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
209
34.5
12307
35.6
387
45.5
233
45.2
171
28.6
203
37.7
217
26.4
86
30.5
5930
31.8
142
37.3
84
33.3
82
26.3
103
34.1
107
22.4
37
32.5
2251
36.4
56
54.9
37
45.1
24
33.8
30
39.0
38
24.8
86
41.1
4126
42.1
189
51.5
112
61.9
65
30.4
70
44.0
72
37.7
45
32.4
3928
35.9
90
38.6
50
37.3
52
30.2
81
37.2
79
25.6
42
26.9
2714
28.8
59
35.1
48
34.5
48
25.1
49
34.3
31
16.8
103
35.9
6253
35.8
194
46.0
114
43.0
76
28.0
109
37.3
116
25.4
101
33.2
5901
35.3
186
45.6
115
47.5
92
29.0
92
38.5
95
27.6
162
37.0
9632
37.5
303
46.6
118
44.2
127
29.5
157
36.2
183
29.2
47
28.1
2656
30.2
84
42.0
115
46.4
44
26.4
46
44.2
34
17.4
12
20.7
935
25.1
26
29.9
27
31.4
14
20.9
17
40.5
11
11.2
35
32.1
1721
33.9
58
51.3
88
54.3
30
30.0
29
46.8
23
23.5
--
--
Somewhat agree
183
30.2
10084
29.1
254
29.9
135
26.2
178
29.8
153
28.4
239
29.1
88
31.2
5380
28.9
121
31.8
69
27.4
91
29.2
84
27.8
126
26.4
36
31.6
1847
29.9
24
23.5
25
30.5
18
25.4
21
27.3
56
36.6
59
28.2
2857
29.2
109
29.7
41
22.6
69
32.2
48
30.2
57
29.8
44
31.6
3113
28.5
79
33.9
36
26.9
41
23.8
63
28.9
79
25.6
51
32.7
2798
29.7
48
28.6
39
28.1
64
33.5
35
24.5
56
30.3
80
27.9
5047
28.9
124
29.4
72
27.2
82
30.3
80
27.4
131
28.7
100
32.9
4927
29.5
121
29.7
63
26.0
94
29.6
72
30.1
103
29.9
136
31.1
7565
29.4
199
30.6
69
25.8
134
31.2
123
28.3
183
29.2
47
28.1
2493
28.4
55
27.5
66
26.6
44
26.4
30
28.9
56
28.6
19
32.8
1125
30.2
29
33.3
28
32.6
21
31.3
12
28.6
28
28.6
28
25.7
1368
27.0
26
23.0
38
23.5
23
23.0
18
29.0
28
28.6
--
--
Neither agree nor disagree
64
10.6
4330
12.5
68
8.0
58
11.3
79
13.2
71
13.2
111
13.5
31
11.0
2549
13.7
39
10.2
37
14.7
42
13.5
45
14.9
72
15.1
10
8.8
696
11.3
6
5.9
12
14.6
9
12.7
12
15.6
18
11.8
23
11.0
1085
11.1
23
6.3
9
5.0
28
13.1
14
8.8
21
11.0
14
10.1
1402
12.8
23
9.9
14
10.4
26
15.1
29
13.3
41
13.3
18
11.5
1323
14.1
18
10.7
22
15.8
22
11.5
21
14.7
31
16.8
34
11.8
2305
13.2
39
9.2
32
12.1
41
15.1
40
13.7
68
14.9
29
9.5
1968
11.8
29
7.1
23
9.5
37
11.7
31
13.0
43
12.5
43
9.8
3014
11.7
42
6.5
33
12.4
51
11.9
63
14.5
80
12.8
21
12.6
1298
14.8
26
13.0
25
10.1
28
16.8
8
7.7
31
15.8
9
15.5
644
17.3
15
17.2
12
13.9
12
17.9
4
9.5
20
20.4
12
11.0
654
12.9
11
9.7
13
8.0
16
16.0
4
6.5
11
11.2
--
--
Somewhat disagree
48
7.9
3141
9.1
60
7.1
29
5.6
68
11.4
48
8.9
107
13.0
23
8.2
1968
10.6
33
8.7
19
7.5
38
12.2
35
11.6
77
16.1
13
11.4
543
8.8
7
6.9
2
2.4
9
12.7
7
9.1
16
10.5
12
5.7
630
6.4
20
5.5
8
4.4
21
9.8
6
3.8
14
7.3
12
8.6
1056
9.7
16
6.9
10
7.5
19
11.1
25
11.5
42
13.6
12
7.7
1043
11.1
17
10.1
10
7.2
26
13.6
13
9.1
38
20.5
26
9.1
1558
8.9
28
6.6
15
5.7
33
12.2
33
11.3
60
13.1
21
6.9
1536
9.2
31
7.6
14
5.8
33
10.4
14
5.9
43
12.5
31
7.1
2308
9.0
45
6.9
15
5.6
48
11.2
41
9.4
71
11.3
17
10.2
817
9.3
15
7.5
14
5.7
20
12.0
7
6.7
36
18.4
7
12.1
353
9.5
6
6.9
7
8.1
9
13.4
3
7.1
16
16.3
10
9.2
464
9.2
9
8.0
7
4.3
11
11.0
4
6.5
20
20.4
--
--
Strongly disagree
55
9.1
2266
6.5
36
4.2
29
5.6
55
9.2
26
4.8
78
9.5
34
12.1
1537
8.2
19
5.0
21
8.3
36
11.5
16
5.3
63
13.2
8
7.0
330
5.3
3
2.9
3
3.7
4
5.6
3
3.9
7
4.6
13
6.2
399
4.1
14
3.8
5
2.8
15
7.0
7
4.4
8
4.2
13
9.3
831
7.6
11
4.7
13
9.7
22
12.8
9
4.1
47
15.3
22
14.1
776
8.2
10
6.0
9
6.5
18
9.4
10
7.0
16
8.7
26
9.1
1217
7.0
15
3.5
18
6.8
26
9.6
13
4.5
51
11.2
28
9.2
1008
6.0
18
4.4
11
4.5
28
8.8
12
5.0
25
7.3
35
8.0
1513
5.9
28
4.3
14
5.2
39
9.1
22
5.1
58
9.3
20
12.0
740
8.4
8
4.0
15
6.0
16
9.6
4
3.9
20
10.2
5
8.6
297
8.0
3
3.5
7
8.1
4
6.0
1
2.4
13
13.3
15
13.8
443
8.7
5
4.4
8
4.9
12
12.0
3
4.8
7
7.1
--
--
I don't know
28
4.6
1700
4.9
25
2.9
25
4.8
34
5.7
27
5.0
47
5.7
11
3.9
877
4.7
16
4.2
18
7.1
17
5.5
13
4.3
23
4.8
6
5.3
340
5.5
3
2.9
3
3.7
6
8.4
4
5.2
13
8.5
11
5.3
483
4.9
6
1.6
4
2.2
11
5.1
10
6.3
11
5.8
5
3.6
407
3.7
9
3.9
9
6.7
10
5.8
7
3.2
17
5.5
7
4.5
532
5.7
8
4.8
9
6.5
9
4.7
11
7.7
7
3.8
10
3.5
673
3.9
12
2.8
10
3.8
9
3.3
12
4.1
19
4.2
18
5.9
1002
6.0
13
3.2
14
5.8
25
7.9
14
5.9
26
7.6
20
4.6
1189
4.6
18
2.8
13
4.9
25
5.8
21
4.8
33
5.3
8
4.8
500
5.7
7
3.5
12
4.8
9
5.4
6
5.8
14
7.1
3
5.2
218
5.9
4
4.6
5
5.8
4
6.0
3
7.1
9
9.2
5
4.6
282
5.6
3
2.6
7
4.3
5
5.0
3
4.8
5
5.1
--
--
Decline to answer
14
2.3
654
1.9
17
2.0
5
1.0
10
1.7
6
1.1
15
1.8
6
2.1
331
1.8
8
2.1
3
1.2
5
1.6
3
1.0
6
1.3
3
2.6
147
2.4
3
2.9
0
0
1
1.4
0
0
3
2.0
5
2.4
176
1.8
6
1.6
2
1.1
4
1.9
3
1.9
6
3.1
4
2.9
176
1.6
5
2.1
1
0.8
2
1.2
3
1.4
3
1.0
3
1.9
186
2.0
5
3.0
2
1.4
3
1.6
1
0.7
3
1.6
5
1.7
326
1.9
7
1.7
3
1.1
4
1.5
4
1.4
7
1.5
7
2.3
318
1.9
10
2.5
2
0.8
6
1.9
2
0.8
7
2.0
9
2.0
395
1.5
12
1.9
4
1.5
5
1.2
3
0.7
12
1.9
5
3.0
250
2.8
5
2.5
1
0.4
5
3.0
3
2.9
3
1.5
2
3.5
125
3.4
4
4.6
0
0
2
3.0
2
4.8
0
0
3
2.8
125
2.5
1
0.9
1
0.6
3
3.0
1
1.6
3
3.1
--
--
Not applicable
4
0.7
119
0.3
3
0.3
1
0.2
2
0.3
4
0.7
8
1.0
3
1.1
60
0.3
3
0.8
1
0.4
1
0.3
3
1.0
4
0.8
1
0.9
25
0.4
0
0
0
0
0
0
0
0
2
1.3
0
0
34
0.3
0
0
0
0
1
0.5
1
0.6
2
1.1
2
1.4
25
0.2
0
0
1
0.8
0
0
1
0.5
0
0
1
0.6
41
0.4
3
1.8
0
0
1
0.5
3
2.1
3
1.6
3
1.1
66
0.4
3
0.7
1
0.4
0
0
1
0.3
5
1.1
0
0
51
0.3
0
0
0
0
2
0.6
2
0.8
2
0.6
2
0.5
81
0.3
3
0.5
1
0.4
1
0.2
4
0.9
6
1.0
2
1.2
38
0.4
0
0
0
0
1
0.6
0
0
2
1.0
1
1.7
22
0.6
0
0
0
0
1
1.5
0
0
1
1.0
1
0.9
16
0.3
0
0
0
0
0
0
0
0
1
1.0
Q250A
Department as a place to work
Very satisfied
184
30.4
11644
33.7
348
40.9
222
43.2
174
29.1
175
32.6
248
30.2
78
27.7
5830
31.3
126
33.1
93
37.0
86
27.6
91
30.1
135
28.2
27
23.7
2167
35.1
46
45.1
35
42.7
21
29.6
23
29.9
38
24.8
79
37.8
3647
37.3
176
48.0
94
51.9
67
31.3
61
38.6
75
39.5
42
30.2
3857
35.3
84
36.0
57
42.9
54
31.4
72
33.0
101
32.8
38
24.4
2619
27.8
50
29.8
48
34.5
49
25.6
43
30.1
44
23.8
89
31.0
6149
35.3
184
43.6
116
43.8
86
31.7
100
34.4
145
31.8
90
29.6
5345
32.0
156
38.2
104
43.1
86
27.1
73
30.5
96
27.9
146
33.3
9036
35.2
276
42.5
114
42.7
125
29.1
132
30.5
206
33.0
38
22.8
2585
29.4
72
36.0
108
43.7
49
29.3
43
41.4
42
