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
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%
Q245D
I would again choose this institution
Strongly agree
87
21.1
10419
31.2
381
41.0
161
35.7
185
26.3
256
38.7
206
33.1
41
17.5
5143
27.7
106
32.1
53
26.2
81
24.0
89
32.6
104
31.5
4
10.8
1630
32.1
32
36.8
18
30.5
19
23.8
35
38.0
21
25.0
42
29.6
3646
37.5
243
47.4
90
47.4
85
29.6
132
44.4
81
38.9
21
17.1
3653
31.9
70
30.8
41
31.1
52
25.1
61
34.5
94
37.9
22
18.0
2359
24.9
36
34.0
37
30.8
43
21.8
34
30.9
37
24.2
47
23.1
5260
32.1
250
43.0
69
30.7
77
24.7
137
42.4
111
34.6
40
19.3
4945
30.4
129
37.7
91
40.6
103
27.5
117
35.0
94
31.9
62
20.7
7977
32.9
267
43.4
82
35.3
128
26.6
187
40.4
163
33.3
22
20.9
2330
27.0
108
36.5
77
36.5
56
26.2
66
35.3
40
32.0
4
11.1
834
21.8
49
30.4
18
27.7
15
16.9
19
26.4
17
32.1
18
26.1
1496
31.1
59
43.7
59
40.4
41
32.8
47
40.9
23
31.9
--
--
Somewhat agree
92
22.3
9774
29.3
288
31.0
130
28.8
215
30.5
187
28.2
185
29.7
59
25.2
5310
28.6
102
30.9
54
26.7
92
27.3
79
28.9
94
28.5
13
35.1
1539
30.3
28
32.2
21
35.6
27
33.8
26
28.3
26
30.9
20
14.1
2925
30.1
158
30.8
55
28.9
96
33.5
82
27.6
65
31.2
35
28.5
3219
28.1
74
32.6
38
28.8
63
30.4
53
29.9
66
26.6
25
20.5
2783
29.4
29
27.4
32
26.7
58
29.4
31
28.2
50
32.7
42
20.7
4687
28.6
170
29.3
61
27.1
94
30.1
88
27.2
85
26.5
50
24.1
4890
30.1
116
33.9
69
30.8
117
31.3
98
29.3
97
32.9
75
25.0
7106
29.3
193
31.4
64
27.6
154
32.0
132
28.5
148
30.2
15
14.3
2555
29.6
90
30.4
65
30.8
61
28.5
54
28.9
35
28.0
3
8.3
1196
31.3
51
31.7
20
30.8
29
32.6
15
20.8
13
24.5
12
17.4
1359
28.2
39
28.9
45
30.8
32
25.6
39
33.9
22
30.6
--
--
Neither agree nor disagree
59
14.3
4549
13.6
114
12.3
57
12.6
105
14.9
75
11.3
101
16.2
30
12.8
2714
14.6
55
16.7
34
16.8
45
13.3
32
11.7
59
17.9
6
16.2
656
12.9
7
8.1
2
3.4
13
16.2
11
12.0
17
20.2
23
16.2
1179
12.1
52
10.1
21
11.1
47
16.4
32
10.8
25
12.0
21
17.1
1576
13.8
42
18.5
17
12.9
24
11.6
21
11.9
39
15.7
13
10.7
1423
15.0
14
13.2
23
19.2
33
16.8
13
11.8
26
17.0
32
15.8
2320
14.2
73
12.6
36
16.0
49
15.7
39
12.1
52
16.2
27
13.0
2130
13.1
40
11.7
20
8.9
52
13.9
36
10.8
48
16.3
38
12.7
3110
12.8
68
11.1
27
11.6
73
15.2
50
10.8
75
15.3
20
19.1
1348
15.6
45
15.2
28
13.3
30
14.0
22
11.8
25
20.0
12
33.3
695
18.2
33
20.5
12
18.5
15
16.9
15
20.8
11
20.8
8
11.6
653
13.6
12
8.9
16
11.0
15
12.0
7
6.1
14
19.4
--
--
Somewhat disagree
57
13.8
3525
10.6
69
7.4
37
8.2
85
12.1
50
7.5
56
9.0
29
12.4
2284
12.3
36
10.9
23
11.4
53
15.7
30
11.0
28
8.5
5
13.5
471
9.3
9
10.3
4
6.8
12
15.0
2
2.2
8
9.5
23
16.2
770
7.9
24
4.7
10
5.3
20
7.0
18
6.1
20
9.6
11
8.9
1305
11.4
21
9.2
17
12.9
30
14.5
21
11.9
21
8.5
21
17.2
1213
12.8
16
15.1
7
5.8
27
13.7
10
9.1
16
10.5
26
12.8
1735
10.6
43
7.4
21
9.3
41
13.1
27
8.4
33
10.3
29
14.0
1704
10.5
24
7.0
16
7.1
43
11.5
23
6.9
23
7.8
48
16.0
2546
10.5
45
7.3
22
9.5
56
11.6
34
7.3
45
9.2
9
8.6
915
10.6
21
7.1
14
6.6
27
12.6
14
7.5
11
8.8
3
8.3
393
10.3
11
6.8
6
9.2
13
14.6
6
8.3
6
11.3
6
8.7
522
10.8
10
7.4
8
5.5
14
11.2
8
7.0
5
6.9
--
--
Strongly disagree
79
19.1
2594
7.8
29
3.1
37
8.2
63
8.9
38
5.7
32
5.1
52
22.2
1790
9.6
16
4.8
22
10.9
44
13.1
20
7.3
25
7.6
4
10.8
333
6.5
4
4.6
8
13.6
4
5.0
10
10.9
2
2.4
23
16.2
471
4.8
9
1.8
7
3.7
15
5.2
8
2.7
5
2.4
22
17.9
1000
8.7
11
4.8
12
9.1
25
12.1
10
5.7
16
6.5
29
23.8
899
9.5
5
4.7
11
9.2
20
10.2
10
9.1
11
7.2
45
22.2
1360
8.3
14
2.4
23
10.2
34
10.9
15
4.6
22
6.8
33
15.9
1162
7.2
15
4.4
14
6.2
26
7.0
21
6.3
10
3.4
54
18.0
1776
7.3
15
2.4
21
9.1
37
7.7
23
5.0
25
5.1
25
23.8
747
8.7
12
4.0
15
7.1
24
11.2
14
7.5
6
4.8
8
22.2
347
9.1
5
3.1
6
9.2
11
12.4
11
15.3
1
1.9
17
24.6
400
8.3
7
5.2
9
6.2
13
10.4
3
2.6
5
6.9
--
--
I don't know
32
7.8
1752
5.2
30
3.2
20
4.4
41
5.8
43
6.5
35
5.6
16
6.8
951
5.1
10
3.0
11
5.5
18
5.3
20
7.3
15
4.5
5
13.5
312
6.1
5
5.8
5
8.5
3
3.8
5
5.4
10
11.9
11
7.8
489
5.0
15
2.9
4
2.1
20
7.0
18
6.1
10
4.8
9
7.3
483
4.2
6
2.6
4
3.0
10
4.8
10
5.7
9
3.6
9
7.4
573
6.1
4
3.8
8
6.7
13
6.6
10
9.1
10
6.5
9
4.4
660
4.0
17
2.9
11
4.9
13
4.2
13
4.0
16
5.0
23
11.1
1039
6.4
13
3.8
9
4.0
27
7.2
30
9.0
18
6.1
20
6.7
1253
5.2
17
2.8
14
6.0
27
5.6
31
6.7
29
5.9
11
10.5
457
5.3
11
3.7
6
2.8
13
6.1
11
5.9
6
4.8
5
13.9
199
5.2
7
4.3
1
1.5
4
4.5
4
5.6
4
7.5
6
8.7
258
5.4
4
3.0
5
3.4
9
7.2
7
6.1
2
2.8
--
--
Decline to answer
7
1.7
653
2.0
15
1.6
9
2.0
8
1.1
10
1.5
7
1.1
7
3.0
332
1.8
5
1.5
5
2.5
3
0.9
2
0.7
5
1.5
0
0
116
2.3
1
1.1
1
1.7
1
1.2
2
2.2
0
0
0
0
205
2.1
9
1.8
3
1.6
4
1.4
6
2.0
2
1.0
4
3.2
187
1.6
3
1.3
3
2.3
2
1.0
1
0.6
3
1.2
3
2.5
182
1.9
2
1.9
2
1.7
3
1.5
1
0.9
3
2.0
2
1.0
296
1.8
11
1.9
4
1.8
2
0.6
2
0.6
2
0.6
5
2.4
335
2.1
4
1.2
5
2.2
6
1.6
8
2.4
5
1.7
3
1.0
391
1.6
9
1.5
2
0.9
4
0.8
5
1.1
5
1.0
3
2.9
241
2.8
6
2.0
6
2.8
3
1.4
5
2.7
2
1.6
1
2.8
131
3.4
3
1.9
2
3.1
2
2.2
1
1.4
1
1.9
2
2.9
110
2.3
3
2.2
4
2.7
1
0.8
4
3.5
1
1.4
--
--
Not applicable
0
0
106
0.3
4
0.4
0
0
2
0.3
3
0.5
0
0
0
0
49
0.3
0
0
0
0
1
0.3
1
0.4
0
0
0
0
26
0.5
1
1.1
0
0
1
1.2
1
1.1
0
0
0
0
31
0.3
3
0.6
0
0
0
0
1
0.3
0
0
0
0
26
0.2
0
0
0
0
1
0.5
0
0
0
0
0
0
27
0.3
0
0
0
0
0
0
1
0.9
0
0
0
0
66
0.4
3
0.5
0
0
2
0.6
2
0.6
0
0
0
0
36
0.2
1
0.3
0
0
0
0
1
0.3
0
0
0
0
63
0.3
1
0.2
0
0
2
0.4
1
0.2
0
0
0
0
40
0.5
3
1.0
0
0
0
0
1
0.5
0
0
0
0
24
0.6
2
1.2
0
0
0
0
1
1.4
0
0
0
0
16
0.3
1
0.7
0
0
0
0
0
0
0
0
Q250A
Department as a place to work
Very satisfied
111
26.9
10602
31.8
352
37.9
178
39.6
205
29.1
259
39.1
200
32.1
59
25.2
5428
29.2
104
31.5
58
28.7
85
25.2
89
32.6
99
30.0
7
18.9
1657
32.6
34
39.1
24
40.7
24
30.0
38
41.3
19
22.6
45
31.7
3517
36.2
214
41.7
96
50.8
96
33.5
132
44.4
82
39.4
33
26.8
3784
33.1
71
31.3
45
34.4
64
30.9
60
33.9
88
35.5
29
23.8
2469
26.1
32
30.2
41
34.2
48
24.4
35
31.8
35
22.9
62
30.5
5397
33.0
237
40.8
75
33.3
91
29.2
141
43.6
103
32.1
49
23.7
4984
30.7
112
32.8
103
46.2
106
28.3
116
34.7
94
31.9
89
29.7
7984
33.0
250
40.6
85
36.6
149
31.0
193
41.7
156
31.8
19
18.1
2478
28.7
96
32.4
90
42.9
53
24.8
64
34.2
42
33.6
2
5.6
991
26.0
46
28.6
24
36.9
13
14.6
16
22.2
16
30.2
17
24.6
1487
30.9
50
37.0
66
45.5
40
32.0
48
41.7
26
36.1
--
--
Satisfied
152
36.8
12649
37.9
378
40.6
164
36.4
274
38.9
229
34.6
254
40.8
86
36.8
6978
37.6
133
40.3
85
42.1
133
39.5
96
35.2
131
39.7
17
46.0
1948
38.3
33
37.9
20
33.9
31
38.8
37
40.2
41
48.8
49
34.5
3723
38.3
212
41.3
59
31.2
110
38.3
96
32.3
82
39.4
52
42.3
4201
36.7
95
41.9
56
42.8
79
38.2
63
35.6
91
36.7
39
32.0
3704
39.2
41
38.7
43
35.8
77
39.1
37
33.6
71
46.4
68
33.5
6258
38.2
226
38.9
91
40.4
117
37.5
110
34.1
130
40.5
82
39.6
6118
37.7
149
43.6
72
32.3
151
40.4
117
35.0
122
41.4
107
35.7
9241
38.2
244
39.7
94
40.5
178
37.0
163
35.2
202
41.2
42
40.0
3257
37.7
127
42.9
69
32.9
93
43.5
65
34.8
49
39.2
20
55.6
1512
39.6
72
44.7
23
35.4
45
50.6
29
40.3
24
45.3
22
31.9
1745
36.3
55
40.7
46
31.7
48
38.4
36
31.3
25
34.7
--
--
Neither satisfied nor dissatisfied
57
13.8
4534
13.6
96
10.3
45
10.0
119
16.9
73
11.0
65
10.4
32
13.7
2632
14.2
45
13.6
25
12.4
58
17.2
29
10.6
36
10.9
4
10.8
682
13.4
11
12.6
6
10.2
14
17.5
9
9.8
11
13.1
21
14.8
1220
12.6
40
7.8
14
7.4
47
16.4
35
11.8
18
8.7
14
11.4
1530
13.4
31
13.7
13
9.9
34
16.4
20
11.3
22
8.9
19
15.6
1369
14.5
15
14.2
14
11.7
36
18.3
11
10.0
18
11.8
22
10.8
2154
13.2
62
10.7
28
12.4
53
17.0
34
10.5
32
10.0
35
16.9
2278
14.0
34
9.9
17
7.6
64
17.1
39
11.7
32
10.8
42
14.0
3053
12.6
56
9.1
16
6.9
83
17.3
39
8.4
52
10.6
14
13.3
1397
16.2
37
12.5
28
13.3
35
16.4
32
17.1
13
10.4
3
8.3
702
18.4
29
18.0
12
18.5
17
19.1
13
18.1
6
11.3
11
15.9
695
14.4
8
5.9
16
11.0
18
14.4
19
16.5
7
9.7
--
--
Dissatisfied
45
10.9
3230
9.7
57
6.1
32
7.1
58
8.2
58
8.8
55
8.8
28
12.0
2004
10.8
29
8.8
16
7.9
29
8.6
33
12.1
28
8.5
6
16.2
478
9.4
6
6.9
5
8.5
7
8.8
6
6.5
7
8.3
11
7.8
748
7.7
22
4.3
11
5.8
22
7.7
19
6.4
20
9.6
13
10.6
1097
9.6
16
7.0
6
4.6
15
7.2
18
10.2
22
8.9
17
13.9
1110
11.7
13
12.3
13
10.8
17
8.6
17
15.4
16
10.5
24
11.8
1476
9.0
32
5.5
16
7.1
28
9.0
22
6.8
29
9.0
21
10.1
1677
10.3
25
7.3
16
7.2
30
8.0
36
10.8
26
8.8
32
10.7
2376
9.8
36
5.8
21
9.1
43
8.9
40
8.6
42
8.6
13
12.4
784
9.1
20
6.8
10
4.8
14
6.5
15
8.0
12
9.6
6
16.7
295
7.7
8
5.0
2
3.1
4
4.5
7
9.7
4
7.5
7
10.1
489
10.2
12
8.9
8
5.5
10
8.0
8
7.0
8
11.1
--
--
Very dissatisfied
45
10.9
1961
5.9
36
3.9
26
5.8
38
5.4
30
4.5
42
6.8
28
12.0
1342
7.2
18
5.5
15
7.4
27
8.0
20
7.3
32
9.7
2
5.4
254
5.0
2
2.3
4
6.8
4
5.0
2
2.2
5
6.0
15
10.6
365
3.8
16
3.1
7
3.7
7
2.4
8
2.7
5
2.4
10
8.1
722
6.3
13
5.7
9
6.9
14
6.8
11
6.2
23
9.3
18
14.8
708
7.5
5
4.7
8
6.7
13
6.6
9
8.2
11
7.2
25
12.3
932
5.7
18
3.1
13
5.8
23
7.4
13
4.0
24
7.5
19
9.2
964
5.9
17
5.0
12
5.4
13
3.5
16
4.8
18
6.1
28
9.3
1341
5.5
23
3.7
15
6.5
23
4.8
21
4.5
33
6.7
16
15.2
561
6.5
11
3.7
10
4.8
14
6.5
7
3.7
8
6.4
5
13.9
246
6.4
5
3.1
3
4.6
7
7.9
6
8.3
2
3.8
11
15.9
315
6.5
6
4.4
7
4.8
7
5.6
1
0.9
6
8.3
--
--
Decline to answer
3
0.7
317
0.9
11
1.2
5
1.1
10
1.4
7
1.1
6
1.0
1
0.4
144
0.8
1
0.3
3
1.5
5
1.5
1
0.4
4
1.2
1
2.7
