
0
0
0
2
1.9
N/A
N/A
56
0.4
1
0.3
2
1.0
1
0.4
0
0
0
0
0
0
114
0.5
1
0.5
0
0
0
0
0
0
6
3.4
0
0
96
0.5
1
0.3
1
0.5
1
0.4
1
0.6
1
0.7
0
0
214
0.6
2
0.5
2
0.6
2
0.5
0
0
7
2.6
1
0.3
101
0.3
1
0.2
1
0.3
0
0
1
0.3
2
0.9
0
0
194
0.4
2
0.3
1
0.2
1
0.1
1
0.2
4
1.2
1
0.4
121
0.8
1
0.6
2
1.0
1
0.5
0
0
5
2.9
1
0.8
55
0.8
0
0
1
1.3
0
0
0
0
1
1.8
0
0
66
0.8
1
1.0
1
0.9
1
0.8
0
0
4
3.4
--
--
Decline to answer
12
2.0
1069
1.6
21
2.2
10
1.4
16
1.9
11
2.0
5
1.0
9
2.5
663
1.7
12
2.6
6
1.6
7
1.6
5
1.7
4
1.1
3
1.2
151
1.2
2
1.4
2
1.4
1
0.6
2
2.6
0
0
N/A
N/A
255
1.7
7
2.1
2
1.0
8
3.3
4
2.3
1
3.5
7
2.8
412
1.9
4
1.9
5
2.7
6
2.4
1
0.8
2
1.1
2
1.9
290
1.5
9
2.5
0
0
3
1.3
4
2.3
1
0.7
6
2.4
654
1.9
13
3.2
6
1.8
10
2.3
8
3.3
3
1.1
6
1.7
410
1.3
8
1.5
4
1.1
6
1.4
3
1.0
1
0.4
8
2.2
634
1.2
14
1.8
6
1.2
9
1.4
8
1.8
4
1.2
4
1.7
429
2.8
7
4.4
4
2.1
7
3.5
3
3.5
1
0.6
2
1.7
211
3.3
6
10.5
1
1.3
2
2.9
2
5.0
1
1.8
2
1.8
218
2.5
1
1.0
3
2.6
5
3.9
1
2.1
0
0
Q267B
Worst aspects about working at your institution.
Quality of colleagues
10
1.7
1280
2.0
24
2.7
17
2.5
10
1.2
11
2.1
12
2.4
4
1.1
802
2.2
15
3.3
8
2.2
6
1.4
7
2.5
7
1.9
6
2.5
265
2.1
4
3.0
5
3.5
2
1.3
2
2.6
5
4.5
N/A
N/A
213
1.5
5
1.7
4
2.2
2
0.9
2
1.3
0
0
4
1.6
468
2.3
5
2.6
5
2.7
4
1.8
4
3.6
5
2.8
0
0
382
2.0
10
2.9
4
2.2
3
1.3
3
1.7
3
2.0
4
1.6
771
2.3
14
3.6
7
2.1
6
1.5
8
3.4
5
1.8
6
1.8
506
1.7
10
2.0
10
2.8
4
1.0
3
1.1
7
3.1
8
2.2
902
1.9
19
2.6
13
2.6
9
1.5
8
1.8
7
2.1
2
0.9
378
2.6
5
3.2
4
2.2
1
0.5
3
3.7
5
2.8
2
1.7
181
3.0
3
5.3
1
1.5
1
1.6
1
2.7
0
0
0
0
197
2.4
2
2.0
3
2.6
0
0
2
4.4
5
4.1
--
--
Support of colleagues
6
1.0
1433
2.3
29
3.3
13
1.9
27
3.4
16
3.1
10
2.0
4
1.1
858
2.3
14
3.1
6
1.6
13
3.1
12
4.2
9
2.5
2
0.8
255
2.1
4
3.0
4
2.8
5
3.2
2
2.6
1
0.9
N/A
N/A
320
2.3
11
3.7
3
1.6
9
4.0
2
1.3
0
0
3
1.2
447
2.2
9
4.6
3
1.6
10
4.4
5
4.5
4
2.2
1
0.9
469
2.5
11
3.2
3
1.6
5
2.2
7
4.1
3
2.0
3
1.2
632
1.9
13
3.3
3
0.9
16
3.9
5
2.1
4
1.4
3
0.9
792
2.6
16
3.2
10
2.8
11
2.8
11
4.0
6
2.6
4
1.1
1091
2.2
23
3.2
9
1.8
23
3.8
15
3.4
4
1.2
2
0.9
337
2.3
6
3.9
4
2.2
4
2.1
1
1.2
6
3.4
2
1.7
118
1.9
1
1.8
1
1.5
3
4.7
1
2.7
2
3.6
0
0
219
2.6
5
5.1
3
2.6
1
0.8
0
0
4
3.3
--
--
Opportunities to collaborate with colleagues
5
0.8
576
0.9
10
1.1
6
0.9
10
1.2
4
0.8
1
0.2
3
0.8
282
0.8
5
1.1
3
0.8
4
0.9
1
0.3
1
0.3
2
0.8
141
1.1
1
0.7
3
2.1
1
0.7
2
2.6
0
0
N/A
N/A
153
1.1
4
1.3
0
0
5
2.2
1
0.6
0
0
1
0.4
151
0.8
1
0.5
2
1.1
1
0.4
0
0
0
0
2
1.9
160
0.8
5
1.4
1
0.6
3
1.3