21.4
10
17.2
1022
27.5
28
32.2
32
37.6
20
29.9
21
50.0
17
17.4
28
25.7
1563
30.8
44
38.9
76
46.9
29
29.0
22
35.5
25
25.5
--
--
Satisfied
258
42.6
13010
37.6
305
35.9
173
33.7
246
41.2
202
37.6
315
38.4
116
41.1
6968
37.4
144
37.8
87
34.7
130
41.7
110
36.4
173
36.2
60
52.6
2316
37.5
36
35.3
26
31.7
30
42.2
32
41.6
68
44.4
82
39.2
3726
38.1
125
34.1
60
33.1
86
40.2
60
38.0
74
39.0
55
39.6
3983
36.4
87
37.3
43
32.3
73
42.4
79
36.2
104
33.8
66
42.3
3638
38.7
63
37.5
50
36.0
78
40.8
51
35.7
74
40.0
128
44.6
6528
37.4
152
36.0
88
33.2
111
41.0
104
35.7
176
38.6
127
41.8
6342
38.0
148
36.3
81
33.6
133
42.0
96
40.2
131
38.1
189
43.1
9696
37.7
224
34.5
90
33.7
180
41.9
174
40.2
241
38.6
69
41.3
3281
37.3
81
40.5
83
33.6
66
39.5
28
26.9
74
37.8
26
44.8
1497
40.3
36
41.4
28
32.9
29
43.3
8
19.1
38
38.8
43
39.5
1784
35.2
45
39.8
55
34.0
37
37.0
20
32.3
36
36.7
--
--
Neither satisfied nor dissatisfied
63
10.4
4342
12.6
77
9.1
58
11.3
73
12.2
76
14.2
127
15.5
32
11.3
2441
13.1
37
9.7
32
12.8
39
12.5
45
14.9
81
16.9
10
8.8
750
12.1
10
9.8
12
14.6
10
14.1
13
16.9
22
14.4
21
10.1
1151
11.8
30
8.2
14
7.7
24
11.2
18
11.4
24
12.6
13
9.3
1339
12.2
24
10.3
16
12.0
17
9.9
29
13.3
53
17.2
20
12.8
1303
13.8
16
9.5
17
12.2
29
15.2
23
16.1
29
15.7
21
7.3
2165
12.4
43
10.2
31
11.7
33
12.2
43
14.8
71
15.6
39
12.8
2121
12.7
34
8.3
26
10.8
39
12.3
33
13.8
53
15.4
43
9.8
2996
11.7
58
8.9
34
12.7
48
11.2
59
13.6
87
13.9
20
12.0
1321
15.0
19
9.5
24
9.7
25
15.0
17
16.4
40
20.4
8
13.8
580
15.6
11
12.6
11
12.9
11
16.4
7
16.7
24
24.5
12
11.0
741
14.6
8
7.1
13
8.0
14
14.0
10
16.1
16
16.3
--
--
Dissatisfied
56
9.3
3259
9.4
65
7.7
30
5.8
66
11.1
57
10.6
80
9.7
27
9.6
1956
10.5
41
10.8
19
7.6
37
11.9
35
11.6
54
11.3
12
10.5
538
8.7
2
2.0
4
4.9
8
11.3
7
9.1
15
9.8
17
8.1
765
7.8
22
6.0
7
3.9
21
9.8
15
9.5
11
5.8
13
9.3
1030
9.4
21
9.0
7
5.3
17
9.9
26
11.9
25
8.1
17
10.9
1072
11.4
22
13.1
13
9.3
21
11.0
15
10.5
29
15.7
28
9.8
1507
8.6
24
5.7
14
5.3
27
10.0
30
10.3
36
7.9
28
9.2
1707
10.2
37
9.1
16
6.6
36
11.4
27
11.3
44
12.8
32
7.3
2438
9.5
54
8.3
15
5.6
50
11.6
48
11.1
60
9.6
24
14.4
806
9.2
11
5.5
15
6.1
16
9.6
9
8.7
20
10.2
10
17.2
316
8.5
3
3.5
5
5.9
4
6.0
4
9.5
8
8.2
14
12.8
490
9.7
8
7.1
10
6.2
12
12.0
5
8.1
12
12.2
--
--
Very dissatisfied
36
6.0
1939
5.6
39
4.6
29
5.6
32
5.4
23
4.3
38
4.6
25
8.9
1253
6.7
26
6.8
20
8.0
17
5.5
18
6.0
30
6.3
4
3.5
317
5.1
5
4.9
5
6.1
2
2.8
2
2.6
8
5.2
7
3.4
369
3.8
8
2.2
4
2.2
13
6.1
3
1.9
0
0
13
9.3
618
5.7
11
4.7
10
7.5
8
4.7
8
3.7
23
7.5
13
8.3
693
7.4
15
8.9
11
7.9
14
7.3
11
7.7
7
3.8
18
6.3
907
5.2
11
2.6
15
5.7
13
4.8
11
3.8
23
5.0
17
5.6
986
5.9
26
6.4
13
5.4
18
5.7
9
3.8
14
4.1
25
5.7
1284
5.0
29
4.5
13
4.9
22
5.1
18
4.2
24
3.8
11
6.6
643
7.3
10
5.0
16
6.5
10
6.0
5
4.8
14
7.1
3
5.2
234
6.3
5
5.8
9
10.6
3
4.5
1
2.4
10
10.2
8
7.3
409
8.1
5
4.4
7
4.3
7
7.0
4
6.5
4
4.1
--
--
Decline to answer
6
1.0
325
0.9
13
1.5
2
0.4
5
0.8
4
0.7
11
1.3
3
1.1
144
0.8
5
1.3
0
0
2
0.6
3
1.0
3
0.6
0
0
79
1.3
3
2.9
0
0
0
0
0
0
2
1.3
3
1.4
102
1.0
5
1.4
2
1.1
3
1.4
1
0.6
6
3.2
2
1.4
77
0.7
4
1.7
0
0
2
1.2
4
1.8
1
0.3
2
1.3
77
0.8
2
1.2
0
0
0
0
0
0
2
1.1
1
0.3
145
0.8
6
1.4
1
0.4
0
0
3
1.0
4
0.9
3
1.0
175
1.1
6
1.5
1
0.4
5
1.6
1
0.4
6
1.7
3
0.7
189
0.7
6
0.9
1
0.4
4
0.9
2
0.5
5
0.8
3
1.8
132
1.5
7
3.5
1
0.4
1
0.6
2
1.9
6
3.1
0
0
60
1.6
4
4.6
0
0
0
0
1
2.4
1
1.0
3
2.8
72
1.4
3
2.6
1
0.6
1
1.0
1
1.6
5
5.1
--
--
Not applicable
2
0.3
71
0.2
3
0.3
0
0
1
0.2
0
0
2
0.2
1
0.3
37
0.2
2
0.5
0
0
1
0.3
0
0
2
0.4
1
0.9
10
0.2
0
0
0
0
0
0
0
0
0
0
0
0
24
0.2
1
0.3
0
0
0
0
0
0
0
0
1
0.7
32
0.3
2
0.9
0
0
1
0.6
0
0
1
0.3
0
0
9
0.1
0
0
0
0
0
0
0
0
0
0
2
0.7
40
0.2
2
0.5
0
0
1
0.4
0
0
1
0.2
0
0
28
0.2
1
0.2
0
0
0
0
0
0
0
0
0
0
50
0.2
3
0.5
0
0
1
0.2
0
0
2
0.3
2
1.2
21
0.2
0
0
0
0
0
0
0
0
0
0
1
1.7
9
0.2
0
0
0
0
0
0
0
0
0
0
1
0.9
12
0.2
0
0
0
0
0
0
0
0
0
0
Q250B
Institution as a place to work
Very satisfied
135
22.3
8458
24.4
315
37.1
194
37.7
97
16.2
153
28.5
144
17.5
48
17.0
3994
21.4
113
29.7
72
28.7
38
12.2
81
26.8
70
14.6
22
19.3
1491
24.1
43
42.2
31
37.8
15
21.1
19
24.7
22
14.4
65
31.1
2973
30.4
159
43.3
91
50.3
44
20.6
53
33.5
52
27.4
29
20.9
2800
25.6
73
31.3
45
33.8
28
16.3
66
30.3
54
17.5
21
13.5
1733
18.4
45
26.8
37
26.6
23
12.0
37
25.9
20
10.8
64
22.3
4417
25.3
155
36.7
97
36.6
49
18.1
87
29.9
78
17.1
69
22.7
3941
23.6
154
37.8
94
39.0
47
14.8
66
27.6
59
17.1
105
24.0
6457
25.1
248
38.1
94
35.2
68
15.8
117
27.0
119
19.0
30
18.0
1988
22.6
67
33.5
100
40.5
29
17.4
36
34.6
25
12.8
8
13.8
783
21.1
22
25.3
28
32.9
9
13.4
16
38.1
10
10.2
22
20.2
1205
23.8
45
39.8
72
44.4
20
20.0
20
32.3
15
15.3
--
--
Satisfied
258
42.6
14706
42.5
360
42.4
197
38.3
232
38.9
215
40.0
298
36.3
118
41.8
7578
40.7
174
45.7
92
36.6
128
41.0
112
37.1
154
32.2
50
43.9
2754
44.6
37
36.3
34
41.5
22
31.0
37
48.0
70
45.8
90
43.1
4374
44.7
149
40.6
71
39.2
82
38.3
66
41.8
74
39.0
56
40.3
4441
40.6
109
46.8
49
36.8
63
36.6
84
38.5
97
31.5
70
44.9
3880
41.2
74
44.0
52
37.4
83
43.5
55
38.5
65
35.1
116
40.4
7239
41.5
179
42.4
98
37.0
98
36.2
112
38.5
164
36.0
138
45.4
7283
43.6
173
42.4
96
39.8
132
41.6
100
41.8
128
37.2
192
43.8
11024
42.9
265
40.8
102
38.2
168
39.1
174
40.2
224
35.8
66
39.5
3641
41.4
95
47.5
95
38.5
64
38.3
41
39.4
74
37.8
26
44.8
1603
43.1
43
49.4
35
41.2
32
47.8
14
33.3
39
39.8
40
36.7
2038
40.2
52
46.0
60
37.0
32
32.0
27
43.5
35
35.7
--
--
Neither satisfied nor dissatisfied
98
16.2
5797
16.8
99
11.7
59
11.5
129
21.6
98
18.2
176
21.4
51
18.1
3356
18.0
56
14.7
37
14.7
62
19.9
57
18.9
111
23.2
21
18.4
1036
16.8
12
11.8
11
13.4
21
29.6
12
15.6
29
18.9
26
12.4
1405
14.4
31
8.4
11
6.1
46
21.5
29
18.4
36
18.9
20
14.4
1765
16.1
30
12.9
13
9.8
37
21.5
38
17.4
75
24.4
31
19.9
1830
19.4
28
16.7
25
18.0
37
19.4
25
17.5
37
20.0
47
16.4
2901
16.6
55
13.0
31
11.7
57
21.0
50
17.2
102
22.4
46
15.1
2821
16.9
43
10.5
26
10.8
