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
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
You
All
Peer 1
Peer 2
Peer 3
Peer 4
Peer 5
item
item name
response label
count
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%
Q245D
I would again choose this institution
Strongly agree
228
34.4
13515
35.0
315
35.5
333
44.6
230
34.4
137
24.2
299
31.5
120
32.4
6730
31.4
166
33.3
243
42.9
139
31.9
55
18.5
176
29.2
57
36.3
2631
36.0
46
33.8
74
51.0
55
36.4
21
25.9
65
35.1
51
37.8
4154
41.7
103
40.7
16
45.7
36
43.9
61
32.6
58
36.0
87
41.0
4323
35.8
112
36.0
197
46.9
92
35.4
41
21.7
132
33.1
49
24.3
3068
28.1
58
29.6
51
32.7
48
26.7
45
22.2
60
24.4
133
36.9
6952
35.1
186
35.8
188
46.5
138
33.5
72
24.3
184
33.5
90
31.1
6462
34.7
129
35.3
145
42.4
92
35.8
64
23.9
115
28.8
193
35.6
10718
36.8
255
35.7
260
47.5
175
34.8
114
25.6
242
33.6
35
29.2
2773
29.4
60
34.7
73
36.7
55
33.1
23
19.2
57
24.9
19
32.2
991
24.5
22
28.9
28
31.5
26
25.7
10
18.2
25
19.2
16
26.2
1782
33.0
38
39.2
45
40.9
29
44.6
13
20.0
32
32.3
--
--
Somewhat agree
205
31.0
11479
29.7
287
32.4
217
29.1
225
33.6
170
30.1
290
30.6
114
30.8
6309
29.5
150
30.1
164
29.0
144
33.0
77
25.9
176
29.2
44
28.0
2258
30.9
56
41.2
43
29.7
59
39.1
29
35.8
55
29.7
47
34.8
2912
29.2
81
32.0
10
28.6
22
26.8
64
34.2
59
36.6
69
32.5
3495
29.0
92
29.6
119
28.3
85
32.7
52
27.5
115
28.8
62
30.7
3311
30.3
61
31.1
46
29.5
58
32.2
60
29.6
77
31.3
117
32.5
5861
29.6
169
32.6
122
30.2
134
32.5
88
29.7
162
29.5
86
29.8
5555
29.9
117
32.0
95
27.8
91
35.4
82
30.6
128
32.1
165
30.4
8717
29.9
227
31.8
149
27.2
175
34.8
142
31.9
231
32.1
40
33.3
2735
29.0
60
34.7
68
34.2
50
30.1
28
23.3
59
25.8
21
35.6
1235
30.5
24
31.6
33
37.1
34
33.7
13
23.6
35
26.9
19
31.1
1500
27.8
36
37.1
35
31.8
16
24.6
15
23.1
24
24.2
--
--
Neither agree nor disagree
77
11.6
4854
12.6
102
11.5
77
10.3
90
13.4
77
13.6
122
12.9
47
12.7
2932
13.7
70
14.1
64
11.3
68
15.6
39
13.1
85
14.1
18
11.5
806
11.0
9
6.6
9
6.2
13
8.6
12
14.8
21
11.3
12
8.9
1116
11.2
23
9.1
4
11.4
9
11.0
26
13.9
16
9.9
20
9.4
1539
12.8
35
11.2
45
10.7
38
14.6
32
16.9
52
13.0
28
13.9
1556
14.2
36
18.4
19
12.2
31
17.2
21
10.3
34
13.8
40
11.1
2644
13.4
70
13.5
38
9.4
58
14.1
42
14.2
71
12.9
34
11.8
2171
11.7
32
8.8
39
11.4
32
12.4
35
13.1
51
12.8
64
11.8
3426
11.8
76
10.6
54
9.9
64
12.7
68
15.3
91
12.6
13
10.8
1410
14.9
26
15.0
23
11.6
26
15.7
9
7.5
31
13.5
6
10.2
704
17.4
15
19.7
13
14.6
19
18.8
6
10.9
21
16.1
7
11.5
706
13.1
11
11.3
10
9.1
7
10.8
3
4.6
10
10.1
--
--
Somewhat disagree
55
8.3
3471
9.0
66
7.4
52
7.0
45
6.7
72
12.7
89
9.4
32
8.7
2194
10.2
43
8.6
45
8.0
33
7.6
54
18.2
66
10.9
15
9.6
635
8.7
8
5.9
6
4.1
7
4.6
4
4.9
14
7.6
8
5.9
642
6.5
15
5.9
1
2.9
5
6.1
14
7.5
9
5.6
14
6.6
1122
9.3
30
9.7
31
7.4
15
5.8
27
14.3
41
10.3
23
11.4
1178
10.8
14
7.1
15
9.6
19
10.6
32
15.8
28
11.4
28
7.8
1733
8.8
30
5.8
28
6.9
28
6.8
40
13.5
55
10.0
26
9.0
1708
9.2
35
9.6
24
7.0
17
6.6
32
11.9
33
8.3
44
8.1
2593
8.9
61
8.5
38
7.0
37
7.4
53
11.9
63
8.8
11
9.2
864
9.2
5
2.9
14
7.0
8
4.8
19
15.8
26
11.3
3
5.1
374
9.2
3
4.0
6
6.7
6
5.9
6
10.9
20
15.4
8
13.1
490
9.1
2
2.1
8
7.3
2
3.1
13
20.0
6
6.1
--
--
Strongly disagree
49
7.4
2497
6.5
47
5.3
29
3.9
36
5.4
62
11.0
76
8.0
31
8.4
1708
8.0
31
6.2
25
4.4
29
6.7
46
15.5
59
9.8
14
8.9
383
5.2
6
4.4
4
2.8
4
2.6
8
9.9
12
6.5
4
3.0
406
4.1
10
4.0
0
0
3
3.7
8
4.3
5
3.1
14
6.6
887
7.3
19
6.1
18
4.3
20
7.7
26
13.8
32
8.0
18
8.9
891
8.2
12
6.1
7
4.5
11
6.1
26
12.8
29
11.8
19
5.3
1356
6.9
24
4.6
18
4.5
27
6.5
35
11.8
44
8.0
28
9.7
1115
6.0
23
6.3
11
3.2
9
3.5
27
10.1
32
8.0
39
7.2
1700
5.8
42
5.9
20
3.7
23
4.6
39
8.8
45
6.2
10
8.3
782
8.3
5
2.9
9
4.5
13
7.8
23
19.2
31
13.5
5
8.5
333
8.2
2
2.6
5
5.6
9
8.9
11
20.0
12
9.2
5
8.2
449
8.3
3
3.1
4
3.6
4
6.2
12
18.5
19
19.2
--
--
I don't know
40
6.0
1936
5.0
44
5.0
31
4.2
25
3.7
39
6.9
49
5.2
20
5.4
1057
4.9
23
4.6
21
3.7
11
2.5
23
7.7
26
4.3
8
5.1
391
5.4
10
7.3
7
4.8
9
6.0
5
6.2
13
7.0
12
8.9
488
4.9
11
4.3
3
8.6
5
6.1
11
5.9
10
6.2
5
2.4
459
3.8
13
4.2
8
1.9
3
1.1
9
4.8
17
4.3
17
8.4
651
6.0
10
5.1
16
10.3
8
4.4
16
7.9
10
4.1
19
5.3
786
4.0
27
5.2
9
2.2
13
3.2
15
5.1
21
3.8
21
7.3
1133
6.1
16
4.4
22
6.4
12
4.7
24
9.0
28
7.0
32
5.9
1362
4.7
32
4.5
20
3.7
19
3.8
26
5.8
32
4.4
8
6.7
563
6.0
12
6.9
11
5.5
6
3.6
13
10.8
17
7.4
5
8.5
247
6.1
8
10.5
4
4.5
2
2.0
7
12.7
13
10.0
3
4.9
316
5.9
4
4.1
7
6.4
4
6.2
6
9.2
4
4.0
--
--
Decline to answer
7
1.1
783
2.0
24
2.7
6
0.8
14
2.1
8
1.4
19
2.0
5
1.4
418
1.9
15
3.0
4
0.7
9
2.1
3
1.0
11
1.8
1
0.6
168
2.3
1
0.7
1
0.7
4
2.6
2
2.5
4
2.2
1
0.7
197
2.0
8
3.2
1
2.9
1
1.2
3
1.6
4
2.5
3
1.4
210
1.7
10
3.2
2
0.5
6
2.3
2
1.1
9
2.3
4
2.0
232
2.1
5
2.5
2
1.3
3
1.7
3
1.5
5
2.0
4
1.1
372
1.9
12
2.3
1
0.2
10
2.4
4
1.4
8
1.5
3
1.0
404
2.2
12
3.3
5
1.5
4
1.6
4
1.5
11
2.8
4
0.7
504
1.7
20
2.8
6
1.1
7
1.4
3
0.7
12
1.7
3
2.5
272
2.9
4
2.3
0
0
7
4.2
5
4.2
7
3.1
0
0
140
3.5
2
2.6
0
0
5
5.0
2
3.6
4
3.1
3
4.9
132
2.5
2
2.1
0
0
2
3.1
3
4.6
3
3.0
--
--
Not applicable
1
0.1
129
0.3
2
0.2
1
0.1
4
0.6
0
0
5
0.5
1
0.3
64
0.3
0
0
0
0
3
0.7
0
0
4
0.7
0
0
26
0.4
0
0
1
0.7
0
0
0
0
1
0.5
0
0
39
0.4
2
0.8
0
0
1
1.2
0
0
0
0
0
0
30
0.2
0
0
0
0
1
0.4
0
0
1
0.2
1
0.5
41
0.4
0
0
0
0
2
1.1
0
0
3
1.2
0
0
74
0.4
1
0.2
0
0
4
1.0
0
0
4
0.7
1
0.3
55
0.3
1
0.3
1
0.3
0
0
0
0
1
0.2
1
0.2
87
0.3
1
0.1
0
0
3
0.6
0
0
4
0.6
0
0
42
0.4
1
0.6
1
0.5
1
0.6
0
0
1
0.4
0
0
25
0.6
0
0
0
0
0
0
0
0
0
0
0
0
17
0.3
1
1.0
1
0.9
1
1.5
0
0
1
1.0
Q250A
Department as a place to work
Very satisfied
211
31.9
13019
33.7
305
34.4
281
37.7
214
32.0
156
27.7
272
28.7
111
30.0
6779
31.7
166
33.3
209
36.9
136
31.2
74
24.9
166
27.5
50
31.9
2590
35.5
47
34.6
58
40.0
52
34.4
22
27.2
62
33.5
50
37.0
3650
36.7
92
36.4
14
40.0
26
32.1
60
32.3
44
27.3
86
40.6
4343
36.0
119
38.3
178
42.4
93
35.8
55
29.1
124
31.1
38
18.8
3046
27.9
50
25.5
38
24.4
43
23.9
49
24.1
57
23.2
121
33.6
6969
35.2
196
37.8
159
39.4
136
33.0
79
26.7
167
30.4
85
29.4
5955
32.0
109
29.9
122
35.7
78
30.5
76
28.5
105
26.3
174
32.1
10200
35.0
240
33.6
223
40.8
159
31.7
129
29.1
230
31.9
37
30.8
2793
29.6
65
37.6
58
29.1
55
33.1
27
22.5
42
18.3
21
35.6
1130
27.9
23
30.3
28
31.5
32
31.7
10
18.2
26
20.0
16
26.2
1663
30.9
42
43.3
30
27.3
23
35.4
17
26.1
16
16.2
--
--
Satisfied
253
38.2
14693
38.0
331
37.3
284
38.1
267
40.0
236
41.8
363
38.2
135
36.5
8101
37.8
178
35.7
210
37.1
170
39.0
113
38.0
221
36.6
66
42.0
2759
37.8
58
42.6
57
39.3
63
41.7
40
49.4
73
39.5
52
38.5
3833
38.5
95
37.5
17
48.6
34
42.0
83
44.6
69
42.9
76
35.9
4441
36.8
94
30.2
148
35.2
98
37.7
70
37.0
143
35.8
84
41.6
4238
38.8
88
44.9
65
41.7
72
40.0
88
43.4
93
37.8
146
40.6
7475
37.8
183
35.3
163
40.4
159
38.6
124
41.9
204
37.2
105
36.3
7134
38.4
147
40.3
121
35.4
108
42.2
112
42.0
158
39.6
207
38.2
11079
38.1
267
37.4
203
37.1
210
41.8
195
43.9
278
38.6
46
38.3
3574
37.9
64
37.0
81
40.7
57
34.3
41
34.2
85
37.1
22
37.3
1616
39.9
33
43.4
32
36.0
34
33.7
20
36.4
43
33.1
24
39.3
1958
36.3
31
32.0
49
44.5
23
35.4
21
32.3
42
42.4
--
--
Neither satisfied nor dissatisfied
80
12.1
4804
12.4
126
14.2
87
11.7
96
14.4
79
14.0
125
13.2
45
12.2
2768
12.9
80
16.1
67
11.8
65
14.9
40
13.5
84
13.9
17
10.8
852
11.7
13
9.6
16
11.0
19
12.6
10
12.3
18
9.7
18
13.3
1184
11.9
33
13.0
4
11.4
12
14.8
29
15.6
23
14.3
18
8.5
1423
11.8
49
15.8
41
9.8
34
13.1
24
12.7
58
14.5
30
14.8
1538
14.1
32
16.3
28
17.9
32
17.8
27
13.3
33
13.4
36
10.0
2428
12.3
71
13.7
33
8.2
60
14.6
41
13.8
81
14.8
41
14.2
2340
12.6
54
14.8
54
15.8
36
14.1
38
14.2
44
11.0
67
12.4
3406
11.7
98
13.7
57
10.4
69
13.8
58
13.1
84
11.7
13
10.8
1375
14.6
28
16.2
30
15.1
27
16.3
21
17.5
41
17.9
5
8.5
608
15.0
11
14.5
15
16.9
18
17.8
11
20.0
25
19.2
8
13.1
767
14.2
17
17.5
15
13.6
9
13.8
10
15.4
16
16.2
--
--
Dissatisfied
72
10.9
3512
9.1
73
8.2
66
8.8
57
8.5
58
10.3
118
12.4
55
14.9
2119
9.9
43
8.6
58
10.2
38
8.7
42
14.1
84
13.9
10
6.4
619
8.5
7
5.2
8
5.5
12
8.0
5
6.2
17
9.2
7
5.2
774
7.8
23
9.1
0
0
7
8.6
11
5.9
17
10.6
23
10.8
1070
8.9
27
8.7
37
8.8
19
7.3
24
12.7
46
11.5
32
15.8
1190
10.9
17
8.7
20
12.8
21
11.7
26
12.8
42
17.1
38
10.6
1659
8.4
39
7.5
35
8.7
32
7.8
33
11.2
62
11.3
33
11.4
1821
9.8
34
9.3
31
9.1
25
9.8
25
9.4
56
14.0
58
10.7
2650
9.1
62
8.7
41
7.5
43
8.6
41
9.2
86
11.9
14
11.7
849
9.0
11
6.4
25
12.6
14
8.4
17
14.2
32
14.0
5
8.5
353
8.7
6
7.9
12
13.5
8
7.9
11
20.0
24
18.5
9
14.8
496
9.2
5
5.2
13
11.8
6
9.2
6
9.2
8
8.1
--
--
Very dissatisfied
44
6.7
2148
5.6
41
4.6
25
3.4
26
3.9
30
5.3
64
6.7
23
6.2
1409
6.6
28
5.6
21
3.7
21
4.8
24
8.1
44
7.3
14
8.9
366
5.0
6
4.4
4
2.8
4
2.6
3
3.7
13
7.0
7
5.2
373
3.8
7
2.8
0
0
1
1.2
3
1.6
7
4.3
8
3.8
666
5.5
20
6.4
15
3.6
12
4.6
13
6.9
25
6.3
18
8.9
788
7.2
8
4.1
5
3.2
10
5.6
12
5.9
20
8.1
19
5.3
1031
5.2
22
4.2
14
3.5
18
4.4
17
5.7
33
6.0
23
8.0
1087
5.8
18
4.9
11
3.2
8
3.1
13
4.9
31
7.8
34
6.3
1461
5.0
38
5.3
21
3.8
18
3.6
20
4.5
39
5.4
10
8.3
676
7.2
3
1.7
4
2.0
8
4.8
10
8.3
25
10.9
6
10.2
259
6.4
1
1.3
2
2.2
5
5.0
1
1.8
10
7.7
4
6.6
417