1
0.6
0
0
0
0
307
0.9
4
1.0
5
1.5
5
1.2
2
0.8
0
0
5
1.5
268
0.9
6
1.2
1
0.3
5
1.3
2
0.7
1
0.4
4
1.1
424
0.9
9
1.2
5
1.0
9
1.5
4
0.9
1
0.3
1
0.4
152
1.1
1
0.7
1
0.6
1
0.5
0
0
0
0
1
0.8
78
1.3
0
0
0
0
1
1.6
0
0
0
0
0
0
74
0.9
1
1.0
1
0.9
0
0
0
0
0
0
--
--
Quality of graduate students
8
1.3
1902
3.0
28
3.1
24
3.5
38
4.7
5
1.0
16
3.1
4
1.1
1200
3.3
17
3.8
15
4.1
18
4.3
4
1.4
11
3.0
4
1.6
571
4.6
8
5.9
8
5.7
16
10.3
1
1.3
5
4.5
N/A
N/A
131
0.9
3
1.0
1
0.6
4
1.8
0
0
0
0
3
1.2
703
3.5
8
4.1
9
4.8
11
4.8
2
1.8
8
4.4
1
0.9
539
2.8
11
3.2
6
3.3
8
3.6
2
1.2
3
2.0
5
2.0
1328
4.0
18
4.6
15
4.6
28
6.8
4
1.7
13
4.7
3
0.9
571
1.9
10
2.0
9
2.5
10
2.6
1
0.4
3
1.3
4
1.1
1309
2.7
19
2.6
18
3.5
27
4.4
3
0.7
8
2.4
4
1.8
592
4.1
9
5.8
6
3.3
11
5.8
2
2.4
8
4.5
2
1.7
394
6.5
6
10.5
3
4.5
4
6.2
2
5.4
6
10.7
2
1.8
198
2.4
3
3.1
3
2.6
7
5.6
0
0
2
1.6
--
--
Quality of undergraduate students
14
2.4
1830
2.9
34
3.8
62
9.0
62
7.7
18
3.5
13
2.6
9
2.6
1087
3.0
17
3.8
33
9.1
32
7.6
9
3.2
9
2.5
5
2.0
410
3.3
5
3.7
8
5.7
13
8.4
4
5.3
3
2.7
N/A
N/A
333
2.4
12
4.0
21
11.5
17
7.5
5
3.2
1
3.5
7
2.8
594
2.9
10
5.1
20
10.6
24
10.5
4
3.6
5
2.8
2
1.9
508
2.7
10
2.9
13
7.1
10
4.5
5
2.9
1
0.7
9
3.6
1159
3.5
17
4.4
37
11.3
39
9.5
11
4.7
9
3.3
5
1.5
667
2.2
17
3.4
25
7.0
23
5.9
7
2.5
3
1.3
9
2.4
1361
2.8
30
4.1
52
10.2
48
7.8
13
3.0
9
2.7
5
2.2
466
3.2
4
2.6
10
5.6
14
7.4
5
6.1
4
2.3
2
1.7
249
4.1
4
7.0
5
7.5
7
10.9
3
8.1
4
7.1
3
2.8
217
2.6
0
0
5
4.4
7
5.6
2
4.4
0
0
--
--
Quality of facilities
48
8.1
4009
6.3
64
7.2
21
3.0
38
4.7
16
3.1
94
18.5
29
8.3
2578
7.0
36
8.0
15
4.1
22
5.2
7
2.5
73
19.9
19
7.8
700
5.7
8
5.9
1
0.7
6
3.9
2
2.6
17
15.2
N/A
N/A
731
5.2
20
6.7
5
2.7
10
4.4
7
4.5
4
13.8
19
7.7
1577
7.8
20
10.3
10
5.3
12
5.3
2
1.8
36
20.0
11
10.5
1112
5.8
22
6.3
4
2.2
11
4.9
5
2.9
28
18.4
24
9.5
2185
6.6
27
6.9
15
4.6
21
5.1
10
4.3
52
18.9
23
6.8
1816
6.0
37
7.4
6
1.7
17
4.4
6
2.2
42
18.3
35
9.5
3270
6.7
59
8.1
16
3.1
33
5.4
13
3.0
67
20.2
13
5.8
728
5.0
5
3.2
5
2.8
5
2.6
3
3.7
27
15.2
6
5.1
268
4.4
0
0
1
1.5
2
3.1
1
2.7
3
5.4
7
6.4
460
5.5
5
5.1
4
3.5
3
2.4
2
4.4
24
19.8
--
--
Compensation
84
14.1
8647
13.7
86
9.7
126
18.3
101
12.6
53
10.2
54
10.6
53
15.1
4980
13.5
34
7.5
62
17.0
53
12.7
23
8.1
34
9.3
31
12.7
1349
10.9
7
5.2
26
18.4
11
7.1
7
9.2
10
8.9
N/A
N/A
2318
16.6
45
15.0
38
20.8
37
16.3
23
14.7
10
34.5
41
16.5
2568
12.7
14
7.2
25
13.3
21
9.2
14
12.5
20
11.1
13
12.4
2773
14.6
29
8.4
37
20.3
37
16.5
8
4.7
9
5.9