69
21.8
46
19.2
71
20.6
67
15.3
4099
16.0
77
11.8
35
13.1
89
20.7
81
18.7
129
20.6
31
18.6
1676
19.1
22
11.0
24
9.7
40
23.9
17
16.4
47
24.0
11
19.0
761
20.5
11
12.6
10
11.8
17
25.4
9
21.4
23
23.5
20
18.4
915
18.0
11
9.7
14
8.6
23
23.0
8
12.9
24
24.5
--
--
Dissatisfied
71
11.7
3723
10.8
48
5.7
40
7.8
92
15.4
55
10.2
145
17.7
40
14.2
2466
13.2
27
7.1
31
12.3
54
17.3
38
12.6
100
20.9
13
11.4
589
9.5
7
6.9
6
7.3
8
11.3
8
10.4
26
17.0
18
8.6
668
6.8
14
3.8
3
1.7
30
14.0
9
5.7
19
10.0
24
17.3
1279
11.7
15
6.4
13
9.8
24
13.9
21
9.6
53
17.2
18
11.5
1329
14.1
15
8.9
19
13.7
36
18.9
20
14.0
50
27.0
40
13.9
1826
10.5
21
5.0
23
8.7
45
16.6
33
11.3
75
16.4
31
10.2
1846
11.1
23
5.6
17
7.0
44
13.9
22
9.2
66
19.2
49
11.2
2840
11.1
40
6.2
22
8.2
70
16.3
49
11.3
113
18.1
22
13.2
862
9.8
8
4.0
18
7.3
22
13.2
6
5.8
32
16.3
9
15.5
318
8.6
5
5.8
5
5.9
7
10.4
2
4.8
16
16.3
13
11.9
544
10.7
3
2.6
13
8.0
15
15.0
4
6.5
16
16.3
--
--
Very dissatisfied
37
6.1
1539
4.5
15
1.8
21
4.1
40
6.7
13
2.4
45
5.5
22
7.8
1077
5.8
6
1.6
18
7.2
29
9.3
11
3.6
37
7.7
7
6.1
218
3.5
0
0
0
0
3
4.2
1
1.3
5
3.3
8
3.8
244
2.5
9
2.5
3
1.7
8
3.7
1
0.6
3
1.6
8
5.8
561
5.1
3
1.3
12
9.0
19
11.1
6
2.8
26
8.4
14
9.0
556
5.9
3
1.8
6
4.3
12
6.3
6
4.2
11
6.0
18
6.3
877
5.0
8
1.9
14
5.3
22
8.1
7
2.4
30
6.6
18
5.9
632
3.8
7
1.7
7
2.9
18
5.7
4
1.7
15
4.4
24
5.5
1063
4.1
12
1.9
13
4.9
31
7.2
11
2.5
33
5.3
13
7.8
466
5.3
3
1.5
8
3.2
9
5.4
2
1.9
12
6.1
3
5.2
176
4.7
2
2.3
6
7.1
1
1.5
0
0
8
8.2
10
9.2
290
5.7
1
0.9
2
1.2
8
8.0
2
3.2
4
4.1
--
--
Decline to answer
4
0.7
338
1.0
13
1.5
3
0.6
7
1.2
3
0.6
11
1.3
2
0.7
150
0.8
5
1.3
1
0.4
1
0.3
3
1.0
4
0.8
0
0
81
1.3
3
2.9
0
0
2
2.8
0
0
1
0.7
2
1.0
107
1.1
5
1.4
2
1.1
4
1.9
0
0
6
3.2
1
0.7
85
0.8
3
1.3
1
0.8
1
0.6
3
1.4
2
0.7
2
1.3
80
0.8
3
1.8
0
0
0
0
0
0
2
1.1
0
0
159
0.9
4
0.9
2
0.8
0
0
2
0.7
6
1.3
2
0.7
175
1.1
8
2.0
1
0.4
7
2.2
1
0.4
5
1.4
1
0.2
189
0.7
8
1.2
1
0.4
4
0.9
1
0.2
5
0.8
3
1.8
144
1.6
5
2.5
2
0.8
3
1.8
2
1.9
6
3.1
0
0
72
1.9
4
4.6
1
1.2
1
1.5
1
2.4
2
2.0
3
2.8
72
1.4
1
0.9
1
0.6
2
2.0
1
1.6
4
4.1
--
--
Not applicable
2
0.3
29
0.1
0
0
0
0
0
0
0
0
2
0.2
1
0.3
8
0.0
0
0
0
0
0
0
0
0
2
0.4
1
0.9
8
0.1
0
0
0
0
0
0
0
0
0
0
0
0
13
0.1
0
0
0
0
0
0
0
0
0
0
1
0.7
5
0.1
0
0
0
0
0
0
0
0
1
0.3
0
0
3
0.0
0
0
0
0
0
0
0
0
0
0
2
0.7
22
0.1
0
0
0
0
0
0
0
0
1
0.2
0
0
6
0.0
0
0
0
0
0
0
0
0
0
0
0
0
17
0.1
0
0
0
0
0
0
0
0
2
0.3
2
1.2
12
0.1
0
0
0
0
0
0
0
0
0
0
1
1.7
5
0.1
0
0
0
0
0
0
0
0
0
0
1
0.9
7
0.1
0
0
0
0
0
0
0
0
0
0
Q255A
Intent to leave: Tenured
For no more than five years
50
17.7
3737
20.2
72
18.9
47
18.7
54
17.3
80
26.6
122
25.6
50
17.7
3737
20.2
72
18.9
47
18.7
54
17.3
80
26.6
122
25.6
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
32
23.5
2503
24.2
47
21.0
29
22.8
34
21.1
62
31.5
88
29.1
18
12.4
1183
14.9
25
16.3
17
13.8
20
13.2
18
17.5
33
19.2
32
20.2
2241
20.7
41
18.6
30
19.0
27
16.3
50
26.2
88
28.0
16
13.7
1443
19.3
31
20.0
16
17.8
26
18.2
28
26.4
31
19.9
39
19.5
2967
21.0
63
21.0
27
19.3
44
18.6
69
27.3
97
26.7
11
13.4
757
17.4
9
11.1
20
18.0
10
13.3
11
22.9
25
21.9
3
9.4
262
13.5
4
10.0
8
14.3
3
8.3
3
14.3
17
25.8
8
16.0
495
20.6
5
12.2
12
21.8
7
17.9
8
29.6
8
16.7
--
--
More than five years but less than ten
39
13.8
2858
15.4
38
10.0
35
13.9
48
15.4
39
13.0
75
15.7
39
13.8
2858
15.4
38
10.0
35
13.9
48
15.4
39
13.0
75
15.7
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
29
21.3
1860
18.0
28
12.5
22
17.3
29
18.0
31
15.7
54
17.9
10
6.9
978
12.3
10
6.5
13
10.6
19
12.6
8
7.8
21
12.2
25
15.8
1719
15.9
21
9.6
21
13.3
27
16.3
26
13.6
46
14.7
14
12.0
1104
14.8
15
9.7
14
15.6
19
13.3
12
11.3
28
17.9
30
15.0
2320
16.4
28
9.3
24
17.1
41
17.3
33
13.0
68
18.7
9
11.0
532
12.3
10
12.3
11
9.9
7
9.3
6
12.5
7
6.1
2
6.2
229
11.8
3
7.5
2
3.6
2
5.6
2
9.5
5
7.6
7
14.0
303
12.6
7
17.1
9
16.4
5
12.8
4
14.8
2
4.2
--
--
Ten years or more
71
25.2
4473
24.2
99
26.0
69
27.5
59
18.9
59
19.6
86
18.0
71
25.2
4473
24.2
99
26.0
69
27.5
59
18.9
59
19.6
86
18.0
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
24
17.6
2258
21.9
53
23.7
35
27.6
26
16.1
32
16.2
56
18.5
47
32.4
2150
27.1
44
28.8
34
27.6
33
21.9
27
26.2
30
17.4
29
18.4
2647
24.5
59
26.8
41
25.9
30
18.1
38
19.9
61
19.4
41
35.0
1792
24.0
40
25.8
28
31.1
29
20.3
21
19.8
24
15.4
55
27.5
3506
24.9
77
25.7
39
27.9
44
18.6
50
19.8
60
16.5
16
19.5
961
22.1
22
27.2
30
27.0
15
20.0
9
18.8
26
22.8
9
28.1
475
24.6
10
25.0
15
26.8
8
22.2
5
23.8
16
24.2
7
14.0
486
20.2
12
29.3
15
27.3
7
17.9
4
14.8
10
20.8
--
--
I don't know
103
36.5
6398
34.6
152
39.9
84
33.5
135
43.3
106
35.2
173
36.3
103
36.5
6398
34.6
152
39.9
84
33.5
135
43.3
106
35.2
173
36.3
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
43
31.6
3132
30.3
85
38.0
38
29.9
66
41.0
60
30.5
94
31.1
59
40.7
3188
40.2
66
43.1
46
37.4
69
45.7
45
43.7
77
44.8
63
39.9
3619
33.5
88
40.0
56
35.4
75
45.2
64
33.5
106
33.8
37
31.6
2715
36.3
60
38.7
28
31.1
60
42.0
42
39.6
65
41.7
66
33.0
4651
33.0
118
39.3
43
30.7
95
40.1
88
34.8
124
34.2
37
45.1
1720
39.6
34
42.0
41
36.9
40
53.3
18
37.5
49
43.0
14
43.8
769
39.7
17
42.5
26
46.4
22
61.1
7
33.3
23
34.9
23
46.0
951
39.6
17
41.5
15
27.3
18
46.1
11
40.7
26
54.2
--
--
Decline to answer
19
6.7
1031
5.6
20
5.2
16
6.4
16
5.1
17
5.7
21
4.4
19
6.7
1031
5.6
20
5.2
16
6.4
16
5.1
17
5.7
21
4.4
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
8
5.9
578
5.6
11
4.9
3
2.4
6
3.7
12
6.1
10
3.3
11
7.6
434
5.5
8
5.2
13
10.6
10
6.6
5
4.8
11
6.4
9
5.7
588
5.4
11
5.0
10
6.3
7
4.2
13
6.8
13
4.1
9
7.7
423
5.7
9
5.8
4
4.4
9
6.3
3
2.8
8
5.1
10
5.0
657
4.7
14
4.7
7
5.0
13
5.5
13
5.1
14
3.9
9
11.0
369
8.5
6
7.4
9
8.1
3
4.0
4
8.3
7
6.1
4
12.5
200
10.3
6
15.0
5
8.9
1
2.8
4
19.1
5
7.6
5
10.0
169
7.0
0
0
4
7.3
2
5.1
0
0
2
4.2
Q255B
Intent to leave: Pre-tenure
For no more than five years
9
8.0
589
10.2
6
6.6
6
7.9
5
7.9
7
9.7
20
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