7.7
2
2.1
2
1.8
3
4.6
9
13.8
15
15.2
--
--
Decline to answer
2
0.3
405
1.1
11
1.2
2
0.3
8
1.2
5
0.9
7
0.7
1
0.3
198
0.9
3
0.6
1
0.2
6
1.4
4
1.4
4
0.7
0
0
96
1.3
5
3.7
1
0.7
1
0.7
1
1.2
2
1.1
1
0.7
111
1.1
3
1.2
0
0
1
1.2
0
0
1
0.6
1
0.5
90
0.8
2
0.6
1
0.2
4
1.5
3
1.6
3
0.8
0
0
116
1.1
1
0.5
0
0
2
1.1
1
0.5
1
0.4
0
0
175
0.9
8
1.5
0
0
7
1.7
2
0.7
2
0.4
2
0.7
226
1.2
3
0.8
2
0.6
1
0.4
3
1.1
5
1.2
2
0.4
255
0.9
9
1.3
2
0.4
3
0.6
1
0.2
3
0.4
0
0
147
1.6
2
1.2
0
0
5
3.0
4
3.3
4
1.8
0
0
70
1.7
2
2.6
0
0
4
4.0
2
3.6
2
1.5
0
0
77
1.4
0
0
0
0
1
1.5
2
3.1
2
2.0
--
--
Not applicable
0
0
70
0.2
0
0
1
0.1
0
0
0
0
0
0
0
0
35
0.2
0
0
0
0
0
0
0
0
0
0
0
0
11
0.1
0
0
1
0.7
0
0
0
0
0
0
0
0
24
0.2
0
0
0
0
0
0
0
0
0
0
0
0
30
0.2
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
37
0.2
0
0
0
0
0
0
0
0
0
0
0
0
31
0.2
0
0
1
0.3
0
0
0
0
0
0
0
0
47
0.2
0
0
0
0
0
0
0
0
0
0
0
0
23
0.2
0
0
1
0.5
0
0
0
0
0
0
0
0
12
0.3
0
0
0
0
0
0
0
0
0
0
0
0
11
0.2
0
0
1
0.9
0
0
0
0
0
0
Q250B
Institution as a place to work
Very satisfied
164
24.8
9196
23.8
237
26.7
210
28.1
170
25.4
78
13.8
203
21.4
84
22.7
4477
20.9
121
24.3
150
26.5
107
24.5
31
10.4
122
20.2
44
28.0
1722
23.6
35
25.7
47
32.4
38
25.2
11
13.6
41
22.2
36
26.7
2997
30.1
81
32.0
13
37.1
25
30.9
36
19.4
40
24.8
70
33.0
3032
25.1
83
26.7
133
31.7
71
27.3
23
12.2
99
24.8
28
13.9
1947
17.8
42
21.4
21
13.5
36
20.0
26
12.8
38
15.4
98
27.2
4855
24.6
144
27.8
120
29.7
105
25.5
42
14.2
135
24.6
64
22.1
4276
23.0
93
25.5
90
26.3
65
25.4
36
13.5
68
17.0
137
25.3
7106
24.4
187
26.2
168
30.7
123
24.5
62
14.0
163
22.6
27
22.5
2076
22.0
50
28.9
42
21.1
47
28.3
16
13.3
40
17.5
14
23.7
841
20.8
20
26.3
19
21.4
25
24.8
8
14.6
22
16.9
13
21.3
1235
22.9
30
30.9
23
20.9
22
33.9
8
12.3
18
18.2
--
--
Satisfied
279
42.1
16696
43.2
385
43.4
340
45.6
319
47.8
230
40.8
418
44.0
142
38.4
8905
41.6
205
41.2
257
45.4
198
45.4
93
31.3
244
40.5
67
42.7
3321
45.5
71
52.2
66
45.5
82
54.3
40
49.4
90
48.6
70
51.9
4470
44.9
109
43.1
17
48.6
39
48.1
97
52.1
84
52.2
82
38.7
5026
41.7
125
40.2
184
43.8
120
46.1
73
38.6
160
40.1
82
40.6
4561
41.7
83
42.4
78
50.0
79
43.9
69
34.0
102
41.5
159
44.2
8347
42.2
213
41.0
184
45.5
190
46.1
118
39.9
233
42.4
116
40.1
8231
44.3
171
46.9
156
45.6
129
50.4
111
41.6
185
46.4
224
41.3
12682
43.6
305
42.7
238
43.5
246
49.0
194
43.7
326
45.3
55
45.8
3970
42.1
80
46.2
102
51.3
73
44.0
36
30.0
92
40.2
28
47.5
1755
43.4
34
44.7
44
49.4
44
43.6
18
32.7
53
40.8
27
44.3
2215
41.1
46
47.4
58
52.7
29
44.6
18
27.7
39
39.4
--
--
Neither satisfied nor dissatisfied
101
15.3
6518
16.9
153
17.2
112
15.0
119
17.8
99
17.6
182
19.2
62
16.8
3875
18.1
95
19.1
87
15.4
83
19.0
51
17.2
124
20.6
22
14.0
1221
16.7
15
11.0
22
15.2
21
13.9
16
19.8
31
16.8
17
12.6
1422
14.3
43
17.0
3
8.6
15
18.5
32
17.2
27
16.8
26
12.3
1936
16.1
57
18.3
55
13.1
39
15.0
29
15.3
72
18.1
40
19.8
2160
19.8
40
20.4
32
20.5
45
25.0
37
18.2
58
23.6
47
13.1
3346
16.9
95
18.3
53
13.1
73
17.7
47
15.9
102
18.6
50
17.3
3127
16.8
58
15.9
59
17.2
46
18.0
52
19.5
80
20.1
85
15.7
4699
16.1
121
16.9
77
14.1
90
17.9
76
17.1
132
18.3
16
13.3
1793
19.0
32
18.5
35
17.6
29
17.5
23
19.2
50
21.8
8
13.6
818
20.2
16
21.1
15
16.9
19
18.8
13
23.6
29
22.3
8
13.1
975
18.1
16
16.5
20
18.2
10
15.4
10
15.4
21
21.2
--
--
Dissatisfied
86
13.0
4076
10.6
67
7.5
62
8.3
44
6.6
108
19.1
109
11.5
60
16.2
2723
12.7
45
9.0
57
10.1
35
8.0
84
28.3
81
13.4
17
10.8
657
9.0
7
5.2
3
2.1
7
4.6
7
8.6
20
10.8
9
6.7
696
7.0
15
5.9
2
5.7
2
2.5
17
9.1
8
5.0
25
11.8
1344
11.1
21
6.8
38
9.1
21
8.1
43
22.8
48
12.0
37
18.3
1504
13.8
24
12.2
20
12.8
16
8.9
51
25.1
35
14.2
43
11.9
2040
10.3
38
7.3
34
8.4
32
7.8
62
20.9
58
10.6
41
14.2
2007
10.8
28
7.7
28
8.2
12
4.7
46
17.2
50
12.5
71
13.1
3126
10.7
61
8.5
48
8.8
37
7.4
81
18.2
78
10.8
15
12.5
933
9.9
6
3.5
14
7.0
7
4.2
27
22.5
31
13.5
4
6.8
354
8.8
2
2.6
8
9.0
6
5.9
11
20.0
20
15.4
11
18.0
579
10.7
4
4.1
6
5.5
1
1.5
16
24.6
11
11.1
--
--
Very dissatisfied
29
4.4
1729
4.5
34
3.8
18
2.4
10
1.5
46
8.2
33
3.5
20
5.4
1226
5.7
28
5.6
13
2.3
8
1.8
37
12.5
29
4.8
6
3.8
261
3.6
3
2.2
5
3.5
2
1.3
6
7.4
3
1.6
3
2.2
242
2.4
3
1.2
0
0
0
0
3
1.6
1
0.6
7
3.3
621
5.2
23
7.4
8
1.9
5
1.9
20
10.6
17
4.3
15
7.4
639
5.8
5
2.5
5
3.2
3
1.7
20
9.8
13
5.3
11
3.1
987
5.0
21
4.0
13
3.2
7
1.7
26
8.8
20
3.6
17
5.9
720
3.9
12
3.3
5
1.5
3
1.2
20
7.5
13
3.3
23
4.2
1233
4.2
31
4.3
13
2.4
5
1.0
30
6.8
20
2.8
6
5.0
485
5.1
3
1.7
5
2.5
5
3.0
16
13.3
13
5.7
4
6.8
190
4.7
2
2.6
3
3.4
3
3.0
4
7.3
4
3.1
2
3.3
295
5.5
1
1.0
2
1.8
2
3.1
12
18.5
9
9.1
--
--
Decline to answer
3
0.5
407
1.1
11
1.2
3
0.4
6
0.9
3
0.5
4
0.4
2
0.5
195
0.9
4
0.8
2
0.3
5
1.1
1
0.3
3
0.5
1
0.6
104
1.4
5
3.7
1
0.7
1
0.7
1
1.2
0
0
0
0
108
1.1
2
0.8
0
0
0
0
1
0.5
1
0.6
2
0.9
99
0.8
2
0.6
2
0.5
4
1.5
1
0.5
3
0.8
0
0
111
1.0
2
1.0
0
0
1
0.6
0
0
0
0
2
0.6
179
0.9
8
1.5
0
0
5
1.2
1
0.3
1
0.2
1
0.3
224
1.2
3
0.8
3
0.9
1
0.4
2
0.8
3
0.8
2
0.4
240
0.8
9
1.3
3
0.6
1
0.2
1
0.2
1
0.1
1
0.8
163
1.7
2
1.2
0
0
5
3.0
2
1.7
3
1.3
1
1.7
80
2.0
2
2.6
0
0
4
4.0
1
1.8
2
1.5
0
0
83
1.5
0
0
0
0
1
1.5
1
1.5
1
1.0
--
--
Not applicable
0
0
29
0.1
0
0
1
0.1
0
0
0
0
0
0
0
0
8
0.0
0
0
0
0
0
0
0
0
0
0
0
0
7
0.1
0
0
1
0.7
0
0
0
0
0
0
0
0
14
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
0.0
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
9
0.1
0
0
1
0.3
0
0
0
0
0
0
0
0
12
0.0
0
0
0
0
0
0
0
0
0
0
0
0
17
0.2
0
0
1
0.5
0
0
0
0
0
0
0
0
10
0.2
0
0
0
0
0
0
0
0
0
0
0
0
7
0.1
0
0
1
0.9
0
0
0
0
0
0
Q255A
Intent to leave: Tenured
For no more than five years
96
25.9
4214
19.8
121
24.4
118
21.0
100
22.9
79
26.6
146
24.2
96
25.9
4214
19.8
121
24.4
118
21.0
100
22.9
79
26.6
146
24.2
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
57
29.4
2774
24.1
89
28.7
102
25.1
79
30.4
50
30.9
96
24.9
37
21.8
1368
14.6
32
17.1
14
9.4
20
11.5
29
21.5
49
22.8
61
27.0
2546
20.4
85
25.1
77
23.5
75
25.0
50
26.6
101
25.1
34
24.8
1630
18.9
36
22.9
41
17.4
25
18.4
29
26.9
45
22.5
80
25.9
3400
20.7
105
26.1
94
22.1
79
23.6
63
26.9
116
24.9
16
26.2
799
16.7
16
17.0
24
17.5
21
20.6
16
25.4
30
21.7
7
20.0
276
12.9
5
10.6
10
13.5
14
22.6
7
22.6
18
21.7
9
34.6
523
19.9
11
23.4
14
22.2
7
17.5
9
28.1
12
21.8
--
--
More than five years but less than ten
64
17.3
3249
15.3
73
14.7
82
14.6
72
16.5
46
15.5
102
16.9
64
17.3
3249
15.3
73
14.7
82
14.6
72
16.5
46
15.5
102
16.9
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
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
21.6
2074
18.1
56
18.1
76
18.7
55
21.1
28
17.3
71
18.4
22
12.9
1132
12.0
17
9.1
5
3.4
16
9.2
18
13.3
31
14.4
47
20.8
1968
15.8
44
13.0
46
14.0
52
17.3
29
15.4
71
17.7
16
11.7
1262
14.6
29
18.5
36
15.3
20
14.7
16
14.8
31
15.5
53
17.1
2665
16.2
60
14.9
62
14.6
61
18.3
42
17.9
88
18.9
11
18.0
577
12.1
13
13.8
20
14.6
11
10.8
4
6.3
14
10.1
8
22.9
240
11.2
5
10.6
7
9.5
7
11.3
1
3.2
11
13.2
3
11.5
337
12.8
8
17.0
13
20.6
4
10.0
3
9.4
3
5.5
--
--
Ten years or more
74
20.0
5286
24.9
112
22.5
168
29.8
90
20.6
40
13.5
111
18.4
74
20.0
5286
24.9
112
22.5
168
29.8
90
20.6
40
13.5
111
18.4
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
44
22.7
2587
22.5
62
20.0
110
27.0
45
17.3
22
13.6
72
18.6
28
16.5
2598
27.6
50
26.7
56
37.6
45
25.9
18
13.3
38
17.7
45
19.9
3130
25.1
78
23.0
100
30.5
65
21.7
26
13.8
80
19.9
26
19.0
2127
24.6
34
21.7
68
28.9
25
18.4
14
13.0
31
15.5
62
20.1
4209
25.6
90
22.3
137
32.2
78
23.4
31
13.2
88
18.9
12
19.7
1069
22.4
22
23.4
31
22.6
12
11.8
9
14.3
23
16.7
6
17.1
528
24.7
11
23.4
18
24.3
4
6.5
4
12.9
12
14.5
6
23.1
541
20.5
11
23.4
13
20.6
8
20.0
5
15.6
11
20.0
--
--
I don't know
124
33.5
7225
34.0
157
31.6
160
28.4
143
32.8
120
40.4
204
33.8
124
33.5
7225
34.0
157
31.6
160
28.4
143
32.8
120
40.4
204
33.8
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
46
23.7
3366
29.3
85
27.4
98
24.1
63
24.2
54
33.3
121
31.4
76
44.7
3745
39.8
72
38.5
61
40.9
80
46.0
66
48.9
83
38.6
71
31.4
4102
32.9
108
31.9
88
26.8
90
30.0
73
38.8
124
30.9
51
37.2
3082
35.7
48
30.6
72
30.6
53
39.0
47
43.5
79
39.5
105
34.0
5315
32.4
118
29.3
112
26.3
101
30.2
92
39.3
148
31.8
19
31.1
1881
39.4
39
41.5
48
35.0
42
41.2
28
44.4
56
40.6
11
31.4
857
40.1
24
51.1
27
36.5
26
41.9
13
41.9
36
43.4
8
30.8
1024
38.9
15
31.9
21
33.3
16
40.0
15
46.9
20
36.4
--
--
Decline to answer
12
3.2
1281
6.0
34
6.8
35
6.2
31
7.1
12
4.0
40
6.6
12
3.2
1281
6.0
34
6.8
35
6.2
31
7.1
12
4.0
40
6.6
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
5
2.6
690
6.0
18
5.8
21
5.2
18
6.9
8
4.9
26
6.7
7
4.1
560
6.0
16
8.6
13
8.7
13
7.5
4
3.0
14
6.5
2
0.9
725
5.8
24
7.1
17
5.2
18
6.0
10
5.3
26
6.5
10
7.3
541
6.3
10
6.4
18
7.7
13
9.6
2
1.9
14
7.0
9
2.9
829
5.0
30
7.4
21
4.9
15
4.5
6
2.6
25
5.4
3
4.9
446
9.3
4
4.3
14
10.2
16
15.7
6
9.5
15
10.9
3
8.6
237
11.1
2
4.3
12
16.2
11
17.7
6
19.4
6
7.2
0
0
209
7.9
2
4.3
2
3.2
5
12.5
0
0
9
16.4
Q255B
Intent to leave: Pre-tenure
For no more than five years
19
12.8
638
9.4
7
5.5
6
4.4
17
11.4
12
15.2
23
12.6
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