38
15.1
4620
14.0
33
8.5
63
19.3
53
12.9
23
9.8
32
11.6
45
13.2
4003
13.3
53
10.6
63
17.6
48
12.3
30
10.8
22
9.6
56
15.1
6890
14.2
77
10.6
100
19.7
78
12.8
47
10.8
34
10.3
28
12.4
1726
11.9
9
5.8
26
14.4
23
12.2
6
7.3
20
11.3
12
10.3
702
11.5
3
5.3
10
14.9
10
15.6
5
13.5
4
7.1
16
14.7
1024
12.2
6
6.1
16
14.2
13
10.4
1
2.2
16
13.2
--
--
Lack of support for research/creative work
32
5.4
4640
7.3
58
6.5
48
7.0
47
5.9
39
7.5
67
13.2
17
4.8
3190
8.7
38
8.4
32
8.8
34
8.1
27
9.5
51
13.9
15
6.1
970
7.8
9
6.7
11
7.8
12
7.7
5
6.6
15
13.4
N/A
N/A
480
3.4
11
3.7
5
2.7
1
0.4
7
4.5
1
3.5
10
4.0
1603
7.9
15
7.7
24
12.8
12
5.3
14
12.5
25
13.9
7
6.7
1681
8.8
28
8.1
9
5.0
22
9.8
13
7.6
23
15.1
11
4.4
2321
7.0
24
6.2
26
8.0
22
5.3
23
9.8
37
13.4
20
5.9
2309
7.7
34
6.8
21
5.8
25
6.4
16
5.8
30
13.1
17
4.6
3506
7.2
46
6.3
33
6.5
40
6.5
36
8.3
48
14.5
15
6.6
1127
7.8
12
7.7
15
8.3
7
3.7
3
3.7
19
10.7
10
8.6
506
8.3
7
12.3
8
11.9
0
0
0
0
8
14.3
5
4.6
621
7.4
5
5.1
7
6.2
7
5.6
3
6.7
11
9.1
--
--
Lack of support for teaching
2
0.3
1242
2.0
23
2.6
9
1.3
23
2.9
8
1.5
8
1.6
2
0.6
580
1.6
12
2.6
3
0.8
8
1.9
5
1.8
7
1.9
0
0
146
1.2
1
0.7
1
0.7
2
1.3
0
0
0
0
N/A
N/A
516
3.7
10
3.3
5
2.7
13
5.7
3
1.9
1
3.5
2
0.8
324
1.6
5
2.6
0
0
4
1.8
1
0.9
3
1.7
0
0
356
1.9
10
2.9
3
1.6
6
2.7
4
2.3
2
1.3
1
0.4
646
2.0
9
2.3
3
0.9
12
2.9
4
1.7
7
2.5
1
0.3
590
2.0
14
2.8
5
1.4
11
2.8
4
1.4
1
0.4
2
0.5
1018
2.1
19
2.6
6
1.2
21
3.4
6
1.4
5
1.5
0
0
223
1.5
4
2.6
3
1.7
2
1.1
2
2.4
3
1.7
0
0
85
1.4
2
3.5
1
1.5
0
0
1
2.7
0
0
0
0
138
1.6
2
2.0
2
1.8
2
1.6
1
2.2
3
2.5
--
--
Lack of support for professional development
3
0.5
1286
2.0
15
1.7
14
2.0
14
1.8
15
2.9
10
2.0
3
0.8
630
1.7
5
1.1
4
1.1
6
1.4
6
2.1
7
1.9
0
0
161
1.3
5
3.7
2
1.4
2
1.3
2
2.6
1
0.9
N/A
N/A
495
3.5
5
1.7
8
4.4
6
2.6
7
4.5
2
6.9
2
0.8
293
1.4
1
0.5
3
1.6
3
1.3
2
1.8
2
1.1
1
0.9
413
2.2
6
1.7
1
0.6
3
1.3
4
2.3
3
2.0
1
0.4
561
1.7
5
1.3
6
1.8
8
1.9
5
2.1
4
1.4
2
0.6
722
2.4
10
2.0
8
2.2
6
1.5
10
3.6
6
2.6
0
0
942
1.9
12
1.6
6
1.2
9
1.5
12
2.8
7
2.1
3
1.3
339
2.3
3
1.9
8
4.4
5
2.6
3
3.7
3
1.7
1
0.8
155
2.5
1
1.8
4
6.0
2
3.1
1
2.7
1
1.8
2
1.8
184
2.2
2
2.0
4
3.5
3
2.4
2
4.4
2
1.6
--
--
Lack of assistance for grant proposals
8
1.3
1109
1.8
15
1.7
0
0
14
1.8
11
2.1
3
0.6
5
1.4
722
2.0
8
1.8
0
0
10
2.4
9
3.2
2
0.5
3
1.2
255
2.1
4
3.0
0
0
4
2.6
2
2.6
1
0.9
N/A
N/A
132
0.9
3
1.0
0
0
0
0
0
0
0
0
4
1.6
447
2.2
5
2.6
0
0
8
3.5
1
0.9
1
0.6
1
0.9
311
1.6
2
0.6
0
0
2
0.9
8
4.7