9
8.0
589
10.2
6
6.6
6
7.9
5
7.9
7
9.7
20
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
N/A
N/A
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
5.6
284
10.8
1
2.4
5
12.5
2
7.7
4
12.5
10
14.9
6
10.5
298
9.7
5
10.2
1
2.9
3
8.1
2
5.3
10
14.1
7
9.3
354
9.6
4
7.3
4
8.9
3
8.1
4
7.4
12
12.9
2
5.3
234
11.3
2
5.6
2
6.5
2
7.7
3
16.7
8
15.7
1
4.8
96
10.0
2
9.5
1
7.1
0
0
0
0
1
4.0
1
5.9
138
12.5
0
0
1
5.9
2
13.3
3
30.0
7
26.9
--
--
More than five years but less than ten
5
4.4
371
6.4
4
4.4
8
10.5
5
7.9
6
8.3
13
9.0
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
4.4
371
6.4
4
4.4
8
10.5
5
7.9
6
8.3
13
9.0
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
3
5.6
161
6.1
3
7.3
4
10.0
3
11.5
2
6.2
3
4.5
2
3.5
202
6.6
1
2.0
4
11.8
2
5.4
4
10.5
9
12.7
2
2.7
234
6.3
1
1.8
6
13.3
4
10.8
4
7.4
9
9.7
3
7.9
134
6.5
3
8.3
2
6.5
1
3.9
2
11.1
4
7.8
0
0
56
5.8
2
9.5
0
0
0
0
1
12.5
2
8.0
3
17.6
78
7.1
1
6.7
2
11.8
1
6.7
1
10.0
2
7.7
--
--
Ten years or more
32
28.3
2065
35.8
41
45.0
28
36.8
20
31.8
25
34.7
24
16.7
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
32
28.3
2065
35.8
41
45.0
28
36.8
20
31.8
25
34.7
24
16.7
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
N/A
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
35.2
969
36.8
16
39.0
16
40.0
7
26.9
10
31.2
11
16.4
13
22.8
1077
35.0
25
51.0
12
35.3
13
35.1
14
36.8
13
18.3
23
30.7
1419
38.4
28
50.9
19
42.2
10
27.0
21
38.9
17
18.3
9
23.7
644
31.2
13
36.1
9
29.0
10
38.5
4
22.2
7
13.7
6
28.6
287
29.8
7
33.3
5
35.7
3
27.3
1
12.5
3
12.0
3
17.6
357
32.4
6
40.0
4
23.5
7
46.7
3
30.0
4
15.4
--
--
I don't know
61
54.0
2503
43.3
36
39.6
30
39.5
30
47.6
33
45.8
80
55.6
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
61
54.0
2503
43.3
36
39.6
30
39.5
30
47.6
33
45.8
80
55.6
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
27
50.0
1099
41.7
19
46.3
15
37.5
11
42.3
16
50.0
39
58.2
33
57.9
1377
44.8
16
32.6
13
38.2
19
51.4
17
44.7
37
52.1
40
53.3
1568
42.5
20
36.4
15
33.3
18
48.6
24
44.4
51
54.8
21
55.3
928
44.9
16
44.4
15
48.4
12
46.1
9
50.0
29
56.9
11
52.4
454
47.1
9
42.9
6
42.9
7
63.6
6
75.0
18
72.0
10
58.8
474
43.0
7
46.7
9
52.9
5
33.3
3
30.0
11
42.3
--
--
Decline to answer
6
5.3
248
4.3
4
4.4
4
5.3
3
4.8
1
1.4
7
4.9
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
6
5.3
248
4.3
4
4.4
4
5.3
3
4.8
1
1.4
7
4.9
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
2
3.7
123
4.7
2
4.9
0
0
3
11.5
0
0
4
6.0
3
5.3
121
3.9
2
4.1
4
11.8
0
0
1
2.6
2
2.8
3
4.0
119
3.2
2
3.6
1
2.2
2
5.4
1
1.9
4
4.3
3
7.9
125
6.0
2
5.6
3
9.7
1
3.9
0
0
3
5.9
3
14.3
70
7.3
1
4.8
2
14.3
1
9.1
0
0
1
4.0
0
0
55
5.0
1
6.7
1
5.9
0
0
0
0
2
7.7
Q255C
Intent to leave: NTT
For no more than five years
28
13.4
1790
18.3
63
17.2
22
12.2
46
21.5
23
14.6
44
23.2
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
28
13.4
1790
18.3
63
17.2
22
12.2
46
21.5
23
14.6
44
23.2
N<5
N<5
153
26.3
2
33.3
1
16.7
3
30.0
5
23.8
2
33.3
2
20.0
213
18.4
2
28.6
2
18.2
7
20.6
4
11.4
0
0
11
14.7
746
20.1
21
13.7
10
15.6
12
16.9
11
16.7
19
27.1
17
13.2
1004
17.0
40
19.9
12
10.5
29
21.2
12
13.2
22
19.6
23
14.2
1410
18.7
54
18.8
11
13.9
33
21.7
19
15.6
35
21.9
5
10.6
374
17.1
9
11.2
11
10.8
13
21.0
4
11.1
9
30.0
1
20.0
130
17.5
2
8.0
0
0
3
18.8
1
8.3
2
33.3
4
9.5
244
16.8
7
12.7
11
12.6
10
21.7
3
12.5
7
29.2
--
--
More than five years but less than ten
36
17.2
1377
14.1
64
17.4
13
7.2
26
12.2
21
13.3
24
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
36
17.2
1377
14.1
64
17.4
13
7.2
26
12.2
21
13.3
24
12.6
N<5
N<5
122
21.0
2
33.3
3
50.0
2
20.0
2
9.5
1
16.7
1
10.0
204
17.6
2
28.6
0
0
2
5.9
4
11.4
3
37.5
12
16.0
533
14.3
31
20.3
5
7.8
7
9.9
9
13.6
8
11.4
24
18.6
821
13.9
31
15.4
7
6.1
19
13.9
12
13.2
14
12.5
27
16.7
1120
14.8
51
17.8
4
5.1
20
13.2
17
13.9
22
13.8
9
19.1
256
11.7
13
16.2
9
8.8
6
9.7
4
11.1
2
6.7
1
20.0
76
10.2
6
24.0
2
13.3
0
0
2
16.7
1
16.7
8
19.1
180
12.4
7
12.7
7
8.1
6
13.0
2
8.3
1
4.2
--
--
Ten years or more
72
34.5
2927
29.9
130
35.4
75
41.4
55
25.7
59
37.3
51
26.8
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
72
34.5
2927
29.9
130
35.4
75
41.4
55
25.7
59
37.3
51
26.8
N<5
N<5
125
21.5
0
0
1
16.7
1
10.0
7
33.3
1
16.7
1
10.0
349
30.1
1
14.3
3
27.3
8
23.5
16
45.7
2
25.0
31
41.3
1101
29.6
60
39.2
27
42.2
20
28.2
25
37.9
19
27.1
38
29.5
1783
30.2
66
32.8
47
41.2
34
24.8
33
36.3
30
26.8
56
34.6
2300
30.5
106
36.9
29
36.7
39
25.7
45
36.9
46
28.8
16
34.0
616
28.1
24
30.0
46
45.1
16
25.8
14
38.9
5
16.7
2
40.0
189
25.5
4
16.0
4
26.7
6
37.5
3
25.0
0
0
14
33.3
427
29.4
20
36.4
42
48.3
10
21.7
11
45.8
5
20.8
--
--
I don't know
62
29.7
3319
33.9
99
27.0
63
34.8
81
37.9
50
31.6
67
35.3
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
62
29.7
3319
33.9
99
27.0
63
34.8
81
37.9
50
31.6
67
35.3
N<5
N<5
155
26.7
2
33.3
1
16.7
4
40.0
5
23.8
2
33.3
5
50.0
335
28.9
2
28.6
6
54.5
16
47.1
11
31.4
3
37.5
18
24.0
1199
32.3
40
26.1
16
25.0
30
42.2
19
28.8
21
30.0
43
33.3
2066
35.0
55
27.4
46
40.4
51
37.2
31
34.1
45
40.2
51
31.5
2462
32.6
68
23.7
31
39.2
56
36.8
38
31.1
53
33.1
11
23.4
841
38.3
31
38.8
32
31.4
25
40.3
12
33.3
14
46.7
1
20.0
300
40.4
11
44.0
8
53.3
6
37.5
6
50.0
3
50.0
10
23.8
541
37.3
20
36.4
24
27.6
19
41.3
6
25.0
11
45.8
--
--
Decline to answer
11
5.3
369
3.8
11
3.0
8
4.4
6
2.8
5
3.2
4
2.1
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
11
5.3
369
3.8
11
3.0
8
4.4
6
2.8
5
3.2
4
2.1
N<5
N<5
26
4.5
0
0
0
0
0
0
2
9.5
0
0
1
10.0
60
5.2
0
0
0
0
1
2.9
0
0
0
0
3
4.0
138
3.7
1
0.7
6
9.4
2
2.8
2
3.0
3
4.3
7
5.4
221
3.8
9
4.5
2
1.8
4
2.9
3
3.3
1
0.9
5
3.1
258
3.4
8
2.8
4
5.1
4
2.6
3
2.5
4
2.5
6
12.8
107
4.9
3
3.8
4
3.9
2
3.2
2
5.6
0
0
0
0
47
6.3
2
8.0
1
6.7
1
6.2
0
0
0
0
6
14.3
60
4.1
1
1.8
3
3.5
1
2.2
2
8.3
0
0
Q260
Reason for leaving
To improve your salary/benefits
100
16.6
5762
16.7
132
15.5
81
15.8
192