52
1.0
1
1.1
0
0
0
0
0
0
1
1.2
1
0.7
121
1.2
9
1.8
2
1.1
5
1.7
6
2.0
1
0.5
1
0.8
83
0.7
1
0.4
2
1.5
1
0.5
1
0.6
2
0.8
0
0
78
0.8
0
0
1
0.8
6
3.0
0
0
2
1.3
2
1.0
128
0.8
6
1.0
2
0.9
0
0
2
0.6
3
0.9
1
0.5
184
1.1
5
1.5
3
1.4
10
2.7
5
1.5
3
1.0
2
0.7
179
0.7
6
1.0
1
0.4
5
1.0
4
0.9
5
1.0
1
0.9
128
1.5
5
1.7
3
1.4
5
2.3
3
1.6
1
0.8
0
0
60
1.6
1
0.6
1
1.5
3
3.4
1
1.4
1
1.9
1
1.4
68
1.4
4
3.0
2
1.4
2
1.6
2
1.7
0
0
--
--
Not applicable
0
0
69
0.2
0
0
0
0
0
0
6
0.9
0
0
0
0
41
0.2
0
0
0
0
0
0
5
1.8
0
0
0
0
10
0.2
0
0
0
0
0
0
0
0
0
0
0
0
18
0.2
0
0
0
0
0
0
1
0.3
0
0
0
0
30
0.3
0
0
0
0
0
0
4
2.3
0
0
0
0
17
0.2
0
0
0
0
0
0
1
0.9
0
0
0
0
36
0.2
0
0
0
0
0
0
1
0.3
0
0
0
0
30
0.2
0
0
0
0
0
0
5
1.5
0
0
0
0
42
0.2
0
0
0
0
0
0
3
0.7
0
0
0
0
24
0.3
0
0
0
0
0
0
1
0.5
0
0
0
0
12
0.3
0
0
0
0
0
0
0
0
0
0
0
0
12
0.2
0
0
0
0
0
0
1
0.9
0
0
Q250B
Institution as a place to work
Very satisfied
46
11.1
6677
20.0
255
27.4
127
28.2
91
12.9
199
30.1
136
21.9
25
10.7
3251
17.5
77
23.3
45
22.3
38
11.3
62
22.7
74
22.4
2
5.4
1018
20.0
21
24.1
11
18.6
9
11.2
30
32.6
14
16.7
19
13.4
2408
24.8
157
30.6
71
37.6
44
15.3
107
36.0
48
23.1
13
10.6
2439
21.3
54
23.8
37
28.2
30
14.5
43
24.3
67
27.0
13
10.7
1370
14.5
23
21.7
29
24.2
20
10.2
24
21.8
24
15.7
29
14.3
3517
21.5
176
30.3
58
25.8
44
14.1
103
31.9
80
24.9
17
8.2
3024
18.6
78
22.8
69
30.9
43
11.5
94
28.1
55
18.6
36
12.0
4898
20.2
179
29.1
59
25.4
56
11.6
142
30.7
105
21.4
8
7.6
1697
19.7
72
24.3
67
31.9
34
15.9
56
29.9
29
23.2
1
2.8
675
17.7
35
21.7
18
27.7
7
7.9
14
19.4
13
24.5
7
10.1
1022
21.2
37
27.4
49
33.8
27
21.6
42
36.5
16
22.2
--
--
Satisfied
122
29.5
13372
40.1
411
44.2
172
38.2
296
42.0
263
39.7
267
42.9
70
29.9
7024
37.8
129
39.1
73
36.1
121
35.9
114
41.8
128
38.8
12
32.4
2154
42.4
34
39.1
24
40.7
35
43.8
35
38.0
37
44.0
40
28.2
4194
43.2
248
48.3
75
39.7
140
48.8
114
38.4
102
49.0
45
36.6
4361
38.1
88
38.8
49
37.4
79
38.2
78
44.1
98
39.5
29
23.8
3675
38.9
42
39.6
43
35.8
76
38.6
44
40.0
61
39.9
58
28.6
6407
39.1
243
41.8
85
37.8
124
39.7
128
39.6
131
40.8
64
30.9
6683
41.2
164
48.0
87
39.0
168
44.9
134
40.1
133
45.1
83
27.7
9716
40.1
268
43.6
85
36.6
198
41.2
188
40.6
212
43.3
38
36.2
3502
40.6
136
46.0
84
40.0
97
45.3
69
36.9
53
42.4
16
44.4
1566
41.0
71
44.1
24
36.9
41
46.1
27
37.5
21
39.6
22
31.9
1936
40.2
65
48.1
60
41.4
56
44.8
42
36.5
32
44.4
--
--
Neither satisfied nor dissatisfied
73
17.7
6285
18.8
148
15.9
55
12.2
155
22.0
103
15.6
110
17.7
40
17.1
3627
19.5
71
21.5
25
12.4
72
21.4
46
16.9
64
19.4
9
24.3
985
19.4
14
16.1
10
16.9
20
25.0
15
16.3
14
16.7
24
16.9
1673
17.2
63
12.3
20
10.6
63
21.9
42
14.1
32
15.4
21
17.1
2056
18.0
53
23.4
12
9.2
45
21.7
24
13.6
37
14.9
22
18.0
1962
20.8
19
17.9
19
15.8
43
21.8
23
20.9
38
24.8
30
14.8
2959
18.1
92
15.8
31
13.8
63
20.2
47
14.6
48
14.9
43
20.8
3176
19.6
55
16.1
24
10.8
88
23.5
56
16.8
60
20.3
50
16.7
4409
18.2
93
15.1
31
13.4
113
23.5
66
14.2
81
16.5
22
20.9
1756
20.4
52
17.6
23
10.9
38
17.8
35
18.7
27
21.6
6
16.7
861
22.6
37
23.0
9
13.8
23
25.8
17
23.6
11
20.8
16
23.2
895
18.6
15
11.1
14
9.7
15
12.0
18
15.7
16
22.2
--
--
Dissatisfied
89
21.6
4545
13.6
76
8.2
59
13.1
112
15.9
64
9.7
73
11.7
48
20.5
2989
16.1
35
10.6
34
16.8
67
19.9
33
12.1
41
12.4
10
27.0
597
11.8
11
12.6
9
15.2
14
17.5
10
10.9
13
15.5
31
21.8
959
9.9
30
5.8
16
8.5
31
10.8
21
7.1
19
9.1
22
17.9
1649
14.4
19
8.4
17
13.0
32
15.5
21
11.9
27
10.9
29
23.8
1575
16.7
17
16.0
18
15.0
39
19.8
12
10.9
22
14.4
42
20.7
2216
13.5
47
8.1
30
13.3
58
18.6
32
9.9
41
12.8
46
22.2
2222
13.7
29
8.5
27
12.1
51
13.6
31
9.3
32
10.8
73
24.3
3427
14.2
52
8.5
34
14.7
81
16.8
47
10.2
62
12.7
14
13.3
1023
11.9
20
6.8
24
11.4
30
14.0
15
8.0
11
8.8
7
19.4
425
11.1
14
8.7
9
13.8
10
11.2
8
11.1
4
7.5
7
10.1
598
12.4
6
4.4
15
10.3
20
16.0
7
6.1
7
9.7
--
--
Very dissatisfied
80
19.4
2103
6.3
29
3.1
32
7.1
41
5.8
23
3.5
31
5.0
50
21.4
1502
8.1
16
4.8
22
10.9
35
10.4
15
5.5
19
5.8
3
8.1
257
5.1
6
6.9
5
8.5
2
2.5
2
2.2
6
7.1
27
19.0
344
3.5
7
1.4
5
2.6
4
1.4
6
2.0
6
2.9
21
17.1
843
7.4
11
4.8
14
10.7
21
10.1
8
4.5
17
6.8
29
23.8
774
8.2
5
4.7
10
8.3
14
7.1
7
6.4
6
3.9
42
20.7
1122
6.8
18
3.1
19
8.4
23
7.4
10
3.1
20
6.2
36
17.4
917
5.7
10
2.9
13
5.8
15
4.0
12
3.6
11
3.7
56
18.7
1546
6.4
16
2.6
22
9.5
28
5.8
14
3.0
27
5.5
22
20.9
503
5.8
12
4.0
9
4.3
11
5.1
9
4.8
3
2.4
6
16.7
213
5.6
4
2.5
4
6.2
5
5.6
5
6.9
2
3.8
16
23.2
290
6.0
8
5.9
5
3.5
6
4.8
4
3.5
1
1.4
--
--
Decline to answer
3
0.7
350
1.1
11
1.2
5
1.1
9
1.3
9
1.4
5
0.8
1
0.4
168
0.9
2
0.6
3
1.5
4
1.2
3
1.1
4
1.2
1
2.7
60
1.2
1
1.1
0
0
0
0
0
0
0
0
1
0.7
122
1.3
8
1.6
2
1.1
5
1.7
6
2.0
1
0.5
1
0.8
95
0.8
2
0.9
2
1.5
0
0
3
1.7
2
0.8
0
0
93
1.0
0
0
1
0.8
5
2.5
0
0
2
1.3
2
1.0
142
0.9
5
0.9
2
0.9
0
0
2
0.6
1
0.3
1
0.5
203
1.2
6
1.8
3
1.4
9
2.4
7
2.1
4
1.4
2
0.7
204
0.8
7
1.1
1
0.4
5
1.0
6
1.3
3
0.6
1
0.9
135
1.6
4
1.4
3
1.4
4
1.9
3
1.6
2
1.6
0
0
70
1.8
0
0
1
1.5
3
3.4
1
1.4
2
3.8
1
1.4
65
1.4
4
3.0
2
1.4
1
0.8
2
1.7
0
0
--
--
Not applicable
0
0
30
0.1
0
0
0
0
0
0
1
0.1
0
0
0
0
8
0.0
0
0
0
0
0
0
0
0
0
0
0
0
10
0.2
0
0
0
0
0
0
0
0
0
0
0
0
12
0.1
0
0
0
0
0
0
1
0.3
0
0
0
0
4
0.0
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
18
0.1
0
0
0
0
0
0
1
0.3
0
0
0
0
10
0.1
0
0
0
0
0
0
0
0
0
0
0
0
16
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
8
0.2
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
Q255A
Intent to leave: Tenured
For no more than five years
62
26.5
4097
22.2
61
18.5
57
28.4
77
22.9
58
21.2
80
24.3
62
26.5
4097
22.2
61
18.5
57
28.4
77
22.9
58
21.2
80
24.3
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
30
25.2
2754
25.9
44
19.5
35
30.7
55
29.3
42
24.4
64
29.1
32
28.1
1305
17.0
17
16.7
22
25.3
22
14.9
16
16.0
16
14.7
38
29.2
2401
23.0
43
18.4
38
28.8
44
24.6
34
21.5
62
29.7
22
21.6
1611
21.1
18
18.6
19
27.9
31
20.4
24
21.1
18
15.1
41
24.9
3193
23.2
45
20.6
43
35.2
61
24.6
42
20.3
64
24.2
20
31.8
846
19.2
16
15.1
13
16.9
14
17.1
13
22.4
15
24.6
4
13.8
356
16.3
11
15.5
5
14.7
8
17.8
5
17.2
8
25.8
16
47.1
490
22.2
5
14.3
8
18.6
6
16.2
8
27.6
7
23.3
--
--
More than five years but less than ten
29
12.4
2784
15.1
53
16.1
29
14.4
43
12.8
43
15.8
48
14.6
29
12.4
2784
15.1
53
16.1
29
14.4
43
12.8
43
15.8
48
14.6
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
22
18.5
1900
17.9
41
18.1
22
19.3
28
14.9
32
18.6
37
16.8
7
6.1
853
11.1
11
10.8
7
8.1
15
10.1
11
11.0
11
10.1
21
16.1
1613
15.4
34
14.6
21
15.9
23
12.8
31
19.6
32
15.3
8
7.8
1124
14.7
19
19.6
8
11.8
20
13.2
12
10.5
16
13.4
21
12.7
2146
15.6
36
16.4
18
14.8
33
13.3
33
15.9
38
14.4
6
9.5
588
13.4
16
15.1
11
14.3
10
12.2
9
15.5
10
16.4
4
13.8
281
12.9
13
18.3
4
11.8
8
17.8
4
13.8
3
9.7
2
5.9
307
13.9
3
8.6
7
16.3
2
5.4
5
17.2
7
23.3
--
--
Ten years or more
33
14.1
4148
22.5
76
23.0
45
22.4
62
18.4
60
22.0
72
21.9
33
14.1
4148
22.5
76
23.0
45
22.4
62
18.4
60
22.0
72
21.9
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
14
11.8
2204
20.8
47
20.8
22
19.3
25
13.3
35
20.4
39
17.7
19
16.7
1913
24.9
28
27.4
23
26.4
36
24.3
24
24.0
33
30.3
16
12.3
2422
23.2
56
24.0
26
19.7
34
19.0
36
22.8
40
19.1
17
16.7
1666
21.8
20
20.6
19
27.9
28
18.4
24
21.1
31
26.1
26
15.8
3185
23.1
52
23.7
24
19.7
47
18.9
48
23.2
61
23.1
6
9.5
905
20.6
21
19.8
21
27.3
14
17.1
11
19.0
11
18.0
5
17.2
502
23.0
12
16.9
10
29.4
6
13.3
4
13.8
6
19.4
1
2.9
403
18.2
9
25.7
11
25.6
8
21.6
7
24.1
5
16.7
--
--
I don't know
87
37.2
6413
34.7
116
35.1
58
28.9
142
42.1
98
35.9
112
34.0
87
37.2
6413
34.7
116
35.1
58
28.9
142
42.1
98
35.9
112
34.0
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
39
32.8
3174
29.9
79
35.0
28
24.6
72
38.3
55
32.0
69
31.4
48
42.1
3185
41.4
37
36.3
30
34.5
70
47.3
43
43.0
43
39.5
43
33.1
3445
32.9
82
35.2
39
29.6
69
38.5
48
30.4
67
32.1
44
43.1
2826
37.0
34
35.0
18
26.5
70
46.0
49
43.0
45
37.8
65
39.4
4604
33.5
70
32.0
34
27.9
102
41.1
72
34.8
88
33.3
21
33.3
1697
38.6
45
42.5
23
29.9
37
45.1
23
39.7
23
37.7
9
31.0
827
37.9
29
40.9
9
26.5
19
42.2
15
51.7
12
38.7
12
35.3
870
39.4
16
45.7
14
32.6
18
48.6
8
27.6
11
36.7
--
--
Decline to answer
23
9.8
1019
5.5
24
7.3
12
6.0
13
3.9
14
5.1
17
5.2
23
9.8
1019
5.5
24
7.3
12
6.0
13
3.9
14
5.1
17
5.2
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
14
11.8
583
5.5
15
6.6
7
6.1
8
4.3
8
4.7
11
5.0
8
7.0
429
5.6
9
8.8
5
5.8
5
3.4
6
6.0
6
5.5
12
9.2
576
5.5
18
7.7
8
6.1
9
5.0
9
5.7
8
3.8
11
10.8
413
5.4
6
6.2
4
5.9
3
2.0
5
4.4
9
7.6
12
7.3
634
4.6
16
7.3
3
2.5
5
2.0
12
5.8
13
4.9
10
15.9
358
8.2
8
7.5
9
11.7
7
8.5
2
3.5
2
3.3
7
24.1
217
9.9
6
8.4
6
17.6
4
8.9
1
3.5
2
6.5
3
8.8
141
6.4
2
5.7
3
7.0
3
8.1
1
3.5
0
0
Q255B
Intent to leave: Pre-tenure
For no more than five years
8
21.6
594
12.3
9
10.3
19
32.2
12
16.9
12
13.0
7
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
8
21.6
594
12.3
9
10.3
19
32.2
12
16.9
12
13.0
7
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
1
7.7
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
9
14.8
N/A
N/A
N/A
N/A