0
0
1
0.4
590
1.8
5
1.3
0
0
8
1.9
8
3.4
2
0.7
7
2.1
518
1.7
10
2.0
0
0
6
1.5
3
1.1
1
0.4
3
0.8
866
1.8
9
1.2
0
0
10
1.6
8
1.8
2
0.6
5
2.2
241
1.7
6
3.9
0
0
4
2.1
3
3.7
1
0.6
3
2.6
118
1.9
2
3.5
0
0
2
3.1
1
2.7
0
0
2
1.8
123
1.5
4
4.1
0
0
2
1.6
2
4.4
1
0.8
--
--
Childcare policies
3
0.5
1207
1.9
17
1.9
5
0.7
45
5.6
11
2.1
5
1.0
1
0.3
563
1.5
8
1.8
1
0.3
27
6.4
3
1.1
4
1.1
2
0.8
380
3.1
2
1.5
1
0.7
5
3.2
3
4.0
1
0.9
N/A
N/A
264
1.9
7
2.3
3
1.6
13
5.7
5
3.2
0
0
1
0.4
217
1.1
2
1.0
0
0
16
7.0
0
0
1
0.6
0
0
365
1.9
7
2.0
1
0.6
14
6.2
3
1.7
3
2.0
1
0.4
471
1.4
7
1.8
1
0.3
16
3.9
4
1.7
2
0.7
2
0.6
735
2.5
10
2.0
4
1.1
29
7.5
7
2.5
2
0.9
3
0.8
958
2.0
16
2.2
4
0.8
31
5.1
11
2.5
2
0.6
0
0
249
1.7
1
0.7
1
0.6
14
7.4
0
0
3
1.7
0
0
92
1.5
1
1.8
1
1.5
5
7.8
0
0
1
1.8
0
0
157
1.9
0
0
0
0
9
7.2
0
0
2
1.6
--
--
Spousal/partner hiring program
0
0
1350
2.1
19
2.1
17
2.5
19
2.4
9
1.7
2
0.4
0
0
707
1.9
8
1.8
5
1.4
9
2.1
3
1.1
2
0.5
0
0
474
3.8
7
5.2
9
6.4
8
5.2
5
6.6
0
0
N/A
N/A
169
1.2
4
1.3
3
1.6
2
0.9
1
0.6
0
0
0
0
381
1.9
4
2.0
2
1.1
6
2.6
1
0.9
1
0.6
0
0
365
1.9
6
1.7
3
1.6
3
1.3
2
1.2
1
0.7
0
0
779
2.4
11
2.8
6
1.8
13
3.2
2
0.8
1
0.4
0
0
566
1.9
8
1.6
11
3.1
6
1.5
7
2.5
1
0.4
0
0
920
1.9
10
1.4
12
2.4
12
2.0
8
1.8
0
0
0
0
429
3.0
9
5.8
5
2.8
7
3.7
1
1.2
2
1.1
0
0
243
4.0
2
3.5
5
7.5
0
0
0
0
1
1.8
0
0
186
2.2
7
7.1
0
0
7
5.6
1
2.2
1
0.8
--
--
Lack of diversity
3
0.5
2279
3.6
27
3.0
7
1.0
30
3.8
30
5.8
4
0.8
3
0.8
1265
3.4
17
3.8
5
1.4
9
2.1
16
5.6
2
0.5
0
0
587
4.8
6
4.4
1
0.7
12
7.7
2
2.6
2
1.8
N/A
N/A
427
3.1
4
1.3
1
0.6
9
4.0
12
7.6
0
0
1
0.4
687
3.4
6
3.1
2
1.1
4
1.8
2
1.8
1
0.6
2
1.9
657
3.5
12
3.5
3
1.6
7
3.1
13
7.6
1
0.7
1
0.4
949
2.9
11
2.8
0
0
13
3.2
11
4.7
0
0
2
0.6
1319
4.4
16
3.2
7
1.9
17
4.4
18
6.5
4
1.8
1
0.3
1405
2.9
15
2.1
2
0.4
15
2.5
19
4.4
0
0
2
0.9
871
6.0
12
7.7
5
2.8
15
7.9
11
13.4
4
2.3
1
0.8
179
2.9
3
5.3
1
1.5
1
1.6
4
10.8
0
0
1
0.9
692
8.3
9
9.2
4
3.5
14
11.2
7
15.6
4
3.3
--
--
Absence of others like me
4
0.7
922
1.5
12
1.4
9
1.3
17
2.1
7
1.4
2
0.4
2
0.6
484
1.3
6
1.3
6
1.6
4
0.9
6
2.1
1
0.3
2
0.8
226
1.8
1
0.7
2
1.4
4
2.6
0
0
1
0.9
N/A
N/A
212
1.5
5
1.7
1
0.6
9
4.0
1
0.6
0
0
2
0.8
271
1.3
2
1.0
4
2.1
3
1.3
1
0.9
0
0
0
0
244
1.3
5
1.4
2
1.1
2
0.9
5
2.9
1
0.7
0
0
480
1.5
8
2.0
6
1.8
7
1.7
2
0.8
0
0
4
1.2
441
1.5
4
0.8
3
0.8
10
2.6
5
1.8
2
0.9
0
0
564
1.2
10
1.4
4
0.8
6
1.0
3
0.7
0
0
4
1.8
358
2.5
2
1.3
5
2.8
11
5.8
4
4.9
2
1.1
2
1.7
94
1.5
1
1.8
0
0
1
1.6
0
0
0