19
12.8
638
9.4
7
5.5
6
4.4
17
11.4
12
15.2
23
12.6
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
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
11.9
329
10.4
3
4.4
3
4.8
9
11.7
3
7.7
13
16.5
10
12.7
303
8.4
3
5.2
3
4.0
8
11.1
9
22.5
10
9.7
16
14.4
389
8.7
4
4.7
4
4.9
13
13.0
4
8.0
17
13.6
3
7.9
248
10.6
3
7.1
2
3.7
4
8.2
8
27.6
6
10.5
1
6.2
104
9.6
1
5.6
0
0
0
0
1
7.1
4
12.1
2
9.1
144
11.6
2
8.3
2
4.9
4
21.1
7
46.7
2
8.3
--
--
More than five years but less than ten
12
8.1
433
6.4
9
7.1
7
5.2
11
7.4
8
10.1
13
7.1
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
12
8.1
433
6.4
9
7.1
7
5.2
11
7.4
8
10.1
13
7.1
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
7
10.4
192
6.1
4
5.9
5
8.1
3
3.9
3
7.7
5
6.3
5
6.3
238
6.6
5
8.6
2
2.7
8
11.1
5
12.5
8
7.8
6
5.4
281
6.3
5
5.9
3
3.7
7
7.0
7
14.0
7
5.6
6
15.8
150
6.4
4
9.5
4
7.4
4
8.2
1
3.5
6
10.5
3
18.8
60
5.5
0
0
1
7.7
3
10.0
1
7.1
1
3.0
3
13.6
90
7.2
4
16.7
3
7.3
1
5.3
0
0
5
20.8
--
--
Ten years or more
43
28.9
2504
36.8
42
33.1
72
52.9
49
32.9
26
32.9
48
26.4
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
43
28.9
2504
36.8
42
33.1
72
52.9
49
32.9
26
32.9
48
26.4
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
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
34.3
1179
37.2
29
42.6
28
45.2
29
37.7
19
48.7
22
27.9
19
24.1
1314
36.5
13
22.4
44
59.5
20
27.8
7
17.5
26
25.2
34
30.6
1764
39.5
27
31.8
43
52.4
32
32.0
18
36.0
34
27.2
9
23.7
738
31.7
15
35.7
29
53.7
17
34.7
8
27.6
14
24.6
4
25.0
331
30.5
8
44.4
6
46.1
13
43.3
3
21.4
8
24.2
5
22.7
407
32.7
7
29.2
23
56.1
4
21.1
5
33.3
6
25.0
--
--
I don't know
70
47.0
2896
42.5
59
46.5
44
32.4
62
41.6
30
38.0
89
48.9
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
70
47.0
2896
42.5
59
46.5
44
32.4
62
41.6
30
38.0
89
48.9
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
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
40.3
1297
41.0
28
41.2
22
35.5
26
33.8
12
30.8
36
45.6
42
53.2
1582
43.9
31
53.5
22
29.7
36
50.0
18
45.0
53
51.5
52
46.9
1847
41.4
43
50.6
29
35.4
43
43.0
20
40.0
61
48.8
18
47.4
1042
44.7
16
38.1
15
27.8
19
38.8
10
34.5
28
49.1
7
43.8
507
46.7
6
33.3
6
46.1
11
36.7
8
57.1
19
57.6
11
50.0
535
43.0
10
41.7
9
21.9
8
42.1
2
13.3
9
37.5
--
--
Decline to answer
5
3.4
338
5.0
10
7.9
7
5.2
10
6.7
3
3.8
9
5.0
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
5
3.4
338
5.0
10
7.9
7
5.2
10
6.7
3
3.8
9
5.0
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
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
3.0
168
5.3
4
5.9
4
6.5
10
13.0
2
5.1
3
3.8
3
3.8
168
4.7
6
10.3
3
4.0
0
0
1
2.5
6
5.8
3
2.7
183
4.1
6
7.1
3
3.7
5
5.0
1
2.0
6
4.8
2
5.3
152
6.5
4
9.5
4
7.4
5
10.2
2
6.9
3
5.3
1
6.2
84
7.7
3
16.7
0
0
3
10.0
1
7.1
1
3.0
1
4.5
68
5.5
1
4.2
4
9.8
2
10.5
1
6.7
2
8.3
Q255C
Intent to leave: NTT
For no more than five years
23
17.0
1863
18.7
46
18.2
9
25.7
12
14.8
32
17.2
28
17.4
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
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
17.0
1863
18.7
46
18.2
9
25.7
12
14.8
32
17.2
28
17.4
5
27.8
154
28.3
N<5
N<5
5
38.5
N<5
N<5
11
42.3
6
46.1
4
16.7
223
19.1
N<5
N<5
0
0
N<5
N<5
8
11.9
6
20.7
10
16.4
782
20.5
21
19.8
4
40.0
5
15.2
10
14.9
10
15.4
12
16.9
1052
17.4
25
17.1
5
20.0
7
14.6
22
18.5
18
18.8
21
17.9
1491
19.2
45
20.7
7
24.1
12
18.2
26
16.5
22
17.3
2
11.1
366
17.1
1
2.8
2
33.3
0
0
6
21.4
6
17.6
0
0
123
16.6
0
0
N<5
N<5
0
0
2
20.0
3
21.4
2
16.7
243
17.4
1
3.9
N/A
N/A
0
0
4
22.2
3
15.0
--
--
More than five years but less than ten
20
14.8
1425
14.3
38
15.0
8
22.9
14
17.3
27
14.5
22
13.7
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
20
14.8
1425
14.3
38
15.0
8
22.9
14
17.3
27
14.5
22
13.7
3
16.7
116
21.3
N<5
N<5
5
38.5
N<5
N<5
5
19.2
1
7.7
6
25.0
205
17.5
N<5
N<5
2
28.6
N<5
N<5
13
19.4
6
20.7
10
16.4
540
14.1
15
14.2
2
20.0
6
18.2
10
14.9
12
18.5
9
12.7
873
14.5
23
15.8
6
24.0
8
16.7
17
14.3
10
10.4
19
16.2
1174
15.1
31
14.3
8
27.6
11
16.7
23
14.6
16
12.6
1
5.6
250
11.7
7
19.4
0
0
3
20.0
4
14.3
6
17.6
0
0
78
10.5
2
20.0
N<5
N<5
1
11.1
1
10.0
1
7.1
1
8.3
172
12.3
5
19.2
N/A
N/A
2
33.3
3
16.7
5
25.0
--
--
Ten years or more
31
23.0
2910
29.3
64
25.3
12
34.3
18
22.2
66
35.5
42
26.1
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
31
23.0
2910
29.3
64
25.3
12
34.3
18
22.2
66
35.5
42
26.1
2
11.1
115
21.1
N<5
N<5
3
23.1
N<5
N<5
6
23.1
1
7.7
4
16.7
341
29.1
N<5
N<5
2
28.6
N<5
N<5
24
35.8
7
24.1
15
24.6
1106
28.9
24
22.6
3
30.0
9
27.3
25
37.3
20
30.8
16
22.5
1780
29.5
40
27.4
9
36.0
9
18.8
41
34.5
22
22.9
25
21.4
2300
29.6
53
24.4
10
34.5
14
21.2
58
36.7
36
28.4
6
33.3
601
28.1
11
30.6
2
33.3
4
26.7
8
28.6
6
17.6
2
33.3
192
25.9
4
40.0
N<5
N<5
2
22.2
3
30.0
2
14.3
4
33.3
409
29.3
7
26.9
N/A
N/A
2
33.3
5
27.8
4
20.0
--
--
I don't know
58
43.0
3358
33.8
99
39.1
6
17.1
35
43.2
55
29.6
64
39.8
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
58
43.0
3358
33.8
99
39.1
6
17.1
35
43.2
55
29.6
64
39.8
8
44.4
134
24.6
N<5
N<5
0
0
N<5
N<5
3
11.5
5
38.5
8
33.3
343
29.3
N<5
N<5
3
42.9
N<5
N<5
20
29.9
8
27.6
25
41.0
1242
32.5
43
40.6
1
10.0
13
39.4
20
29.9
22
33.9
32
45.1
2085
34.6
55
37.7
5
20.0
22
45.8
35
29.4
42
43.8
50
42.7
2529
32.5
83
38.2
4
13.8
27
40.9
46
29.1
50
39.4
8
44.4
813
38.0
16
44.4
2
33.3
8
53.3
9
32.1
14
41.2
3
50.0
298
40.2
3
30.0
N<5
N<5
6
66.7
3
30.0
8
57.1
5
41.7
515
36.9
13
50.0
N/A
N/A
2
33.3
6
33.3
6
30.0
--
--
Decline to answer
3
2.2
391
3.9
6
2.4
0
0
2
2.5
6
3.2
5
3.1
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
3
2.2
391
3.9
6
2.4
0
0
2
2.5
6
3.2
5
3.1
0
0
25
4.6
N<5
N<5
0
0
N<5
N<5
1
3.9
0
0
2
8.3
58
5.0
N<5
N<5
0
0
N<5
N<5
2
3.0
2
6.9
1
1.6
151
4.0
3
2.8
0
0
0
0
2
3.0
1
1.5
2
2.8
237
3.9
3
2.0
0
0
2
4.2
4
3.4
4
4.2
2
1.7
280
3.6
5
2.3
0
0
2
3.0
5
3.2
3
2.4
1
5.6
108
5.0
1
2.8
0
0
0
0
1
3.6
2
5.9
1
16.7
51
6.9
1
10.0
N<5
N<5
0
0
1
10.0
0
0
0
0
57
4.1
0
0
N/A
N/A
0
0
0
0
2
10.0
Q260
Reason for leaving
To improve your salary/benefits
88
13.3
6412
16.6
167
18.9
80
10.7
88
13.2
125
22.2
88
9.3
48
13.0
3110
14.5
86
17.3
67
11.8
57
13.1
66
22.2
44
7.3
21
13.5
1141
15.7
17
12.5
10
6.9
17
11.3
15
18.5
18
9.7
19
14.1
2161
21.7
64
25.3
3
8.6
14
17.3
44
23.7
26
16.1
24
11.3
1473
12.2
46
14.8
51
12.1
24
9.2
37
19.6
27
6.8
25
12.4
1883
17.2
43
22.1
18
11.5
33
18.4
50
24.6
19
7.7
51
14.2
3316
16.8
92
17.8
44
10.9
57
13.9
75
25.3
50
9.1
33
11.4
3057
16.4
75
20.6
36
10.5
31
12.1
50
18.7
38
9.5
65
12.0
4539
15.6
122
17.1
63
11.5
64
12.8
89
20.1
59
8.2
23
19.2
1847
19.6
45
26.0
17
8.5
24
14.5
36
30.0
29
12.7
10
16.9
809
20.0
20
26.3
9
10.1
14
13.9
17
30.9
16
12.3
13
21.3
1038
19.3
25
25.8
8
7.3
10
15.4
19
29.2
13
13.1
--
--
To find a more collegial work environment
23
3.5
1716
4.4
35
4.0
32
4.3
21
3.1
22
3.9
59
6.2
12
3.2
1008
4.7
16
3.2
23
4.1
15
3.5
13
4.4
34
5.6
6
3.9
325
4.5
5
3.7
8
5.5
4
2.6
4
4.9
13
7.0
5
3.7
383
3.9
14
5.5
1
2.9
2
2.5
5
2.7
12
7.5
1
0.5
445
3.7
14
4.5
14
3.3
6
2.3
5
2.6
20
5.0
14
6.9
624
5.7
3
1.5
9
5.8
9
5.0
9
4.4
17
6.9
9
2.5
737
3.7
17
3.3
16
4.0
12
2.9
10
3.4
24
4.4
14
4.8
966
5.2
18
5.0
16
4.7
9
3.5
12
4.5
35
8.8
19
3.5
1251
4.3
29
4.1
21
3.8
17
3.4
17
3.8
42
5.8
4
3.3
460
4.9
6
3.5
11
5.5
4
2.4
5
4.2
17
7.4
2
3.4
169
4.2
3
4.0
6
6.7
2
2.0
1
1.8
9
6.9
2
3.3
291
5.4
3
3.1
5
4.5
2
3.1
4
6.2
8
8.1
--
--
To find an employer who provides more resources in support of your work
55
8.3
3513
9.1
90
10.2
104
13.9
60
9.0
56
9.9
90
9.5
32
8.7
2040
9.5
50
10.1
80
14.1
43
9.9
36
12.1
61
10.1
20
12.8
1008
13.8
28
20.6
22
15.2
14
9.3
11
13.6
20
10.8
3
2.2
465
4.7
12
4.7
2
5.7
3
3.7
9
4.8
9
5.6
12
5.7
969
8.0
29
9.3
52
12.4
21
8.1
20
10.6
41
10.3
22
10.9
1176
10.8
21
10.8
30
19.2
23
12.8
21
10.3
24
9.8
27
7.5
1772
9.0
47
9.1
67
16.6
34
8.3
29
9.8
55
10.0
26
9.0
1723
9.3
43
11.8
37
10.8
26
10.2
27
10.1
35
8.8
44
8.1
2444
8.4
72
10.1
70
12.8
48
9.6
48
10.8
57
7.9
11
9.2
1061
11.2
18
10.4
34
17.1
12
7.2
8
6.7
33
14.4
7
11.9
555
13.7
12
15.8
19
21.4
7
6.9
5
9.1
27
20.8
4
6.6
506
9.4
6
6.2
15
13.6
5
7.7
3
4.6
6
6.1
--
--
To work at an institution whose priorities match your own
78
11.8
3036
7.9
63
7.1
54
7.2
40
6.0
48
8.5
98
10.3
45
12.2
1885
8.8
34
6.8
47
8.3
27
6.2
36
12.1
70
11.6
21
13.5
630
8.6
9
6.6
6
4.1
8
5.3
7
8.6
15
8.1
12
8.9
521
5.2
20
7.9
1
2.9
5
6.2
5
2.7
13
8.1
23
10.8
951
7.9
15
4.8
31
7.4
19
7.3
16
8.5
38
9.5
26
12.9
1039
9.5
20
10.3
17
10.9
10
5.6
24
11.8
36
14.6
34
9.5
1691
8.6
35
6.8
30
7.4
24
5.8
31
10.5
54
9.8
43
14.9
1322
7.1
25
6.9
24
7.0
16
6.2
17
6.4
44
11.0
64
11.8
2268
7.8
51
7.2
38
7.0
31
6.2
35
7.9
79
11.0
14
11.7
759
8.1
12
6.9
16
8.0
9
5.4
13
10.8
19
8.3
8
13.6
348
8.6
4
5.3
9
10.1
6
5.9
5
9.1
10
7.7
6
9.8
411
7.6
8
8.2
7
6.4
3
4.6
8
12.3
9
9.1
--
--
To pursue an administrative position in higher education
37
5.6
1621
4.2
51
5.8
23
3.1
40
6.0
36
6.4
66
7.0
29
7.8
1186
5.5
38
7.7
14
2.5
34
7.8
26
8.8
56
9.3
5
3.2
182
2.5
6
4.4
5
3.5
5
3.3
4
4.9
2
1.1
3
2.2
253
2.5
7
2.8
4
11.4