N/A
N/A
0
0
N/A
N/A
5
29.4
278
12.9
7
15.6
12
41.4
3
11.1
4
10.5
1
3.1
3
15.0
303
11.8
2
5.1
7
24.1
9
20.9
8
14.8
6
11.5
6
23.1
342
11.9
2
5.4
8
28.6
8
21.6
7
14.6
2
3.2
2
20.0
243
12.8
6
12.8
10
34.5
4
11.8
5
11.6
5
22.7
N<5
N<5
109
12.6
2
8.0
4
33.3
3
21.4
3
15.0
3
25.0
1
12.5
134
13.1
4
18.2
6
35.3
1
5.0
2
8.7
2
20.0
--
--
More than five years but less than ten
1
2.7
314
6.5
5
5.8
2
3.4
6
8.4
5
5.4
6
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
1
2.7
314
6.5
5
5.8
2
3.4
6
8.4
5
5.4
6
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
1
7.7
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
2
3.3
N/A
N/A
N/A
N/A
N/A
N/A
0
0
N/A
N/A
0
0
145
6.8
4
8.9
1
3.5
3
11.1
2
5.3
2
6.2
1
5.0
161
6.2
1
2.6
1
3.5
3
7.0
3
5.6
4
7.7
1
3.9
187
6.5
1
2.7
1
3.6
2
5.4
3
6.2
5
8.1
0
0
123
6.5
3
6.4
1
3.5
4
11.8
2
4.7
1
4.5
N<5
N<5
61
7.0
2
8.0
0
0
1
7.1
1
5.0
1
8.3
0
0
62
6.0
1
4.5
1
5.9
3
15.0
1
4.3
0
0
--
--
Ten years or more
10
27.0
1664
34.4
28
32.2
21
35.6
21
29.6
32
34.8
22
26.2
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
10
27.0
1664
34.4
28
32.2
21
35.6
21
29.6
32
34.8
22
26.2
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
5
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
25
41.0
N/A
N/A
N/A
N/A
N/A
N/A
3
60.0
N/A
N/A
6
35.3
764
35.6
16
35.6
8
27.6
9
33.3
15
39.5
10
31.2
4
20.0
867
33.7
11
28.2
13
44.8
12
27.9
17
31.5
12
23.1
6
23.1
1049
36.5
14
37.8
9
32.1
13
35.1
19
39.6
16
25.8
4
40.0
595
31.5
13
27.7
11
37.9
8
23.5
13
30.2
6
27.3
N<5
N<5
239
27.6
10
40.0
5
41.7
3
21.4
3
15.0
3
25.0
3
37.5
356
34.7
3
13.6
6
35.3
5
25.0
10
43.5
3
30.0
--
--
I don't know
16
43.2
2040
42.2
44
50.6
14
23.7
30
42.2
40
43.5
46
54.8
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
16
43.2
2040
42.2
44
50.6
14
23.7
30
42.2
40
43.5
46
54.8
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
4
30.8
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
22
36.1
N/A
N/A
N/A
N/A
N/A
N/A
2
40.0
N/A
N/A
5
29.4
847
39.5
18
40.0
6
20.7
11
40.7
15
39.5
17
53.1
11
55.0
1142
44.4
24
61.5
7
24.1
18
41.9
25
46.3
29
55.8
12
46.1
1187
41.3
19
51.4
9
32.1
12
32.4
17
35.4
37
59.7
3
30.0
823
43.5
25
53.2
5
17.2
18
52.9
22
51.2
9
40.9
N<5
N<5
397
45.9
11
44.0
2
16.7
7
50.0
12
60.0
5
41.7
3
37.5
426
41.5
14
63.6
3
17.6
11
55.0
10
43.5
4
40.0
--
--
Decline to answer
2
5.4
223
4.6
1
1.1
3
5.1
2
2.8
3
3.3
3
3.6
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
2
5.4
223
4.6
1
1.1
3
5.1
2
2.8
3
3.3
3
3.6
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
2
15.4
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
3
4.9
N/A
N/A
N/A
N/A
N/A
N/A
0
0
N/A
N/A
1
5.9
113
5.3
0
0
2
6.9
1
3.7
2
5.3
2
6.2
1
5.0
102
4.0
1
2.6
1
3.5
1
2.3
1
1.9
1
1.9
1
3.9
107
3.7
1
2.7
1
3.6
2
5.4
2
4.2
2
3.2
1
10.0
107
5.7
0
0
2
6.9
0
0
1
2.3
1
4.5
N<5
N<5
59
6.8
0
0
1
8.3
0
0
1
5.0
0
0
1
12.5
48
4.7
0
0
1
5.9
0
0
0
0
1
10.0
Q255C
Intent to leave: NTT
For no more than five years
29
20.4
1801
18.6
81
15.8
29
15.3
46
16.0
56
18.9
29
13.9
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
29
20.4
1801
18.6
81
15.8
29
15.3
46
16.0
56
18.9
29
13.9
N<5
N<5
199
24.7
N<5
N<5
3
17.6
2
10.5
N<5
N<5
7
25.0
4
50.0
309
20.3
N<5
N<5
4
13.8
9
21.4
0
0
4
10.3
12
21.4
698
19.3
47
15.5
7
10.9
14
13.9
26
20.5
11
13.8
16
18.8
1040
17.8
34
16.5
22
17.6
28
16.0
30
18.1
17
13.8
27
24.8
1427
19.4
62
17.3
16
19.5
28
14.4
42
20.2
23
14.1
2
6.2
353
16.0
18
12.6
13
12.6
18
19.8
14
16.3
5
11.9
0
0
107
15.0
4
6.2
2
10.5
7
26.9
6
26.1
1
10.0
2
7.4
246
16.4
14
17.9
11
13.1
11
16.9
8
12.7
4
12.5
--
--
More than five years but less than ten
19
13.4
1344
13.8
70
13.7
28
14.8
43
15.0
49
16.5
32
15.4
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
19
13.4
1344
13.8
70
13.7
28
14.8
43
15.0
49
16.5
32
15.4
N<5
N<5
175
21.7
N<5
N<5
4
23.5
5
26.3
N<5
N<5
3
10.7
0
0
206
13.5
N<5
N<5
6
20.7
8
19.1
1
20.0
5
12.8
10
17.9
518
14.3
44
14.5
11
17.2
17
16.8
23
18.1
9
11.2
9
10.6
793
13.6
25
12.1
17
13.6
25
14.3
26
15.7
20
16.3
16
14.7
1086
14.7
53
14.8
14
17.1
38
19.6
40
19.2
25
15.3
3
9.4
247
11.2
16
11.2
12
11.7
5
5.5
9
10.5
7
16.7
0
0
70
9.8
6
9.2
1
5.3
1
3.9
2
8.7
3
30.0
3
11.1
177
11.8
10
12.8
11
13.1
4
6.2
7
11.1
4
12.5
--
--
Ten years or more
37
26.1
2821
29.1
154
30.0
66
34.9
71
24.7
79
26.6
49
23.6
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
37
26.1
2821
29.1
154
30.0
66
34.9
71
24.7
79
26.6
49
23.6
N<5
N<5
169
21.0
N<5
N<5
5
29.4
2
10.5
N<5
N<5
5
17.9
2
25.0
425
27.9
N<5
N<5
7
24.1
7
16.7
1
20.0
14
35.9
17
30.4
1046
28.9
94
31.0
29
45.3
24
23.8
38
29.9
27
33.8
20
23.5
1720
29.4
59
28.6
37
29.6
44
25.1
40
24.1
22
17.9
27
24.8
2189
29.7
111
30.9
29
35.4
48
24.7
59
28.4
42
25.8
10
31.2
603
27.3
41
28.7
36
35.0
23
25.3
19
22.1
7
16.7
2
40.0
192
26.9
22
33.9
4
21.1
7
26.9
2
8.7
0
0
8
29.6
411
27.4
19
24.4
32
38.1
16
24.6
17
27.0
7
21.9
--
--
I don't know
48
33.8
3320
34.2
191
37.2
57
30.2
112
39.0
107
36.0
92
44.2
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
48
33.8
3320
34.2
191
37.2
57
30.2
112
39.0
107
36.0
92
44.2
N<5
N<5
227
28.2
N<5
N<5
5
29.4
10
52.6
N<5
N<5
12
42.9
2
25.0
501
32.9
N<5
N<5
11
37.9
17
40.5
3
60.0
16
41.0
16
28.6
1211
33.5
110
36.3
13
20.3
40
39.6
38
29.9
30
37.5
32
37.6
2018
34.5
79
38.4
44
35.2
69
39.4
66
39.8
61
49.6
33
30.3
2385
32.4
123
34.3
21
25.6
73
37.6
64
30.8
70
42.9
14
43.8
882
39.9
61
42.7
36
35.0
37
40.7
41
47.7
20
47.6
2
40.0
297
41.6
33
50.8
9
47.4
9
34.6
13
56.5
5
50.0
12
44.4
585
39.1
28
35.9
27
32.1
28
43.1
28
44.4
15
46.9
--
--
Decline to answer
9
6.3
424
4.4
17
3.3
9
4.8
15
5.2
6
2.0
6
2.9
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
9
6.3
424
4.4
17
3.3
9
4.8
15
5.2
6
2.0
6
2.9
N<5
N<5
35
4.3
N<5
N<5
0
0
0
0
N<5
N<5
1
3.6
0
0
84
5.5
N<5
N<5
1
3.5
1
2.4
0
0
0
0
1
1.8
143
4.0
8
2.6
4
6.2
6
5.9
2
1.6
3
3.8
8
9.4
270
4.6
9
4.4
5
4.0
9
5.1
4
2.4
3
2.4
6
5.5
281
3.8
10
2.8
2
2.4
7
3.6
3
1.4
3
1.8
3
9.4
126
5.7
7
4.9
6
5.8
8
8.8
3
3.5
3
7.1
1
20.0
48
6.7
0
0
3
15.8
2
7.7
0
0
1
10.0
2
7.4
78
5.2
7
9.0
3
3.6
6
9.2
3
4.8
2
6.2
Q260
Reason for leaving
To improve your salary/benefits
92
22.3
6282
18.8
242
26.0
102
22.7
242
34.4
82
12.4
149
24.0
38
16.2
2872
15.5
60
18.2
48
23.8
111
32.9
21
7.7
69
21.0
8
21.6
919
18.1
23
26.4
13
22.0
20
25.0
7
7.6
20
23.8
46
32.4
2491
25.7
159
31.0
41
21.7
111
38.7
54
18.2
60
28.9
17
13.8
1577
13.8
39
17.2
26
19.9
66
31.9
11
6.2
42
16.9
23
18.9
1720
18.2
22
20.8
26
21.7
66
33.5
11
10.0
40
26.3
47
23.1
3070
18.8
160
27.5
53
23.6
111
35.6
38
11.8
80
24.9
44
21.3
3062
18.9
79
23.1
49
22.0
126
33.7
43
12.9
67
22.8
58
19.3
4225
17.5
144
23.4
42
18.1
156
32.4
53
11.4
100
20.4
32
30.5
1945
22.6
88
29.7
58
27.6
81
37.9
29
15.5
47
37.6
10
27.8
830
21.8
47
29.2
18
27.7
33
37.1
8
11.1
25
47.2
22
31.9
1115
23.2
41
30.4
40
27.6
48
38.4
21
18.3
22
30.6
--
--
To find a more collegial work environment
16
3.9
1289
3.9
17
1.8
6
1.3
7
1.0
29
4.4
20
3.2
11
4.7
785
4.2
6
1.8
2
1.0
5
1.5
16
5.9
11
3.3
1
2.7
217
4.3
3
3.5
1
1.7
1
1.2
3
3.3
5
6.0
4
2.8
287
3.0
8
1.6
3
1.6
1
0.3
10
3.4
4
1.9
4
3.2
419
3.7
4
1.8
0
0
4
1.9
9
5.1
6
2.4
8
6.6
453
4.8
2
1.9
3
2.5
2
1.0
8
7.3
7
4.6
6
3.0
497
3.0
7
1.2
4
1.8
2
0.6
12
3.7
9
2.8
10
4.8
750
4.6
10
2.9
2
0.9
5
1.3
16
4.8
11
3.7
12
4.0
917
3.8
13
2.1
1
0.4
5
1.0
21
4.5
13
2.7
4
3.8
346
4.0
4
1.4
5
2.4
2
0.9
6
3.2
6
4.8
1
2.8
137
3.6
1
0.6
1
1.5
1
1.1
5
6.9
1
1.9
3
4.3
209
4.3
3
2.2
4
2.8
1
0.8
1
0.9
5
6.9
--
--
To find an employer who provides more resources in support of your work
48
11.6
2785
8.3
65
7.0
36
8.0
69
9.8
40
6.0
51
8.2
34
14.5
1790
9.6
37
11.2
19
9.4
38
11.3
18
6.6
30
9.1
8
21.6
606
11.9
6
6.9
7
11.9
19
23.8
11
12.0
15
17.9
6
4.2
389
4.0
22
4.3
10
5.3
12
4.2
11
3.7
6
2.9
16
13.0
905
7.9
22
9.7
11
8.4
15
7.2
9
5.1
17
6.8
17
13.9
989
10.5
15
14.2
10
8.3
25
12.7
9
8.2
16
10.5
26
12.8
1296
7.9
39
6.7
12
5.3
22
7.0
23
7.1
22
6.8
22
10.6
1447
8.9
26
7.6
22
9.9
46
12.3
17
5.1
29
9.9
31
10.3
1869
7.7
36
5.8
18
7.8
46
9.6
21
4.5
41
8.4
16
15.2
868
10.1
28
9.5
18
8.6
23
10.8
17
9.1
10
8.0
10
27.8
469
12.3
20
12.4
5
7.7
12
13.5
11
15.3
2
3.8
6
8.7
399
8.3
8
5.9
13
9.0
11
8.8
6
5.2
8
11.1
--
--
To work at an institution whose priorities match your own
45
10.9
2684
8.1
57
6.1
29
6.4
38
5.4
37
5.6
38
6.1
30
12.8
1743
9.4
28
8.5
17
8.4
20
5.9
23
8.4
25
7.6
4
10.8
480
9.4
5
5.8
2
3.4
4
5.0
3
3.3
5
6.0
11
7.8
461
4.8
24
4.7
10
5.3
14
4.9
11
3.7
8
3.9
18
14.6
950
8.3
13
5.7
9
6.9
9
4.3
9
5.1
16
6.5
12
9.8
932
9.9
15
14.2
14
11.7
14
7.1
14
12.7
12
7.9
21
10.3
1451
8.9
34
5.8
18
8.0
20
6.4
17
5.3
21
6.5
24
11.6
1159
7.1
22
6.4
11
4.9
17
4.5
20
6.0
17
5.8
34
11.3
1935
8.0
40
6.5
21
9.1
21
4.4
23
5.0
31
6.3
11
10.5
688
8.0
15
5.1
8
3.8
16
7.5
12
6.4
6
4.8
3
8.3
340
8.9
5
3.1
2
3.1
9
10.1
6
8.3
3
5.7
8
11.6
348
7.2
10
7.4
6
4.1
7
5.6
6
5.2
3
4.2
--
--
To pursue an administrative position in higher education
14
3.4
1305
3.9
47
5.0
6
1.3
20
2.8
32
4.8
36
5.8
12
5.1
958
5.2
29
8.8
4
2.0
13