0
2
1.8
264
3.1
1
1.0
5
4.4
10
8.0
4
8.9
2
1.6
--
--
My sense of "fit" here
3
0.5
1282
2.0
23
2.6
12
1.7
14
1.8
10
1.9
3
0.6
0
0
743
2.0
14
3.1
9
2.5
6
1.4
7
2.5
2
0.5
3
1.2
245
2.0
6
4.4
2
1.4
4
2.6
1
1.3
1
0.9
N/A
N/A
294
2.1
3
1.0
1
0.6
4
1.8
2
1.3
0
0
0
0
404
2.0
5
2.6
3
1.6
3
1.3
0
0
2
1.1
0
0
396
2.1
10
2.9
6
3.3
3
1.3
7
4.1
0
0
1
0.4
663
2.0
10
2.6
6
1.8
7
1.7
4
1.7
2
0.7
2
0.6
612
2.0
13
2.6
6
1.7
7
1.8
6
2.2
1
0.4
3
0.8
1005
2.1
15
2.1
8
1.6
12
2.0
9
2.1
2
0.6
0
0
273
1.9
8
5.2
4
2.2
2
1.1
1
1.2
1
0.6
0
0
84
1.4
6
10.5
1
1.5
0
0
0
0
1
1.8
0
0
189
2.3
2
2.0
3
2.6
2
1.6
1
2.2
0
0
--
--
Geographic location
1
0.2
2542
4.0
37
4.2
14
2.0
11
1.4
59
11.4
1
0.2
1
0.3
1390
3.8
23
5.1
8
2.2
2
0.5
37
13.0
1
0.3
0
0
770
6.2
10
7.4
4
2.8
6
3.9
10
13.2
0
0
N/A
N/A
382
2.7
4
1.3
2
1.1
3
1.3
12
7.6
0
0
1
0.4
775
3.8
10
5.1
4
2.1
1
0.4
15
13.4
0
0
0
0
693
3.6
18
5.2
4
2.2
1
0.5
22
12.8
1
0.7
1
0.4
1493
4.5
23
5.9
9
2.8
5
1.2
32
13.7
1
0.4
0
0
1042
3.5
14
2.8
5
1.4
6
1.5
25
9.0
0
0
0
0
1871
3.9
27
3.7
10
2.0
9
1.5
52
11.9
1
0.3
1
0.4
666
4.6
10
6.5
4
2.2
2
1.1
7
8.5
0
0
0
0
342
5.6
2
3.5
2
3.0
0
0
3
8.1
0
0
1
0.9
324
3.9
8
8.2
2
1.8
2
1.6
4
8.9
0
0
--
--
Commute
36
6.0
1494
2.4
25
2.8
19
2.8
24
3.0
6
1.2
18
3.5
15
4.3
720
2.0
7
1.6
8
2.2
13
3.1
2
0.7
14
3.8
21
8.6
253
2.0
3
2.2
0
0
4
2.6
0
0
2
1.8
N/A
N/A
521
3.7
15
5.0
11
6.0
7
3.1
4
2.5
2
6.9
11
4.4
407
2.0
4
2.0
6
3.2
8
3.5
1
0.9
7
3.9
4
3.8
382
2.0
5
1.4
3
1.6
6
2.7
1
0.6
6
4.0
13
5.2
721
2.2
12
3.1
4
1.2
14
3.4
2
0.8
10
3.6
23
6.8
771
2.6
13
2.6
15
4.2
10
2.6
4
1.4
8
3.5
21
5.7
1191
2.5
21
2.9
11
2.2
18
2.9
5
1.1
10
3.0
15
6.6
302
2.1
4
2.6
8
4.4
6
3.2
1
1.2
8
4.5
9
7.7
131
2.1
0
0
1
1.5
3
4.7
0
0
3
5.4
6
5.5
171
2.0
4
4.1
7
6.2
3
2.4
1
2.2
5
4.1
--
--
Cost of living
147
24.7
1666
2.6
2
0.2
13
1.9
3
0.4
0
0
35
6.9
75
21.4
882
2.4
0
0
8
2.2
0
0
0
0
20
5.5
72
29.4
401
3.2
0
0
4
2.8
0
0
0
0
14
12.5
N/A
N/A
383
2.8
2
0.7
1
0.6
3
1.3
0
0
1
3.5
55
22.2
464
2.3
0
0
2
1.1
0
0
0
0
11
6.1
21
20.0
486
2.5
0
0
8
4.4
0
0
0
0
8
5.3
71
28.2
950
2.9
0
0
7
2.1
2
0.5
0
0
24
8.7
76
22.4
713
2.4
2
0.4
6
1.7
1
0.3
0
0
10
4.4
92
24.9
1197
2.5
1
0.1
7
1.4
3
0.5
0
0
21
6.3
55
24.3
460
3.2
1
0.7
6
3.3
0
0
0
0
14
7.9
28
23.9
179
2.9
0
0
3
4.5
0
0
0
0
6
10.7
27
24.8
281
3.4
1
1.0
3
2.6
0
0
0
0
8
6.6
--
--
Too much service/too many assignments
35
5.9
4676
7.4
79
8.9
61
8.9
63
7.9
69
13.3
32
6.3
24
6.8
3065
8.3
48
10.6
33
9.1
37
8.8
39
13.7
26
7.1
11
4.5