1
1.2
6
3.2
8
5.0
15
7.1
797
6.6
28
9.0
12
2.9
28
10.8
18
9.5
42
10.5
15
7.4
475
4.3
10
5.1
4
2.6
6
3.4
11
5.4
18
7.3
20
5.6
892
4.5
37
7.1
9
2.2
22
5.3
22
7.4
40
7.3
16
5.5
718
3.9
14
3.9
14
4.1
18
7.0
14
5.2
26
6.5
30
5.5
1191
4.1
39
5.5
15
2.7
30
6.0
22
5.0
50
6.9
7
5.8
427
4.5
12
6.9
8
4.0
10
6.0
14
11.7
16
7.0
5
8.5
139
3.4
4
5.3
2
2.2
2
2.0
7
12.7
9
6.9
2
3.3
288
5.3
8
8.2
6
5.5
8
12.3
7
10.8
7
7.1
--
--
To pursue a nonacademic job
13
2.0
785
2.0
26
2.9
15
2.0
17
2.5
17
3.0
16
1.7
4
1.1
289
1.4
10
2.0
8
1.4
9
2.1
5
1.7
10
1.7
3
1.9
145
2.0
5
3.7
5
3.5
5
3.3
2
2.5
3
1.6
6
4.4
351
3.5
11
4.3
2
5.7
3
3.7
10
5.4
3
1.9
3
1.4
141
1.2
3
1.0
8
1.9
4
1.5
3
1.6
4
1.0
2
1.0
192
1.8
8
4.1
0
0
4
2.2
6
3.0
6
2.4
6
1.7
351
1.8
17
3.3
9
2.2
9
2.2
8
2.7
10
1.8
7
2.4
426
2.3
9
2.5
6
1.8
8
3.1
9
3.4
6
1.5
11
2.0
631
2.2
21
3.0
13
2.4
13
2.6
15
3.4
13
1.8
2
1.7
152
1.6
5
2.9
2
1.0
4
2.4
2
1.7
3
1.3
1
1.7
51
1.3
1
1.3
1
1.1
3
3.0
0
0
0
0
1
1.6
101
1.9
4
4.1
1
0.9
1
1.5
2
3.1
3
3.0
--
--
To improve the employment opportunities for your spouse/partner
37
5.6
1391
3.6
23
2.6
39
5.2
36
5.4
14
2.5
49
5.2
11
3.0
536
2.5
5
1.0
25
4.4
14
3.2
7
2.4
18
3.0
20
12.8
610
8.4
14
10.3
13
9.0
19
12.6
5
6.2
23
12.4
6
4.4
245
2.5
4
1.6
1
2.9
3
3.7
2
1.1
8
5.0
8
3.8
198
1.6
2
0.7
11
2.6
4
1.5
1
0.5
6
1.5
7
3.5
373
3.4
4
2.0
14
9.0
10
5.6
6
3.0
12
4.9
21
5.8
682
3.5
12
2.3
20
5.0
18
4.4
7
2.4
27
4.9
16
5.5
698
3.8
11
3.0
19
5.6
18
7.0
7
2.6
22
5.5
27
5.0
973
3.4
17
2.4
24
4.4
23
4.6
9
2.0
38
5.3
10
8.3
415
4.4
6
3.5
15
7.5
13
7.8
5
4.2
11
4.8
6
10.2
201
5.0
2
2.6
7
7.9
9
8.9
3
5.5
8
6.2
4
6.6
214
4.0
4
4.1
8
7.3
4
6.2
2
3.1
3
3.0
--
--
For other family or personal needs
34
5.1
2362
6.1
49
5.5
55
7.4
56
8.4
28
5.0
45
4.7
7
1.9
910
4.2
15
3.0
28
5.0
24
5.5
10
3.4
24
4.0
14
9.0
756
10.4
16
11.8
24
16.6
22
14.6
8
9.9
10
5.4
13
9.6
696
7.0
18
7.1
3
8.6
10
12.3
10
5.4
11
6.8
6
2.8
417
3.5
4
1.3
17
4.0
9
3.5
4
2.1
14
3.5
3
1.5
604
5.5
11
5.6
11
7.0
15
8.4
11
5.4
13
5.3
15
4.2
1035
5.2
28
5.4
18
4.5
33
8.0
14
4.7
22
4.0
18
6.2
1315
7.1
21
5.8
37
10.8
23
9.0
14
5.2
23
5.8
30
5.5
1656
5.7
36
5.1
31
5.7
37
7.4
22
5.0
28
3.9
4
3.3
700
7.4
13
7.5
24
12.1
19
11.4
6
5.0
17
7.4
1
1.7
338
8.3
7
9.2
8
9.0
13
12.9
4
7.3
6
4.6
3
4.9
362
6.7
6
6.2
16
14.6
6
9.2
2
3.1
11
11.1
--
--
To improve your quality of life
53
8.0
3056
7.9
64
7.2
78
10.5
51
7.7
43
7.6
85
9.0
25
6.8
1522
7.1
34
6.8
48
8.5
28
6.4
13
4.4
51
8.5
9
5.8
640
8.8
8
5.9
24
16.6
15
9.9
6
7.4
21
11.3
19
14.1
894
9.0
22
8.7
6
17.1
8
9.9
24
12.9
13
8.1
9
4.2
728
6.0
19
6.1
26
6.2
13
5.0
13
6.9
33
8.3
20
9.9
942
8.6
15
7.7
25
16.0
16
8.9
12
5.9
22
8.9
25
7.0
1265
6.4
29
5.6
33
8.2
23
5.6
16
5.4
48
8.7
28
9.7
1761
9.5
35
9.6
45
13.2
28
10.9
27
10.1
37
9.3
45
8.3
2354
8.1
59
8.3
61
11.2
44
8.8
36
8.1
64
8.9
8
6.7
687
7.3
5
2.9
17
8.5
7
4.2
7
5.8
21
9.2
3
5.1
228
5.6
0
0
3
3.4
3
3.0
2
3.6
11
8.5
5
8.2
459
8.5
5
5.2
14
12.7
4
6.2
5
7.7
10
10.1
--
--
To retire
138
20.9
8135
21.1
206
23.3
171
22.9
127
19.0
90
16.0
176
18.6
111
30.0
5746
26.9
150
30.2
160
28.3
109
25.1
54
18.2
141
23.4
1
0.6
252
3.5
2
1.5
2
1.4
2
1.3
1
1.2
2
1.1
26
19.3
2137
21.5
54
21.3
9
25.7
16
19.8
35
18.8
33
20.5
85
40.1
4269
35.4
117
37.7
154
36.7
87
33.5
55
29.1
117
29.3
36
17.8
1887
17.3
33
16.9
8
5.1
22
12.3
22
10.8
34
13.8
90
25.1
4624
23.4
136
26.2
101
25.0
91
22.1
43
14.5
119
21.7
46
15.9
3455
18.6
70
19.2
70
20.5
36
14.1
47
17.6
57
14.3
121
22.4
6953
23.9
189
26.5
143
26.1
108
21.6
84
18.9
154
21.4
17
14.2
1172
12.4
17
9.8
28
14.1
19
11.4
6
5.0
22
9.6
9
15.2
417
10.3
3
4.0
12
13.5
12
11.9
1
1.8
13
10.0
8
13.1
755
14.0
14
14.4
16
14.6
7
10.8
5
7.7
9
9.1
--
--
To move to a preferred geographic location
47
7.1
2549
6.6
37
4.2
23
3.1
61
9.2
47
8.3
120
12.6
16
4.3
1161
5.4
14
2.8
16
2.8
33
7.6
17
5.7
59
9.8
23
14.7
804
11.0
11
8.1
7
4.8
22
14.6
11
13.6
47
25.4
8
5.9
584
5.9
12
4.7
0
0
6
7.4
19
10.2
14
8.7
5
2.4
529
4.4
5
1.6
8
1.9
18
6.9
7
3.7
31
7.8
14
6.9
699
6.4
9
4.6
6
3.9
16
8.9
20
9.8
34
13.8
27
7.5
1310
6.6
22
4.2
16
4.0
41
10.0
22
7.4
72
13.1
20
6.9
1221
6.6
15
4.1
7
2.0
20
7.8
24
9.0
48
12.0
39
7.2
1962
6.8
26
3.6
17
3.1
44
8.8
39
8.8
97
13.5
8
6.7
582
6.2
11
6.4
6
3.0
17
10.2
8
6.7
23
10.0
2
3.4
254
6.3
5
6.6
2
2.2
12
11.9
4
7.3
10
7.7
6
9.8
328
6.1
6
6.2
4
3.6
5
7.7
4
6.2
13
13.1
--
--
Other (Please specify)
0
0
806
2.1
3
0.3
29
3.9
25
3.8
11
1.9
4
0.4
0
0
394
1.8
2
0.4
20
3.5
13
3.0
3
1.0
2
0.3
0
0
157
2.1
0
0
7
4.8
6
4.0
4
4.9
0
0
0
0
255
2.6
1
0.4
2
5.7
6
7.4
4
2.1
2
1.2
0
0
190
1.6
0
0
12
2.9
11
4.2
1
0.5
1
0.2
0
0
240
2.2
2
1.0
8
5.1
2
1.1
4
2.0
1
0.4
0
0
398
2.0
1
0.2
18
4.5
18
4.4
5
1.7
0
0
0
0
400
2.1
2
0.6
11
3.2
7
2.7
6
2.2
3
0.8
0
0
634
2.2
2
0.3
25
4.6
21
4.2
8
1.8
4
0.6
0
0
167
1.8
1
0.6
4
2.0
4
2.4
3
2.5
0
0
0
0
43
1.1
0
0
2
2.2
2
2.0
0
0
0
0
0
0
124
2.3
1
1.0
2
1.8
2
3.1
3
4.6
0
0
--
--
There is no reason why I would choose to leave this institution
17
2.6
1266
3.3
34
3.8
20
2.7
16
2.4
10
1.8
25
2.6
9
2.4
544
2.5
19
3.8
16
2.8
9
2.1
4
1.4
12
2.0
2
1.3
290
4.0
6
4.4
4
2.8
5
3.3
1
1.2
8
4.3
6
4.4
432
4.3
9
3.6
0
0
2
2.5
5
2.7
5
3.1
6
2.8
354
2.9
14
4.5
13
3.1
6
2.3
3
1.6
12
3.0
5
2.5
246
2.2
6
3.1
2
1.3
3
1.7
3
1.5
0
0
10
2.8
672
3.4
20
3.9
11
2.7
9
2.2
6
2.0
13
2.4
7
2.4
584
3.1
14
3.9
9
2.6
7
2.7
4
1.5
12
3.0
14
2.6
875
3.0
24
3.4
15
2.7
9
1.8
8
1.8
17
2.4
3
2.5
388
4.1
10
5.8
5
2.5
7
4.2
2
1.7
8
3.5
2
3.4
188
4.7
6
7.9
3
3.4
4
4.0
1
1.8
6
4.6
1
1.6
200
3.7
4
4.1
2
1.8
3
4.6
1
1.5
2
2.0
--
--
Decline to answer
14
2.1
1411
3.6
37
4.2
23
3.1
29
4.3
17
3.0
28
3.0
8
2.2
826
3.9
23
4.6
14
2.5
20
4.6
7
2.4
21
3.5
4
2.6
273
3.8
9
6.6
8
5.5
7
4.6
2
2.5
3
1.6
2
1.5
312
3.1
5
2.0
1
2.9
2
2.5
8
4.3
4
2.5
5
2.4
470
3.9
14
4.5
11
2.6
10
3.9
6
3.2
13
3.3
5
2.5
402
3.7
10
5.1
4
2.6
10
5.6
4
2.0
10
4.1
7
1.9
753
3.8
25
4.8
12
3.0
20
4.9
8
2.7
15
2.7
7
2.4
645
3.5
12
3.3
11
3.2
9
3.5
9
3.4
13
3.3
9
1.7
923
3.2
25
3.5
11
2.0
12
2.4
12
2.7
18
2.5
5
4.2
475
5.0
12
6.9
12
6.0
17
10.2
5
4.2
10
4.4
2
3.4
254
6.3
9
11.8
6
6.7
12
11.9
5
9.1
5
3.9
3
4.9
221
4.1
3
3.1
6
5.5
5
7.7
0
0
5
5.0
Q265
Recommend department
Strongly recommend your department as a place to work
337
51.1
19709
51.0
459
51.9
460
61.7
361
54.1
249
44.1
476
50.2
187
50.5
10764
50.3
249
50.2
344
60.9
224
51.5
122
41.1
295
48.9
86
55.5
3873
53.2
86
63.2
95
65.5
93
61.6
40
49.4
104
56.2
64
47.4
5072
51.0
124
49.0
21
60.0
44
54.3
87
46.8
77
47.8
129
60.9
6649
55.1
167
53.9
266
63.5
144
55.4
86
45.5
221
55.4
85
42.1
4935
45.2
88
45.1
84
53.9
80
44.7
83
40.9
100
40.6
186
51.8
10247
51.8
276
53.3
252
62.4
215
52.3
123
41.5
280
51.0
146
50.7
9326
50.2
183
50.3
208
61.0
146
57.0
125
46.8
195
48.9
275
50.9
15105
52.0
352
49.4
351
64.3
269
53.7
203
45.7
385
53.5
62
51.7
4561
48.4
107
61.9
109
54.8
92
55.4
46
38.3
91
39.7
33
55.9
2045
50.6
50
65.8
47
52.8
54
53.5
24
43.6
53
40.8
29
47.5
2516
46.7
57
58.8
62
56.4
38
58.5
22
33.9
38
38.4
--
--
Recommend your department with reservations
242
36.7
14193
36.8
329
37.2
226
30.3
239
35.8
230
40.8
353
37.2
132
35.7
7874
36.8
190
38.3
170
30.1
161
37.0
124
41.8
235
39.0
51
32.9
2628
36.1
43
31.6
42
29.0
47
31.1
34
42.0
58
31.4
59
43.7
3691
37.1
96
37.9
14
40.0
31
38.3
72
38.7
60
37.3
65
30.7
4083
33.9
107
34.5
116
27.7
94
36.1
72
38.1
138
34.6
82
40.6
4386
40.2
85
43.6
59
37.8
71
39.7
88
43.4
110
44.7
134
37.3
7204
36.5
188
36.3
122
30.2
156
38.0
124
41.9
201
36.6
102
35.4
6893
37.1
138
37.9
104
30.5
83
32.4
106
39.7
152
38.1
202
37.4
10774
37.0
276
38.8
156
28.6
190
37.9
183
41.2
256
35.6
40
33.3
3375
35.8
53
30.6
70
35.2
49
29.5
47
39.2
97
42.4
16
27.1
1367
33.8
20
26.3
29
32.6
33
32.7
21
38.2
55
42.3
24
39.3
2008
37.3
33
34.0
41
37.3
16
24.6
26
40.0
42
42.4
--
--
Not recommend your department as a place to work
51
7.7
2735
7.1
46
5.2
30
4.0
30
4.5
48
8.5
68
7.2
29
7.8
1673
7.8
27
5.4
26
4.6
23
5.3
34
11.4
43
7.1
14
9.0
439
6.0
4
2.9
4
2.8
5
3.3
5
6.2
15
8.1
8
5.9
623
6.3
15
5.9
0
0
2
2.5
9
4.8
10
6.2
8
3.8
802
6.7
17
5.5
19
4.5
13
5.0
19
10.1
25
6.3
23
11.4
958
8.8
11
5.6
6
3.9
10
5.6
20
9.8
19
7.7
25
7.0
1405
7.1
26
5.0
17
4.2
20
4.9
29
9.8
42
7.7
24
8.3
1298
7.0
20
5.5
13
3.8
10
3.9
19
7.1
26
6.5
43
8.0
1936
6.7
44
6.2
20
3.7
22
4.4
32
7.2
41
5.7
8
6.7
787
8.3
2
1.2
10
5.0
8
4.8
16
13.3
27
11.8
3
5.1
313
7.7
1
1.3
6
6.7
4
4.0
4
7.3
14
10.8
5
8.2
474
8.8
1
1.0
4
3.6
4
6.2
12
18.5
13
13.1
--
--
Decline to answer
30
4.5
1986
5.1
51
5.8
29
3.9
37
5.5
37
6.6
52
5.5
22
6.0
1088
5.1
30
6.0
25
4.4
27
6.2
17
5.7
30
5.0
4
2.6
344
4.7
3
2.2
4
2.8
6
4.0
2
2.5
8
4.3
4
3.0
554
5.6
18
7.1
0
0
4
4.9
18
9.7
14
8.7
10
4.7
526
4.4
19
6.1
18
4.3
9
3.5
12
6.3
15
3.8
12
5.9
641
5.9
11
5.6
7
4.5
18
10.1
12
5.9
17
6.9
14
3.9
909
4.6
28
5.4
13
3.2
20
4.9
20
6.8
26
4.7
16
5.6
1058
5.7
23
6.3
16
4.7
17
6.6
17
6.4
26
6.5
20
3.7
1263
4.3
40
5.6
19
3.5
20
4.0
26
5.9
38
5.3
10
8.3
706
7.5
11
6.4
10
5.0
17
10.2
11
9.2
14
6.1
7
11.9
320
7.9
5
6.6
7
7.9
10
9.9
6
10.9
8
6.2
3
4.9
386
7.2
6
6.2
3
2.7
7
10.8