3.9
19
7.0
25
7.6
0
0
119
2.3
2
2.3
0
0
1
1.2
3
3.3
2
2.4
2
1.4
228
2.4
16
3.1
2
1.1
6
2.1
10
3.4
9
4.3
8
6.5
673
5.9
24
10.6
1
0.8
11
5.3
15
8.5
21
8.5
5
4.1
376
4.0
5
4.7
4
3.3
4
2.0
6
5.5
10
6.6
11
5.4
687
4.2
25
4.3
3
1.3
11
3.5
19
5.9
21
6.5
3
1.4
601
3.7
22
6.4
3
1.4
9
2.4
12
3.6
15
5.1
12
4.0
926
3.8
31
5.0
3
1.3
14
2.9
23
5.0
29
5.9
2
1.9
366
4.2
16
5.4
3
1.4
6
2.8
9
4.8
7
5.6
1
2.8
144
3.8
9
5.6
1
1.5
3
3.4
0
0
2
3.8
1
1.4
222
4.6
7
5.2
2
1.4
3
2.4
9
7.8
5
6.9
--
--
To pursue a nonacademic job
7
1.7
818
2.5
27
2.9
9
2.0
13
1.9
19
2.9
16
2.6
3
1.3
322
1.7
8
2.4
2
1.0
5
1.5
4
1.5
3
0.9
1
2.7
128
2.5
1
1.1
3
5.1
1
1.2
3
3.3
3
3.6
3
2.1
368
3.8
18
3.5
4
2.1
7
2.4
12
4.0
10
4.8
0
0
154
1.4
5
2.2
1
0.8
2
1.0
4
2.3
3
1.2
3
2.5
249
2.6
3
2.8
4
3.3
6
3.0
2
1.8
4
2.6
0
0
345
2.1
17
2.9
3
1.3
8
2.6
9
2.8
3
0.9
7
3.4
456
2.8
10
2.9
6
2.7
5
1.3
10
3.0
13
4.4
5
1.7
635
2.6
21
3.4
3
1.3
7
1.5
11
2.4
12
2.5
2
1.9
175
2.0
6
2.0
6
2.9
6
2.8
6
3.2
4
3.2
0
0
57
1.5
0
0
0
0
2
2.2
2
2.8
3
5.7
2
2.9
118
2.5
6
4.4
6
4.1
4
3.2
4
3.5
1
1.4
--
--
To improve the employment opportunities for your spouse/partner
3
0.7
837
2.5
15
1.6
9
2.0
19
2.7
18
2.7
15
2.4
2
0.8
371
2.0
4
1.2
2
1.0
9
2.7
9
3.3
7
2.1
0
0
303
6.0
6
6.9
3
5.1
5
6.2
5
5.4
3
3.6
1
0.7
163
1.7
5
1.0
4
2.1
5
1.7
4
1.4
5
2.4
1
0.8
174
1.5
4
1.8
2
1.5
4
1.9
4
2.3
5
2.0
1
0.8
240
2.5
0
0
0
0
6
3.0
5
4.5
4
2.6
2
1.0
386
2.4
7
1.2
5
2.2
10
3.2
6
1.9
5
1.6
1
0.5
438
2.7
8
2.3
4
1.8
8
2.1
12
3.6
10
3.4
3
1.0
568
2.4
7
1.1
4
1.7
14
2.9
13
2.8
15
3.1
0
0
257
3.0
8
2.7
5
2.4
4
1.9
5
2.7
0
0
0
0
123
3.2
4
2.5
0
0
1
1.1
1
1.4
0
0
0
0
134
2.8
4
3.0
5
3.5
3
2.4
4
3.5
0
0
--
--
For other family or personal needs
22
5.3
1966
5.9
57
6.1
28
6.2
28
4.0
46
7.0
30
4.8
8
3.4
775
4.2
10
3.0
9
4.5
9
2.7
10
3.7
10
3.0
6
16.2
504
9.9
15
17.2
6
10.2
4
5.0
8
8.7
9
10.7
8
5.6
687
7.1
32
6.2
13
6.9
15
5.2
28
9.4
11
5.3
3
2.4
395
3.5
8
3.5
4
3.0
7
3.4
8
4.5
4
1.6
5
4.1
538
5.7
4
3.8
9
7.5
5
2.5
4
3.6
9
5.9
9
4.4
884
5.4
36
6.2
7
3.1
9
2.9
26
8.1
9
2.8
13
6.3
1043
6.4
21
6.1
21
9.4
19
5.1
19
5.7
21
7.1
17
5.7
1327
5.5
28
4.5
10
4.3
16
3.3
27
5.8
21
4.3
4
3.8
621
7.2
29
9.8
18
8.6
12
5.6
19
10.2
9
7.2
0
0
308
8.1
16
9.9
9
13.8
5
5.6
11
15.3
3
5.7
4
5.8
313
6.5
13
9.6
9
6.2
7
5.6
8
7.0
6
8.3
--
--
To improve your quality of life
39
9.4
2961
8.9
84
9.0
37
8.2
66
9.4
48
7.2
60
9.7
17
7.3
1522
8.2
28
8.5
15
7.4
24
7.1
19
7.0
22
6.7
4
10.8
489
9.6
5
5.8
9
15.2
6
7.5
7
7.6
11
13.1
18
12.7
950
9.8
51
9.9
13
6.9
36
12.5
22
7.4
27
13.0
8
6.5
794
6.9
18
7.9
13
9.9
12
5.8
15
8.5
16
6.5
11
9.0
970
10.3
10
9.4
7
5.8
18
9.1
4
3.6
15
9.9
13
6.4
1197
7.3
44
7.6
23
10.2
19
6.1
15
4.6
29
9.0
25
12.1
1700
10.5
39
11.4
14
6.3
44
11.8
33
9.9
28
9.5
31
10.3
2218
9.2
59
9.6
23
9.9
41
8.5
30
6.5
51
10.4
6
5.7
713
8.3
25
8.4
13
6.2
25
11.7
18
9.6
9
7.2
1
2.8
263
6.9
17
10.6
5
7.7
5
5.6
6
8.3
3
5.7
5
7.2
450
9.4
8
5.9
8
5.5
20
16.0
12
10.4
6
8.3
--
--
To retire
70
16.9
7012
21.0
177
19.0
93
20.7
117
16.6
158
23.9
125
20.1
43
18.4
4700
25.3
75
22.7
53
26.2
73
21.7
65
23.8
89
27.1
0
0
200
3.9
1
1.1
1
1.7
5
6.2
6
6.5
0
0
27
19.0
2112
21.8
101
19.7
39
20.6
39
13.6
87
29.3
36
17.3
27
21.9
3812
33.3
60
26.4
49
37.4
59
28.5
56
31.6
87
35.1
19
15.6
1505
15.9
15
14.2
19
15.8
30
15.2
16
14.6
17
11.2
43
21.2
3854
23.5
125
21.5
47
20.9
66
21.1
86
26.6
85
26.5
27
13.0
2996
18.5
52
15.2
46
20.6
49
13.1
72
21.6
40
13.6
56
18.7
5758
23.8
141
22.9
55
23.7
96
20.0
127
27.4
114
23.3
12
11.4
1168
13.5
33
11.2
35
16.7
20
9.3
29
15.5
9
7.2
4
11.1
433
11.3
16
9.9
6
9.2
10
11.2
7
9.7
5
9.4
8
11.6
735
15.3
17
12.6
29
20.0
10
8.0
22
19.1
4
5.6
--
--
To move to a preferred geographic location
18
4.4
2163
6.5
54
5.8
29
6.4
26
3.7
60
9.1
27
4.3
12
5.1
1082
5.8
18
5.5
9
4.5
10
3.0
23
8.4
15
4.6
1
2.7
592
11.7
13
14.9
3
5.1
4
5.0
19
20.6
5
6.0
5
3.5
489
5.0
23
4.5
17
9.0
12
4.2
18
6.1
7
3.4
4
3.2
544
4.8
12
5.3
4
3.0
5
2.4
10
5.7
10
4.0
8
6.6
642
6.8
7
6.6
7
5.8
8
4.1
13
11.8
6
4.0
12
5.9
1099
6.7
34
5.8
15
6.7
13
4.2
29
9.0
11
3.4
6
2.9
1022
6.3
19
5.6
14
6.3
11
2.9
31
9.3
15
5.1
15
5.0
1627
6.7
39
6.3
20
8.6
22
4.6
46
9.9
25
5.1
3
2.9
519
6.0
14
4.7
9
4.3
4
1.9
14
7.5
2
1.6
0
0
262
6.9
7
4.3
5
7.7
3
3.4
5
6.9
1
1.9
3
4.3
257
5.3
7
5.2
4
2.8
1
0.8
9
7.8
1
1.4
--
--
Other (Please specify)
18
4.4
1430
4.3
34
3.7
25
5.6
28
4.0
53
8.0
26
4.2
13
5.6
742
4.0
8
2.4
9
4.5
11
3.3
29
10.6
9
2.7
0
0
221
4.3
3
3.5
6
10.2
4
5.0
11
12.0
4
4.8
5
3.5
467
4.8
23
4.5
10
5.3
13
4.5
13
4.4
13
6.2
8
6.5
431
3.8
2
0.9
4
3.0
7
3.4
18
10.2
8
3.2
7
5.7
410
4.3
5
4.7
6
5.0
6
3.0
11
10.0
8
5.3
5
2.5
643
3.9
18
3.1
11
4.9
8
2.6
22
6.8
11
3.4
12
5.8
747
4.6
15
4.4
14
6.3
18
4.8
30
9.0
15
5.1
15
5.0
1062
4.4
22
3.6
13
5.6
23
4.8
45
9.7
19
3.9
3
2.9
332
3.9
10
3.4
11
5.2
5
2.3
6
3.2
7
5.6
0
0
122
3.2
7
4.3
5
7.7
2
2.2
3
4.2
1
1.9
3
4.3
210
4.4
3
2.2
6
4.1
3
2.4
3
2.6
6
8.3
--
--
There is no reason why I would choose to leave this institution
9
2.2
775
2.3
24
2.6
23
5.1
7
1.0
20
3.0
7
1.1
4
1.7
302
1.6
3
0.9
6
3.0
2
0.6
7
2.6
4
1.2
2
5.4
164
3.2
2
2.3
4
6.8
2
2.5
5
5.4
1
1.2
3
2.1
309
3.2
19
3.7
13
6.9
3
1.1
8
2.7
2
1.0
2
1.6
221
1.9
3
1.3
5
3.8
2
1.0
3
1.7
4
1.6
2
1.6
142
1.5
0
0
4
3.3
2
1.0
3
2.7
0
0
5
2.5
413
2.5
19
3.3
16
7.1
3
1.0
10
3.1
5
1.6
4
1.9
342
2.1
5
1.5
7
3.1
3
0.8
10
3.0
2
0.7
7
2.3
486
2.0
19
3.1
10
4.3
4
0.8
9
1.9
2
0.4
2
1.9
275
3.2
5
1.7
13
6.2
3
1.4
11
5.9
5
4.0
1
2.8
134
3.5
4
2.5
4
6.2
1
1.1
4
5.6
2
3.8
1
1.4
141
2.9
1
0.7
9
6.2
2
1.6
7
6.1
3
4.2
--
--
Decline to answer
12
2.9
1037
3.1
30
3.2
18
4.0
24
3.4
20
3.0
21
3.4
7
3.0
596
3.2
16
4.8
7
3.5
7
2.1
10
3.7
10
3.0
2
5.4
136
2.7
2
2.3
1
1.7
4
5.0
1
1.1
1
1.2
3
2.1
305
3.1
12
2.3
10
5.3
13
4.5
9
3.0
10
4.8
7
5.7
392
3.4
13
5.7
2
1.5
4
1.9
6
3.4
9
3.6
1
0.8
285
3.0
3
2.8
7
5.8
5
2.5
4
3.6
4
2.6
3
1.5
551
3.4
16
2.8
8
3.6
10
3.2
11
3.4
10
3.1
9
4.3
463
2.9
14
4.1
10
4.5
14
3.7
9
2.7
11
3.7
4
1.3
652
2.7
15
2.4
9
3.9
16
3.3
14
3.0
16
3.3
8
7.6
351
4.1
15
5.1
8
3.8
7
3.3
6
3.2
4
3.2
5
13.9
194
5.1
8
5.0
4
6.2
2
2.2
3
4.2
2
3.8
3
4.3
157
3.3
7
5.2
4
2.8
5
4.0
3
2.6
2
2.8
Q265
Recommend department
Strongly recommend your department as a place to work
147
35.6
15953
47.9
497
53.4
218
48.4
312
44.3
372
56.3
287
46.2
80
34.2
8688
46.8
170
51.5
84
41.6
140
41.5
150
55.0
156
47.4
13
35.1
2480
48.9
44
50.6
25
42.4
38
47.5
56
60.9
32
38.1
54
38.0
4785
49.3
283
55.2
109
57.7
134
46.7
166
56.1
99
47.6
48
39.0
5824
50.9
118
52.0
61
46.6
100
48.3
102
57.6
126
50.8
35
28.7
4033
42.7
53
50.0
54
45.0
74
37.6
54
49.5
63
41.5
81
39.9
8035
49.1
325
55.9
98
43.6
133
42.6
192
59.4
151
47.0
66
31.9
7611
46.9
168
49.1
120
53.8
170
45.5
178
53.5
133
45.2
110
36.7
11779
48.7
342
55.6
110
47.4
216
44.9
267
57.8
219
44.8
34
32.4
3976
46.1
146
49.3
106
50.5
94
43.9
100
53.5
65
52.0
12
33.3
1741
45.6
76
47.2
31
47.7
36
40.5
33
45.8
32
60.4
22
31.9
2235
46.5
70
51.9
75
51.7
58
46.4
67
58.3
33
45.8
--
--
Recommend your department with reservations
164
39.7
12989
39.0
345
37.1
167
37.1
302
42.9
206
31.2
270
43.5
91
38.9
7241
39.0
120
36.4
84
41.6
152
45.1
82
30.0
136
41.3
18
48.6
1990
39.2
36
41.4
21
35.6
30
37.5
31
33.7
42
50.0
55
38.7
3758
38.7
189
36.8
62
32.8
120
41.8
93
31.4
92
44.2
46
37.4
4127
36.1
83
36.6
49
37.4
82
39.6
51
28.8
97
39.1
49
40.2
3999
42.3
39
36.8
51
42.5
92
46.7
38
34.9
70
46.0
70
34.5
6272
38.3
208
35.8
90
40.0
135
43.3
103
31.9
138
43.0
93
44.9
6400
39.5
135
39.5
76
34.1
162
43.3
101
30.3
129
43.9
122
40.7
9449
39.0
228
37.1
90
38.8
207
43.0
140
30.3
219
44.8
38
36.2
3341
38.8
109
36.8
75
35.7
91
42.5
63
33.7
48
38.4
11
30.6
1476
38.7
66
41.0
21
32.3
38
42.7
28
38.9
18
34.0
27
39.1
1865
38.8
43
31.9
54
37.2
53
42.4
35
30.4
30
41.7
--
--
Not recommend your department as a place to work
75
18.2
2751
8.2
42
4.5
41
9.1
54
7.7
46
7.0
46
7.4
46
19.7
1708
9.2
19
5.8
21
10.4
34
10.1
24
8.8
29
8.8
3
8.1
365
7.2
2
2.3
10
16.9
6
7.5
2
2.2
6
7.1
26
18.3
678
7.0
21
4.1
10
5.3
14
4.9
20
6.8
11
5.3
16
13.0
964
8.4
10
4.4
12
9.2
21
10.1
14
7.9
20
8.1
32
26.2
906
9.6
9
8.5
10
8.3
16
8.1
10
9.2
14
9.2
39
19.2
1377
8.4
26
4.5
23
10.2
29
9.3
17
5.3
28
8.7
34
16.4
1299
8.0
15
4.4
18
8.1
22
5.9
28
8.4
18
6.1
51
17.0
1971
8.1
23
3.7
27
11.6
40
8.3
31
6.7
38
7.8
23
21.9
716
8.3
17
5.7
12
5.7
12
5.6
13
7.0
7
5.6
10
27.8
288
7.5
6
3.7
4
6.2
5
5.6
7
9.7
1
1.9
13
18.8
428
8.9
11
8.2
8
5.5
7
5.6
6
5.2
6
8.3
--
--
Decline to answer
27
6.5
1646
4.9
46
5.0
24
5.3
36
5.1
37
5.6
18
2.9
17
7.3
921
5.0
21
6.4
13
6.4
11
3.3
17
6.2
8
2.4
3
8.1
241
4.8
5
5.8
3
5.1
6
7.5
3
3.3
4
4.8
7
4.9
484
5.0
20
3.9
8
4.2
19
6.6
17
5.7
6
2.9
13
10.6
525
4.6
16
7.0
9
6.9
4
1.9
10
5.7
5
2.0
6
4.9
511
5.4
5
4.7
5
4.2
15
7.6
7
6.4
5
3.3
13
6.4
687
4.2
22
3.8
14
6.2
15
4.8
11
3.4
4
1.2
14
6.8
913
5.6
24
7.0
9
4.0
20
5.3
26
7.8
14
4.8
17
5.7
1004
4.2
22
3.6
5
2.2
18
3.7
24
5.2
13
2.7
10
9.5
588
6.8
24
8.1
17
8.1
17
7.9
11
5.9
5
4.0
3
8.3
310
8.1
13
8.1
9
13.8
10
11.2
4
5.6
2
3.8
7
10.1
278