725
5.9
7
5.2
9
6.4
7
4.5
9
11.8
5
4.5
N/A
N/A
886
6.3
24
8.0
19
10.4
19
8.4
21
13.4
1
3.5
17
6.8
1555
7.7
14
7.2
16
8.5
22
9.7
16
14.3
8
4.4
7
6.7
1727
9.1
43
12.4
17
9.3
17
7.6
23
13.4
15
9.9
14
5.6
2057
6.2
31
8.0
24
7.3
21
5.1
25
10.7
13
4.7
21
6.2
2609
8.7
48
9.6
37
10.3
42
10.8
43
15.5
18
7.9
21
5.7
3885
8.0
72
9.9
51
10.0
51
8.3
63
14.4
24
7.2
14
6.2
783
5.4
6
3.9
10
5.6
12
6.3
6
7.3
8
4.5
4
3.4
253
4.2
0
0
3
4.5
6
9.4
5
13.5
2
3.6
10
9.2
530
6.3
6
6.1
7
6.2
6
4.8
1
2.2
6
5.0
--
--
Teaching load
61
10.2
3240
5.1
76
8.6
49
7.1
40
5.0
25
4.8
37
7.3
42
12.0
1720
4.7
27
6.0
22
6.0
21
5.0
9
3.2
30
8.2
19
7.8
677
5.5
11
8.2
12
8.5
7
4.5
4
5.3
6
5.4
N/A
N/A
843
6.0
38
12.7
15
8.2
12
5.3
12
7.6
1
3.5
29
11.7
894
4.4
13
6.7
12
6.4
10
4.4
5
4.5
10
5.6
13
12.4
924
4.8
26
7.5
10
5.5
12
5.4
4
2.3
17
11.2
21
8.3
1519
4.6
24
6.2
16
4.9
24
5.8
8
3.4
14
5.1
39
11.5
1712
5.7
52
10.4
33
9.2
16
4.1
16
5.8
23
10.0
33
8.9
2484
5.1
64
8.8
36
7.1
34
5.6
19
4.4
25
7.5
28
12.4
747
5.2
11
7.1
13
7.2
6
3.2
6
7.3
12
6.8
16
13.7
329
5.4
4
7.0
3
4.5
5
7.8
2
5.4
6
10.7
12
11.0
418
5.0
7
7.1
10
8.8
1
0.8
4
8.9
6
5.0
--
--
Unrelenting pressure to perform
11
1.9
2086
3.3
24
2.7
18
2.6
26
3.2
22
4.2
3
0.6
6
1.7
1115
3.0
16
3.5
9
2.5
16
3.8
10
3.5
2
0.5
5
2.0
483
3.9
3
2.2
7
5.0
4
2.6
5
6.6
1
0.9
N/A
N/A
488
3.5
5
1.7
2
1.1
6
2.6
7
4.5
0
0
2
0.8
598
3.0
7
3.6
3
1.6
6
2.6
2
1.8
0
0
4
3.8
647
3.4
10
2.9
6
3.3
10
4.5
8
4.7
2
1.3
1
0.4
849
2.6
6
1.5
7
2.1
6
1.5
3
1.3
0
0
10
2.9
1228
4.1
18
3.6
11
3.1
20
5.1
18
6.5
3
1.3
8
2.2
1736
3.6
21
2.9
13
2.6
20
3.3
18
4.1
3
0.9
3
1.3
345
2.4
3
1.9
5
2.8
6
3.2
4
4.9
0
0
2
1.7
122
2.0
1
1.8
3
4.5
3
4.7
1
2.7
0
0
1
0.9
223
2.7
2
2.0
2
1.8
3
2.4
3
6.7
0
0
--
--
Academic freedom
1
0.2
325
0.5
7
0.8
0
0
6
0.8
1
0.2
2
0.4
1
0.3
191
0.5
4
0.9
0
0
4
0.9
0
0
2
0.5
0
0
38
0.3
0
0
0
0
0
0
1
1.3
0
0
N/A
N/A
96
0.7
3
1.0
0
0
2
0.9
0
0
0
0
1
0.4
113
0.6
1
0.5
0
0
1
0.4
0
0
0
0
0
0
96
0.5
4
1.1
0
0
3
1.3
0
0
1
0.7
1
0.4
181
0.6
5
1.3
0
0
3
0.7
1
0.4
1
0.4
0
0
144
0.5
2
0.4
0
0
3
0.8
0
0
1
0.4
1
0.3
228
0.5
6
0.8
0
0
6
1.0
1
0.2
0
0
0
0
93
0.6
1
0.7
0
0
0
0
0
0
2
1.1
0
0
46
0.8
0
0
0
0
0
0
0
0
1
1.8
0
0
47
0.6
1
1.0
0
0
0
0
0
0
1
0.8
--
--
Tenure/promotion clarity or requirements
7
1.2
1748
2.8
26
2.9
19
2.8
21
2.6
3
0.6
10
2.0
2
0.6
514
1.4
9
2.0
9
2.5
10
2.4
1
0.3
3
0.8
5
2.0
514
4.2
7
5.2
5
3.5
7
4.5
2
2.6
6
5.4
N/A
N/A
720
5.2
10
3.3
5
2.7
4
1.8
0
0
1
3.5
0
0
120
0.6
1
0.5
1
0.5