5
7.7
6
6.1
Q267A
Best aspects about working at your institution.
Quality of colleagues
189
14.6
12617
16.8
324
18.9
337
23.1
230
17.4
192
17.6
271
14.8
118
16.2
7397
17.8
176
18.3
256
23.2
155
17.9
106
18.3
179
15.4
44
14.3
2153
15.1
51
19.5
61
21.5
56
19.0
25
16.1
51
14.1
27
10.4
3067
15.9
97
19.6
20
29.4
19
11.9
61
16.9
41
13.4
76
18.2
4533
19.4
119
19.8
209
25.6
99
18.8
66
18.2
125
16.3
50
12.7
3414
16.1
62
16.3
54
17.6
57
16.4
71
17.7
71
15.1
111
15.8
6837
17.9
199
19.8
191
24.1
142
17.8
91
15.9
167
15.8
72
12.7
5685
15.7
124
17.5
146
22.1
88
16.9
101
19.5
103
13.4
162
15.3
10254
18.1
273
19.7
261
24.4
183
18.7
166
19.1
212
15.2
27
11.5
2317
12.8
51
15.4
76
19.7
47
13.8
26
11.7
59
13.7
14
12.2
960
12.5
21
14.7
31
17.7
28
14.1
10
10.0
36
14.7
13
10.9
1357
13.1
30
15.9
45
21.4
19
13.4
16
13.0
23
12.3
--
--
Support of colleagues
105
8.1
6734
9.0
140
8.1
87
6.0
106
8.0
112
10.2
121
6.6
55
7.6
3095
7.5
60
6.2
52
4.7
56
6.5
44
7.6
65
5.6
27
8.8
1669
11.7
29
11.1
27
9.5
31
10.5
19
12.3
29
8.0
23
8.8
1970
10.2
51
10.3
8
11.8
19
11.9
49
13.6
27
8.8
27
6.5
1509
6.5
35
5.8
34
4.2
32
6.1
34
9.4
40
5.2
34
8.6
1863
8.8
27
7.1
23
7.5
26
7.5
34
8.5
32
6.8
54
7.7
2818
7.4
73
7.3
41
5.2
50
6.3
50
8.7
54
5.1
49
8.7
3878
10.7
67
9.5
46
7.0
56
10.8
61
11.8
66
8.6
88
8.3
5085
9.0
114
8.2
63
5.9
62
6.3
90
10.3
101
7.2
17
7.3
1637
9.1
26
7.8
24
6.2
44
12.9
22
9.9
20
4.6
11
9.6
757
9.8
12
8.4
12
6.9
22
11.1
10
10.0
10
4.1
6
5.0
880
8.5
14
7.4
12
5.7
22
15.5
12
9.8
10
5.3
--
--
Opportunities to collaborate with colleagues
64
5.0
3063
4.1
108
6.3
82
5.6
82
6.2
61
5.6
122
6.7
43
5.9
1703
4.1
76
7.9
46
4.2
58
6.7
37
6.4
79
6.8
16
5.2
653
4.6
17
6.5
29
10.2
18
6.1
9
5.8
32
8.8
5
1.9
707
3.7
15
3.0
7
10.3
6
3.8
15
4.2
11
3.6
25
6.0
1077
4.6
48
8.0
36
4.4
36
6.8
27
7.4
57
7.4
22
5.6
792
3.7
29
7.6
12
3.9
22
6.3
19
4.7
25
5.3
38
5.4
1577
4.1
68
6.8
43
5.4
49
6.1
38
6.6
70
6.6
24
4.2
1472
4.1
40
5.7
39
5.9
33
6.3
23
4.4
52
6.7
46
4.3
2211
3.9
78
5.6
57
5.3
55
5.6
50
5.7
88
6.3
18
7.7
847
4.7
30
9.0
25
6.5
27
7.9
11
4.9
34
7.9
13
11.3
420
5.5
17
11.9
10
5.7
20
10.1
7
7.0
22
9.0
5
4.2
427
4.1
13
6.9
15
7.1
7
4.9
4
3.2
12
6.4
--
--
Quality of graduate students
65
5.0
3917
5.2
99
5.8
110
7.5
44
3.3
45
4.1
142
7.8
43
5.9
2435
5.9
71
7.4
90
8.2
39
4.5
22
3.8
108
9.3
13
4.2
511
3.6
9
3.4
15
5.3
1
0.3
1
0.7
22
6.1
9
3.5
971
5.0
19
3.9
5
7.3
4
2.5
22
6.1
12
3.9
27
6.5
1692
7.2
48
8.0
72
8.8
29
5.5
13
3.6
76
9.9
23
5.8
1018
4.8
25
6.6
20
6.5
10
2.9
20
5.0
35
7.4
33
4.7
1920
5.0
59
5.9
59
7.4
28
3.5
18
3.1
88
8.3
30
5.3
1949
5.4
40
5.7
51
7.7
16
3.1
27
5.2
54
7.0
48
4.5
3121
5.5
81
5.8
83
7.8
30
3.1
38
4.4
107
7.7
17
7.3
777
4.3
18
5.4
27
7.0
14
4.1
7
3.1
35
8.1
6
5.2
287
3.7
2
1.4
11
6.3
6
3.0
1
1.0
20
8.2
11
9.2
490
4.7
16
8.5
16
7.6
8
5.6
6
4.9
15
8.0
--
--
Quality of undergraduate students
75
5.8
5995
8.0
106
6.2
40
2.8
77
5.8
72
6.6
86
4.7
47
6.5
3067
7.4
38
4.0
30
2.7
46
5.3
32
5.5
44
3.8
8
2.6
804
5.7
6
2.3
10
3.5
10
3.4
5
3.2
10
2.8
20
7.7
2124
11.0
62
12.6
0
0
21
13.2
35
9.7
32
10.4
26
6.2
1578
6.8
22
3.7
16
2.0
23
4.4
23
6.3
32
4.2
26
6.6
1739
8.2
16
4.2
13
4.2
23
6.6
30
7.5
19
4.0
36
5.1
2880
7.5
50
5.0
13
1.6
38
4.8
36
6.3
49
4.6
38
6.7
3061
8.5
56
7.9
27
4.1
39
7.5
36
6.9
37
4.8
65
6.1
4834
8.5
85
6.1
29
2.7
65
6.6
55
6.3
75
5.4
10
4.3
1147
6.4
21
6.3
11
2.9
12
3.5
17
7.6
11
2.5
4
3.5
326
4.2
6
4.2
3
1.7
6
3.0
4
4.0
6
2.5
6
5.0
821
7.9
15
7.9
8
3.8
6
4.2
13
10.6
5
2.7
--
--
Quality of facilities
6
0.5
1451
1.9
42
2.4
22
1.5
38
2.9
18
1.6
47
2.6
3
0.4
787
1.9
18
1.9
18
1.6
22
2.5
7
1.2
27
2.3
0
0
248
1.7
12
4.6
3
1.1
8
2.7
2
1.3
13
3.6
3
1.1
416
2.1
12
2.4
1
1.5
8
5.0
9
2.5
7
2.3
3
0.7
466
2.0
15
2.5
12
1.5
14
2.7
4
1.1
21
2.7
0
0
397
1.9
4
1.1
7
2.3
7
2.0
8
2.0
10
2.1
5
0.7
890
2.3
25
2.5
13
1.6
24
3.0
11
1.9
33
3.1
1
0.2
552
1.5
17
2.4
9
1.4
14
2.7
7
1.4
14
1.8
4
0.4
1099
1.9
30
2.2
16
1.5
30
3.1
15
1.7
31
2.2
2
0.8
345
1.9
12
3.6
6
1.6
8
2.4
3
1.4
16
3.7
0
0
130
1.7
3
2.1
4
2.3
4
2.0
1
1.0
7
2.9
2
1.7
215
2.1
9
4.8
2
0.9
4
2.8
2
1.6
9
4.8
--
--
Compensation
25
1.9
1764
2.4
22
1.3
20
1.4
28
2.1
21
1.9
65
3.5
11
1.5
906
2.2
7
0.7
15
1.4
16
1.9
7
1.2
38
3.3
7
2.3
308
2.2
5
1.9
4
1.4
9
3.0
4
2.6
13
3.6
7
2.7
550
2.9
10
2.0
1
1.5
3
1.9
10
2.8
14
4.6
4
1.0
573
2.5
5
0.8
9
1.1
14
2.7
8
2.2
24
3.1
9
2.3
422
2.0
2
0.5
7
2.3
2
0.6
4
1.0
19
4.0
13
1.9
946
2.5
14
1.4
14
1.8
19
2.4
14
2.4
37
3.5
11
1.9
803
2.2
8
1.1
6
0.9
9
1.7
7
1.4
28
3.6
24
2.3
1363
2.4
19
1.4
17
1.6
24
2.5
14
1.6
50
3.6
1
0.4
399
2.2
3
0.9
3
0.8
4
1.2
7
3.1
15
3.5
1
0.9
118
1.5
2
1.4
1
0.6
2
1.0
3
3.0
5
2.0
0
0
281
2.7
1
0.5
2
0.9
2
1.4
4
3.2
10
5.3
--
--
Support for research/creative work
54
4.2
2019
2.7
40
2.3
47
3.2
39
3.0
27
2.5
82
4.5
21
2.9
1143
2.8
24
2.5
34
3.1
22
2.5
19
3.3
53
4.6
30
9.7
552
3.9
9
3.4
11
3.9
15
5.1
5
3.2
23
6.3
3
1.1
324
1.7
7
1.4
2
2.9
2
1.3
3
0.8
6
1.9
13
3.1
760
3.2
15
2.5
29
3.5
16
3.0
6
1.6
40
5.2
13
3.3
456
2.1
9
2.4
5
1.6
6
1.7
14
3.5
15
3.2
29
4.1
1099
2.9
26
2.6
25
3.1
20
2.5
15
2.6
53
5.0
25
4.4
907
2.5
14
2.0
22
3.3
19
3.6
12
2.3
29
3.8
35
3.3
1407
2.5
29
2.1
36
3.4
24
2.5
23
2.6
62
4.4
19
8.1
608
3.4
11
3.3
11
2.9
15
4.4
4
1.8
20
4.6
9
7.8
299
3.9
6
4.2
4
2.3
10
5.0
3
3.0
11
4.5
10
8.4
309
3.0
5
2.6
7
3.3
5
3.5
1
0.8
9
4.8
--
--
Support for teaching
12
0.9
1414
1.9
38
2.2
8
0.6
20
1.5
23
2.1
26
1.4
1
0.1
428
1.0
6
0.6
4
0.4
13
1.5
5
0.9
7
0.6
0
0
214
1.5
5
1.9
1
0.3
1
0.3
5
3.2
3
0.8
11
4.2
772
4.0
27
5.5
3
4.4
6
3.8
13
3.6
16
5.2
0
0
228
1.0
3
0.5
4
0.5
5
0.9
4
1.1
6
0.8
3
0.8
293
1.4
4
1.1
1
0.3
9
2.6
8
2.0
2
0.4
5
0.7
589
1.5
12
1.2
2
0.2
11
1.4
7
1.2
8
0.8
7
1.2
814
2.2
26
3.7
6
0.9
9
1.7
16
3.1
18
2.3
11
1.0
1089
1.9
33
2.4
6
0.6
15
1.5
18
2.1
23
1.6
1
0.4
324
1.8
5
1.5
2
0.5
5
1.5
5
2.2
3
0.7
0
0
115
1.5
2
1.4
0
0
2
1.0
1
1.0
1
0.4
1
0.8
209
2.0
3
1.6
2
0.9
3
2.1
4
3.2
2
1.1
--
--
Support for professional development
19
1.5
859
1.1
17
1.0
11
0.8
19
1.4
6
0.6
28
1.5
6
0.8
251
0.6
7
0.7
6
0.5
11
1.3
1
0.2
9
0.8
6
1.9
168
1.2
0
0
2
0.7
6
2.0
0
0
6
1.7
7
2.7
440
2.3
10
2.0
3
4.4
2
1.3
5
1.4
13
4.2
5
1.2
147
0.6
2
0.3
3
0.4
4
0.8
2
0.6
9
1.2
3
0.8
162
0.8
5
1.3
4
1.3
7
2.0
2
0.5
2
0.4
4
0.6
275
0.7
4
0.4
5
0.6
10
1.2
3
0.5
8
0.8
15
2.6
576
1.6
13
1.8
6
0.9
9
1.7
3
0.6
20
2.6
16
1.5
590
1.0
13
0.9
8
0.8
15
1.5
4
0.5
22
1.6
3
1.3
267
1.5
4
1.2
3
0.8
4
1.2
2
0.9
6
1.4
2
1.7
90
1.2
2
1.4
0
0
2
1.0
0
0
1
0.4
1
0.8
177
1.7
2
1.1
3
1.4
2
1.4
2
1.6
5
2.7
--
--
Assistance for grant proposals
19
1.5
326
0.4
8
0.5
2
0.1
7
0.5
3
0.3
31
1.7
8
1.1
153
0.4
4
0.4
2
0.2
3
0.3
1
0.2
15
1.3
9
2.9
110
0.8
3
1.1
0
0
3
1.0
0
0
14
3.9
2
0.8
63
0.3
1
0.2
0
0
1
0.6
2
0.6
2
0.7
2
0.5
80
0.3
1
0.2
2
0.2
2
0.4
1
0.3
8
1.0
7
1.8
89
0.4
3
0.8
0
0
2
0.6
0
0
8
1.7
7
1.0
160
0.4
5
0.5
0
0
2
0.2
2
0.3
14
1.3
12
2.1
162
0.5
2
0.3
2
0.3
5
1.0
1
0.2
17
2.2
12
1.1
204
0.4
7
0.5
1
0.1
2
0.2
2
0.2
21
1.5
7
3.0
121
0.7
1
0.3
1
0.3
5
1.5
1
0.5
10
2.3
6
5.2
65
0.8
0
0
0
0
1
0.5
1
1.0
7
2.9
1
0.8
56
0.5
1
0.5
1
0.5
4
2.8
0
0
3
1.6
--
--
Childcare policies
5
0.4
316
0.4
3
0.2
7
0.5
4
0.3
4
0.4
5
0.3
2
0.3
91
0.2
0
0
6
0.5
3
0.3
1
0.2
2
0.2
2
0.7
79
0.6
0
0
1
0.3
0
0
0
0
3
0.8
1
0.4
146
0.8
3
0.6
0
0
1
0.6
3
0.8
0
0
0
0
47
0.2
0
0
5
0.6
2
0.4
1
0.3
1
0.1
2
0.5
62
0.3
0
0
1
0.3
1
0.3
0
0
1
0.2
2
0.3
104
0.3
0
0
1
0.1
2
0.2
1
0.2
2
0.2
3
0.5
207
0.6
3
0.4
6
0.9
2
0.4
3
0.6
3
0.4
4
0.4
233
0.4
2
0.1
6
0.6
1
0.1
3
0.3
4
0.3
1
0.4
80
0.4
1
0.3
1
0.3
3
0.9
1
0.5
1
0.2
0
0
39
0.5
1
0.7
1
0.6
2
1.0
1
1.0
1
0.4
1
0.8
41
0.4
0
0
0
0
1
0.7
0
0
0
0
--
--
Spousal/partner hiring program
27
2.1
472
0.6
6
0.3
14
1.0
42
3.2
8
0.7
30
1.6
14
1.9
255
0.6
4
0.4
9
0.8
20
2.3
4
0.7
17
1.5
7
2.3
144
1.0
2
0.8
5
1.8
16
5.4
2
1.3
9
2.5
6
2.3
73
0.4
0
0
0
0
6
3.8
2
0.6
4
1.3
8
1.9
119
0.5
2
0.3
5
0.6
11
2.1
1
0.3
8
1.0
8
2.0
148
0.7
2
0.5
4
1.3
10
2.9
4
1.0
9
1.9
12
1.7
237
0.6
5
0.5
6
0.8
26
3.2
3
0.5
13
1.2
15
2.6
234
0.7
1
0.1
8
1.2
16
3.1
5
1.0
17
2.2
21
2.0
337
0.6
6
0.4
13
1.2
34
3.5
8
0.9
24
1.7
6
2.6
133
0.7
0
0
1
0.3
8
2.4
0
0
6
1.4
4
3.5
66
0.9
0
0
1
0.6
5
2.5
0
0
2
0.8
2
1.7
67
0.7
0
0
0
0
3
2.1
0
0
4
2.1
--
--
Diversity
5
0.4
1636
2.2
13
0.8
22
1.5
14
1.1
6
0.6
9
0.5
3
0.4
867
2.1
4
0.4
17
1.5
9
1.0
3
0.5
4
0.3
1
0.3
338
2.4
4
1.5
5
1.8
4
1.4
1
0.7
2
0.6
1
0.4
431
2.2
5
1.0
0
0
1
0.6
2
0.6
3
1.0
2
0.5
429
1.8
2
0.3
11
1.4
7
1.3
2
0.6
3
0.4
1
0.2
461
2.2
2
0.5
6
2.0
2
0.6
2
0.5
1
0.2
4
0.6
774
2.0
3
0.3
11
1.4
11
1.4
4
0.7
6
0.6
1
0.2
851
2.4
10
1.4
11
1.7
3
0.6
2
0.4
3
0.4
3
0.3
972
1.7
11
0.8
10
0.9
6
0.6
3
0.3
5
0.4
2
0.8
664
3.7
2
0.6
12
3.1
8
2.4
3
1.4
4
0.9
0
0
298
3.9
1
0.7
4
2.3
6
3.0
1
1.0
3
1.2
2
1.7
366
3.5
1
0.5
8
3.8
2
1.4
2
1.6
1
0.5
--
--
Presence of others like me
3
0.2
448
0.6
7
0.4
4
0.3
7
0.5
4
0.4
7
0.4
3
0.4
227
0.6
3
0.3
3
0.3
4
0.5
1
0.2
4
0.3
0
0
70
0.5
2
0.8
0
0
2
0.7
3
1.9
0
0
0
0
151
0.8
2
0.4
1
1.5
1
0.6
0
0
3
1.0
1
0.2
120
0.5
3
0.5
1
0.1
2
0.4
0
0
3
0.4
2
0.5
122
0.6
0
0
1
0.3
3
0.9
1
0.2
1
0.2
2
0.3