5.8
11
8.2
8
5.5
7
5.6
7
6.1
3
4.2
Q267A
Best aspects about working at your institution.
Quality of colleagues
123
15.7
10869
16.8
421
23.0
131
15.1
237
17.4
245
19.3
220
18.1
67
15.1
6435
17.8
144
22.3
61
15.7
127
19.6
120
22.8
119
18.5
14
20.3
1460
14.7
34
19.6
17
14.9
23
14.7
30
16.6
17
10.2
42
15.7
2974
15.8
243
24.0
53
14.6
87
15.6
95
16.8
84
20.6
38
16.4
4205
18.9
104
23.5
43
17.1
95
23.8
82
24.1
91
18.7
31
13.2
2971
16.2
42
20.2
32
13.7
58
15.3
44
20.9
53
17.9
62
16.1
5737
18.0
287
25.3
69
16.1
109
18.3
119
19.0
122
19.4
60
15.3
4914
15.6
130
19.1
62
14.3
119
16.3
125
19.6
96
16.7
101
17.7
8600
18.2
307
25.4
79
17.5
179
19.1
183
20.6
177
18.5
21
10.7
2117
12.8
101
17.3
50
12.5
52
12.8
60
16.7
40
16.4
3
4.6
876
12.0
61
19.2
11
9.2
20
11.9
20
14.6
21
20.6
18
13.7
1241
13.4
40
15.1
39
14.0
32
13.3
40
17.9
19
13.4
--
--
Support of colleagues
87
11.1
6085
9.4
138
7.5
101
11.7
151
11.1
130
10.2
102
8.4
37
8.3
2803
7.8
31
4.8
36
9.3
47
7.3
50
9.5
39
6.1
15
21.7
1113
11.2
19
11.0
14
12.3
25
15.9
26
14.4
20
12.0
35
13.1
2169
11.5
88
8.7
51
14.1
79
14.2
54
9.6
43
10.5
17
7.3
1566
7.0
23
5.2
23
9.1
29
7.3
23
6.8
28
5.8
23
9.8
1779
9.7
7
3.4
28
12.0
35
9.2
29
13.7
25
8.4
38
9.9
2267
7.1
65
5.7
42
9.8
39
6.5
60
9.6
37
5.9
49
12.5
3714
11.8
73
10.7
58
13.4
109
14.9
69
10.8
63
11.0
69
12.1
4494
9.5
88
7.3
54
11.9
105
11.2
92
10.3
79
8.2
17
8.7
1527
9.2
46
7.9
45
11.3
45
11.0
36
10.0
20
8.2
2
3.1
677
9.3
24
7.5
14
11.7
15
8.9
15
10.9
10
9.8
15
11.4
850
9.2
22
8.3
31
11.1
30
12.5
21
9.4
10
7.0
--
--
Opportunities to collaborate with colleagues
28
3.6
2575
4.0
98
5.3
36
4.2
56
4.1
48
3.8
69
5.7
22
4.9
1495
4.1
40
6.2
17
4.4
22
3.4
25
4.8
37
5.8
2
2.9
455
4.6
8
4.6
5
4.4
13
8.3
6
3.3
9
5.4
4
1.5
625
3.3
50
4.9
14
3.9
21
3.8
17
3.0
23
5.6
13
5.6
1020
4.6
32
7.2
10
4.0
17
4.3
17
5.0
30
6.2
9
3.8
673
3.7
8
3.9
12
5.2
10
2.6
10
4.7
13
4.4
11
2.9
1246
3.9
63
5.5
18
4.2
23
3.9
25
4.0
29
4.6
16
4.1
1279
4.0
34
5.0
17
3.9
32
4.4
23
3.6
39
6.8
23
4.0
1785
3.8
59
4.9
15
3.3
39
4.2
26
2.9
55
5.7
5
2.5
760
4.6
38
6.5
21
5.3
16
3.9
22
6.1
14
5.7
2
3.1
395
5.4
20
6.3
9
7.5
8
4.8
10
7.3
4
3.9
3
2.3
365
3.9
18
6.8
12
4.3
8
3.3
12
5.4
10
7.0
--
--
Quality of graduate students
34
4.3
3313
5.1
179
9.8
34
3.9
75
5.5
61
4.8
69
5.7
21
4.7
2104
5.8
104
16.1
15
3.9
42
6.5
27
5.1
46
7.2
4
5.8
406
4.1
26
15.0
7
6.1
10
6.4
5
2.8
6
3.6
9
3.4
803
4.3
49
4.8
12
3.3
23
4.1
29
5.1
17
4.2
10
4.3
1519
6.8
76
17.2
11
4.4
34
8.5
18
5.3
41
8.4
13
5.5
878
4.8
31
14.9
7
3.0
20
5.3
10
4.7
14
4.7
17
4.4
1616
5.1
123
10.8
11
2.6
20
3.4
29
4.6
36
5.7
17
4.3
1619
5.1
55
8.1
23
5.3
51
7.0
31
4.9
33
5.7
24
4.2
2507
5.3
119
9.8
23
5.1
53
5.7
48
5.4
55
5.7
8
4.1
767
4.6
60
10.3
11
2.8
22
5.4
13
3.6
13
5.3
3
4.6
307
4.2
39
12.3
3
2.5
8
4.8
3
2.2
5
4.9
5
3.8
460
5.0
21
7.9
8
2.9
14
5.8
10
4.5
8
5.6
--
--
Quality of undergraduate students
47
6.0
4825
7.4
182
9.9
28
3.2
71
5.2
60
4.7
74
6.1
14
3.1
2435
6.8
89
13.8
13
3.4
28
4.3
19
3.6
28
4.4
6
8.7
502
5.1
14
8.1
2
1.8
8
5.1
5
2.8
2
1.2
27
10.1
1888
10.0
79
7.8
13
3.6
35
6.3
36
6.4
44
10.8
8
3.5
1437
6.5
59
13.3
5
2.0
9
2.3
12
3.5
27
5.6
7
3.0
1387
7.6
33
15.9
9
3.9
24
6.3
7
3.3
20
6.8
25
6.5
2265
7.1
96
8.4
14
3.3
25
4.2
29
4.6
36
5.7
21
5.4
2439
7.7
84
12.3
14
3.2
42
5.8
31
4.9
37
6.4
34
6.0
3764
8.0
140
11.6
20
4.4
58
6.2
40
4.5
63
6.6
13
6.6
985
6.0
41
7.0
7
1.8
12
2.9
20
5.6
10
4.1
4
6.2
309
4.2
19
6.0
0
0
1
0.6
3
2.2
2
2.0
9
6.9
676
7.3
22
8.3
7
2.5
11
4.6
17
7.6
8
5.6
--
--
Quality of facilities
16
2.0
1311
2.0
49
2.7
12
1.4
13
1.0
42
3.3
27
2.2
8
1.8
715
2.0
20
3.1
8
2.1
4
0.6
13
2.5
14
2.2
0
0
192
1.9
3
1.7
1
0.9
1
0.6
7
3.9
6
3.6
8
3.0
404
2.1
26
2.6
3
0.8
8
1.4
22
3.9
7
1.7
4
1.7
449
2.0
14
3.2
7
2.8
5
1.2
6
1.8
7
1.4
4
1.7
355
1.9
6
2.9
1
0.4
0
0
7
3.3
9
3.0
10
2.6
777
2.4
37
3.3
7
1.6
2
0.3
29
4.6
19
3.0
6
1.5
499
1.6
11
1.6
5
1.1
11
1.5
13
2.0
8
1.4
9
1.6
951
2.0
34
2.8
6
1.3
7
0.8
27
3.0
22
2.3
7
3.6
334
2.0
14
2.4
6
1.5
4
1.0
14
3.9
5
2.0
1
1.5
142
1.9
9
2.8
1
0.8
2
1.2
4
2.9
3
2.9
6
4.6
192
2.1
5
1.9
5
1.8
2
0.8
10
4.5
2
1.4
--
--
Compensation
12
1.5
1433
2.2
70
3.8
22
2.5
15
1.1
55
4.3
20
1.6
9
2.0
708
2.0
12
1.9
10
2.6
8
1.2
20
3.8
8
1.2
1
1.4
235
2.4
2
1.2
1
0.9
1
0.6
10
5.5
1
0.6
2
0.8
490
2.6
56
5.5
11
3.0
6
1.1
25
4.4
11
2.7
6
2.6
466
2.1
11
2.5
7
2.8
6
1.5
11
3.2
8
1.6
4
1.7
367
2.0
1
0.5
6
2.6
2
0.5
10
4.7
3
1.0
6
1.6
743
2.3
47
4.1
12
2.8
9
1.5
28
4.5
10
1.6
6
1.5
663
2.1
23
3.4
10
2.3
6
0.8
26
4.1
10
1.7
11
1.9
1068
2.3
50
4.1
9
2.0
11
1.2
39
4.4
16
1.7
1
0.5
341
2.1
17
2.9
13
3.3
3
0.7
14
3.9
4
1.6
1
1.5
124
1.7
5
1.6
5
4.2
2
1.2
3
2.2
1
1.0
0
0
217
2.3
12
4.5
8
2.9
1
0.4
11
4.9
3
2.1
--
--
Support for research/creative work
11
1.4
1594
2.5
67
3.7
15
1.7
27
2.0
47
3.7
23
1.9
8
1.8
964
2.7
12
1.9
8
2.1
13
2.0
25
4.8
13
2.0
2
2.9
410
4.1
8
4.6
3
2.6
4
2.5
10
5.5
5
3.0
1
0.4
220
1.2
47
4.6
4
1.1
10
1.8
12
2.1
5
1.2
5
2.2
654
2.9
5
1.1
7
2.8
11
2.8
15
4.4
10
2.1
4
1.7
374
2.0
7
3.4
3
1.3
3
0.8
10
4.7
4
1.4
7
1.8
891
2.8
46
4.0
8
1.9
17
2.9
26
4.2
10
1.6
4
1.0
667
2.1
21
3.1
7
1.6
9
1.2
21
3.3
12
2.1
7
1.2
1044
2.2
39
3.2
7
1.6
17
1.8
34
3.8
16
1.7
4
2.0
531
3.2
26
4.5
8
2.0
10
2.5
11
3.1
6
2.5
3
4.6
273
3.7
17
5.3
3
2.5
8
4.8
7
5.1
3
2.9
1
0.8
258
2.8
9
3.4
5
1.8
2
0.8
4
1.8
3
2.1
--
--
Support for teaching
19
2.4
1334
2.1
13
0.7
36
4.2
21
1.5
21
1.6
14
1.1
7
1.6
434
1.2
4
0.6
9
2.3
3
0.5
4
0.8
3
0.5
0
0
125
1.3
0
0
1
0.9
2
1.3
0
0
0
0
12
4.5
775
4.1
9
0.9
26
7.2
16
2.9
17
3.0
11
2.7
3
1.3
285
1.3
2
0.5
5
2.0
3
0.8
2
0.6
3
0.6
5
2.1
330
1.8
2
1.0
9
3.9
4
1.1
2
0.9
5
1.7
6
1.6
513
1.6
6
0.5
13
3.0
7
1.2
11
1.8
8
1.3
13
3.3
796
2.5
6
0.9
23
5.3
12
1.6
10
1.6
6
1.0
17
3.0
1014
2.1
11
0.9
20
4.4
16
1.7
16
1.8
12
1.2
1
0.5
301
1.8
2
0.3
16
4.0
5
1.2
5
1.4
2
0.8
0
0
107
1.5
0
0
5
4.2
2
1.2
2
1.5
1
1.0
1
0.8
194
2.1
2
0.8
11
3.9
3
1.2
3
1.4
1
0.7
--
--
Support for professional development
11
1.4
748
1.1
43
2.4
17
2.0
15
1.1
23
1.8
16
1.3
2
0.5
213
0.6
1
0.2
3
0.8
2
0.3
6
1.1
3
0.5
0
0
99
1.0
4
2.3
1
0.9
2
1.3
1
0.6
1
0.6
9
3.4
436
2.3
38
3.8
13
3.6
11
2.0
16
2.8
12
2.9
2
0.9
137
0.6
0
0
3
1.2
1
0.2
4
1.2
2
0.4
2
0.8
160
0.9
1
0.5
2
0.9
4
1.1
2
0.9
2
0.7
3
0.8
220
0.7
26
2.3
4
0.9
4
0.7
5
0.8
2
0.3
8
2.0
503
1.6
17
2.5
13
3.0
10
1.4
18
2.8
13
2.3
10
1.8
495
1.1
25
2.1
9
2.0
5
0.5
14
1.6
12
1.2
1
0.5
247
1.5
17
2.9
8
2.0
10
2.5
9
2.5
4
1.6
0
0
89
1.2
11
3.5
1
0.8
3
1.8
2
1.5
0
0
1
0.8
158
1.7
6
2.3
7
2.5
7
2.9
7
3.1
4
2.8
--
--
Assistance for grant proposals
7
0.9
343
0.5
4
0.2
9
1.0
7
0.5
9
0.7
4
0.3
5
1.1
184
0.5
3
0.5
5
1.3
4
0.6
2
0.4
2
0.3
1
1.4
109
1.1
0
0
1
0.9
1
0.6
6
3.3
0
0
1
0.4
50
0.3
1
0.1
3
0.8
2
0.4
1
0.2
2
0.5
1
0.4
104
0.5
3
0.7
2
0.8
1
0.2
1
0.3
3
0.6
4
1.7
105
0.6
0
0
4
1.7
5
1.3
1
0.5
1
0.3
4
1.0
167
0.5
2
0.2
6
1.4
3
0.5
2
0.3
3
0.5
3
0.8
166
0.5
2
0.3
3
0.7
3
0.4
7
1.1
1
0.2
5
0.9
190
0.4
4
0.3
4
0.9
3
0.3
3
0.3
3
0.3
2
1.0
148
0.9
0
0
5
1.2
4
1.0
6
1.7
0
0
0
0
68
0.9
0
0
2
1.7
3
1.8
3
2.2
0
0
2
1.5
80
0.9
0
0
3
1.1
1
0.4
3
1.4
0
0
--
--
Childcare policies
2
0.3
265
0.4
9
0.5
7
0.8
1
0.1
4
0.3
1
0.1
1
0.2
92
0.3
1
0.2
4
1.0
1
0.1
1
0.2
0
0
1
1.4
52
0.5
1
0.6
2
1.8
0
0
0
0
0
0
0
0
121
0.6
7
0.7
1
0.3
0
0
3
0.5
1
0.2
0
0
46
0.2
0
0
3
1.2
1
0.2
1
0.3
0
0
1
0.4
64
0.3
1
0.5
1
0.4
0
0
0
0
0
0
1
0.3
119
0.4
7
0.6
5
1.2
1
0.2
1
0.2
0
0
1
0.3
144
0.5
2
0.3
2
0.5
0
0
3
0.5
1
0.2
1
0.2
195
0.4
7
0.6
5
1.1
0
0
3
0.3
0
0
1
0.5
66
0.4
2
0.3
1
0.2
1
0.2
0
0
1
0.4
1
1.5
38
0.5
0
0
1
0.8
1
0.6
0
0
0
0
0
0
28
0.3
2
0.8
0
0
0
0
0
0
1
0.7
--
--
Spousal/partner hiring program
6
0.8
486
0.8
5
0.3
4
0.5
1
0.1
10
0.8
6
0.5
5
1.1
291
0.8
3
0.5
1
0.3
0
0
5
0.9
3
0.5
1
1.4
121
1.2
1
0.6
1
0.9
1
0.6
3
1.7
1
0.6
0
0
74
0.4
1
0.1
2
0.6
0
0
2
0.3
2
0.5
3
1.3
149
0.7
0
0
2
0.8
0
0
4
1.2
1
0.2
2
0.8
160
0.9
3
1.4
0
0
0
0
1
0.5
2
0.7
3
0.8
221
0.7
2
0.2
2
0.5
1
0.2
5
0.8
3
0.5
3
0.8
260
0.8
3
0.4
2
0.5
0
0
5
0.8
3
0.5
4
0.7
319
0.7
3
0.2
2
0.4
1
0.1
5
0.6
6
0.6
2
1.0
163
1.0
2
0.3
2
0.5
0
0
5
1.4
0
0
1
1.5
91
1.2
2
0.6
0
0
0
0
4
2.9
0
0
1
0.8
72
0.8
0
0
2
0.7
0
0
1
0.5
0
0
--
--
Diversity
17
2.2
1275
2.0
19
1.0
47
5.4
117
8.6
8
0.6
11
0.9
11
2.5
684
1.9
2
0.3
24
6.2
53
8.2
1
0.2
3
0.5
1
1.4
214
2.2
7
4.0
7
6.1
17
10.8
0
0
5
3.0
5
1.9
377
2.0
10
1.0
16
4.4
47
8.4
7
1.2
3
0.7
7
3.0
369
1.7
1
0.2
10
4.0
31
7.8
2
0.6
3
0.6
4
1.7
383
2.1
1
0.5
19
8.2
36
9.5
0
0
0
0
5
1.3
567
1.8
12
1.1
25
5.8
57
9.6
4
0.6
8
1.3
12
3.1
669
2.1
7
1.0
21
4.8
58
8.0
4
0.6
3
0.5
11
1.9
674
1.4
7
0.6
17
3.8
74
7.9
3
0.3
4
0.4
4
2.0
573
3.5
12
2.1
29
7.3
42
10.3
5
1.4
7
2.9
0
0
253
3.5
9
2.8
9
7.5
16
9.5
2
1.5
1
1.0
4
3.0
320
3.5
3
1.1
20
7.2
26
10.8
3
1.4
6
4.2
--
--
Presence of others like me
5
0.6
370
0.6
10
0.6
11
1.3
9
0.7
3
0.2
1
0.1
4
0.9
180
0.5
1
0.2
4
1.0
3
0.5
0
0
1
0.2
0
0
54
0.6
0
0
1
0.9
2
1.3
1
0.6
0
0
1
0.4
136
0.7
9
0.9
6
1.6
4
0.7
2
0.3
0
0
2
0.9
96
0.4
0
0
2
0.8
1
0.2
0
0
1
0.2
2
0.8
104
0.6
1
0.5
3
1.3
3
0.8
0
0
0
0
2
0.5
154
0.5
7
0.6
4