1
0.4
0
0
0
0
2
1.9
506
2.7
8
2.3
9
5.0
9
4.0
1
0.6
4
2.6
3
1.2
842
2.6
10
2.6
8
2.5
10
2.4
2
0.8
3
1.1
4
1.2
903
3.0
16
3.2
11
3.1
11
2.8
1
0.4
7
3.1
3
0.8
1344
2.8
19
2.6
13
2.6
14
2.3
3
0.7
6
1.8
4
1.8
402
2.8
7
4.5
6
3.3
7
3.7
0
0
4
2.3
1
0.8
162
2.7
1
1.8
4
6.0
1
1.6
0
0
1
1.8
3
2.8
240
2.9
6
6.1
2
1.8
6
4.8
0
0
3
2.5
--
--
Quality of leadership
20
3.4
3921
6.2
63
7.1
29
4.2
45
5.6
20
3.9
22
4.3
18
5.1
2809
7.6
40
8.8
21
5.8
29
6.9
16
5.6
15
4.1
2
0.8
463
3.8
7
5.2
4
2.8
6
3.9
1
1.3
6
5.4
N/A
N/A
649
4.7
16
5.3
4
2.2
10
4.4
3
1.9
1
3.5
14
5.7
1700
8.4
16
8.2
11
5.8
14
6.1
6
5.4
11
6.1
3
2.9
1273
6.7
32
9.2
11
6.0
17
7.6
10
5.8
6
4.0
12
4.8
2336
7.1
32
8.2
19
5.8
26
6.3
14
6.0
14
5.1
8
2.4
1575
5.2
31
6.2
10
2.8
19
4.9
6
2.2
8
3.5
15
4.0
3170
6.5
54
7.4
21
4.1
33
5.4
16
3.7
13
3.9
5
2.2
738
5.1
7
4.5
8
4.4
12
6.3
4
4.9
9
5.1
3
2.6
299
4.9
2
3.5
3
4.5
4
6.2
2
5.4
2
3.6
2
1.8
439
5.2
5
5.1
5
4.4
8
6.4
2
4.4
7
5.8
--
--
Patient care/client services
0
0
26
0.0
1
0.1
0
0
0
0
0
0
0
0
0
0
7
0.0
0
0
0
0
0
0
0
0
0
0
0
0
4
0.0
0
0
0
0
0
0
0
0
0
0
N/A
N/A
15
0.1
1
0.3
0
0
0
0
0
0
0
0
0
0
3
0.0
0
0
0
0
0
0
0
0
0
0
0
0
9
0.1
0
0
0
0
0
0
0
0
0
0
0
0
12
0.0
0
0
0
0
0
0
0
0
0
0
0
0
14
0.1
1
0.2
0
0
0
0
0
0
0
0
0
0
22
0.1
1
0.1
0
0
0
0
0
0
0
0
0
0
4
0.0
0
0
0
0
0
0
0
0
0
0
0
0
1
0.0
0
0
0
0
0
0
0
0
0
0
0
0
3
0.0
0
0
0
0
0
0
0
0
0
0
--
--
Other (Please specify)
26
4.4
2826
4.5
5
0.6
42
6.1
6
0.8
24
4.6
32
6.3
15
4.3
1718
4.7
5
1.1
22
6.0
3
0.7
13
4.6
21
5.7
11
4.5
418
3.4
0
0
8
5.7
1
0.7
3
4.0
9
8.0
N/A
N/A
690
5.0
0
0
12
6.6
2
0.9
8
5.1
2
6.9
10
4.0
1048
5.2
2
1.0
13
6.9
1
0.4
5
4.5
11
6.1
5
4.8
800
4.2
3
0.9
9
5.0
2
0.9
8
4.7
8
5.3
7
2.8
1375
4.2
2
0.5
17
5.2
3
0.7
7
3.0
20
7.3
19
5.6
1445
4.8
3
0.6
25
7.0
3
0.8
17
6.1
12
5.2
17
4.6
2368
4.9
5
0.7
31
6.1
6
1.0
24
5.5
22
6.7
9
4.0
450
3.1
0
0
11
6.1
0
0
0
0
10
5.7
5
4.3
174
2.9
0
0
1
1.5
0
0
0
0
3
5.4
4
3.7
276
3.3
0
0
10
8.8
0
0
0
0
7
5.8
--
--
Other (Please specify)
6
1.0
628
1.0
6
0.7
10
1.4
2
0.2
2
0.4
7
1.4
5
1.4
398
1.1
3
0.7
8
2.2
1
0.2
2
0.7
7
1.9
1
0.4
65
0.5
3
2.2
1
0.7
0
0
0
0
0
0
N/A
N/A
165
1.2
0
0
1
0.6
1
0.4
0
0
0
0
3
1.2
267
1.3
1
0.5
3
1.6
1
0.4
1
0.9
4
2.2
2
1.9
159
0.8
2
0.6
5
2.8
0
0
1
0.6
3
2.0
2
0.8
330
1.0
3
0.8
4
1.2
0
0
1
0.4
4
1.4
4
1.2
297
1.0
3
0.6
6
1.7
2
0.5
1
0.4
3
1.3
3
0.8
539
1.1
6
0.8
8
1.6
2
0.3
2
0.5
6
1.8
3
1.3
85
0.6
0
0
2
1.1
0
0
0
0
1
0.6
2
1.7
27
0.4
0
0
0
0
0
0
0
0
0
0
1
0.9
58
0.7
0
0
2
1.8