222
0.6
2
0.2
3
0.4
6
0.8
3
0.5
4
0.4
1
0.2
221
0.6
5
0.7
1
0.1
1
0.2
1
0.2
3
0.4
2
0.2
273
0.5
5
0.4
3
0.3
3
0.3
2
0.2
2
0.1
1
0.4
174
1.0
2
0.6
1
0.3
4
1.2
2
0.9
5
1.2
1
0.9
61
0.8
1
0.7
1
0.6
3
1.5
0
0
4
1.6
0
0
113
1.1
1
0.5
0
0
1
0.7
2
1.6
1
0.5
--
--
My sense of "fit" here
71
5.5
3118
4.2
59
3.4
52
3.6
65
4.9
37
3.4
60
3.3
33
4.5
1530
3.7
29
3.0
42
3.8
43
5.0
14
2.4
37
3.2
13
4.2
581
4.1
7
2.7
9
3.2
15
5.1
6
3.9
5
1.4
25
9.6
1007
5.2
23
4.7
1
1.5
7
4.4
17
4.7
18
5.9
34
8.1
893
3.8
22
3.7
32
3.9
30
5.7
10
2.8
25
3.3
16
4.1
799
3.8
7
1.8
10
3.3
14
4.0
12
3.0
16
3.4
52
7.4
1528
4.0
35
3.5
31
3.9
39
4.9
19
3.3
43
4.1
18
3.2
1568
4.3
23
3.2
21
3.2
26
5.0
18
3.5
17
2.2
59
5.6
2490
4.4
46
3.3
40
3.7
55
5.6
31
3.6
52
3.7
12
5.1
625
3.5
13
3.9
12
3.1
10
2.9
6
2.7
8
1.9
5
4.3
254
3.3
6
4.2
5
2.9
6
3.0
3
3.0
4
1.6
7
5.9
371
3.6
7
3.7
7
3.3
4
2.8
3
2.4
4
2.1
--
--
Geographic location
162
12.5
7987
10.7
280
16.3
249
17.1
67
5.1
52
4.8
46
2.5
102
14.1
4791
11.6
187
19.4
197
17.8
43
5.0
21
3.6
28
2.4
26
8.4
1383
9.7
28
10.7
45
15.8
12
4.1
8
5.2
4
1.1
34
13.1
1813
9.4
65
13.2
7
10.3
12
7.5
23
6.4
14
4.6
62
14.8
2682
11.5
115
19.2
145
17.8
25
4.8
19
5.2
12
1.6
49
12.4
2408
11.4
73
19.2
53
17.3
19
5.5
17
4.2
18
3.8
90
12.8
4220
11.0
185
18.4
143
18.0
39
4.9
33
5.8
27
2.6
69
12.2
3713
10.3
93
13.1
106
16.0
28
5.4
19
3.7
19
2.5
148
14.0
6037
10.6
228
16.4
184
17.2
58
5.9
47
5.4
36
2.6
14
6.0
1917
10.6
52
15.7
65
16.9
9
2.6
5
2.2
10
2.3
7
6.1
822
10.7
26
18.2
36
20.6
3
1.5
0
0
4
1.6
7
5.9
1095
10.6
26
13.8
29
13.8
6
4.2
5
4.1
6
3.2
--
--
Commute
51
3.9
1460
1.9
23
1.3
34
2.3
46
3.5
40
3.7
48
2.6
32
4.4
765
1.8
11
1.1
29
2.6
37
4.3
29
5.0
30
2.6
6
1.9
224
1.6
4
1.5
5
1.8
6
2.0
3
1.9
8
2.2
13
5.0
471
2.4
8
1.6
0
0
3
1.9
8
2.2
10
3.3
16
3.8
407
1.7
7
1.2
22
2.7
22
4.2
17
4.7
15
2.0
15
3.8
400
1.9
5
1.3
7
2.3
14
4.0
14
3.5
16
3.4
31
4.4
671
1.8
9
0.9
21
2.6
29
3.6
21
3.7
27
2.6
18
3.2
775
2.1
14
2.0
13
2.0
17
3.3
19
3.7
21
2.7
42
4.0
1086
1.9
20
1.4
26
2.4
34
3.5
30
3.4
30
2.1
9
3.9
369
2.0
3
0.9
8
2.1
12
3.5
10
4.5
18
4.2
4
3.5
163
2.1
1
0.7
3
1.7
9
4.5
7
7.0
9
3.7
5
4.2
206
2.0
2
1.1
5
2.4
3
2.1
3
2.4
9
4.8
--
--
Cost of living
53
4.1
3214
4.3
53
3.1
0
0
94
7.1
119
10.9
203
11.1
27
3.7
1889
4.5
26
2.7
0
0
62
7.2
81
14.0
125
10.8
17
5.5
691
4.9
14
5.3
0
0
21
7.1
14
9.0
45
12.4
9
3.5
634
3.3
13
2.6
0
0
11
6.9
24
6.7
33
10.8
13
3.1
873
3.7
14
2.3
0
0
24
4.6
41
11.3
65
8.5
16
4.1
1131
5.3
12
3.2
0
0
38
10.9
57
14.2
66
14.0
33
4.7
1839
4.8
35
3.5
0
0
56
7.0
66
11.5
122
11.6
20
3.5
1359
3.8
18
2.5
0
0
38
7.3
52
10.0
81
10.5
42
4.0
2302
4.1
39
2.8
0
0
69
7.0
86
9.9
148
10.6
11
4.7
907
5.0
14
4.2
0
0
25
7.3
33
14.8
55
12.7
8
7.0
431
5.6
10
7.0
0
0
16
8.0
15
15.0
33
13.5
3
2.5
476
4.6
4
2.1
0
0
9
6.3
18
14.6
22
11.8
--
--
Protections from service/assignments
6
0.5
283
0.4
2
0.1
1
0.1
3
0.2
6
0.6
2
0.1
1
0.1
104
0.2
2
0.2
0
0
2
0.2
1
0.2
0
0
5
1.6
138
1.0
0
0
1
0.3
1
0.3
3
1.9
2
0.6
0
0
41
0.2
0
0
0
0
0
0
2
0.6
0
0
1
0.2
54
0.2
2
0.3
0
0
1
0.2
0
0
0
0
0
0
64
0.3
0
0
0
0
1
0.3
3
0.8
0
0
3
0.4
154
0.4
2
0.2
1
0.1
1
0.1
4
0.7
0
0
3
0.5
126
0.3
0
0
0
0
2
0.4
2
0.4
2
0.3
3
0.3
177
0.3
2
0.1
0
0
2
0.2
4
0.5
2
0.1
3
1.3
105
0.6
0
0
1
0.3
1
0.3
2
0.9
0
0
1
0.9
63
0.8
0
0
1
0.6
0
0
2
2.0
0
0
2
1.7
42
0.4
0
0
0
0
1
0.7
0
0
0
0
--
--
Teaching load
43
3.3
2616
3.5
61
3.5
53
3.6
35
2.6
33
3.0
68
3.7
17
2.3
1486
3.6
28
2.9
45
4.1
14
1.6
25
4.3
50
4.3
17
5.5
549
3.9
11
4.2
8
2.8
16
5.4
4
2.6
11
3.0
9
3.5
581
3.0
22
4.5
0
0
5
3.1
4
1.1
7
2.3
7
1.7
737
3.1
13
2.2
28
3.4
7
1.3
11
3.0
32
4.2
13
3.3
812
3.8
16
4.2
16
5.2
7
2.0
16
4.0
18
3.8
20
2.8
1439
3.8
35
3.5
34
4.3
23
2.9
19
3.3
41
3.9
23
4.1
1165
3.2
26
3.7
19
2.9
12
2.3
14
2.7
27
3.5
32
3.0
1965
3.5
52
3.8
38
3.5
26
2.7
26
3.0
55
3.9
11
4.7
645
3.6
9
2.7
15
3.9
9
2.6
7
3.1
13
3.0
4
3.5
275
3.6
1
0.7
10
5.7
7
3.5
2
2.0
5
2.0
7
5.9
370
3.6
8
4.2
5
2.4
2
1.4
5
4.1
8
4.3
--
--
Manageable pressure to perform
33
2.5
2128
2.8
44
2.6
15
1.0
40
3.0
31
2.8
41
2.2
19
2.6
1111
2.7
26
2.7
10
0.9
25
2.9
15
2.6
25
2.2
8
2.6
565
4.0
7
2.7
4
1.4
10
3.4
8
5.2
10
2.8
6
2.3
452
2.3
11
2.2
1
1.5
5
3.1
8
2.2
6
1.9
10
2.4
524
2.2
15
2.5
6
0.7
10
1.9
8
2.2
17
2.2
11
2.8
641
3.0
11
2.9
4
1.3
15
4.3
12
3.0
10
2.1
16
2.3
1114
2.9
23
2.3
6
0.8
24
3.0
18
3.1
24
2.3
15
2.6
1002
2.8
20
2.8
9
1.4
16
3.1
13
2.5
17
2.2
28
2.6
1602
2.8
36
2.6
5
0.5
28
2.9
27
3.1
32
2.3
5
2.1
523
2.9
8
2.4
10
2.6
12
3.5
4
1.8
9
2.1
0
0
250
3.2
3
2.1
4
2.3
7
3.5
2
2.0
5
2.0
5
4.2
273
2.6
5
2.6
6
2.9
5
3.5
2
1.6
4
2.1
--
--
Academic freedom
125
9.7
6456
8.6
160
9.3
151
10.4
120
9.1
101
9.2
206
11.3
81
11.2
4356
10.5
115
11.9
125
11.3
92
10.6
73
12.6
159
13.7
32
10.4
1263
8.9
26
9.9
23
8.1
19
6.4
16
10.3
35
9.7
12
4.6
837
4.3
19
3.9
3
4.4
9
5.7
12
3.3
12
3.9
36
8.6
2394
10.2
66
11.0
87
10.7
60
11.4
45
12.4
111
14.5
46
11.7
2082
9.8
51
13.4
37
12.1
31
8.9
31
7.7
50
10.6
73
10.4
3599
9.4
98
9.8
89
11.2
86
10.8
58
10.1
116
11.0
52
9.2
2819
7.8
62
8.8
62
9.4
34
6.5
43
8.3
90
11.7
101
9.5
4746
8.4
130
9.4
108
10.1
89
9.1
79
9.1
157
11.2
24
10.3
1689
9.4
30
9.0
43
11.2
31
9.1
22
9.9
49
11.3
10
8.7
792
10.3
14
9.8
17
9.7
22
11.1
15
15.0
33
13.5
14
11.8
897
8.7
16
8.5
26
12.4
9
6.3
7
5.7
16
8.6
--
--
Tenure/promotion clarity or requirements
11
0.8
691
0.9
23
1.3
24
1.6
19
1.4
6
0.6
11
0.6
7
1.0
424
1.0
18
1.9
18
1.6
15
1.7
3
0.5
5
0.4
4
1.3
243
1.7
5
1.9
6
2.1
4
1.4
3
1.9
5
1.4
0
0
24
0.1
0
0
0
0
0
0
0
0
1
0.3
2
0.5
205
0.9
9
1.5
13
1.6
10
1.9
3
0.8
3
0.4
5
1.3
223
1.1
9
2.4
4
1.3
5
1.4
0
0
2
0.4
4
0.6
357
0.9
14
1.4
9
1.1
13
1.6
3
0.5
3
0.3
6
1.1
331
0.9
9
1.3
15
2.3
6
1.1
3
0.6
8
1.0
9
0.8
464
0.8
19
1.4
15
1.4
13
1.3
5
0.6
8
0.6
2
0.8
227
1.3
4
1.2
9
2.3
6
1.8
1
0.5
3
0.7
1
0.9
116
1.5
2
1.4
6
3.4
3
1.5
0
0
3
1.2
1
0.8
111
1.1
2
1.1
3
1.4
3
2.1
1
0.8
0
0
--
--
Quality of leadership
7
0.5
446
0.6
9
0.5
1
0.1
12
0.9
3
0.3
14
0.8
3
0.4
217
0.5
5
0.5
1
0.1
8
0.9
1
0.2
9
0.8
3
1.0
86
0.6
1
0.4
0
0
3
1.0
1
0.7
3
0.8
1
0.4
143
0.7
3
0.6
0
0
1
0.6
1
0.3
2
0.7
4
1.0
154
0.7
4
0.7
0
0
7
1.3
1
0.3
7
0.9
0
0
98
0.5
1
0.3
1
0.3
1
0.3
0
0
4
0.8
2
0.3
212
0.6
5
0.5
0
0
8
1.0
1
0.2
11
1.0
4
0.7
231
0.6
4
0.6
1
0.1
4
0.8
2
0.4
3
0.4
6
0.6
327
0.6
7
0.5
0
0
11
1.1
2
0.2
11
0.8
1
0.4
117
0.7
2
0.6
1
0.3
1
0.3
1
0.5
3
0.7
1
0.9
53
0.7
0
0
0
0
0
0
0
0
2
0.8
0
0
64
0.6
2
1.1
1
0.5
1
0.7
1
0.8
1
0.5
--
--
Patient care/client services
0
0
23
0.0
0
0
1
0.1
2
0.1
0
0
0
0
0
0
4
0.0
0
0
1
0.1
1
0.1
0
0
0
0
0
0
2
0.0
0
0
0
0
0
0
0
0
0
0
0
0
17
0.1
0
0
0
0
1
0.6
0
0
0
0
0
0
2
0.0
0
0
1
0.1
0
0
0
0
0
0
0
0
10
0.1
0
0
0
0
1
0.3
0
0
0
0
0
0
6
0.0
0
0
1
0.1
1
0.1
0
0
0
0
0
0
17
0.1
0
0
0
0
1
0.2
0
0
0
0
0
0
18
0.0
0
0
1
0.1
2
0.2
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)
39
3.0
1805
2.4
6
0.3
32
2.2
29
2.2
35
3.2
18
1.0
17
2.3
964
2.3
4
0.4
24
2.2
23
2.7
12
2.1
10
0.9
7
2.3
233
1.6
0
0
5
1.8
3
1.0
5
3.2
2
0.6
15
5.8
608
3.1
2
0.4
3
4.4
3
1.9
18
5.0
6
1.9
7
1.7
486
2.1
3
0.5
11
1.4
15
2.9
4
1.1
5
0.7
15
3.8
564
2.7
1
0.3
13
4.2
8
2.3
16
4.0
7
1.5
15
2.1
770
2.0
3
0.3
16
2.0
18
2.2
17
3.0
8
0.8
24
4.2
1012
2.8
3
0.4
16
2.4
11
2.1
18
3.5
10
1.3
32
3.0
1413
2.5
5
0.4
27
2.5
25
2.5
27
3.1
14
1.0
7
3.0
383
2.1
1
0.3
5
1.3
4
1.2
8
3.6
4
0.9
2
1.7
99
1.3
0
0
3
1.7
0
0
3
3.0
2
0.8
5
4.2
284
2.7
1
0.5
2
0.9
4
2.8
5
4.1
2
1.1
--
--
Other (Please specify)
6
0.5
223
0.3
1
0.1
2
0.1
3
0.2
6
0.6
0
0
2
0.3
120
0.3
1
0.1
2
0.2
3
0.3
0
0
0
0
0
0
27
0.2
0
0
0
0
0
0
0
0
0
0
4
1.5
76
0.4
0
0
0
0
0
0
6
1.7
0
0
2
0.5
57
0.2
1
0.2
2
0.2
2
0.4
0
0
0
0
1
0.2
75
0.3
0
0
0
0
1
0.3
2
0.5
0
0
1
0.1
98
0.3
0
0
1
0.1
1
0.1
3
0.5
0
0
5
0.9
121
0.3
1
0.1
1
0.1
2
0.4
3
0.6
0
0
6
0.6
173
0.3
1
0.1
1
0.1
2
0.2
6
0.7
0
0
0
0
49
0.3
0
0
1
0.3
1
0.3
0
0
0
0
0
0
15
0.2
0
0
1
0.6
0
0
0
0
0
0
0
0
34
0.3
0
0
0
0
1
0.7
0
0
0
0
--
--
There are no positive aspects
4
0.3
297
0.4
2
0.1
1
0.1
4
0.3
5
0.5
12
0.7
2
0.3
197
0.5
1
0.1
1
0.1
4
0.5
3
0.5
9
0.8
0
0
46
0.3
1
0.4
0
0
0
0
0
0
2
0.6
2
0.8
54
0.3
0
0
0
0
0
0
2
0.6
1
0.3
1
0.2
99
0.4
0
0
0
0
1
0.2
2
0.6
6
0.8
1
0.2
100
0.5
1
0.3
1
0.3
3
0.9
1
0.2
5
1.1
1
0.1
196
0.5
1
0.1
0
0
4
0.5
3
0.5
8
0.8
2
0.3
97
0.3
1
0.1
1
0.1
0
0
2
0.4
4
0.5
3
0.3
177
0.3
2
0.1
0
0
2
0.2
2
0.2
8
0.6
1
0.4
120
0.7
0
0
1
0.3
2
0.6
3
1.4
4
0.9
0
0
51
0.7
0
0
0
0
2
1.0
1
1.0
0
0
1
0.8
69
0.7
0
0
1
0.5
0
0
2
1.6
4
2.1
--
--
Decline to answer
10
0.8
1246
1.7
23
1.3
27
1.9
24
1.8
18
1.6
28
1.5
5
0.7
723
1.7
12
1.2
21
1.9
17
2.0
10
1.7
22
1.9
0
0
175
1.2
4
1.5
4
1.4
5
1.7
3
1.9
0
0
5
1.9
348
1.8
7
1.4
2
2.9
2
1.3
5
1.4
6
1.9
4
1.0
461
2.0
9
1.5
21
2.6
16
3.0
10
2.8
16
2.1
3
0.8
323
1.5
3
0.8
2
0.7
2
0.6
3
0.8
9
1.9
8
1.1
746
1.9
15
1.5
15
1.9
19
2.4
12
2.1
20
1.9
2
0.3
488
1.4
8
1.1
12
1.8
5
1.0
6
1.2
8
1.0
8
0.8
711
1.2
14
1.0
17
1.6
14
1.4
8
0.9
17
1.2
2
0.8
525
2.9
9
2.7
10
2.6
10
2.9
10
4.5
11
2.5
1
0.9
264
3.4
4
2.8
6
3.4
5
2.5
7
7.0
9
3.7
1
0.8
261
2.5
5
2.6
4
1.9
5
3.5
3
2.4
2
1.1
Q267B
Worst aspects about working at your institution.