0.9
1
0.2
2
0.3
1
0.2
3
0.8
207
0.7
3
0.4
7
1.6
8
1.1
1
0.2
0
0
2
0.3
153
0.3
5
0.4
3
0.7
2
0.2
2
0.2
1
0.1
2
1.0
210
1.3
5
0.9
8
2.0
7
1.7
0
0
0
0
2
3.1
76
1.0
3
0.9
0
0
0
0
0
0
0
0
0
0
134
1.4
2
0.8
8
2.9
7
2.9
0
0
0
0
--
--
My sense of "fit" here
24
3.1
2176
3.4
51
2.8
31
3.6
43
3.2
57
4.5
36
3.0
16
3.6
1036
2.9
10
1.6
13
3.4
7
1.1
16
3.0
16
2.5
1
1.4
345
3.5
7
4.0
4
3.5
3
1.9
6
3.3
8
4.8
7
2.6
795
4.2
34
3.4
14
3.9
33
5.9
35
6.2
12
2.9
7
3.0
661
3.0
4
0.9
13
5.2
4
1.0
10
2.9
14
2.9
9
3.8
544
3.0
6
2.9
3
1.3
7
1.9
7
3.3
8
2.7
12
3.1
1077
3.4
30
2.6
20
4.7
17
2.9
27
4.3
20
3.2
12
3.1
1064
3.4
19
2.8
11
2.5
25
3.4
28
4.4
15
2.6
22
3.9
1630
3.5
34
2.8
12
2.6
24
2.6
41
4.6
27
2.8
2
1.0
521
3.1
17
2.9
19
4.8
18
4.4
14
3.9
9
3.7
0
0
211
2.9
9
2.8
3
2.5
5
3.0
3
2.2
5
4.9
2
1.5
310
3.4
8
3.0
16
5.7
13
5.4
11
4.9
4
2.8
--
--
Geographic location
136
17.4
6988
10.8
142
7.8
134
15.5
215
15.8
85
6.7
230
18.9
85
19.1
4195
11.6
67
10.4
72
18.6
119
18.4
31
5.9
147
22.9
7
10.1
947
9.6
15
8.7
18
15.8
23
14.7
9
5.0
35
21.0
44
16.4
1846
9.8
60
5.9
44
12.1
73
13.1
45
8.0
48
11.8
46
19.8
2647
11.9
46
10.4
46
18.2
70
17.5
23
6.8
107
22.0
44
18.7
2042
11.1
21
10.1
38
16.3
69
18.2
9
4.3
63
21.3
76
19.7
3535
11.1
70
6.2
68
15.9
102
17.1
39
6.2
135
21.4
59
15.1
3289
10.4
71
10.4
65
15.0
111
15.2
45
7.1
94
16.4
93
16.3
5109
10.8
72
6.0
59
13.1
145
15.5
58
6.5
178
18.6
41
20.9
1745
10.5
68
11.7
73
18.3
69
16.9
26
7.2
51
20.9
16
24.6
802
11.0
36
11.3
28
23.3
30
17.9
10
7.3
21
20.6
25
19.1
943
10.2
32
12.1
45
16.1
39
16.2
16
7.2
30
21.1
--
--
Commute
21
2.7
1493
2.3
22
1.2
13
1.5
24
1.8
29
2.3
25
2.0
9
2.0
775
2.1
5
0.8
2
0.5
9
1.4
13
2.5
12
1.9
0
0
194
2.0
0
0
2
1.8
1
0.6
5
2.8
3
1.8
12
4.5
524
2.8
17
1.7
9
2.5
14
2.5
11
1.9
10
2.5
4
1.7
419
1.9
3
0.7
2
0.8
4
1.0
8
2.4
7
1.4
6
2.5
465
2.5
2
1.0
1
0.4
6
1.6
6
2.8
7
2.4
13
3.4
709
2.2
8
0.7
5
1.2
10
1.7
20
3.2
8
1.3
7
1.8
750
2.4
14
2.1
8
1.9
13
1.8
9
1.4
17
3.0
14
2.5
1051
2.2
11
0.9
5
1.1
18
1.9
20
2.2
20
2.1
7
3.6
414
2.5
11
1.9
6
1.5
6
1.5
9
2.5
5
2.0
0
0
170
2.3
3
0.9
0
0
2
1.2
5
3.6
0
0
7
5.3
244
2.6
8
3.0
6
2.1
4
1.7
4
1.8
5
3.5
--
--
Cost of living
24
3.1
3071
4.7
29
1.6
2
0.2
18
1.3
75
5.9
28
2.3
21
4.7
1876
5.2
16
2.5
1
0.3
11
1.7
36
6.8
19
3.0
1
1.4
549
5.5
1
0.6
0
0
4
2.5
12
6.6
6
3.6
2
0.8
646
3.4
12
1.2
1
0.3
3
0.5
27
4.8
3
0.7
12
5.2
991
4.5
12
2.7
1
0.4
4
1.0
24
7.1
14
2.9
9
3.8
1030
5.6
4
1.9
1
0.4
11
2.9
12
5.7
5
1.7
17
4.4
1681
5.3
25
2.2
1
0.2
11
1.8
36
5.8
17
2.7
7
1.8
1334
4.2
4
0.6
1
0.2
7
1.0
39
6.1
11
1.9
14
2.5
2140
4.5
12
1.0
2
0.4
9
1.0
55
6.2
18
1.9
10
5.1
899
5.4
16
2.7
0
0
9
2.2
18
5.0
9
3.7
7
10.8
500
6.8
10
3.1
0
0
7
4.2
11
8.0
4
3.9
3
2.3
399
4.3
6
2.3
0
0
2
0.8
7
3.1
5
3.5
--
--
Protections from service/assignments
3
0.4
214
0.3
3
0.2
4
0.5
6
0.4
5
0.4
2
0.2
2
0.5
79
0.2
0
0
0
0
5
0.8
1
0.2
2
0.3
1
1.4
88
0.9
1
0.6
1
0.9
0
0
2
1.1
0
0
0
0
47
0.2
2
0.2
3
0.8
1
0.2
2
0.3
0
0
0
0
50
0.2
0
0
0
0
4
1.0
2
0.6
1
0.2
2
0.8
42
0.2
0
0
1
0.4
1
0.3
0
0
1
0.3
3
0.8
111
0.3
1
0.1
0
0
4
0.7
1
0.2
1
0.2
0
0
97
0.3
2
0.3
4
0.9
2
0.3
4
0.6
1
0.2
2
0.3
134
0.3
2
0.2
1
0.2
4
0.4
5
0.6
1
0.1
1
0.5
77
0.5
1
0.2
3
0.8
2
0.5
0
0
1
0.4
1
1.5
42
0.6
0
0
1
0.8
1
0.6
0
0
0
0
0
0
35
0.4
1
0.4
2
0.7
1
0.4
0
0
1
0.7
--
--
Teaching load
27
3.5
2462
3.8
18
1.0
31
3.6
37
2.7
62
4.9
30
2.5
18
4.0
1429
4.0
10
1.6
19
4.9
21
3.2
35
6.7
9
1.4
1
1.4
421
4.2
2
1.2
1
0.9
4
2.5
12
6.6
4
2.4
8
3.0
612
3.2
6
0.6
11
3.0
12
2.1
15
2.6
17
4.2
10
4.3
829
3.7
6
1.4
14
5.6
9
2.3
19
5.6
9
1.9
9
3.8
700
3.8
4
1.9
7
3.0
15
4.0
18
8.5
6
2.0
13
3.4
1257
4.0
12
1.1
17
4.0
26
4.4
32
5.1
16
2.5
14
3.6
1144
3.6
6
0.9
14
3.2
11
1.5
29
4.5
14
2.4
18
3.1
1812
3.8
16
1.3
19
4.2
28
3.0
45
5.1
27
2.8
9
4.6
617
3.7
2
0.3
12
3.0
9
2.2
17
4.7
3
1.2
3
4.6
239
3.3
0
0
4
3.3
5
3.0
5
3.6
1
1.0
6
4.6
378
4.1
2
0.8
8
2.9
4
1.7
12
5.4
2
1.4
--
--
Manageable pressure to perform
33
4.2
2035
3.1
61
3.3
32
3.7
28
2.1
42
3.3
42
3.5
23
5.2
1110
3.1
7
1.1
14
3.6
12
1.9
15
2.9
22
3.4
0
0
403
4.1
5
2.9
3
2.6
2
1.3
7
3.9
7
4.2
10
3.7
522
2.8
49
4.8
15
4.1
14
2.5
20
3.5
13
3.2
10
4.3
593
2.7
4
0.9
8
3.2
4
1.0
10
2.9
14
2.9
14
6.0
629
3.4
3
1.4
11
4.7
10
2.6
6
2.8
12
4.0
14
3.6
1067
3.4
40
3.5
16
3.7
11
1.8
23
3.7
27
4.3
18
4.6
933
3.0
21
3.1
16
3.7
17
2.3
19
3.0
14
2.4
20
3.5
1531
3.2
42
3.5
19
4.2
19
2.0
30
3.4
34
3.5
11
5.6
485
2.9
17
2.9
13
3.3
9
2.2
11
3.1
8
3.3
5
7.7
244
3.3
9
2.8
3
2.5
3
1.8
7
5.1
4
3.9
6
4.6
241
2.6
8
3.0
10
3.6
6
2.5
4
1.8
4
2.8
--
--
Academic freedom
31
4.0
5022
7.8
87
4.8
41
4.7
80
5.9
49
3.9
111
9.1
18
4.0
3432
9.5
43
6.7
23
5.9
51
7.9
29
5.5
67
10.4
3
4.3
790
8.0
11
6.4
10
8.8
7
4.5
9
5.0
23
13.8
10
3.7
800
4.2
33
3.3
8
2.2
22
4.0
11
1.9
21
5.2
9
3.9
2079
9.3
26
5.9
12
4.8
29
7.3
22
6.5
44
9.1
10
4.3
1526
8.3
16
7.7
13
5.6
24
6.3
8
3.8
30
10.1
14
3.6
2771
8.7
57
5.0
23
5.4
50
8.4
29
4.6
63
10.0
17
4.3
2131
6.8
29
4.3
18
4.2
29
4.0
20
3.1
48
8.3
22
3.9
3526
7.5
51
4.2
28
6.2
51
5.5
29
3.3
92
9.6
7
3.6
1398
8.4
34
5.8
12
3.0
27
6.6
17
4.7
18
7.4
2
3.1
667
9.1
20
6.3
5
4.2
12
7.1
4
2.9
9
8.8
5
3.8
731
7.9
14
5.3
7
2.5
15
6.2
13
5.8
9
6.3
--
--
Tenure/promotion clarity or requirements
12
1.5
768
1.2
6
0.3
7
0.8
11
0.8
10
0.8
9
0.7
8
1.8
513
1.4
3
0.5
2
0.5
9
1.4
5
0.9
4
0.6
4
5.8
227
2.3
1
0.6
4
3.5
0
0
5
2.8
5
3.0
0
0
28
0.1
2
0.2
1
0.3
2
0.4
0
0
0
0
3
1.3
278
1.2
2
0.5
1
0.4
7
1.8
3
0.9
2
0.4
5
2.1
245
1.3
1
0.5
1
0.4
2
0.5
2
0.9
2
0.7
3
0.8
366
1.1
4
0.3
4
0.9
6
1.0
6
1.0
2
0.3
9
2.3
381
1.2
2
0.3
3
0.7
5
0.7
4
0.6
7
1.2
10
1.8
506
1.1
3
0.2
3
0.7
10
1.1
4
0.5
7
0.7
2
1.0
259
1.6
3
0.5
4
1.0
1
0.2
6
1.7
2
0.8
1
1.5
125
1.7
1
0.3
1
0.8
0
0
4
2.9
2
2.0
1
0.8
134
1.4
2
0.8
3
1.1
1
0.4
2
0.9
0
0
--
--
Quality of leadership
3
0.4
373
0.6
17
0.9
7
0.8
4
0.3
14
1.1
10
0.8
2
0.5
178
0.5
3
0.5
1
0.3
1
0.1
4
0.8
6
0.9
0
0
44
0.4
0
0
1
0.9
0
0
0
0
1
0.6
1
0.4
151
0.8
14
1.4
5
1.4
3
0.5
10
1.8
3
0.7
0
0
139
0.6
0
0
1
0.4
0
0
3
0.9
7
1.4
2
0.8
85
0.5
3
1.4
4
1.7
1
0.3
2
0.9
0
0
2
0.5
168
0.5
7
0.6
1
0.2
3
0.5
4
0.6
4
0.6
1
0.3
198
0.6
10
1.5
6
1.4
1
0.1
10
1.6
6
1.0
2
0.3
246
0.5
10
0.8
3
0.7
3
0.3
12
1.4
7
0.7
1
0.5
122
0.7
7
1.2
4
1.0
1
0.2
2
0.6
2
0.8
0
0
56
0.8
2
0.6
2
1.7
1
0.6
1
0.7
1
1.0
1
0.8
66
0.7
5
1.9
2
0.7
0
0
1
0.5
1
0.7
--
--
Patient care/client services
1
0.1
46
0.1
0
0
0
0
0
0
2
0.2
1
0.1
0
0
4
0.0
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
1
0.4
37
0.2
0
0
0
0
0
0
2
0.3
1
0.2
0
0
9
0.0
0
0
0
0
0
0
0
0
0
0
0
0
10
0.1
0
0
0
0
0
0
0
0
1
0.3
0
0
10
0.0
0
0
0
0
0
0
0
0
0
0
1
0.3
35
0.1
0
0
0
0
0
0
2
0.3
1
0.2
1
0.2
37
0.1
0
0
0
0
0
0
2
0.2
1
0.1
0
0
9
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
6
0.1
0
0
0
0
0
0
0
0
0
0
--
--
Other (Please specify)
14
1.8
1786
2.8
60
3.3
26
3.0
46
3.4
34
2.7
19
1.6
9
2.0
863
2.4
3
0.5
12
3.1
25
3.9
9
1.7
10
1.6
0
0
181
1.8
2
1.2
3
2.6
2
1.3
1
0.6
1
0.6
5
1.9
742
3.9
55
5.4
11
3.0
19
3.4
24
4.2
8
2.0
4
1.7
506
2.3
2
0.5
9
3.6
8
2.0
7
2.1
8
1.6
5
2.1
517
2.8
1
0.5
9
3.9
20
5.3
3
1.4
4
1.4
5
1.3
719
2.3
35
3.1
15
3.5
19
3.2
13
2.1
6
0.9
9
2.3
1021
3.2
25
3.7
11
2.5
26
3.6
19
3.0
12
2.1
9
1.6
1404
3.0
42
3.5
16
3.5
36
3.9
28
3.1
15
1.6
5
2.5
351
2.1
15
2.6
10
2.5
10
2.5
6
1.7
4
1.6
1
1.5
114
1.6
6
1.9
2
1.7
4
2.4
2
1.5
0
0
4
3.0
237
2.6
9
3.4
8
2.9
6
2.5
4
1.8
4
2.8
--
--
Other (Please specify)
0
0
226
0.3
6
0.3
5
0.6
4
0.3
6
0.5
0
0
0
0
108
0.3
0
0
2
0.5
3
0.5
0
0
0
0
0
0
16
0.2
0
0
1
0.9
0
0
1
0.6
0
0
0
0
102
0.5
6
0.6
2
0.6
1
0.2
5
0.9
0
0
0
0
59
0.3
0
0
1
0.4
1
0.2
0
0
0
0
0
0
78
0.4
0
0
2
0.9
2
0.5
1
0.5
0
0
0
0
96
0.3
4
0.3
3
0.7
1
0.2
4
0.6
0
0
0
0
123
0.4
2
0.3
2
0.5
3
0.4
2
0.3
0
0
0
0
170
0.4
4
0.3
4
0.9
3
0.3
5
0.6
0
0
0
0
55
0.3
2
0.3
1
0.2
1
0.2
1
0.3
0
0
0
0
17
0.2
0
0
0
0
1
0.6
1
0.7
0
0
0
0
38
0.4
2
0.8
1
0.4
0
0
0
0
0
0
--
--
There are no positive aspects
12
1.5
326
0.5
3
0.2
6
0.7
4
0.3
8
0.6
4
0.3
5
1.1
220
0.6
2
0.3
4
1.0
3
0.5
5
0.9
3
0.5
1
1.4
29
0.3
0
0
1
0.9
0
0
0
0
0
0
6
2.2
77
0.4
1
0.1
1
0.3
1
0.2
3
0.5
1
0.2
2
0.9
128
0.6
0
0
3
1.2
3
0.8
4
1.2
1
0.2
3
1.3
108
0.6
2
1.0
1
0.4
0
0
1
0.5
2
0.7
6
1.6
190
0.6
3
0.3
6
1.4
3
0.5
4
0.6
3
0.5
6
1.5
123
0.4
0
0
0
0
0
0
4
0.6
1
0.2
7
1.2
193
0.4
3
0.2
3
0.7
4
0.4
6
0.7
3
0.3
5
2.5
118
0.7
0
0
2
0.5
0
0
2
0.6
1
0.4
3
4.6
60
0.8
0
0
2
1.7
0
0
1
0.7
1
1.0
2
1.5
58
0.6
0
0
0
0
0
0
1
0.5
0
0
--
--
Decline to answer
16
2.0
999
1.5
19
1.0
16
1.9
25
1.8
28
2.2
13
1.1
8
1.8
523
1.4
9
1.4
5
1.3
14
2.2
9
1.7
6
0.9
2
2.9
116
1.2
1
0.6
1
0.9
1
0.6
2
1.1
1
0.6
6
2.2
360
1.9
9
0.9
10
2.8
10
1.8
17
3.0
6
1.5
6
2.6
353
1.6
8
1.8
1
0.4
8
2.0
7
2.1
3
0.6
2
0.8
245
1.3
1
0.5
5
2.1
7
1.9
3
1.4
4
1.4
7
1.8
536
1.7
14
1.2
9
2.1
16
2.7
12
1.9
4
0.6
9
2.3
431
1.4
5
0.7
7
1.6
9
1.2
16
2.5
9
1.6
9
1.6
544
1.1
11
0.9
5
1.1
12
1.3
15
1.7
8
0.8
6
3.1
424
2.6
7
1.2
10
2.5
13
3.2
11
3.1
5
2.0
3
4.6
228
3.1
3
0.9
5
4.2
8
4.8
5
3.6
3
2.9
3
2.3
196
2.1
4
1.5
5
1.8
5
2.1
6
2.7
2
1.4
Q267B
Worst aspects about working at your institution.