32.2
130
24.2
200
24.4
45
16.0
2691
14.4
44
11.6
41
16.3
92
29.5
60
19.9
118
24.7
19
16.7
935
15.2
17
16.7
9
11.0
18
25.4
14
18.2
26
17.0
36
17.3
2136
21.9
71
19.4
31
17.1
82
38.3
56
35.4
56
29.5
16
11.5
1348
12.3
30
12.9
17
12.8
43
25.0
40
18.4
74
24.0
29
18.7
1594
16.9
18
10.7
26
18.7
62
32.5
34
23.8
45
24.3
51
17.8
2913
16.7
68
16.1
44
16.6
77
28.4
70
24.1
109
23.9
48
15.8
2781
16.7
62
15.2
36
14.9
112
35.3
58
24.3
88
25.6
72
16.4
3960
15.4
96
14.8
33
12.4
131
30.5
89
20.6
147
23.5
28
16.9
1776
20.2
36
18.0
48
19.4
61
36.5
41
39.4
53
27.0
6
10.3
740
19.9
13
14.9
16
18.8
19
28.4
15
35.7
27
27.6
22
20.4
1036
20.4
23
20.4
32
19.8
42
42.0
26
41.9
26
26.5
--
--
To find a more collegial work environment
20
3.3
1461
4.2
32
3.8
20
3.9
12
2.0
14
2.6
22
2.7
8
2.8
859
4.6
20
5.2
14
5.6
4
1.3
12
4.0
15
3.1
3
2.6
273
4.4
3
2.9
3
3.7
2
2.8
1
1.3
6
3.9
9
4.3
329
3.4
9
2.5
3
1.7
6
2.8
1
0.6
1
0.5
4
2.9
406
3.7
15
6.4
7
5.3
3
1.7
7
3.2
10
3.2
4
2.6
516
5.5
7
4.2
7
5.0
3
1.6
6
4.2
5
2.7
6
2.1
596
3.4
10
2.4
4
1.5
6
2.2
4
1.4
11
2.4
14
4.6
843
5.0
21
5.2
14
5.8
6
1.9
10
4.2
10
2.9
13
3.0
1052
4.1
27
4.2
5
1.9
8
1.9
13
3.0
17
2.7
7
4.2
406
4.6
5
2.5
15
6.1
4
2.4
1
1.0
5
2.5
3
5.2
139
3.7
3
3.5
5
5.9
0
0
0
0
2
2.0
4
3.7
267
5.3
2
1.8
10
6.2
4
4.0
1
1.6
3
3.1
--
--
To find an employer who provides more resources in support of your work
62
10.3
3091
8.9
63
7.4
39
7.6
60
10.1
43
8.0
66
8.0
35
12.4
1787
9.6
32
8.4
28
11.2
35
11.2
28
9.3
37
7.7
18
15.8
845
13.7
15
14.7
6
7.3
15
21.1
8
10.4
19
12.4
9
4.3
459
4.7
16
4.4
5
2.8
10
4.7
7
4.4
10
5.3
15
10.8
878
8.0
16
6.9
10
7.5
15
8.7
19
8.7
19
6.2
21
13.6
1016
10.8
20
11.9
19
13.7
23
12.0
14
9.8
18
9.7
37
12.9
1550
8.9
32
7.6
22
8.3
24
8.9
21
7.2
39
8.6
24
7.9
1519
9.1
30
7.3
17
7.0
35
11.0
22
9.2
27
7.8
41
9.4
2114
8.2
44
6.8
23
8.6
39
9.1
42
9.7
40
6.4
21
12.7
968
11.0
19
9.5
16
6.5
21
12.6
1
1.0
26
13.3
11
19.0
497
13.4
12
13.8
7
8.2
11
16.4
0
0
13
13.3
10
9.3
471
9.3
7
6.2
9
5.6
10
10.0
1
1.6
13
13.3
--
--
To work at an institution whose priorities match your own
45
7.5
2717
7.9
45
5.3
35
6.8
49
8.2
38
7.1
51
6.2
25
8.9
1677
9.0
26
6.8
22
8.8
33
10.6
19
6.3
27
5.7
8
7.0
550
8.9
6
5.9
5
6.1
4
5.6
12
15.6
11
7.2
12
5.8
490
5.0
13
3.5
8
4.4
12
5.6
7
4.4
13
6.8
13
9.3
893
8.2
12
5.2
8
6.0
16
9.3
11
5.0
17
5.5
14
9.0
905
9.6
15
8.9
14
10.1
21
11.0
11
7.7
11
6.0
22
7.7
1476
8.5
23
5.5
24
9.1
27
10.0
21
7.2
22
4.8
21
6.9
1199
7.2
19
4.7
11
4.6
22
6.9
17
7.1
26
7.6
25
5.7
2006
7.8
29
4.5
22
8.2
36
8.4
30
6.9
42
6.7
20
12.1
702
8.0
16
8.0
13
5.3
13
7.8
8
7.7
9
4.6
7
12.1
332
8.9
8
9.2
6
7.1
6
9.0
5
11.9
5
5.1
13
12.0
370
7.3
8
7.1
7
4.3
7
7.0
3
4.8
4
4.1
--
--
To pursue an administrative position in higher education
24
4.0
1495
4.3
27
3.2
19
3.7
25
4.2
36
6.7
30
3.6
18
6.4
1097
5.9
18
4.7
10
4.0
15
4.8
24
8.0
27
5.7
2
1.8
161
2.6
1
1.0
2
2.4
1
1.4
5
6.5
1
0.7
4
1.9
237
2.4
8
2.2
7
3.9
9
4.2
7
4.4
2
1.1
13
9.3
743
6.8
14
6.0
8
6.0
15
8.7
16
7.3
17
5.5
7
4.5
440
4.7
6
3.6
3
2.2
5
2.6
12
8.4
11
6.0
16
5.6
828
4.8
17
4.0
9
3.4
14
5.2
22
7.6
14
3.1
7
2.3
651
3.9
10
2.5
10
4.2
11
3.5
14
5.9
16
4.7
16
3.6
1097
4.3
21
3.2
7
2.6
18
4.2
29
6.7
22
3.5
8
4.8
392
4.5
6
3.0
12
4.9
7
4.2
7
6.7
8
4.1
1
1.7
135
3.6
0
0
3
3.5
3
4.5
4
9.5
2
2.0
7
6.5
257
5.1
6
5.3
9
5.6
4
4.0
3
4.8
6
6.1
--
--
To pursue a nonacademic job
12
2.0
747
2.2
19
2.2
7
1.4
13
2.2
12
2.2
12
1.5
2
0.7
251
1.4
6
1.6
2
0.8
9
2.9
6
2.0
5
1.1
2
1.8
124
2.0
1
1.0
0
0
1
1.4
2
2.6
3
2.0
8
3.9
372
3.8
12
3.3
5
2.8
3
1.4
4
2.5
4
2.1
1
0.7
134
1.2
4
1.7
2
1.5
2
1.2
3
1.4
4
1.3
2
1.3
167
1.8
2
1.2
0
0
7
3.7
3
2.1
1
0.5
4
1.4
328
1.9
8
1.9
3
1.1
4
1.5
5
1.7
6
1.3
8
2.6
406
2.4
11
2.7
4
1.7
9
2.8
7
2.9
6
1.7
8
1.8
592
2.3
15
2.3
3
1.1
9
2.1
8
1.9
11
1.8
4
2.4
154
1.8
4
2.0
4
1.6
4
2.4
4
3.9
1
0.5
0
0
53
1.4
2
2.3
0
0
1
1.5
2
4.8
0
0
4
3.7
101
2.0
2
1.8
4
2.5
3
3.0
2
3.2
1
1.0
--
--
To improve the employment opportunities for your spouse/partner
22
3.6
1208
3.5
35
4.1
14
2.7
13
2.2
13
2.4
21
2.6
6
2.1
448
2.4
10
2.6
6
2.4
6
1.9
1
0.3
9
1.9
9
7.9
510
8.3
12
11.8
5
6.1
4
5.6
8
10.4
11
7.2
7
3.4
250
2.6
13
3.5
3
1.7
3
1.4
4
2.5
1
0.5
4
2.9
185
1.7
5
2.1
0
0
2
1.2
1
0.5
4
1.3
3
1.9
301
3.2
6
3.6
6
4.3
4
2.1
2
1.4
5
2.7
10
3.5
578
3.3
17
4.0
6
2.3
8
3.0
7
2.4
11
2.4
12
4.0
612
3.7
18
4.4
8
3.3
5
1.6
6
2.5
10
2.9
17
3.9
840
3.3
25
3.9
9
3.4
9
2.1
8
1.9
14
2.2
5
3.0
364
4.1
10
5.0
5
2.0
4
2.4
5
4.8
7
3.6
3
5.2
166
4.5
4
4.6
4
4.7
3
4.5
2
4.8
1
1.0
2
1.9
198
3.9
6
5.3
1
0.6
1
1.0
3
4.8
6
6.1
--
--
For other family or personal needs
24
4.0
2103
6.1
63
7.4
35
6.8
22
3.7
26
4.8
53
6.5
8
2.8
762
4.1
27
7.1
14
5.6
11
3.5
8
2.6
14
2.9
5
4.4
640
10.4
9
8.8
9
11.0
1
1.4
7
9.1
22
14.4
11
5.3
701
7.2
27
7.4
12
6.6
10
4.7
11
7.0
17
8.9
4
2.9
369
3.4
12
5.2
5
3.8
5
2.9
4
1.8
9
2.9
4
2.6
522
5.5
15
8.9
10
7.2
8
4.2
9
6.3
8
4.3
14
4.9
901
5.2
27
6.4
12
4.5
13
4.8
13
4.5
29
6.4
9
3.0
1182
7.1
34
8.3
23
9.5
9
2.8
13
5.4
23
6.7
16
3.6
1459
5.7
46
7.1
20
7.5
20
4.7
18
4.2
37
5.9
8
4.8
638
7.3
17
8.5
15
6.1
2
1.2
8
7.7
16
8.2
3
5.2
307
8.3
8
9.2
6
7.1
1
1.5
4
9.5
13
13.3
5
4.6
331
6.5
9
8.0
9
5.6
1
1.0
4
6.5
3
3.1
--
--
To improve your quality of life
56
9.3
2746
7.9
53
6.2
43
8.4
48
8.0
42
7.8
64
7.8
21
7.5
1320
7.1
24
6.3
12
4.8
25
8.0
19
6.3
32
6.7
15
13.2
546
8.8
6
5.9
10
12.2
5
7.0
6
7.8
21
13.7
20
9.6
880
9.0
23
6.3
21
11.6
18
8.4
17
10.8
11
5.8
11
7.9
665
6.1
13
5.6
7
5.3
15
8.7
11
5.0
19
6.2
11
7.1
809
8.6
11
6.5
8
5.8
13
6.8
12
8.4
13
7.0
16
5.6
1132
6.5
23
5.5
19
7.2
15
5.5
21
7.2
32
7.0
38
12.5
1580
9.5
29
7.1
23
9.5
31
9.8
21
8.8
30
8.7
44
10.1
2081
8.1
43
6.6
25
9.4
37
8.6
37
8.6
49
7.8
12
7.2
652
7.4
10
5.0
18
7.3
11
6.6
5
4.8
15
7.7
4
6.9
221
6.0
4
4.6
2
2.4
4
6.0
1
2.4
6
6.1
8
7.4
431
8.5
6
5.3
16
9.9
7
7.0
4
6.5
9
9.2
--
--
To retire
119
19.7
7158
20.7
189
22.2
107
20.8
93
15.6
111
20.7
169
20.6
65
23.1