Quality of colleagues
15
1.2
1335
1.9
17
1.1
22
1.6
15
1.2
12
1.1
42
2.4
9
1.3
815
2.0
14
1.6
18
1.7
11
1.4
7
1.2
27
2.4
4
1.4
277
2.0
1
0.4
4
1.5
3
1.1
3
1.9
7
2.0
2
0.8
243
1.4
2
0.5
0
0
1
0.7
2
0.6
8
2.8
4
1.0
469
2.1
10
1.8
15
1.9
7
1.5
5
1.4
15
2.1
7
1.9
395
1.9
4
1.1
3
1.0
5
1.5
4
1.0
13
2.8
8
1.2
782
2.2
12
1.3
12
1.6
11
1.5
7
1.3
28
2.8
7
1.3
544
1.6
5
0.8
10
1.6
4
0.8
5
1.0
14
1.9
11
1.1
919
1.7
15
1.2
16
1.6
11
1.2
7
0.8
27
2.0
4
1.8
414
2.4
2
0.7
6
1.7
4
1.4
5
2.2
15
3.6
2
1.8
196
2.7
2
1.5
2
1.3
3
1.8
4
4.0
12
5.1
2
1.8
218
2.2
0
0
4
1.9
1
0.9
1
0.8
3
1.6
--
--
Support of colleagues
33
2.7
1595
2.2
39
2.5
31
2.2
23
1.9
20
1.9
55
3.1
17
2.5
916
2.3
17
1.9
23
2.2
17
2.1
8
1.4
37
3.3
8
2.7
278
2.0
11
4.4
7
2.6
3
1.1
4
2.5
10
2.9
8
3.2
401
2.2
11
2.5
1
1.6
3
2.1
8
2.4
8
2.8
3
0.8
476
2.2
11
2.0
15
1.9
9
1.9
3
0.8
19
2.6
17
4.5
505
2.5
7
2.0
7
2.4
9
2.7
7
1.8
20
4.2
11
1.7
697
1.9
21
2.3
18
2.4
12
1.6
9
1.6
30
3.0
22
4.0
877
2.5
17
2.6
13
2.0
11
2.3
11
2.2
25
3.4
31
3.1
1193
2.2
27
2.1
22
2.2
17
1.8
15
1.8
37
2.8
2
0.9
394
2.3
12
4.0
9
2.5
6
2.1
5
2.2
18
4.3
2
1.8
140
1.9
4
3.1
4
2.6
4
2.4
1
1.0
8
3.4
0
0
254
2.5
8
4.8
5
2.4
2
1.7
4
3.3
10
5.4
--
--
Opportunities to collaborate with colleagues
11
0.9
672
0.9
17
1.1
10
0.7
12
1.0
8
0.8
10
0.6
6
0.9
323
0.8
5
0.6
6
0.6
7
0.9
4
0.7
3
0.3
2
0.7
152
1.1
6
2.4
4
1.5
4
1.5
2
1.3
2
0.6
3
1.2
197
1.1
6
1.4
0
0
1
0.7
2
0.6
5
1.7
3
0.8
184
0.8
3
0.5
5
0.7
2
0.4
3
0.8
0
0
3
0.8
165
0.8
2
0.6
1
0.3
5
1.5
1
0.3
3
0.6
4
0.6
339
0.9
9
1.0
3
0.4
10
1.4
5
0.9
4
0.4
7
1.3
327
0.9
8
1.2
7
1.1
2
0.4
3
0.6
6
0.8
10
1.0
485
0.9
15
1.2
7
0.7
7
0.8
5
0.6
7
0.5
1
0.5
185
1.1
2
0.7
3
0.8
5
1.8
3
1.4
3
0.7
1
0.9
94
1.3
1
0.8
0
0
4
2.4
2
2.0
3
1.3
0
0
91
0.9
1
0.6
3
1.5
1
0.9
1
0.8
0
0
--
--
Quality of graduate students
29
2.4
2073
2.9
65
4.1
39
2.8
45
3.7
31
2.9
67
3.8
16
2.3
1276
3.2
45
5.0
26
2.5
29
3.6
19
3.4
42
3.8
11
3.7
632
4.6
19
7.7
13
4.8
14
5.1
8
5.0
24
7.0
2
0.8
165
0.9
1
0.2
0
0
2
1.4
4
1.2
1
0.3
9
2.3
750
3.4
22
4.0
20
2.6
18
3.8
15
4.2
31
4.3
7
1.9
579
2.8
23
6.5
6
2.0
12
3.6
7
1.8
12
2.5
16
2.4
1429
4.0
48
5.2
27
3.6
33
4.5
25
4.5
39
3.9
13
2.4
635
1.8
16
2.4
12
1.9
12
2.5
6
1.2
28
3.8
20
2.0
1410
2.6
47
3.6
25
2.5
30
3.2
19
2.3
47
3.5
9
4.0
659
3.8
18
6.0
14
3.9
15
5.3
12
5.4
20
4.8
6
5.5
436
6.0
12
9.2
8
5.2
11
6.7
6
5.9
18
7.7
3
2.6
223
2.2
6
3.6
6
2.9
4
3.5
6
5.0
2
1.1
--
--
Quality of undergraduate students
12
1.0
1973
2.8
22
1.4
20
1.4
47
3.9
16
1.5
18
1.0
6
0.9
1143
2.9
8
0.9
16
1.5
30
3.8
6
1.1
11
1.0
4
1.4
430
3.1
7
2.8
4
1.5
10
3.6
3
1.9
7
2.0
2
0.8
400
2.2
7
1.6
0
0
7
4.9
7
2.1
0
0
4
1.0
626
2.9
1
0.2
14
1.8
21
4.4
4
1.1
10
1.4
2
0.5
530
2.6
7
2.0
2
0.7
9
2.7
6
1.6
1
0.2
11
1.7
1235
3.4
16
1.7
11
1.5
33
4.5
6
1.1
18
1.8
1
0.2
728
2.1
6
0.9
9
1.4
14
3.0
10
2.0
0
0
8
0.8
1452
2.7
17
1.3
16
1.6
33
3.5
12
1.4
12
0.9
4
1.8
516
3.0
5
1.7
4
1.1
14
5.0
4
1.8
6
1.4
2
1.8
282
3.9
4
3.1
0
0
10
6.1
2
2.0
3
1.3
2
1.8
234
2.4
1
0.6
4
1.9
4
3.5
2
1.6
3
1.6
--
--
Quality of facilities
103
8.3
4634
6.5
110
6.9
137
9.9
74
6.1
69
6.5
95
5.4
65
9.4
2825
7.1
74
8.3
109
10.4
48
6.0
31
5.5
69
6.2
27
9.1
814
6.0
17
6.8
27
10.1
14
5.1
10
6.3
11
3.2
11
4.5
995
5.5
19
4.3
1
1.6
12
8.3
28
8.3
15
5.2
45
11.4
1751
8.0
55
9.9
89
11.5
38
8.0
23
6.5
48
6.7
24
6.3
1221
5.9
20
5.6
17
5.8
12
3.6
23
6.0
24
5.1
62
9.4
2426
6.7
69
7.5
77
10.4
38
5.1
33
6.0
56
5.6
38
6.9
2180
6.3
41
6.2
60
9.4
36
7.6
36
7.1
39
5.2
92
9.1
3742
6.9
90
7.0
113
11.1
62
6.7
57
6.8
82
6.2
11
4.9
875
5.1
20
6.7
24
6.7
12
4.3
12
5.4
13
3.1
6
5.5
331
4.6
7
5.4
14
9.0
8
4.8
7
6.9
5
2.1
5
4.4
544
5.5
13
7.7
10
4.8
4
3.5
5
4.1
8
4.3
--
--
Compensation
148
12.0
9214
12.9
295
18.6
98
7.1
124
10.2
212
20.0
132
7.5
99
14.3
5040
12.7
165
18.5
79
7.5
89
11.2
122
21.6
95
8.5
25
8.4
1427
10.4
27
10.9
14
5.2
16
5.8
24
15.1
16
4.7
24
9.7
2747
15.3
103
23.2
5
8.2
19
13.2
66
19.5
21
7.3
56
14.2
2597
11.8
100
18.1
65
8.4
40
8.4
87
24.6
62
8.6
48
12.7
2797
13.6
67
18.9
15
5.1
50
15.2
71
18.4
38
8.1
85
12.9
4724
13.1
178
19.4
56
7.6
79
10.7
119
21.6
86
8.5
56
10.2
4431
12.8
116
17.5
42
6.5
45
9.5
93
18.3
46
6.2
122
12.1
7240
13.4
239
18.6
73
7.2
104
11.2
177
21.1
94
7.0
26
11.6
1937
11.3
56
18.8
25
6.9
20
7.1
35
15.8
38
9.1
12
10.9
780
10.8
30
23.1
13
8.4
14
8.5
16
15.8
21
9.0
14
12.3
1157
11.6
26
15.5
12
5.8
6
5.2
19
15.7
17
9.2
--
--
Lack of support for research/creative work
65
5.3
5077
7.1
110
6.9
84
6.1
75
6.2
82
7.7
77
4.4
47
6.8
3384
8.5
88
9.8
72
6.8
53
6.7
64
11.3
54
4.8
6
2.0
1056
7.7
13
5.2
11
4.1
20
7.3
12
7.5
14
4.1
12
4.9
637
3.5
9
2.0
1
1.6
2
1.4
6
1.8
9
3.1
26
6.6
1735
7.9
50
9.0
48
6.2
33
7.0
24
6.8
36
5.0
26
6.9
1786
8.7
39
11.0
25
8.5
20
6.1
43
11.2
20
4.2
33
5.0
2486
6.9
67
7.3
49
6.6
42
5.7
37
6.7
36
3.6
32
5.8
2558
7.4
43
6.5
35
5.5
33
7.0
45
8.9
41
5.5
58
5.7
3783
7.0
89
6.9
56
5.5
59
6.3
65
7.7
55
4.1
7
3.1
1286
7.5
21
7.0
28
7.8
16
5.7
17
7.7
22
5.3
4
3.6
579
8.0
7
5.4
16
10.3
8
4.8
7
6.9
13
5.6
3
2.6
707
7.1
14
8.3
12
5.8
8
6.9
10
8.3
9
4.9
--
--
Lack of support for teaching
26
2.1
1347
1.9
46
2.9
47
3.4
31
2.6
21
2.0
43
2.5
14
2.0
597
1.5
25
2.8
36
3.4
21
2.6
2
0.3
28
2.5
2
0.7
160
1.2
6
2.4
11
4.1
3
1.1
2
1.3
2
0.6
10
4.0
590
3.3
15
3.4
0
0
7
4.9
17
5.0
13
4.5
6
1.5
329
1.5
18
3.2
24
3.1
12
2.5
2
0.6
16
2.2
10
2.6
368
1.8
7
2.0
11
3.7
9
2.7
7
1.8
16
3.4
14
2.1
689
1.9
27
2.9
26
3.5
20
2.7
8
1.4
29
2.9
12
2.2
646
1.9
18
2.7
21
3.3
11
2.3
13
2.6
14
1.9
22
2.2
1086
2.0
41
3.2
39
3.8
29
3.1
19
2.3
39
2.9
4
1.8
258
1.5
5
1.7
8
2.2
2
0.7
2
0.9
4
1.0
1
0.9
96
1.3
2
1.5
4
2.6
1
0.6
0
0
3
1.3
3
2.6
162
1.6
3
1.8
4
1.9
1
0.9
2
1.6
1
0.5
--
--
Lack of support for professional development
14
1.1
1510
2.1
45
2.8
17
1.2
19
1.6
24
2.3
34
1.9
8
1.1
729
1.8
22
2.5
12
1.1
12
1.5
7
1.2
19
1.7
0
0
175
1.3
1
0.4
4
1.5
3
1.1
2
1.3
1
0.3
6
2.4
606
3.4
22
5.0
1
1.6
4
2.8
15
4.4
14
4.9
2
0.5
355
1.6
14
2.5
6
0.8
6
1.3
5
1.4
10
1.4
7
1.9
466
2.3
8
2.2
6
2.0
6
1.8
9
2.3
11
2.3
7
1.1
669
1.9
20
2.2
8
1.1
11
1.5
8
1.4
16
1.6
7
1.3
833
2.4
25
3.8
9
1.4
8
1.7
16
3.1
18
2.4
10
1.0
1104
2.0
37
2.9
9
0.9
14
1.5
20
2.4
22
1.6
4
1.8
401
2.3
8
2.7
8
2.2
5
1.8
4
1.8
12
2.9
3
2.7
173
2.4
3
2.3
4
2.6
4
2.4
2
2.0
10
4.3
1
0.9
228
2.3
5
3.0
4
1.9
1
0.9
2
1.6
2
1.1
--
--
Lack of assistance for grant proposals
28
2.3
1280
1.8
53
3.3
33
2.4
13
1.1
15
1.4
8
0.5
21
3.0
791
2.0
40
4.5
23
2.2
5
0.6
5
0.9
4
0.4
6
2.0
308
2.2
9
3.6
8
3.0
7
2.5
7
4.4
2
0.6
1
0.4
181
1.0
4
0.9
2
3.3
1
0.7
3
0.9
2
0.7
13
3.3
491
2.2
31
5.6
19
2.5
3
0.6
2
0.6
0
0
9
2.4
347
1.7
9
2.5
6
2.0
3
0.9
5
1.3
4
0.8
19
2.9
648
1.8
34
3.7
17
2.3
9
1.2
9
1.6
3
0.3
9
1.6
627
1.8
19
2.9
16
2.5
4
0.8
6
1.2
5
0.7
26
2.6
982
1.8
48
3.7
24
2.4
9
1.0
11
1.3
7
0.5
2
0.9
295
1.7
5
1.7
9
2.5
4
1.4
4
1.8
1
0.2
1
0.9
135
1.9
1
0.8
4
2.6
2
1.2
3
3.0
0
0
1
0.9
160
1.6
4
2.4
5
2.4
2
1.7
1
0.8
1
0.5
--
--
Childcare policies
28
2.3
1293
1.8
49
3.1
18
1.3
25
2.1
9
0.8
20
1.1
14
2.0
574
1.4
20
2.2
12
1.1
12
1.5
1
0.2
11
1.0
9
3.0
396
2.9
11
4.4
6
2.2
10
3.6
3
1.9
6
1.7
5
2.0
323
1.8
18
4.1
0
0
3
2.1
5
1.5
3
1.0
5
1.3
224
1.0
8
1.4
4
0.5
1
0.2
2
0.6
5
0.7
12
3.2
368
1.8
12
3.4
8
2.7
11
3.3
1
0.3
7
1.5
9
1.4
489
1.4
23
2.5
10
1.4
13
1.8
3
0.5
9
0.9
19
3.5
799
2.3
26
3.9
8
1.2
12
2.5
6
1.2
11
1.5
24
2.4
1003
1.9
43
3.3
8
0.8
17
1.8
8
0.9
15
1.1
4
1.8
290
1.7
6
2.0
10
2.8
8
2.9
1
0.5
5
1.2
1
0.9
123
1.7
1
0.8
1
0.7
6
3.6
1
1.0
2
0.8
3
2.6
167
1.7
5
3.0
9
4.4
2
1.7
0
0
3
1.6
--
--
Spousal/partner hiring program
37
3.0
1373
1.9
33
2.1
28
2.0
17
1.4
12
1.1
42
2.4
17
2.5
691
1.7
15
1.7
19
1.8
10
1.3
5
0.9
27
2.4
16
5.4
488
3.6
12
4.8
6
2.2
5
1.8
6
3.8
11
3.2
4
1.6
194
1.1
6
1.4
3
4.9
2
1.4
1
0.3
4
1.4
8
2.0
380
1.7
9
1.6
13
1.7
2
0.4
1
0.3
19
2.6
14
3.7
351
1.7
7
2.0
6
2.0
8
2.4
4
1.0
9
1.9
22
3.3
767
2.1
22
2.4
15
2.0
5
0.7
6
1.1
29
2.9
15
2.7
597
1.7
11
1.7
13
2.0
12
2.5
6
1.2
13
1.8
24
2.4
907
1.7
27
2.1
19
1.9
9
1.0
7
0.8
26
1.9
13
5.8
463
2.7
6
2.0
9
2.5
8
2.9
5
2.2
16
3.8
7
6.4
255
3.5
3
2.3
4
2.6
4
2.4
3
3.0
13
5.6
6
5.3
208
2.1
3
1.8
5
2.4
4
3.5
2
1.6
3
1.6
--
--
Lack of diversity
64
5.2
2698
3.8
45
2.8
25
1.8
64
5.3
52
4.9
130
7.4
24
3.5
1436
3.6
23
2.6
17
1.6
39
4.9
28
5.0
84
7.5
28
9.5
659
4.8
8
3.2
8
3.0
15
5.5
13
8.2
34
9.9
12
4.9
603
3.4
14
3.2
0
0
10
6.9
11
3.2
12
4.2
14
3.6
782
3.5
15
2.7
12
1.6
28
5.9
8
2.3
55
7.6
9
2.4
749
3.6
8
2.2
5
1.7
12
3.6
28
7.3
31
6.6
27
4.1
1073
3.0
18
2.0
13
1.8
35
4.7
24
4.3
62
6.2
35
6.4
1605
4.6
26
3.9
12
1.9
29
6.1
27
5.3
68
9.2
39
3.9
1666
3.1
29
2.2
12
1.2
43
4.6
34
4.0
79
5.9
25
11.2
1029
6.0
16
5.4
13
3.6
21
7.5
18
8.1
51
12.2
10
9.1
230
3.2
1
0.8
5
3.2
7
4.2
4
4.0
15
6.4
15
13.2
799
8.0
15
8.9
8
3.9
14
12.1
14
11.6
36
19.6
--
--
Absence of others like me
21
1.7
1061
1.5
29
1.8
16
1.2
21
1.7
8
0.8
28
1.6
8
1.1
511
1.3
13
1.4
13
1.2
7
0.9
3
0.5
16
1.4
5
1.7
246
1.8
9
3.6
2
0.8
11
4.0
5
3.1
7
2.0
8
3.2
304
1.7
7
1.6
1
1.6
3
2.1
0
0
5
1.7
4
1.0
278
1.3
7
1.3
7
0.9
4
0.8
3
0.8
12
1.7
4
1.1
277
1.4
7
2.0
7
2.4
3
0.9
0
0
4
0.8
12
1.8
501
1.4
17
1.9
6
0.8
12
1.6
6
1.1
14
1.4
7
1.3
539
1.6
12
1.8
10
1.6
9
1.9
2
0.4
14
1.9
13
1.3
583
1.1
20
1.6
10
1.0
11
1.2
6
0.7
17
1.3
8
3.6
476
2.8
9
3.0
6
1.7
10
3.6
2
0.9
11
2.6
4
3.6
114
1.6
3
2.3
2
1.3
4
2.4
1
1.0
5
2.1
4
3.5
362
3.6
6
3.6
4
1.9
6
5.2
1
0.8
6
3.3
--
--
My sense of "fit" here
32
2.6
1460
2.0
44
2.8
25
1.8
20
1.6
25
2.4
63
3.6
13
1.9
784
2.0
19
2.1
19
1.8
14
1.8
16
2.8
41
3.7
11
3.7
269
2.0
11
4.4
6
2.2
5
1.8
4
2.5
10
2.9
8
3.2
407
2.3
14
3.2
0
0
1
0.7
5
1.5
12
4.2
3
0.8
431
2.0
11
2.0
13
1.7
9
1.9
11
3.1
26
3.6
10
2.6
420
2.0
9
2.5
6
2.0
5
1.5
7
1.8
18
3.8
9
1.4
730
2.0
10
1.1
15
2.0
14
1.9
10
1.8
34
3.4
23
4.2
713
2.1
33
5.0
10
1.6
6
1.3
15
3.0
29
3.9
28
2.8
1134
2.1
36
2.8
19
1.9
15
1.6
23
2.7
54
4.0
4
1.8
320
1.9
8
2.7
6
1.7
5
1.8
2
0.9
9
2.1
2
1.8
102
1.4
2
1.5
4
2.6
3
1.8