0
0
0
0
1
0.8
--
--
There are no positive aspects
4
0.7
1318
2.1
31
3.5
10
1.4
14
1.8
13
2.5
1
0.2
2
0.6
691
1.9
9
2.0
5
1.4
7
1.7
6
2.1
0
0
2
0.8
175
1.4
3
2.2
0
0
1
0.7
1
1.3
0
0
N/A
N/A
452
3.2
19
6.3
5
2.7
6
2.6
6
3.8
1
3.5
1
0.4
534
2.6
9
4.6
2
1.1
6
2.6
5
4.5
0
0
1
0.9
254
1.3
7
2.0
3
1.6
4
1.8
2
1.2
0
0
2
0.8
852
2.6
13
3.3
6
1.8
6
1.5
7
3.0
0
0
2
0.6
465
1.6
18
3.6
4
1.1
8
2.1
6
2.2
1
0.4
2
0.5
946
1.9
26
3.6
9
1.8
10
1.6
9
2.1
1
0.3
2
0.9
371
2.6
5
3.2
1
0.6
4
2.1
4
4.9
0
0
1
0.8
198
3.2
1
1.8
0
0
1
1.6
3
8.1
0
0
1
0.9
173
2.1
4
4.1
1
0.9
3
2.4
1
2.2
0
0
--
--
Decline to answer
8
1.3
1619
2.6
22
2.5
14
2.0
31
3.9
11
2.1
4
0.8
6
1.7
905
2.5
8
1.8
4
1.1
15
3.6
5
1.8
4
1.1
2
0.8
242
2.0
3
2.2
3
2.1
5
3.2
0
0
0
0
N/A
N/A
472
3.4
11
3.7
7
3.8
11
4.8
6
3.8
0
0
4
1.6
598
3.0
5
2.6
3
1.6
15
6.6
3
2.7
4
2.2
2
1.9
368
1.9
5
1.4
1
0.6
4
1.8
2
1.2
0
0
4
1.6
953
2.9
13
3.3
7
2.1
18
4.4
6
2.6
1
0.4
4
1.2
664
2.2
9
1.8
7
1.9
13
3.3
5
1.8
3
1.3
5
1.4
1087
2.2
18
2.5
10
2.0
23
3.8
9
2.1
3
0.9
3
1.3
527
3.6
4
2.6
4
2.2
8
4.2
2
2.4
1
0.6
2
1.7
281
4.6
4
7.0
2
3.0
2
3.1
1
2.7
1
1.8
1
0.9
246
2.9
0
0
2
1.8
6
4.8
1
2.2
0
0
Q270NS
None
(Answered)
85
27.4
10231
50.2
316
65.0
92
25.7
305
70.0
90
32.3
76
29.5
52
28.4
5601
49.8
160
66.1
47
25.1
165
72.7
46
30.5
58
30.9
33
26.0
1878
50.7
44
61.1
24
32.9
55
67.9
14
35.0
13
23.6
N/A
N/A
2752
50.8
112
65.1
21
21.4
85
66.4
30
34.1
5
33.3
39
30.0
3261
51.4
73
67.6
28
28.9
102
78.5
22
35.5
28
29.8
12
22.2
2802
47.9
127
67.9
20
21.5
76
64.4
24
27.0
19
25.0
38
28.8
5269
50.4
126
58.6
52
30.4
158
70.5
44
34.6
41
29.7
47
26.7
4931
50.0
190
70.1
40
21.5
147
69.3
45
30.2
34
28.8
50
26.2
7756
50.5
267
66.8
66
25.0
233
70.2
73
31.2
42
25.0
35
29.4
2432
49.3
48
57.1
26
27.7
72
69.2
17
37.8
34
37.8
20
32.8
991
50.4
16
51.6
12
34.3
22
61.1
10
47.6
12
41.4
15
25.9
1441
48.6
32
60.4
14
23.7
50
73.5
7
29.2
22
36.1
--
--
Decline to answer
0
0
3213
15.8
170
35.0
0
0
131
30.1
0
0
0
0
0
0
1601
14.2
82
33.9
0
0
62
27.3
0
0
0
0
0
0
656
17.7
28
38.9
0
0
26
32.1
0
0
0
0
N/A
N/A
956
17.6
60
34.9
0
0
43
33.6
0
0
0
0
0
0
942
14.8
35
32.4
0
0
28
21.5
0
0
0
0
0
0
812
13.9
60
32.1
0
0
42
35.6
0
0
0
0
0
0
1806
17.3
89
41.4
0
0
66
29.5
0
0
0
0
0
0
1397
14.2
81
29.9
0
0
65
30.7
0
0
0
0
0
0
2304
15.0
133
33.2
0
0
99
29.8
0
0
0
0
0
0
892
18.1
36
42.9
0
0
32
30.8
0
0
0
0
0
0
401
20.4
15
48.4
0
0
14
38.9
0
0
0
0
0
0
491
16.6
21
39.6
0
0
18
26.5
0
0
0
0
 
Last Updated Oct 23, 2020