4895
26.3
89
23.4
58
23.1
56
17.9
85
28.1
126
26.4
2
1.8
187
3.0
2
2.0
7
8.5
3
4.2
0
0
2
1.3
52
25.0
2076
21.2
98
26.7
42
23.2
34
15.9
26
16.5
41
21.6
43
30.9
3772
34.5
73
31.3
46
34.6
43
25.0
79
36.2
98
31.8
22
14.2
1572
16.7
21
12.5
21
15.1
26
13.6
20
14.0
32
17.3
63
21.9
4039
23.2
95
22.5
59
22.3
47
17.3
72
24.7
104
22.8
53
17.4
3017
18.1
86
21.1
46
19.1
44
13.9
37
15.5
59
17.1
99
22.6
6041
23.5
163
25.1
62
23.2
77
17.9
102
23.6
145
23.2
20
12.1
1106
12.6
26
13.0
45
18.2
16
9.6
9
8.7
24
12.2
4
6.9
396
10.7
10
11.5
12
14.1
6
9.0
2
4.8
13
13.3
16
14.8
710
14.0
16
14.2
33
20.4
10
10.0
7
11.3
11
11.2
--
--
To move to a preferred geographic location
40
6.6
2373
6.9
85
10.0
38
7.4
22
3.7
30
5.6
74
9.0
18
6.4
1065
5.7
44
11.6
13
5.2
6
1.9
15
5.0
31
6.5
12
10.5
734
11.9
17
16.7
13
15.8
6
8.4
7
9.1
26
17.0
10
4.8
574
5.9
24
6.5
12
6.6
10
4.7
8
5.1
17
8.9
6
4.3
501
4.6
18
7.7
3
2.3
3
1.7
8
3.7
14
4.5
15
9.7
650
6.9
26
15.5
11
7.9
5
2.6
10
7.0
21
11.3
13
4.5
1212
7.0
44
10.4
26
9.8
13
4.8
12
4.1
42
9.2
27
8.9
1136
6.8
41
10.1
11
4.6
9
2.8
18
7.5
30
8.7
36
8.2
1844
7.2
67
10.3
26
9.7
16
3.7
27
6.2
57
9.1
4
2.4
525
6.0
18
9.0
12
4.9
6
3.6
3
2.9
17
8.7
2
3.5
227
6.1
5
5.8
5
5.9
3
4.5
1
2.4
9
9.2
2
1.9
298
5.9
13
11.5
7
4.3
3
3.0
2
3.2
8
8.2
--
--
Other (Please specify)
0
0
496
1.4
0
0
0
0
0
0
0
0
0
0
0
0
239
1.3
0
0
0
0
0
0
0
0
0
0
0
0
88
1.4
0
0
0
0
0
0
0
0
0
0
0
0
169
1.7
0
0
0
0
0
0
0
0
0
0
0
0
112
1.0
0
0
0
0
0
0
0
0
0
0
0
0
152
1.6
0
0
0
0
0
0
0
0
0
0
0
0
230
1.3
0
0
0
0
0
0
0
0
0
0
0
0
259
1.6
0
0
0
0
0
0
0
0
0
0
0
0
385
1.5
0
0
0
0
0
0
0
0
0
0
0
0
106
1.2
0
0
0
0
0
0
0
0
0
0
0
0
28
0.8
0
0
0
0
0
0
0
0
0
0
0
0
78
1.5
0
0
0
0
0
0
0
0
0
0
--
--
There is no reason why I would choose to leave this institution
22
3.6
1130
3.3
41
4.8
39
7.6
9
1.5
12
2.2
18
2.2
4
1.4
461
2.5
15
3.9
17
6.8
3
1.0
6
2.0
11
2.3
6
5.3
245
4.0
6
5.9
5
6.1
3
4.2
2
2.6
2
1.3
12
5.8
424
4.3
20
5.5
17
9.4
3
1.4
4
2.5
5
2.6
1
0.7
303
2.8
10
4.3
14
10.5
1
0.6
6
2.8
10
3.2
3
1.9
216
2.3
7
4.2
5
3.6
4
2.1
1
0.7
1
0.5
6
2.1
592
3.4
27
6.4
18
6.8
5
1.9
7
2.4
14
3.1
16
5.3
523
3.1
14
3.4
20
8.3
3
0.9
4
1.7
2
0.6
10
2.3
769
3.0
31
4.8
19
7.1
3
0.7
9
2.1
12
1.9
12
7.2
359
4.1
10
5.0
20
8.1
6
3.6
3
2.9
6
3.1
7
12.1
171
4.6
6
6.9
8
9.4
4
6.0
2
4.8
3
3.1
5
4.6
188
3.7
4
3.5
12
7.4
2
2.0
1
1.6
3
3.1
--
--
Decline to answer
29
4.8
1161
3.4
25
2.9
17
3.3
10
1.7
16
3.0
15
1.8
15
5.3
660
3.5
9
2.4
6
2.4
6
1.9
11
3.6
8
1.7
6
5.3
205
3.3
4
3.9
3
3.7
2
2.8
2
2.6
1
0.7
8
3.9
296
3.0
12
3.3
8
4.4
2
0.9
3
1.9
6
3.2
5
3.6
403
3.7
4
1.7
1
0.8
2
1.2
8
3.7
2
0.7
10
6.5
312
3.3
4
2.4
5
3.6
4
2.1
5
3.5
5
2.7
16
5.6
626
3.6
12
2.8
8
3.0
5
1.9
10
3.4
9
2.0
12
4.0
522
3.1
13
3.2
9
3.7
5
1.6
6
2.5
5
1.4
21
4.8
748
2.9
16
2.5
6
2.2
4
0.9
9
2.1
13
2.1
8
4.8
406
4.6
9
4.5
11
4.5
6
3.6
7
6.7
2
1.0
4
6.9
224
6.0
6
6.9
4
4.7
3
4.5
4
9.5
1
1.0
4
3.7
182
3.6
3
2.6
7
4.3
3
3.0
3
4.8
1
1.0
Q265
Recommend department
Strongly recommend your department as a place to work
272
45.0
17526
50.7
510
60.0
297
57.8
273
45.7
273
50.9
362
44.1
119
42.2
9307
50.0
219
57.5
136
54.2
143
45.8
147
48.8
211
44.1
49
43.0
3189
51.7
67
65.7
44
53.7
31
43.7
39
50.6
60
39.2
104
50.0
5030
51.5
224
61.0
117
64.6
99
46.3
87
55.1
91
47.9
59
42.5
5946
54.4
141
60.5
82
61.6
91
52.9
112
51.6
142
46.1
65
41.9
4265
45.3
89
53.0
69
49.6
79
41.4
70
49.0
81
43.8
140
48.8
8993
51.6
267
63.3
158
59.6
131
48.3
150
51.5
205
45.0
127
41.8
8325
49.9
233
57.1
136
56.4
139
43.9
120
50.4
148
43.0
203
46.4
13297
51.8
399
61.4
144
53.9
199
46.3
215
49.8
281
45.0
69
41.6
4197
47.8
111
55.5
153
61.9
74
44.3
58
55.8
81
41.3
24
41.4
1857
50.0
46
52.9
51
60.0
28
41.8
26
61.9
41
41.8
45
41.7
2340
46.2
65
57.5
102
63.0
46
46.0
32
51.6
40
40.8
--
--
Recommend your department with reservations
246
40.7
12802
37.0
248
29.2
154
30.0
235
39.4
210
39.2
359
43.7
118
41.8
6897
37.0
117
30.7
79
31.5
124
39.7
119
39.5
202
42.3
52
45.6
2293
37.2
26
25.5
32
39.0
33
46.5
32
41.6
78
51.0
76
36.5
3612
36.9
105
28.6
43
23.8
78
36.5
59
37.3
79
41.6
56
40.3
3767
34.5
65
27.9
31
23.3
57
33.1
83
38.2
123
39.9
67
43.2
3758
39.9
58
34.5
52
37.4
82
42.9
57
39.9
82
44.3
106
36.9
6412
36.8
123
29.1
77
29.1
103
38.0
114
39.2
188
41.2
134
44.1
6233
37.3
120
29.4
74
30.7
127
40.1
95
39.9
162
47.1
186
42.5
9584
37.3
185
28.5
91
34.1
175
40.7
179
41.4
276
44.2
60
36.1
3166
36.0
63
31.5
63
25.5
60
35.9
31
29.8
83
42.4
21
36.2
1271
34.2
29
33.3
23
27.1
26
38.8
13
30.9
38
38.8
39
36.1
1895
37.4
34
30.1
40
24.7
34
34.0
18
29.0
45
45.9
--
--
Not recommend your department as a place to work
53
8.8
2502
7.2
50
5.9
32
6.2
57
9.6
36
6.7
60
7.3
31
11.0
1496
8.0
24
6.3
21
8.4
29
9.3
25
8.3
43
9.0
7
6.1
388
6.3
4
3.9
3
3.7
4
5.6
4
5.2
10
6.5
15
7.2
618
6.3
22
6.0
8
4.4
24
11.2
7
4.4
7
3.7
16
11.5
752
6.9
17
7.3
14
10.5
16
9.3
15
6.9
32
10.4
17
11.0
845
9.0
8
4.8
8
5.8
17
8.9
12
8.4
11
6.0
28
9.8
1233
7.1
18
4.3
18
6.8
26
9.6
16
5.5
36
7.9
23
7.6
1220
7.3
30
7.3
14
5.8
30
9.5
18
7.6
22
6.4
30
6.8
1737
6.8
39
6.0
16
6.0
35
8.1
28
6.5
42
6.7
23
13.9
752
8.6
11
5.5
16
6.5
22
13.2
8
7.7
18
9.2
8
13.8
285
7.7
6
6.9
8
9.4
5
7.5
1
2.4
10
10.2
15
13.9
467
9.2
5
4.4
8
4.9
17
17.0
7
11.3
8
8.2
--
--
Decline to answer
33
5.5
1740
5.0
42
4.9
31
6.0
32
5.4
17
3.2
40
4.9
14
5.0
925
5.0
21
5.5
15
6.0
16
5.1
10
3.3
22
4.6
6
5.3
298
4.8
5
4.9
3
3.7
3
4.2
2
2.6
5
3.3
13
6.2
517
5.3
16
4.4
13
7.2
13
6.1
5
3.2
13
6.8
8
5.8
470
4.3
10
4.3
6
4.5
8
4.7
7
3.2
11
3.6
6
3.9
540
5.7
13
7.7
10
7.2
13
6.8
4
2.8
11
6.0
13
4.5
796
4.6
14
3.3
12
4.5
11
4.1
11
3.8
27
5.9
20
6.6
913
5.5
25
6.1
17
7.0
21
6.6
5
2.1
12
3.5
19
4.3
1058
4.1
27
4.2
16
6.0
21
4.9
10
2.3
26
4.2
14
8.4
667
7.6
15
7.5
15
6.1
11
6.6
7
6.7
14
7.1
5
8.6
302
8.1
6
6.9
3
3.5
8
11.9
2
4.8
9
9.2
9
8.3
365
7.2
9
8.0
12
7.4
3
3.0
5
8.1
5
5.1
Q267A
Best aspects about working at your institution.