0
0
4
1.7
2
1.8
218
2.2
6
3.6
2
1.0
2
1.7
2
1.6
5
2.7
--
--
Geographic location
68
5.5
2716
3.8
22
1.4
14
1.0
141
11.6
62
5.8
273
15.6
27
3.9
1444
3.6
7
0.8
9
0.9
93
11.7
33
5.8
176
15.7
26
8.8
805
5.9
6
2.4
5
1.9
42
15.3
9
5.7
71
20.6
15
6.1
467
2.6
9
2.0
0
0
6
4.2
20
5.9
26
9.0
14
3.6
815
3.7
4
0.7
9
1.2
57
12.0
18
5.1
111
15.4
19
5.0
715
3.5
3
0.8
0
0
36
10.9
27
7.0
72
15.2
36
5.5
1593
4.4
13
1.4
8
1.1
82
11.1
35
6.3
177
17.6
32
5.8
1107
3.2
9
1.4
6
0.9
59
12.5
27
5.3
95
12.8
43
4.2
1982
3.7
13
1.0
9
0.9
100
10.7
45
5.4
216
16.2
25
11.2
728
4.2
9
3.0
5
1.4
41
14.6
17
7.7
57
13.6
15
13.6
387
5.3
4
3.1
1
0.7
27
16.4
10
9.9
33
14.1
10
8.8
341
3.4
5
3.0
4
1.9
14
12.1
7
5.8
24
13.0
--
--
Commute
10
0.8
2022
2.8
35
2.2
33
2.4
4
0.3
5
0.5
22
1.3
3
0.4
888
2.2
14
1.6
22
2.1
1
0.1
2
0.3
7
0.6
1
0.3
327
2.4
4
1.6
7
2.6
1
0.4
0
0
2
0.6
6
2.4
807
4.5
17
3.8
4
6.6
2
1.4
3
0.9
13
4.5
2
0.5
532
2.4
9
1.6
16
2.1
1
0.2
1
0.3
5
0.7
2
0.5
456
2.2
6
1.7
8
2.7
0
0
2
0.5
5
1.1
5
0.8
963
2.7
15
1.6
14
1.9
2
0.3
2
0.4
8
0.8
5
0.9
1047
3.0
20
3.0
19
3.0
2
0.4
3
0.6
14
1.9
7
0.7
1571
2.9
32
2.5
23
2.3
3
0.3
5
0.6
19
1.4
3
1.3
449
2.6
3
1.0
10
2.8
1
0.4
0
0
3
0.7
1
0.9
215
3.0
1
0.8
5
3.2
0
0
0
0
1
0.4
2
1.8
234
2.4
2
1.2
5
2.4
1
0.9
0
0
2
1.1
--
--
Cost of living
21
1.7
2189
3.1
13
0.8
134
9.7
3
0.2
2
0.2
3
0.2
5
0.7
1050
2.6
3
0.3
89
8.5
1
0.1
1
0.2
2
0.2
8
2.7
519
3.8
2
0.8
36
13.4
1
0.4
1
0.6
0
0
8
3.2
620
3.5
8
1.8
9
14.8
1
0.7
0
0
1
0.3
4
1.0
563
2.6
2
0.4
63
8.2
1
0.2
1
0.3
2
0.3
3
0.8
565
2.7
2
0.6
30
10.2
0
0
0
0
0
0
10
1.5
1204
3.3
7
0.8
77
10.4
2
0.3
0
0
2
0.2
11
2.0
972
2.8
6
0.9
57
8.9
1
0.2
2
0.4
1
0.1
19
1.9
1531
2.8
10
0.8
100
9.8
3
0.3
0
0
2
0.1
2
0.9
645
3.8
3
1.0
34
9.4
0
0
2
0.9
1
0.2
1
0.9
268
3.7
1
0.8
10
6.5
0
0
1
1.0
1
0.4
1
0.9
377
3.8
2
1.2
24
11.7
0
0
1
0.8
0
0
--
--
Too much service/too many assignments
91
7.4
5299
7.4
120
7.6
137
9.9
90
7.4
65
6.1
119
6.8
61
8.8
3389
8.5
79
8.8
112
10.7
68
8.6
32
5.7
79
7.0
18
6.1
778
5.7
13
5.2
15
5.6
17
6.2
5
3.1
18
5.2
12
4.9
1132
6.3
28
6.3
10
16.4
5
3.5
28
8.3
22
7.6
30
7.6
1756
8.0
50
9.0
80
10.4
46
9.7
20
5.7
45
6.2
39
10.3
1885
9.2
29
8.2
36
12.2
22
6.7
29
7.5
41
8.7
49
7.4
2283
6.3
62
6.8
58
7.8
53
7.2
25
4.5
59
5.9
39
7.1
2983
8.6
58
8.8
79
12.3
37
7.8
40
7.9
60
8.1
80
7.9
4348
8.1
105
8.2
101
9.9
85
9.1
53
6.3
102
7.7
11
4.9
938
5.5
15
5.0
36
10.0
5
1.8
12
5.4
17
4.1
3
2.7
296
4.1
9
6.9
17
11.0
3
1.8
4
4.0
4
1.7
8
7.0
642
6.5
6
3.6
19
9.2
2
1.7
8
6.6
13
7.1
--
--
Teaching load
35
2.8
3616
5.1
56
3.5
66
4.8
49
4.0
30
2.8
62
3.5
16
2.3
1835
4.6
27
3.0
52
5.0
26
3.3
10
1.8
24
2.1
9
3.0
766
5.6
13
5.2
12
4.5
12
4.4
3
1.9
18
5.2
10
4.0
1015
5.7
16
3.6
2
3.3
11
7.6
17
5.0
20
6.9
10
2.5
967
4.4
13
2.4
37
4.8
15
3.2
5
1.4
12
1.7
8
2.1
990
4.8
14
3.9
16
5.4
12
3.6
15
3.9
16
3.4
12
1.8
1642
4.5
32
3.5
29
3.9
29
3.9
15
2.7
27
2.7
21
3.8
1948
5.6
24
3.6
37
5.8
20
4.2
15
3.0
35
4.7
28
2.8
2732
5.1
43
3.3
51
5.0
45
4.8
24
2.9
48
3.6
7
3.1
875
5.1
13
4.4
15
4.2
4
1.4
6
2.7
14
3.4
3
2.7
380
5.2
9
6.9
5
3.2
2
1.2
4
4.0
6
2.6
4
3.5
495
5.0
4
2.4
10
4.8
2
1.7
2
1.6
8
4.3
--
--
Unrelenting pressure to perform
77
6.2
2392
3.4
61
3.9
95
6.9
45
3.7
50
4.7
77
4.4
42
6.1
1242
3.1
35
3.9
70
6.7
32
4.0
31
5.5
46
4.1
16
5.4
512
3.7
12
4.8
21
7.8
10
3.6
8
5.0
24
7.0
19
7.7
638
3.6
14
3.2
4
6.6
3
2.1
11
3.2
7
2.4
25
6.4
642
2.9
24
4.3
40
5.2
22
4.6
19
5.4
28
3.9
26
6.9
749
3.6
12
3.4
27
9.2
10
3.0
19
4.9
20
4.2
40
6.0
966
2.7
30
3.3
49
6.6
30
4.0
23
4.2
40
4.0
37
6.7
1401
4.0
31
4.7
46
7.2
15
3.2
26
5.1
37
5.0
72
7.1
1976
3.7
52
4.0
77
7.6
38
4.1
45
5.4
67
5.0
5
2.2
411
2.4
9
3.0
18
5.0
7
2.5
5
2.2
10
2.4
2
1.8
137
1.9
2
1.5
2
1.3
2
1.2
1
1.0
5
2.1
3
2.6
274
2.8
7
4.2
16
7.8
5
4.3
4
3.3
5
2.7
--
--
Academic freedom
4
0.3
365
0.5
9
0.6
2
0.1
5
0.4
6
0.6
9
0.5
4
0.6
203
0.5
5
0.6
2
0.2
4
0.5
3
0.5
7
0.6
0
0
41
0.3
1
0.4
0
0
1
0.4
0
0
1
0.3
0
0
121
0.7
3
0.7
0
0
0
0
3
0.9
1
0.3
3
0.8
120
0.6
4
0.7
1
0.1
3
0.6
3
0.8
5
0.7
1
0.3
102
0.5
1
0.3
1
0.3
1
0.3
2
0.5
3
0.6
3
0.5
203
0.6
4
0.4
1
0.1
3
0.4
5
0.9
7
0.7
1
0.2
160
0.5
5
0.8
1
0.2
2
0.4
1
0.2
2
0.3
4
0.4
262
0.5
6
0.5
0
0
5
0.5
4
0.5
6
0.5
0
0
99
0.6
3
1.0
2
0.6
0
0
2
0.9
3
0.7
0
0
53
0.7
1
0.8
0
0
0
0
0
0
3
1.3
0
0
46
0.5
2
1.2
2
1.0
0
0
2
1.6
0
0
--
--
Tenure/promotion clarity or requirements
35
2.8
2027
2.8
53
3.3
16
1.2
26
2.1
28
2.6
53
3.0
8
1.1
560
1.4
10
1.1
7
0.7
13
1.6
6
1.1
16
1.4
17
5.7
583
4.3
8
3.2
8
3.0
6
2.2
6
3.8
15
4.4
10
4.0
884
4.9
35
7.9
1
1.6
7
4.9
16
4.7
22
7.6
2
0.5
125
0.6
2
0.4
1
0.1
2
0.4
1
0.3
5
0.7
9
2.4
562
2.7
8
2.2
6
2.0
11
3.3
11
2.9
13
2.8
15
2.3
988
2.7
32
3.5
4
0.5
10
1.4
14
2.5
32
3.2
19
3.5
1027
3.0
21
3.2
12
1.9
16
3.4
14
2.8
21
2.8
32
3.2
1518
2.8
43
3.3
9
0.9
21
2.3
20
2.4
42
3.1
3
1.3
506
3.0
10
3.4
7
1.9
5
1.8
8
3.6
11
2.6
1
0.9
210
2.9
4
3.1
3
1.9
2
1.2
3
3.0
6
2.6
2
1.8
296
3.0
6
3.6
4
1.9
3
2.6
5
4.1
5
2.7
--
--
Quality of leadership
66
5.3
4238
5.9
81
5.1
78
5.7
69
5.7
83
7.8
162
9.2
44
6.3
2942
7.4
56
6.3
69
6.6
58
7.3
64
11.3
126
11.2
12
4.0
507
3.7
3
1.2
6
2.2
6
2.2
6
3.8
20
5.8
10
4.0
789
4.4
22
5.0
3
4.9
5
3.5
13
3.8
16
5.6
28
7.1
1780
8.1
38
6.9
61
7.9
35
7.4
37
10.5
82
11.4
19
5.0
1336
6.5
18
5.1
10
3.4
24
7.3
33
8.6
51
10.8
43
6.5
2499
6.9
54
5.9
50
6.8
49
6.6
54
9.8
93
9.2
19
3.5
1712
4.9
27
4.1
28
4.4
20
4.2
29
5.7
68
9.2
57
5.6
3370
6.2
75
5.8
64
6.3
56
6.0
66
7.9
139
10.4
9
4.0
853
5.0
6
2.0
14
3.9
13
4.6
17
7.7
23
5.5
4
3.6
348
4.8
2
1.5
8
5.2
6
3.6
7
6.9
14
6.0
5
4.4
505
5.1
4
2.4
6
2.9
7
6.0
10
8.3
9
4.9
--
--
Patient care/client services
0
0
24
0.0
1
0.1
3
0.2
3
0.2
0
0
0
0
0
0
6
0.0
0
0
3
0.3
0
0
0
0
0
0
0
0
3
0.0
0
0
0
0
2
0.7
0
0
0
0
0
0
15
0.1
1
0.2
0
0
1
0.7
0
0
0
0
0
0
2
0.0
0
0
1
0.1
0
0
0
0
0
0
0
0
9
0.0
0
0
2
0.7
0
0
0
0
0
0
0
0
10
0.0
0
0
1
0.1
3
0.4
0
0
0
0
0
0
14
0.0
1
0.1
2
0.3
0
0
0
0
0
0
0
0
21
0.0
1
0.1
3
0.3
3
0.3
0
0
0
0
0
0
3
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
2
0.0
0
0
0
0
0
0
0
0
0
0
--
--
Other (Please specify)
96
7.8
3687
5.2
24
1.5
76
5.5
65
5.4
62
5.8
22
1.3
58
8.4
2117
5.3
14
1.6
58
5.5
39
4.9
27
4.8
13
1.2
19
6.4
522
3.8
5
2.0
12
4.5
17
6.2
9
5.7
4
1.2
19
7.7
1048
5.8
5
1.1
6
9.8
9
6.2
26
7.7
5
1.7
41
10.4
1287
5.8
10
1.8
43
5.6
26
5.5
25
7.1
12
1.7
25
6.6
1000
4.9
4
1.1
18
6.1
13
4.0
12
3.1
4
0.8
53
8.0
1737
4.8
16
1.7
36
4.9
37
5.0
28
5.1
9
0.9
42
7.7
1902
5.5
8
1.2
40
6.2
28
5.9
34
6.7
13
1.8
77
7.6
3016
5.6
22
1.7
60
5.9
48
5.2
57
6.8
15
1.1
19
8.5
656
3.8
2
0.7
16
4.4
17
6.0
5
2.2
7
1.7
9
8.2
253
3.5
1
0.8
6
3.9
7
4.2
2
2.0
4
1.7
10
8.8
403
4.0
1
0.6
10
4.8
10
8.6
3
2.5
3
1.6
--
--
Other (Please specify)
23
1.9
845
1.2
1
0.1
14
1.0
15
1.2
12
1.1
11
0.6
17
2.5
520
1.3
1
0.1
9
0.9
10
1.3
6
1.1
8
0.7
1
0.3
89
0.7
0
0
2
0.8
1
0.4
2
1.3
0
0
5
2.0
236
1.3
0
0
3
4.9
4
2.8
4
1.2
3
1.0
13
3.3
346
1.6
1
0.2
9
1.2
6
1.3
6
1.7
5
0.7
6
1.6
210
1.0
0
0
1
0.3
4
1.2
2
0.5
4
0.8
13
2.0
413
1.1
1
0.1
8
1.1
9
1.2
7
1.3
7
0.7
9
1.6
419
1.2
0
0
6
0.9
6
1.3
5
1.0
4
0.5
18
1.8
702
1.3
1
0.1
11
1.1
13
1.4
11
1.3
9
0.7
5
2.2
138
0.8
0
0
3
0.8
2
0.7
1
0.5
2
0.5
2
1.8
48
0.7
0
0
0
0
0
0
1
1.0
2
0.8
3
2.6
90
0.9
0
0
3
1.5
2
1.7
0
0
0
0
--
--
There are no positive aspects
28
2.3
1563
2.2
40
2.5
23
1.7
29
2.4
14
1.3
33
1.9
15
2.2
783
2.0
26
2.9
18
1.7
19
2.4
9
1.6
20
1.8
5
1.7
183
1.3
1
0.4
5
1.9
5
1.8
1
0.6
4
1.2
8
3.2
597
3.3
13
2.9
0
0
5
3.5
4
1.2
9
3.1
13
3.3
612
2.8
17
3.1
17
2.2
10
2.1
7
2.0
23
3.2
5
1.3
289
1.4
9
2.5
1
0.3
8
2.4
4
1.0
3
0.6
21
3.2
985
2.7
29
3.2
18
2.4
22
3.0
10
1.8
27
2.7
7
1.3
559
1.6
11
1.7
5
0.8
7
1.5
4
0.8
6
0.8
24
2.4
1104
2.0
31
2.4
16
1.6
18
1.9
10
1.2
23
1.7
4
1.8
457
2.7
9
3.0
7
1.9
11
3.9
4
1.8
10
2.4
3
2.7
244
3.4
5
3.9
4
2.6
9
5.5
2
2.0
7
3.0
1
0.9
213
2.1
4
2.4
3
1.5
2
1.7
2
1.6
3
1.6
--
--
Decline to answer
16
1.3
1747
2.5
50
3.1
39
2.8
43
3.5
27
2.5
42
2.4
9
1.3
915
2.3
24
2.7
31
3.0
26
3.3
12
2.1
28
2.5
0
0
272
2.0
12
4.8
4
1.5
10
3.6
1
0.6
3
0.9
7
2.8
560
3.1
14
3.2
4
6.6
7
4.9
14
4.1
11
3.8
3
0.8
593
2.7
14
2.5
25
3.2
17
3.6
12
3.4
23
3.2
8
2.1
395
1.9
13
3.7
8
2.7
9
2.7
6
1.6
9
1.9
12
1.8
1007
2.8
31
3.4
23
3.1
32
4.3
19
3.4
26
2.6
4
0.7
732
2.1
19
2.9
16
2.5
11
2.3
8
1.6
16
2.1
13
1.3
1117
2.1
33
2.6
27
2.6
23
2.5
15
1.8
26
1.9
3
1.3
620
3.6
17
5.7
12
3.3
20
7.1
12
5.4
16
3.8
2
1.8
326
4.5
8
6.2
9
5.8
14
8.5
7
6.9
13
5.6
1
0.9
294
3.0
9
5.4
3
1.5
6
5.2
5
4.1
3
1.6
Q270NS
None
(Answered)
476
72.5
17689
57.2
590
67.0
N<5
N<5
N<5
N<5
164
29.1
672
71.3
283
76.7
9608
57.9
351
71.2
N<5
N<5
N<5
N<5
74
24.9
437
72.8
104
67.5
3050
55.5
81
60.0
N<5
N<5
N<5
N<5
26
32.1
128
69.6
89
66.4
5031
57.1
158
62.5
N<5
N<5
N<5
N<5
64
34.6
107
67.7
155
73.1
5652
58.9
225
73.3
N<5
N<5
N<5
N<5
46
24.3
295
74.1
157
78.1
4771
56.2
131
67.2
N<5
N<5
N<5
N<5
60
29.6
168
68.8
256
71.5
8870
56.6
332
64.3
N<5
N<5
N<5
N<5
95
32.1
388
70.9
210
73.4
8639
57.7
255
70.4
N<5
N<5
N<5
N<5
69
25.9
283
71.8
400
74.5
13393
58.0
484
68.2
N<5
N<5
N<5
N<5
129
29.1
528
73.7
76
63.3
4230
54.8
106
62.0
N/A
N/A
N/A
N/A
35
29.2
144
63.7
37
62.7
1729
54.2
37
50.0
N<5
N<5
N<5
N<5
16
29.1
79
61.2
39
63.9
2501
55.3
69
71.1
N/A
N/A
N/A
N/A
19
29.2
65
67.0
--
--
Decline to answer
181
27.6
6060
19.6
291
33.0
N<5
N<5
N<5
N<5
0
0
270
28.7
86
23.3
2810
16.9
142
28.8
N<5
N<5
N<5
N<5
0
0
163
27.2
50
32.5
1183
21.5
54
40.0
N<5
N<5
N<5
N<5
0
0
56
30.4
45
33.6
2067
23.5
95
37.5
N<5
N<5
N<5
N<5
0
0
51
32.3
57
26.9
1703
17.8
82
26.7
N<5
N<5
N<5
N<5
0
0
103
25.9
44
21.9
1438
16.9
64
32.8
N<5
N<5
N<5
N<5
0
0
76
31.1
102
28.5
3331
21.3
184
35.7
N<5
N<5
N<5
N<5
0
0
159
29.1
76
26.6
2670
17.9
107
29.6
N<5
N<5
N<5
N<5
0
0
111
28.2
137
25.5
4234
18.4
226
31.8
N<5
N<5
N<5
N<5
0
0
188
26.3
44
36.7
1797
23.3
65
38.0
N/A
N/A
N/A
N/A
0
0
82
36.3
22
37.3
849
26.6
37
50.0
N<5
N<5
N<5
N<5
0
0
50
38.8
22
36.1
948
20.9
28
28.9
N/A
N/A
N/A
N/A
0
0
32
33.0