Quality of colleagues
9
1.1
1071
1.7
17
1.0
12
1.4
14
1.0
19
1.6
9
0.8
5
1.1
683
1.9
5
0.8
7
1.8
7
1.1
9
1.8
7
1.1
0
0
182
1.9
1
0.6
1
0.9
1
0.7
6
3.5
0
0
4
1.5
206
1.2
11
1.2
4
1.2
6
1.1
4
0.8
2
0.5
4
1.8
451
2.1
4
0.9
5
2.0
5
1.3
4
1.2
6
1.3
1
0.4
297
1.6
1
0.5
3
1.3
3
0.8
6
2.9
3
1.0
5
1.3
620
2.0
13
1.2
6
1.4
6
1.0
9
1.6
8
1.3
4
1.0
424
1.4
4
0.6
6
1.4
7
1.0
10
1.6
1
0.2
5
0.9
709
1.6
11
1.0
5
1.1
7
0.8
11
1.3
9
1.0
3
1.5
339
2.1
6
1.1
6
1.6
6
1.5
7
2.1
0
0
1
1.6
156
2.2
3
1.0
1
0.9
4
2.4
4
3.2
0
0
2
1.5
183
2.0
3
1.2
5
1.9
2
0.8
3
1.5
0
0
--
--
Support of colleagues
9
1.1
1270
2.0
21
1.2
11
1.3
10
0.8
26
2.2
25
2.1
6
1.4
720
2.1
7
1.1
7
1.8
2
0.3
12
2.4
14
2.2
0
0
180
1.9
2
1.2
1
0.9
1
0.7
1
0.6
7
4.3
3
1.1
370
2.1
12
1.3
3
0.9
7
1.3
13
2.5
4
1.0
5
2.2
421
2.0
3
0.7
3
1.2
3
0.8
7
2.2
8
1.7
1
0.4
380
2.1
4
2.0
3
1.3
1
0.3
5
2.4
8
2.7
5
1.3
578
1.9
11
1.0
3
0.7
5
0.8
10
1.8
16
2.7
4
1.0
657
2.1
10
1.6
7
1.7
5
0.7
15
2.4
9
1.6
8
1.4
918
2.0
11
1.0
5
1.1
9
1.0
18
2.1
22
2.4
0
0
331
2.1
10
1.9
6
1.6
1
0.2
6
1.8
3
1.3
0
0
118
1.7
6
2.0
2
1.8
1
0.6
3
2.4
0
0
0
0
213
2.4
4
1.6
4
1.5
0
0
3
1.5
3
2.3
--
--
Opportunities to collaborate with colleagues
4
0.5
582
0.9
18
1.1
4
0.5
9
0.7
16
1.3
9
0.8
2
0.5
289
0.8
6
1.0
3
0.8
2
0.3
7
1.4
6
1.0
1
1.4
122
1.3
3
1.8
0
0
0
0
1
0.6
1
0.6
1
0.4
171
1.0
9
1.0
1
0.3
7
1.3
8
1.6
2
0.5
1
0.4
186
0.9
3
0.7
2
0.8
3
0.8
5
1.6
1
0.2
1
0.4
150
0.8
2
1.0
1
0.5
1
0.3
2
1.0
7
2.4
2
0.5
313
1.0
11
1.0
2
0.5
5
0.8
11
1.9
5
0.8
2
0.5
262
0.9
7
1.1
2
0.5
4
0.6
5
0.8
4
0.7
2
0.3
371
0.8
10
0.9
2
0.5
5
0.5
9
1.1
8
0.9
2
1.0
196
1.2
7
1.3
2
0.5
3
0.8
7
2.1
1
0.4
2
3.2
87
1.2
1
0.3
1
0.9
1
0.6
2
1.6
1
1.0
0
0
109
1.2
6
2.4
1
0.4
2
0.8
5
2.4
0
0
--
--
Quality of graduate students
21
2.7
1793
2.9
24
1.4
28
3.3
38
2.8
40
3.4
36
3.1
17
3.8
1164
3.3
12
1.9
13
3.4
25
3.9
26
5.2
23
3.7
1
1.4
449
4.7
8
4.7
8
7.1
5
3.2
10
5.8
10
6.1
3
1.1
180
1.0
4
0.4
7
2.0
8
1.5
4
0.8
3
0.8
11
4.8
737
3.5
10
2.4
9
3.7
16
4.1
20
6.2
13
2.8
7
2.9
498
2.8
3
1.5
8
3.6
12
3.2
6
2.9
12
4.1
13
3.4
1168
3.9
16
1.5
16
3.8
24
4.1
23
4.0
26
4.3
8
2.0
603
2.0
8
1.3
11
2.6
14
1.9
17
2.8
10
1.8
20
3.5
1128
2.5
13
1.1
14
3.2
20
2.2
24
2.9
28
3.0
1
0.5
639
4.0
11
2.0
13
3.4
18
4.5
16
4.8
8
3.5
1
1.6
441
6.3
9
3.1
4
3.5
14
8.5
12
9.5
3
3.0
0
0
198
2.2
2
0.8
9
3.4
4
1.7
4
1.9
5
3.8
--
--
Quality of undergraduate students
22
2.8
1500
2.4
6
0.3
25
3.0
48
3.6
19
1.6
13
1.1
11
2.5
877
2.5
5
0.8
16
4.2
21
3.2
9
1.8
2
0.3
0
0
198
2.1
0
0
1
0.9
3
1.9
2
1.1
2
1.2
11
4.0
425
2.4
1
0.1
8
2.3
24
4.5
8
1.6
9
2.3
7
3.1
554
2.6
5
1.2
13
5.3
14
3.6
7
2.2
2
0.4
4
1.7
402
2.2
0
0
5
2.2
11
2.9
2
1.0
3
1.0
12
3.1
886
2.9
5
0.5
16
3.8
24
4.1
7
1.2
9
1.5
10
2.5
573
1.9
1
0.2
9
2.2
22
3.1
12
1.9
4
0.7
13
2.3
1064
2.3
4
0.3
13
2.9
35
3.8
11
1.3
8
0.9
8
4.1
404
2.5
2
0.4
9
2.4
13
3.2
7
2.1
4
1.7
3
4.8
222
3.2
2
0.7
3
2.6
9
5.5
3
2.4
2
2.0
5
3.8
182
2.0
0
0
6
2.2
4
1.7
4
1.9
2
1.5
--
--
Quality of facilities
15
1.9
3725
6.0
34
2.0
24
2.9
89
6.6
67
5.6
85
7.2
10
2.2
2364
6.8
16
2.6
11
2.9
46
7.1
25
5.0
51
8.1
1
1.4
560
5.8
1
0.6
7
6.2
9
5.8
13
7.5
12
7.4
4
1.5
801
4.5
17
1.8
6
1.7
34
6.3
29
5.6
22
5.7
6
2.6
1598
7.5
9
2.1
5
2.0
31
7.9
20
6.2
45
9.7
5
2.1
954
5.3
8
4.0
7
3.1
23
6.0
6
2.9
17
5.8
10
2.6
1974
6.5
23
2.1
17
4.1
40
6.8
30
5.2
45
7.5
5
1.3
1683
5.5
11
1.7
7
1.7
48
6.7
37
6.0
40
7.1
11
1.9
2972
6.5
26
2.3
15
3.4
73
7.9
56
6.7
77
8.3
3
1.5
701
4.4
8
1.5
8
2.1
16
4.0
10
3.0
8
3.5
1
1.6
291
4.2
6
2.0
1
0.9
5
3.0
3
2.4
4
4.0
2
1.5
410
4.6
2
0.8
7
2.6
11
4.6
7
3.4
4
3.0
--
--
Compensation
152
19.3
9053
14.5
263
15.3
102
12.2
314
23.4
125
10.5
193
16.4
69
15.5
4697
13.4
93
14.9
35
9.2
158
24.4
42
8.3
100
15.9
12
17.1
1086
11.3
22
13.0
12
10.6
24
15.6
5
2.9
21
12.9
71
26.1
3270
18.4
148
15.9
55
16.0
132
24.5
78
15.2
72
18.8
25
11.0
2790
13.1
69
16.2
25
10.2
94
23.9
34
10.6
78
16.9
46
19.3
2544
14.2
25
12.4
21
9.4
86
22.6
12
5.7
44
14.9
68
17.7
4434
14.6
187
17.4
44
10.6
131
22.2
62
10.9
106
17.7
83
20.9
4426
14.5
75
11.8
58
13.9
176
24.5
62
10.1
84
14.9
108
18.8
6772
14.9
166
14.5
48
10.9
214
23.2
93
11.1
153
16.4
41
21.0
2147
13.5
88
16.2
50
13.1
94
23.4
29
8.7
38
16.4
9
14.5
921
13.3
50
17.0
11
9.7
28
17.1
10
7.9
19
19.2
32
24.1
1226
13.8
38
15.3
39
14.6
66
27.7
19
9.2
19
14.4
--
--
Lack of support for research/creative work
51
6.5
4022
6.5
105
6.1
45
5.4
128
9.6
48
4.0
63
5.4
40
9.0
2793
8.0
63
10.1
30
7.9
88
13.6
27
5.3
45
7.2
7
10.0
641
6.7
13
7.7
7
6.2
17
11.0
8
4.6
10
6.1
4
1.5
588
3.3
29
3.1
8
2.3
23
4.3
13
2.5
8
2.1
22
9.7
1610
7.6
37
8.7
12
4.9
46
11.7
13
4.0
29
6.3
20
8.4
1377
7.7
26
12.9
21
9.4
46
12.1
15
7.2
19
6.4
29
7.5
1935
6.4
62
5.8
22
5.3
53
9.0
21
3.7
31
5.2
21
5.3
2028
6.6
42
6.6
23
5.5
74
10.3
27
4.4
32
5.7
35
6.1
2900
6.4
72
6.3
31
7.0
100
10.8
34
4.0
54
5.8
15
7.7
1049
6.6
32
5.9
14
3.7
28
7.0
12
3.6
8
3.5
5
8.1
522
7.5
19
6.5
5
4.4
15
9.2
7
5.6
4
4.0
10
7.5
527
5.9
13
5.2
9
3.4
13
5.5
5
2.4
4
3.0
--
--
Lack of support for teaching
20
2.5
954
1.5
28
1.6
15
1.8
16
1.2
9
0.8
16
1.4
10
2.2
381
1.1
12
1.9
4
1.1
3
0.5
3
0.6
5
0.8
0
0
81
0.8
3
1.8
1
0.9
2
1.3
2
1.1
3
1.8
10
3.7
492
2.8
13
1.4
10
2.9
11
2.0
4
0.8
8
2.1
7
3.1
251
1.2
9
2.1
5
2.0
1
0.2
3
0.9
5
1.1
3
1.3
244
1.4
3
1.5
1
0.5
4
1.1
0
0
2
0.7
9
2.3
448
1.5
17
1.6
7
1.7
7
1.2
4
0.7
8
1.3
11
2.8
479
1.6
11
1.7
8
1.9
9
1.2
4
0.7
8
1.4
13
2.3
747
1.6
18
1.6
5
1.1
12
1.3
6
0.7
14
1.5
7
3.6
193
1.2
10
1.9
9
2.4
4
1.0
3
0.9
2
0.9
3
4.8
91
1.3
5
1.7
0
0
2
1.2
2
1.6
0
0
4
3.0
102
1.1
5
2.0
9
3.4
2
0.8
1
0.5
2
1.5
--
--
Lack of support for professional development
7
0.9
990
1.6
53
3.1
8
0.9
33
2.5
18
1.5
17
1.4
4
0.9
458
1.3
15
2.4
5
1.3
14
2.2
4
0.8
12
1.9
0
0
93
1.0
2
1.2
1
0.9
5
3.2
4
2.3
0
0
3
1.1
439
2.5
36
3.9
2
0.6
14
2.6
10
1.9
5
1.3
1
0.4
264
1.2
10
2.4
3
1.2
7
1.8
3
0.9
6
1.3
3
1.3
311
1.7
5
2.5
3
1.3
11
2.9
2
1.0
9
3.0
2
0.5
433
1.4
34
3.2
3
0.7
9
1.5
7
1.2
11
1.8
5
1.3
542
1.8
19
3.0
5
1.2
22
3.1
11
1.8
6
1.1
4
0.7
682
1.5
26
2.3
6
1.4
19
2.1
13
1.6
11
1.2
3
1.5
293
1.9
27
5.0
2
0.5
13
3.2
5
1.5
4
1.7
1
1.6
149
2.1
17
5.8
1
0.9
5
3.0
2
1.6
2
2.0
2
1.5
144
1.6
10
4.0
1
0.4
8
3.4
3
1.5
2
1.5
--
--
Lack of assistance for grant proposals
14
1.8
1165
1.9
57
3.3
12
1.4
24
1.8
19
1.6
55
4.7
12
2.7
779
2.2
23
3.7
5
1.3
18
2.8
15
3.0
40
6.4
0
0
223
2.3
11
6.5
0
0
3
1.9
4
2.3
8
4.9
2
0.7
163
0.9
23
2.5
7
2.0
3
0.6
0
0
7
1.8
3
1.3
505
2.4
17
4.0
6
2.5
10
2.5
12
3.7
33
7.1
10
4.2
340
1.9
7
3.5
2
0.9
11
2.9
3
1.4
10
3.4
10
2.6
582
1.9
38
3.5
4
1.0
13
2.2
11
1.9
35
5.8
4
1.0
558
1.8
18
2.8
8
1.9
11
1.5
8
1.3
20
3.5
9
1.6
869
1.9
37
3.2
5
1.1
18
1.9
11
1.3
50
5.4
5
2.6
285
1.8
20
3.7
7
1.8
5
1.2
7
2.1
5
2.2
0
0
131
1.9
9
3.1
2
1.8
1
0.6
4
3.2
2
2.0
5
3.8
154
1.7
11
4.4
5
1.9
4
1.7
3
1.5
3
2.3
--
--
Childcare policies
3
0.4
1201
1.9
40
2.3
8
0.9
23
1.7
20
1.7
40
3.4
2
0.5
562
1.6
9
1.4
3
0.8
10
1.5
4
0.8
17
2.7
1
1.4
314
3.3
14
8.3
1
0.9
2
1.3
4
2.3
10
6.1
0
0
325
1.8
17
1.8
4
1.2
11
2.0
12
2.3
13
3.4
1
0.4
257
1.2
8
1.9
1
0.4
4
1.0
2
0.6
7
1.5
1
0.4
359
2.0
1
0.5
2
0.9
6
1.6
2
1.0
12
4.1
1
0.3
444
1.5
18
1.7
4
1.0
6
1.0
7
1.2
20
3.3
2
0.5
742
2.4
22
3.5
4
1.0
17
2.4
13
2.1
20
3.5
3
0.5
888
1.9
23
2.0
5
1.1
19
2.1
13
1.6
30
3.2
0
0
302
1.9
17
3.1
3
0.8
4
1.0
7
2.1
9
3.9
0
0
126
1.8
11
3.7
1
0.9
1
0.6
4
3.2
6
6.1
0
0
176
2.0
6
2.4
2
0.8
3
1.3
3
1.5
3
2.3
--
--
Spousal/partner hiring program
6
0.8
891
1.4
21
1.2
7
0.8
18
1.3
27
2.3
13
1.1
1
0.2
491
1.4
10
1.6
3
0.8
11
1.7
9
1.8
6
1.0
2
2.9
253
2.6
4
2.4
2
1.8
3
1.9
11
6.3
4
2.5
3
1.1
147
0.8
7
0.8
2
0.6
4
0.7
7
1.4
3
0.8
1
0.4
284
1.3
6
1.4
1
0.4
6
1.5
3
0.9
5
1.1
1
0.4
248
1.4
4
2.0
3
1.3
6
1.6
6
2.9
2
0.7
2
0.5
468
1.5
11
1.0
5
1.2
13
2.2
12
2.1
5
0.8
4
1.0
405
1.3
10
1.6
2
0.5
5
0.7
15
2.4
8
1.4
5
0.9
533
1.2
11
1.0
2
0.5
10
1.1
13
1.6
10
1.1
1
0.5
341
2.1
10
1.9
5
1.3
6
1.5
14
4.2
3
1.3
0
0
185
2.7
5
1.7
3
2.6
3
1.8
7
5.6
3
3.0
1
0.8
156
1.8
5
2.0
2
0.8
3
1.3
7
3.4
0
0
--
--
Lack of diversity
13
1.6
2272
3.6
29
1.7
1
0.1
4
0.3
40
3.4
24
2.0
6
1.4
1256
3.6
5
0.8
1
0.3
2
0.3
17
3.4
11
1.8
1
1.4
466
4.8
2
1.2
0
0
0
0
8
4.6
2
1.2
6
2.2
550
3.1
22
2.4
0
0
2
0.4
15
2.9
11
2.9
4
1.8
701
3.3
6
1.4
1
0.4
2
0.5
10
3.1
4
0.9
2
0.8
701
3.9
0
0
0
0
1
0.3
8
3.8
9
3.0
4
1.0
892
2.9
15
1.4
1
0.2
1
0.2
17
3.0
9
1.5
9
2.3
1325
4.3
14
2.2
0
0
3
0.4
23
3.8
15
2.7
8
1.4
1381
3.0
16
1.4
0
0
2
0.2
20
2.4
11
1.2
5
2.6
875
5.5
13
2.4
1
0.3
2
0.5
19
5.7
12
5.2
0
0
244
3.5
4
1.4
1
0.9
1
0.6
4
3.2
3
3.0
5
3.8
631
7.1
9
3.6
0
0
1
0.4
15
7.3
9
6.8
--
--
Absence of others like me
4
0.5
840
1.4
26
1.5
7
0.8
15
1.1
24
2.0
20
1.7
2
0.5
411
1.2
8
1.3
2
0.5
8
1.2
8
1.6
5
0.8
1
1.4
171
1.8
3
1.8
3
2.6
0
0
3
1.7
3
1.8
1
0.4
258
1.4
15
1.6
2
0.6
7
1.3
13
2.5
12
3.1
1
0.4
227
1.1
5
1.2
1
0.4
5
1.3
4
1.2
2
0.4
1
0.4
244
1.4
3
1.5
1
0.5
5
1.3
4
1.9
6
2.0
1
0.3
377
1.2
13
1.2
1
0.2
7
1.2
9
1.6
5
0.8
3
0.8
421
1.4
12
1.9
6
1.4
8
1.1
14
2.3
15
2.7
1
0.2
391
0.9
15
1.3
2
0.5
4
0.4
6
0.7
7
0.8
3
1.5
437
2.8
11
2.0
5
1.3
11
2.7
17
5.1
13
5.6
1
1.6
113
1.6
2
0.7
2
1.8
2
1.2
5
4.0
2
2.0
2
1.5
324
3.6
9
3.6
3
1.1
9
3.8
12
5.8
11
8.3
--
--
My sense of "fit" here
6
0.8
1288
2.1
38
2.2
9
1.1
18
1.3
30
2.5
29
2.5
5
1.1
717
2.0
13
2.1
4
1.1
10
1.5
14
2.8
18
2.9
0
0
222
2.3
3
1.8
1
0.9
2
1.3
4
2.3
2
1.2
1
0.4
349
2.0
22
2.4
4
1.2
6
1.1
12
2.3
9
2.3
1
0.4
411
1.9
6
1.4
3
1.2
4
1.0
8
2.5
9
1.9
4
1.7
378
2.1
7
3.5
2
0.9
7
1.8
6
2.9
11
3.7
3
0.8
616
2.0
21
2.0
4
1.0
10
1.7
15
2.6
13
2.2
2
0.5
637
2.1
17
2.7
5
1.2
8
1.1
14
2.3
16
2.8
5
0.9
936
2.1
24
2.1
5
1.1
13
1.4
23
2.7
19
2.0
1
0.5
334
2.1
11
2.0
4
1.1
5
1.2
7
2.1
10
4.3
1
1.6
119
1.7
5
1.7
2
1.8
1
0.6
2
1.6
5
5.0
0
0
215
2.4
6
2.4
2
0.8
4
1.7
5
2.4
5
3.8
--
--
Geographic location
17
2.2
2314
3.7
32
1.9
21
2.5
15
1.1
98
8.2
18
1.5
10
2.2
1307
3.7
11
1.8
7
1.8
4
0.6
57
11.3
7
1.1
3