Quality of colleagues
151
12.9
11126
16.5
305
18.4
131
13.1
194
16.7
181
17.2
265
16.6
82
15.1
6348
17.6
140
19.0
67
13.8
109
18.0
100
17.0
168
18.0
24
10.7
1785
14.8
41
20.5
25
15.6
23
16.8
23
15.1
37
12.2
45
11.2
2993
15.7
124
17.1
39
11.0
62
14.8
58
18.8
60
16.4
40
15.1
3981
18.7
95
21.1
35
13.8
64
19.0
72
16.9
114
19.0
45
14.9
2929
16.0
55
16.4
34
12.6
61
16.6
41
14.6
60
16.5
78
14.1
5904
17.4
173
21.2
73
14.3
97
18.4
102
17.9
145
16.4
69
11.7
5075
15.6
129
16.0
55
11.7
96
15.5
78
16.7
112
16.6
125
14.7
8989
17.9
249
19.4
87
16.7
157
18.7
151
17.8
228
18.6
26
8.2
2105
12.5
56
14.7
44
9.2
37
11.5
30
14.9
37
9.9
7
6.2
847
11.9
23
14.3
11
6.8
14
11.2
15
17.9
19
10.2
19
9.3
1258
12.9
33
15.1
33
10.5
23
11.7
15
12.8
18
9.6
--
--
Support of colleagues
109
9.3
5985
8.9
146
8.8
100
10.0
95
8.2
75
7.2
173
10.8
41
7.6
2638
7.3
54
7.3
39
8.1
39
6.4
30
5.1
83
8.9
31
13.8
1338
11.1
23
11.5
15
9.4
8
5.8
17
11.2
34
11.3
37
9.2
2009
10.6
69
9.5
46
13.0
48
11.5
28
9.1
56
15.3
16
6.0
1354
6.4
32
7.1
17
6.7
18
5.3
24
5.6
40
6.7
26
8.6
1587
8.7
26
7.8
27
10.0
31
8.4
20
7.1
52
14.3
37
6.7
2441
7.2
64
7.8
47
9.2
33
6.3
35
6.2
73
8.3
70
11.8
3486
10.7
79
9.8
53
11.2
60
9.7
39
8.3
97
14.3
76
8.9
4494
8.9
109
8.5
50
9.6
78
9.3
61
7.2
133
10.9
33
10.4
1479
8.8
37
9.7
50
10.5
17
5.3
14
7.0
40
10.7
14
12.4
667
9.4
18
11.2
22
13.7
8
6.4
5
6.0
19
10.2
19
9.3
812
8.3
19
8.7
28
8.9
9
4.6
9
7.7
21
11.2
--
--
Opportunities to collaborate with colleagues
48
4.1
2813
4.2
49
3.0
36
3.6
48
4.1
65
6.2
63
3.9
21
3.9
1529
4.2
18
2.4
15
3.1
22
3.6
39
6.6
35
3.8
10
4.5
595
4.9
4
2.0
13
8.1
8
5.8
17
11.2
20
6.6
17
4.2
689
3.6
27
3.7
8
2.3
18
4.3
9
2.9
8
2.2
13
4.9
1012
4.8
14
3.1
10
3.9
18
5.3
30
7.0
20
3.3
8
2.7
690
3.8
5
1.5
7
2.6
12
3.3
13
4.6
15
4.1
17
3.1
1447
4.3
24
2.9
20
3.9
25
4.7
31
5.5
42
4.8
31
5.2
1340
4.1
23
2.9
16
3.4
22
3.6
33
7.1
21
3.1
35
4.1
2020
4.0
38
3.0
18
3.5
35
4.2
51
6.0
46
3.8
13
4.1
791
4.7
11
2.9
18
3.8
13
4.0
14
7.0
17
4.5
4
3.5
392
5.5
4
2.5
9
5.6
7
5.6
7
8.3
14
7.5
9
4.4
399
4.1
7
3.2
9
2.9
6
3.0
7
6.0
3
1.6
--
--
Quality of graduate students
33
2.8
3511
5.2
100
6.0
48
4.8
77
6.6
52
5.0
63
3.9
13
2.4
2167
6.0
50
6.8
28
5.8
53
8.7
35
6.0
52
5.6
5
2.2
446
3.7
10
5.0
4
2.5
4
2.9
4
2.6
9
3.0
15
3.7
898
4.7
40
5.5
16
4.5
20
4.8
13
4.2
2
0.6
9
3.4
1540
7.2
34
7.6
14
5.5
31
9.2
28
6.6
35
5.8
6
2.0
900
4.9
20
6.0
17
6.3
27
7.4
16
5.7
17
4.7
12
2.2
1677
5.0
52
6.4
17
3.3
28
5.3
28
4.9
38
4.3
19
3.2
1767
5.4
45
5.6
30
6.4
46
7.4
22
4.7
23
3.4
26
3.1
2769
5.5
81
6.3
33
6.3
53
6.3
44
5.2
55
4.5
7
2.2
730
4.3
19
5.0
15
3.1
24
7.5
8
4.0
8
2.1
1
0.9
254
3.6
5
3.1
3
1.9
7
5.6
3
3.6
2
1.1
6
2.9
476
4.9
14
6.4
12
3.8
17
8.6
5
4.3
6
3.2
--
--
Quality of undergraduate students
64
5.5
5111
7.6
98
5.9
45
4.5
62
5.3
57
5.4
94
5.9
13
2.4
2488
6.9
37
5.0
19
3.9
24
4.0
21
3.6
50
5.4
10
4.5
614
5.1
12
6.0
4
2.5
3
2.2
5
3.3
11
3.6
41
10.2
2009
10.6
49
6.8
22
6.2
35
8.3
31
10.0
33
9.0
8
3.0
1379
6.5
21
4.7
7
2.8
12
3.6
20
4.7
35
5.8
6
2.0
1401
7.7
17
5.1
16
5.9
19
5.2
15
5.4
16
4.4
28
5.1
2391
7.1
42
5.2
23
4.5
23
4.4
24
4.2
42
4.8
35
5.9
2650
8.1
53
6.6
21
4.5
36
5.8
32
6.8
49
7.2
46
5.4
4079
8.1
83
6.5
24
4.6
46
5.5
47
5.5
84
6.9
18
5.7
1022
6.1
15
4.0
21
4.4
16
5.0
10
5.0
10
2.7
3
2.6
278
3.9
2
1.2
3
1.9
1
0.8
3
3.6
5
2.7
15
7.3
744
7.6
13
5.9
18
5.7
15
7.6
7
6.0
5
2.7
--
--
Quality of facilities
32
2.7
1328
2.0
61
3.7
19
1.9
11
0.9
33
3.1
28
1.8
10
1.9
692
1.9
26
3.5
10
2.1
7
1.1
12
2.0
16
1.7
9
4.0
207
1.7
6
3.0
5
3.1
0
0
6
4.0
3
1.0
13
3.2
429
2.2
29
4.0
4
1.1
4
0.9
15
4.8
9
2.5
3
1.1
419
2.0
15
3.3
5
2.0
4
1.2
10
2.3
9
1.5
6
2.0
351
1.9
12
3.6
7
2.6
4
1.1
5
1.8
7
1.9
20
3.6
792
2.3
40
4.9
12
2.4
8
1.5
20
3.5
17
1.9
12
2.0
516
1.6
20
2.5
7
1.5
3
0.5
13
2.8
9
1.3
27
3.2
990
2.0
48
3.8
8
1.5
9
1.1
27
3.2
22
1.8
5
1.6
331
2.0
13
3.4
11
2.3
2
0.6
6
3.0
6
1.6
2
1.8
132
1.9
7
4.3
5
3.1
1
0.8
4
4.8
4
2.1
3
1.5
199
2.0
6
2.7
6
1.9
1
0.5
2
1.7
2
1.1
--
--
Compensation
34
2.9
1658
2.5
65
3.9
33
3.3
16
1.4
17
1.6
21
1.3
20
3.7
826
2.3
20
2.7
7
1.4
11
1.8
6
1.0
7
0.8
3
1.3
292
2.4
16
8.0
5
3.1
1
0.7
1
0.7
6
2.0
11
2.7
540
2.8
29
4.0
21
5.9
4
0.9
10
3.2
8
2.2
10
3.8
529
2.5
12
2.7
6
2.4
10
3.0
5
1.2
3
0.5
11
3.6
394
2.2
10
3.0
5
1.9
1
0.3
3
1.1
4
1.1
16
2.9
867
2.6
26
3.2
17
3.3
11
2.1
9
1.6
15
1.7
17
2.9
767
2.4
36
4.5
15
3.2
4
0.7
8
1.7
4
0.6
28
3.3
1262
2.5
47
3.7
18
3.5
15
1.8
12
1.4
20
1.6
6
1.9
393
2.3
18
4.7
15
3.1
1
0.3
5
2.5
1
0.3
3
2.6
118
1.7
10
6.2
4
2.5
1
0.8
1
1.2
0
0
3
1.5
275
2.8
8
3.6
11
3.5
0
0
4
3.4
1
0.5
--
--
Support for research/creative work
28
2.4
1894
2.8
74
4.5
23
2.3
19
1.6
21
2.0
63
3.9
18
3.3
1037
2.9
36
4.9
15
3.1
12
2.0
12
2.0
42
4.5
6
2.7
539
4.5
16
8.0
7
4.4
5
3.6
6
4.0
16
5.3
4
1.0
318
1.7
22
3.0
1
0.3
2
0.5
3
1.0
5
1.4
7
2.6
701
3.3
21
4.7
7
2.8
10
3.0
10
2.3
29
4.8
11
3.6
409
2.2
16
4.8
9
3.3
2
0.5
2
0.7
14
3.9
10
1.8
1049
3.1
41
5.0
9
1.8
14
2.7
11
1.9
43
4.9
17
2.9
828
2.5
32
4.0
14
3.0
5
0.8
10
2.1
17
2.5
19
2.2
1298
2.6
51
4.0
13
2.5
13
1.6
14
1.6
35
2.9
9
2.8
593
3.5
23
6.0
10
2.1
6
1.9
7
3.5
28
7.5
6
5.3