4.3
549
5.7
6
3.5
8
7.1
3
1.9
18
10.3
4
2.5
4
1.5
458
2.6
15
1.6
6
1.7
8
1.5
23
4.5
7
1.8
5
2.2
786
3.7
9
2.1
7
2.9
1
0.2
32
10.0
4
0.9
5
2.1
633
3.5
2
1.0
1
0.5
3
0.8
26
12.4
4
1.4
7
1.8
1261
4.2
19
1.8
9
2.2
7
1.2
57
10.0
9
1.5
9
2.3
1013
3.3
13
2.0
12
2.9
7
1.0
41
6.7
8
1.4
15
2.6
1611
3.5
21
1.8
15
3.4
9
1.0
73
8.7
12
1.3
1
0.5
683
4.3
9
1.7
6
1.6
6
1.5
25
7.5
6
2.6
0
0
370
5.3
4
1.4
4
3.5
4
2.4
11
8.7
4
4.0
1
0.8
313
3.5
5
2.0
2
0.8
2
0.8
14
6.8
2
1.5
--
--
Commute
14
1.8
1269
2.0
132
7.7
41
4.9
65
4.8
11
0.9
23
2.0
6
1.4
502
1.4
25
4.0
17
4.5
20
3.1
0
0
6
1.0
1
1.4
170
1.8
8
4.7
1
0.9
12
7.8
3
1.7
5
3.1
7
2.6
597
3.4
99
10.7
23
6.7
33
6.1
8
1.6
12
3.1
4
1.8
313
1.5
19
4.5
16
6.6
14
3.6
0
0
4
0.9
2
0.8
282
1.6
7
3.5
10
4.5
19
5.0
1
0.5
4
1.4
9
2.3
582
1.9
74
6.9
14
3.4
29
4.9
5
0.9
7
1.2
5
1.3
659
2.2
56
8.8
27
6.5
35
4.9
6
1.0
15
2.7
12
2.1
924
2.0
87
7.6
20
4.5
41
4.5
9
1.1
20
2.1
2
1.0
334
2.1
43
7.9
21
5.5
24
6.0
2
0.6
3
1.3
1
1.6
144
2.1
25
8.5
5
4.4
12
7.3
0
0
0
0
1
0.8
190
2.1
18
7.3
16
6.0
12
5.0
2
1.0
3
2.3
--
--
Cost of living
29
3.7
2201
3.5
44
2.6
149
17.8
28
2.1
19
1.6
43
3.7
9
2.0
1056
3.0
4
0.6
62
16.3
9
1.4
1
0.2
22
3.5
3
4.3
393
4.1
3
1.8
27
23.9
5
3.2
3
1.7
4
2.5
17
6.2
752
4.2
37
4.0
60
17.4
14
2.6
15
2.9
17
4.4
5
2.2
607
2.9
0
0
40
16.4
4
1.0
1
0.3
17
3.7
5
2.1
621
3.5
3
1.5
37
16.5
8
2.1
1
0.5
8
2.7
10
2.6
1132
3.7
28
2.6
81
19.4
7
1.2
8
1.4
21
3.5
19
4.8
1026
3.4
15
2.4
67
16.1
20
2.8
11
1.8
21
3.7
26
4.5
1508
3.3
30
2.6
80
18.1
15
1.6
11
1.3
29
3.1
3
1.5
662
4.2
13
2.4
69
18.1
13
3.2
8
2.4
14
6.1
0
0
259
3.7
7
2.4
15
13.3
6
3.7
1
0.8
9
9.1
3
2.3
403
4.5
6
2.4
54
20.1
7
2.9
7
3.4
5
3.8
--
--
Too much service/too many assignments
39
5.0
4661
7.5
117
6.8
31
3.7
105
7.8
86
7.2
62
5.3
17
3.8
2934
8.4
47
7.6
12
3.1
50
7.7
39
7.7
32
5.1
6
8.6
528
5.5
6
3.5
2
1.8
14
9.1
5
2.9
8
4.9
16
5.9
1199
6.8
64
6.9
17
4.9
41
7.6
42
8.2
22
5.7
6
2.6
1700
8.0
29
6.8
6
2.5
30
7.6
21
6.5
26
5.6
13
5.5
1566
8.7
18
8.9
10
4.5
29
7.6
22
10.5
13
4.4
16
4.2
1889
6.2
61
5.7
15
3.6
39
6.6
36
6.3
28
4.7
23
5.8
2684
8.8
55
8.7
16
3.8
63
8.8
49
8.0
33
5.9
32
5.6
3750
8.2
85
7.4
18
4.1
77
8.3
68
8.1
52
5.6
6
3.1
855
5.4
31
5.7
13
3.4
27
6.7
18
5.4
9
3.9
0
0
300
4.3
19
6.5
2
1.8
10
6.1
5
4.0
3
3.0
6
4.5
555
6.2
12
4.8
11
4.1
17
7.1
13
6.3
6
4.5
--
--
Teaching load
43
5.5
3003
4.8
43
2.5
36
4.3
66
4.9
45
3.8
35
3.0
21
4.7
1417
4.0
28
4.5
12
3.1
18
2.8
19
3.8
18
2.9
5
7.1
488
5.1
6
3.5
7
6.2
8
5.2
5
2.9
6
3.7
17
6.2
1098
6.2
9
1.0
17
4.9
40
7.4
21
4.1
11
2.9
7
3.1
806
3.8
21
4.9
5
2.0
12
3.0
9
2.8
15
3.2
14
5.9
873
4.9
7
3.5
9
4.0
15
4.0
10
4.8
5
1.7
20
5.2
1284
4.2
31
2.9
19
4.6
26
4.4
21
3.7
14
2.3
23
5.8
1655
5.4
12
1.9
16
3.8
37
5.2
24
3.9
21
3.7
33
5.7
2165
4.8
25
2.2
16
3.6
44
4.8
33
3.9
28
3.0
9
4.6
799
5.0
18
3.3
19
5.0
22
5.5
11
3.3
7
3.0
5
8.1
378
5.4
12
4.1
6
5.3
7
4.3
3
2.4
3
3.0
4
3.0
421
4.7
6
2.4
13
4.8
15
6.3
8
3.9
4
3.0
--
--
Unrelenting pressure to perform
29
3.7
2184
3.5
93
5.4
20
2.4
39
2.9
30
2.5
46
3.9
15
3.4
1172
3.4
38
6.1
13
3.4
19
2.9
8
1.6
22
3.5
6
8.6
395
4.1
8
4.7
2
1.8
4
2.6
4
2.3
11
6.8
8
2.9
617
3.5
47
5.1
5
1.4
16
3.0
18
3.5
13
3.4
8
3.5
643
3.0
26
6.1
7
2.9
13
3.3
4
1.2
17
3.7
7
2.9
718
4.0
13
6.4
5
2.2
11
2.9
4
1.9
8
2.7
13
3.4
848
2.8
48
4.5
7
1.7
15
2.5
14
2.5
16
2.7
16
4.0
1288
4.2
42
6.6
13
3.1
22
3.1
16
2.6
29
5.2
23
4.0
1758
3.9
70
6.1
11
2.5
26
2.8
23
2.7
35
3.8
6
3.1
397
2.5
22
4.1
9
2.4
12
3.0
7
2.1
11
4.8
0
0
143
2.1
11
3.7
1
0.9
4
2.4
2
1.6
4
4.0
6
4.5
254
2.9
11
4.4
8
3.0
8
3.4
5
2.4
7
5.3
--
--
Academic freedom
41
5.2
528
0.8
20
1.2
47
5.6
15
1.1
57
4.8
9
0.8
29
6.5
303
0.9
12
1.9
23
6.0
6
0.9
32
6.3
5
0.8
5
7.1
77
0.8
2
1.2
5
4.4
3
1.9
7
4.0
2
1.2
7
2.6
148
0.8
6
0.7
19
5.5
6
1.1
18
3.5
2
0.5
9
4.0
190
0.9
9
2.1
12
4.9
3
0.8
17
5.3
3
0.7
20
8.4
156
0.9
3
1.5
14
6.2
7
1.8
16
7.7
2
0.7
24
6.2
282
0.9
16
1.5
20
4.8
9
1.5
36
6.3
6
1.0
16
4.0
229
0.8
4
0.6
27
6.5
6
0.8
20
3.3
3
0.5
24
4.2
354
0.8
12
1.1
26
5.9
10
1.1
40
4.8
4
0.4
16
8.2
158
1.0
7
1.3
20
5.2
5
1.2
17
5.1
5
2.2
4
6.5
66
0.9
3
1.0
6
5.3
1
0.6
5
4.0
4
4.0
12
9.0
92
1.0
4
1.6
14
5.2
4
1.7
12
5.8
1
0.8
--
--
Tenure/promotion clarity or requirements
16
2.0
1337
2.1
65
3.8
10
1.2
20
1.5
23
1.9
33
2.8
7
1.6
382
1.1
11
1.8
3
0.8
7
1.1
7
1.4
9
1.4
6
8.6
339
3.5
10
5.9
1
0.9
4
2.6
6
3.5
4
2.5
3
1.1
616
3.5
44
4.7
6
1.7
9
1.7
10
1.9
20
5.2
2
0.9
94
0.4
5
1.2
1
0.4
3
0.8
1
0.3
2
0.4
6
2.5
396
2.2
5
2.5
4
1.8
5
1.3
6
2.9
14
4.8
9
2.3
629
2.1
39
3.6
5
1.2
11
1.9
12
2.1
18
3.0
7
1.8
669
2.2
26
4.1
5
1.2
8
1.1
11
1.8
15
2.7
15
2.6
934
2.0
48
4.2
2
0.5
12
1.3
15
1.8
28
3.0
1
0.5
390
2.5
17
3.1
8
2.1
8
2.0
8
2.4
5
2.2
1
1.6
154
2.2
9
3.1
4
3.5
2
1.2
3
2.4
2
2.0
0
0
236
2.6
8
3.2
4
1.5
6
2.5
5
2.4
3
2.3
--
--
Quality of leadership
86
10.9
4009
6.4
68
4.0
43
5.1
40
3.0
38
3.2
63
5.4
57
12.8
2757
7.9
31
5.0
25
6.6
26
4.0
21
4.2
39
6.2
3
4.3
432
4.5
5
3.0
4
3.5
7
4.5
1
0.6
8
4.9
26
9.6
820
4.6
32
3.4
14
4.1
7
1.3
16
3.1
16
4.2
36
15.9
1774
8.3
22
5.2
18
7.4
16
4.1
15
4.7
31
6.7
22
9.2
1246
6.9
9
4.5
13
5.8
13
3.4
7
3.4
17
5.8
52
13.5
2172
7.2
44
4.1
28
6.7
20
3.4
22
3.9
37
6.2
33
8.3
1740
5.7
23
3.6
15
3.6
19
2.6
16
2.6
25
4.4
64
11.1
3117
6.8
51
4.5
28
6.3
23
2.5
26
3.1
55
5.9
20
10.3
799
5.0
17
3.1
14
3.7
14
3.5
9
2.7
6
2.6
7
11.3
373
5.4
10
3.4
7
6.2
3
1.8
2
1.6
2
2.0
13
9.8
426
4.8
7
2.8
7
2.6
11
4.6
7
3.4
4
3.0
--
--
Patient care/client services
1
0.1
36
0.1
0
0
0
0
0
0
0
0
2
0.2
0
0
10
0.0
0
0
0
0
0
0
0
0
1
0.2
0
0
5
0.1
0
0
0
0
0
0
0
0
0
0
1
0.4
21
0.1
0
0
0
0
0
0
0
0
1
0.3
0
0
7
0.0
0
0
0
0
0
0
0
0
1
0.2
0
0
11
0.1
0
0
0
0
0
0
0
0
0
0
1
0.3
11
0.0
0
0
0
0
0
0
0
0
0
0
0
0
24
0.1
0
0
0
0
0
0
0
0
2
0.4
1
0.2
30
0.1
0
0
0
0
0
0
0
0
2
0.2
0
0
5
0.0
0
0
0
0
0
0
0
0
0
0
0
0
0
0
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
--
--
Other (Please specify)
73
9.3
4663
7.5
187
10.9
71
8.5
89
6.6
131
11.0
124
10.6
47
10.6
2687
7.7
74
11.9
39
10.2
40
6.2
56
11.1
66
10.5
3
4.3
571
5.9
18
10.7
6
5.3
10
6.5
21
12.1
13
8.0
23
8.5
1405
7.9
95
10.2
26
7.6
39
7.2
54
10.5
45
11.7
25
11.0
1770
8.3
50
11.7
24
9.8
29
7.4
41
12.8
52
11.2
26
10.9
1266
7.0
25
12.4
23
10.3
23
6.0
20
9.6
36
12.2
29
7.5
2149
7.1
127
11.8
35
8.4
40
6.8
49
8.6
52
8.7
44
11.1
2388
7.8
59
9.3
36
8.6
45
6.3
81
13.2
70
12.4
54
9.4
3778
8.3
143
12.5
44
9.9
69
7.5
108
12.8
103
11.1
17
8.7
810
5.1
36
6.6
27
7.1
20
5.0
21
6.3
20
8.7
6
9.7
289
4.2
19
6.5
8
7.1
9
5.5
6
4.8
6
6.1
11
8.3
521
5.8
17
6.8
19
7.1
11
4.6
15
7.3
14
10.6
--
--
Other (Please specify)
20
2.5
906
1.4
48
2.8
13
1.6
20
1.5
24
2.0
22
1.9
13
2.9
554
1.6
11
1.8
7
1.8
9
1.4
12
2.4
12
1.9
0
0
87
0.9
4
2.4
1
0.9
2
1.3
7
4.0
1
0.6
7
2.6
265
1.5
33
3.5
5
1.4
9
1.7
5
1.0
9
2.3
9
4.0
402
1.9
8
1.9
6
2.5
7
1.8
8
2.5
11
2.4
6
2.5
226
1.3
4
2.0
3
1.3
4
1.1
5
2.4
6
2.0
7
1.8
466
1.5
30
2.8
8
1.9
8
1.4
10
1.8
9
1.5
13
3.3
408
1.3
17
2.7
5
1.2
11
1.5
14
2.3
13
2.3
16
2.8
726
1.6
29
2.5
7
1.6
16
1.7
19
2.3
19
2.0
4
2.0
158
1.0
15
2.8
6
1.6
4
1.0
5
1.5
3
1.3
2
3.2
51
0.7
5
1.7
2
1.8
2
1.2
2
1.6
0
0
2
1.5
107
1.2
10
4.0
4
1.5
2
0.8
3
1.5
3
2.3
--
--
There are no positive aspects
7
0.9
1220
2.0
44
2.6
18
2.1
10
0.8
49
4.1
22
1.9
3
0.7
557
1.6
11
1.8
5
1.3
2
0.3
12
2.4
14
2.2
0
0
155
1.6
0
0
2
1.8
2
1.3
3
1.7
0
0
4
1.5
508
2.9
33
3.5
11
3.2
6
1.1
34
6.6
8
2.1
3
1.3
458
2.1
8
1.9
4
1.6
2
0.5
8
2.5
15
3.2
1
0.4
218
1.2
3
1.5
6
2.7
1
0.3
4
1.9
0
0
4
1.0
751
2.5
31
2.9
10
2.4
9
1.5
31
5.4
16
2.7
3
0.8
432
1.4
13
2.0
8
1.9
1
0.1
17
2.8
6
1.1
4
0.7
801
1.8
32
2.8
9
2.0
7
0.8
32
3.8
15
1.6
3
1.5
404
2.5
12
2.2
9
2.4
3
0.8
16
4.8
7
3.0
2
3.2
210
3.0
8
2.7
3
2.6
3
1.8
7
5.6
2
2.0
1
0.8
194
2.2
4
1.6
6
2.2
0
0
9
4.4
5
3.8
--
--
Decline to answer
16
2.0
1353
2.2
47
2.7
20
2.4
28
2.1
36
3.0
25
2.1
9
2.0
679
1.9
17
2.7
7
1.8
13
2.0
10
2.0
12
1.9
2
2.9
176
1.8
1
0.6
1
0.9
3
1.9
5
2.9
2
1.2
5
1.8
498
2.8
29
3.1
12
3.5
12
2.2
21
4.1
11
2.9
8
3.5
480
2.3
13
3.0
3
1.2
8
2.0
9
2.8
12
2.6
1
0.4
307
1.7
4
2.0
6
2.7
8
2.1
2
1.0
4
1.4
7
1.8
736
2.4
29
2.7
11
2.6
16
2.7
15
2.6
15
2.5
9
2.3
584
1.9
18
2.8
9
2.2
11
1.5
21
3.4
10
1.8
7
1.2
775
1.7
26
2.3
3
0.7
13
1.4
23
2.7
17
1.8
9
4.6
541
3.4
19
3.5
16
4.2
15
3.7
12
3.6
7
3.0
6
9.7
290
4.2
8
2.7
10
8.8
8
4.9
5
4.0
4
4.0
3
2.3
251
2.8
11
4.4
6
2.2
7
2.9
7
3.4
3
2.3
Q270NS
None
(Answered)
319
78.0
24398
73.5
667
72.1
315
70.2
530
75.4
447
68.0
462
74.6
182
78.1
14031
76.0
258
78.7
144
71.6
263
78.3
188
69.1
253
77.1
27
75.0
3636
72.0
64
73.6
47
79.7
60
75.0
72
78.3
65
78.3
110
78.6
6731
69.7
345
67.7
124
65.6
207
72.1
187
63.8
144
69.2
91
74.0
8624
75.8
177
78.3
94
72.3
156
75.4
122
68.9
194
78.2
99
81.8
7076
75.2
80
76.2
85
70.8
155
79.1
74
68.5
112
74.2
157
77.7
11662
71.5
420
72.5
153
68.3
225
72.3
217
67.4
228
71.2
159
77.9
12150
75.3
243
71.7
160
71.8
291
77.8
225
68.2
228
77.8
238
80.4
18310
76.0
459
75.0
175
75.4
382
79.4
323
70.5
374
76.8
76
72.4
5697
66.5
195
66.3
137
65.5
140
65.7
115
61.5
84
67.2
23
63.9
2401
63.2
111
68.9
42
64.6
46
51.7
45
62.5
29
54.7
53
76.8
3296
69.1
84
63.2
95
66.0
94
75.8
70
60.9
55
76.4
--
--
Decline to answer
90
22.0
8778
26.5
258
27.9
134
29.8
173
24.6
210
32.0
157
25.4
51
21.9
4437
24.0
70
21.3
57
28.4
73
21.7
84
30.9
75
22.9
9
25.0
1416
28.0
23
26.4
12
20.3
20
25.0
20
21.7
18
21.7
30
21.4
2925
30.3
165
32.4
65
34.4
80
27.9
106
36.2
64
30.8
32
26.0
2761
24.2
49
21.7
36
27.7
51
24.6
55
31.1
54
21.8
22
18.2
2327
24.8
25
23.8
35
29.2
41
20.9
34
31.5
39
25.8
45
22.3
4637
28.4
159
27.5
71
31.7
86
27.6
105
32.6
92
28.8
45
22.1
3987
24.7
96
28.3
63
28.2
83
22.2
105
31.8
65
22.2
58
19.6
5788
24.0
153
25.0
57
24.6
99
20.6
135
29.5
113
23.2
29
27.6
2872
33.5
99
33.7
72
34.5
73
34.3
72
38.5
41
32.8
13
36.1
1396
36.8
50
31.1
23
35.4
43
48.3
27
37.5
24
45.3
16
23.2
1476
30.9
49
36.8
49
34.0
30
24.2
45
39.1
17
23.6