299
4.2
10
6.2
3
1.9
3
2.4
4
4.8
16
8.6
3
1.5
294
3.0
13
5.9
7
2.2
3
1.5
3
2.6
12
6.4
--
--
Support for teaching
44
3.8
1265
1.9
34
2.0
31
3.1
24
2.1
24
2.3
17
1.1
10
1.9
337
0.9
1
0.1
4
0.8
6
1.0
9
1.5
2
0.2
2
0.9
154
1.3
2
1.0
3
1.9
3
2.2
0
0
1
0.3
32
7.9
774
4.1
31
4.3
24
6.8
15
3.6
15
4.8
14
3.8
5
1.9
198
0.9
1
0.2
3
1.2
2
0.6
6
1.4
1
0.2
8
2.7
248
1.4
3
0.9
2
0.7
7
1.9
7
2.5
2
0.6
15
2.7
519
1.5
17
2.1
8
1.6
13
2.5
9
1.6
8
0.9
29
4.9
730
2.2
16
2.0
21
4.5
11
1.8
14
3.0
9
1.3
35
4.1
949
1.9
27
2.1
11
2.1
15
1.8
19
2.2
13
1.1
9
2.8
315
1.9
7
1.8
20
4.2
9
2.8
5
2.5
4
1.1
1
0.9
102
1.4
0
0
5
3.1
4
3.2
1
1.2
1
0.5
8
3.9
213
2.2
7
3.2
15
4.8
5
2.5
4
3.4
3
1.6
--
--
Support for professional development
12
1.0
816
1.2
30
1.8
20
2.0
8
0.7
12
1.1
20
1.2
2
0.4
223
0.6
4
0.5
3
0.6
3
0.5
2
0.3
8
0.9
3
1.3
144
1.2
2
1.0
1
0.6
1
0.7
2
1.3
6
2.0
7
1.7
449
2.4
24
3.3
16
4.5
4
0.9
8
2.6
6
1.6
0
0
145
0.7
2
0.4
3
1.2
2
0.6
2
0.5
2
0.3
2
0.7
138
0.8
5
1.5
0
0
2
0.5
1
0.4
5
1.4
3
0.5
250
0.7
9
1.1
9
1.8
2
0.4
3
0.5
6
0.7
9
1.5
554
1.7
20
2.5
11
2.3
6
1.0
8
1.7
14
2.1
5
0.6
548
1.1
25
1.9
5
1.0
5
0.6
10
1.2
15
1.2
7
2.2
266
1.6
5
1.3
15
3.1
3
0.9
2
1.0
5
1.3
3
2.6
89
1.2
1
0.6
5
3.1
1
0.8
1
1.2
2
1.1
4
1.9
177
1.8
4
1.8
10
3.2
2
1.0
1
0.8
3
1.6
--
--
Assistance for grant proposals
10
0.9
341
0.5
10
0.6
3
0.3
1
0.1
6
0.6
15
0.9
7
1.3
156
0.4
5
0.7
2
0.4
1
0.2
3
0.5
8
0.9
3
1.3
117
1.0
3
1.5
1
0.6
0
0
2
1.3
7
2.3
0
0
68
0.4
2
0.3
0
0
0
0
1
0.3
0
0
3
1.1
73
0.3
0
0
0
0
0
0
2
0.5
2
0.3
4
1.3
100
0.6
6
1.8
2
0.7
1
0.3
1
0.4
6
1.6
7
1.3
169
0.5
3
0.4
3
0.6
0
0
3
0.5
10
1.1
3
0.5
167
0.5
7
0.9
0
0
1
0.2
3
0.6
4
0.6
9
1.1
208
0.4
4
0.3
2
0.4
1
0.1
5
0.6
7
0.6
1
0.3
132
0.8
6
1.6
1
0.2
0
0
1
0.5
8
2.1
0
0
69
1.0
1
0.6
1
0.6
0
0
0
0
4
2.1
1
0.5
63
0.6
5
2.3
0
0
0
0
1
0.8
4
2.1
--
--
Childcare policies
6
0.5
292
0.4
8
0.5
3
0.3
6
0.5
1
0.1
4
0.2
1
0.2
75
0.2
2
0.3
1
0.2
1
0.2
1
0.2
0
0
2
0.9
69
0.6
0
0
0
0
0
0
0
0
1
0.3
3
0.7
148
0.8
6
0.8
2
0.6
5
1.2
0
0
3
0.8
0
0
35
0.2
0
0
0
0
0
0
0
0
0
0
1
0.3
58
0.3
2
0.6
1
0.4
2
0.5
1
0.4
0
0
1
0.2
103
0.3
4
0.5
1
0.2
1
0.2
1
0.2
1
0.1
5
0.8
183
0.6
3
0.4
2
0.4
5
0.8
0
0
3
0.4
6
0.7
214
0.4
4
0.3
1
0.2
5
0.6
1
0.1
3
0.2
0
0
75
0.4
4
1.1
2
0.4
1
0.3
0
0
1
0.3
0
0
37
0.5
2
1.2
1
0.6
0
0
0
0
1
0.5
0
0
38
0.4
2
0.9
1
0.3
1
0.5
0
0
0
0
--
--
Spousal/partner hiring program
13
1.1
454
0.7
17
1.0
4
0.4
1
0.1
9
0.9
16
1.0
7
1.3
251
0.7
9
1.2
2
0.4
1
0.2
6
1.0
5
0.5
2
0.9
125
1.0
3
1.5
0
0
0
0
2
1.3
9
3.0
4
1.0
78
0.4
5
0.7
2
0.6
0
0
1
0.3
2
0.6
2
0.8
139
0.7
4
0.9
3
1.2
1
0.3
2
0.5
2
0.3
6
2.0
130
0.7
7
2.1
0
0
0
0
4
1.4
3
0.8
5
0.9
228
0.7
5
0.6
3
0.6
1
0.2
5
0.9
6
0.7
7
1.2
224
0.7
12
1.5
1
0.2
0
0
4
0.9
9
1.3
7
0.8
315
0.6
10
0.8
3
0.6
1
0.1
7
0.8
12
1.0
6
1.9
136
0.8
7
1.8
1
0.2
0
0
2
1.0
4
1.1
3
2.6
70
1.0
4
2.5
1
0.6
0
0
0
0
2
1.1
3
1.5
66
0.7
3
1.4
0
0
0
0
2
1.7
2
1.1
--
--
Diversity
25
2.1
1500
2.2
11
0.7
89
8.9
84
7.2
9
0.9
15
0.9
12
2.2
798
2.2
6
0.8
41
8.5
45
7.4
5
0.8
6
0.6
6
2.7
296
2.5
0
0
17
10.6
10
7.3
3
2.0
5
1.7
7
1.7
406
2.1
5
0.7
31
8.8
29
6.9
1
0.3
4
1.1
7
2.6
400
1.9
6
1.3
24
9.4
24
7.1
4
0.9
5
0.8
5
1.7
427
2.3
1
0.3
19
7.0
24
6.5
1
0.4
3
0.8
16
2.9
696
2.1
6
0.7
46
9.0
39
7.4
5
0.9
5
0.6
9
1.5
785
2.4
5
0.6
39
8.3
45
7.3
3
0.6
10
1.5
13
1.5
854
1.7
5
0.4
41
7.8
55
6.5
4
0.5
7
0.6
12
3.8
643
3.8
6
1.6
48
10.1
29
9.0
5
2.5
8
2.1
7
6.2
279
3.9
3
1.9
18
11.2
9
7.2
4
4.8
2
1.1
5
2.4
364
3.7
3
1.4
30
9.5
20
10.2
1
0.8
6
3.2
--
--
Presence of others like me
9
0.8
395
0.6
7
0.4
10
1.0
5
0.4
1
0.1
7
0.4
4
0.7
200
0.6
3
0.4
4
0.8
4
0.7
1
0.2
4
0.4
2
0.9
57
0.5
0
0
0
0
0
0
0
0
2
0.7
3
0.7
138
0.7
4
0.6
6
1.7
1
0.2
0
0
1
0.3
2
0.8
105
0.5
2
0.4
1
0.4
2
0.6
0
0
2
0.3
2
0.7
112
0.6
1
0.3
3
1.1
2
0.5
1
0.4
2
0.6
5
0.9
185
0.6
2
0.2
3
0.6
2
0.4
1
0.2
4
0.5
4
0.7
205
0.6
5
0.6
7
1.5
3
0.5
0
0
3
0.4
4
0.5
214
0.4
5
0.4
3
0.6
1
0.1
1
0.1
4
0.3
5
1.6
180
1.1
2
0.5
7
1.5
4
1.2
0
0
3
0.8
0
0
59
0.8
0
0
0
0
2
1.6
0
0
3
1.6
5
2.4
121
1.2
2
0.9
7
2.2
2
1.0
0
0
0
0
--
--
My sense of "fit" here
47
4.0
2632
3.9
53
3.2
38
3.8
38
3.3
29
2.8
52
3.2
21
3.9
1229
3.4
23
3.1
15
3.1
15
2.5
14
2.4
26
2.8
7
3.1
442
3.7
4
2.0
7
4.4
6
4.4
4
2.6
13
4.3
19
4.7
961
5.0
26
3.6
16
4.5
17
4.1
11
3.6
13
3.5
8
3.0
748
3.5
15
3.3
9
3.5
8
2.4
10
2.3
23
3.8
13
4.3
652
3.6
13
3.9
11
4.1
13
3.5
7
2.5
3
0.8
25
4.5
1311
3.9
33
4.0
20
3.9
21
4.0
17
3.0
23
2.6
21
3.5
1293
4.0
20
2.5
18
3.8
16
2.6
12
2.6
28
4.1
37
4.3
2058
4.1
39
3.0
16
3.1
27
3.2
27
3.2
43
3.5
10
3.1
571
3.4
14
3.7
22
4.6
11
3.4
2
1.0
9
2.4
0
0
228
3.2
6
3.7
6
3.7
6
4.8
1
1.2
4
2.1
10
4.9
343
3.5
8
3.6
16
5.1
5
2.5
1
0.8
5
2.7
--
--
Geographic location
182
15.6
7148
10.6
118
7.1
129
12.9
181
15.6
175
16.7
86
5.4
93
17.2
4193
11.6
46
6.2
81
16.7
99
16.3
118
20.1
46
4.9
33
14.7
1153
9.6
7
3.5
17
10.6
27
19.7
18
11.8
15
5.0
56
13.9
1802
9.5
65
9.0
31
8.8
55
13.1
39
12.6
25
6.8
50
18.9
2491
11.7
32
7.1
43
16.9
49
14.5
87
20.4
30
5.0
47
15.6
2050
11.2
18
5.4
40
14.8
65
17.7
54
19.3
18
5.0
94
17.0
3698
10.9
50
6.1
76
14.9
81
15.4
106
18.6
41
4.6
84
14.2
3366
10.3
66
8.2
52
11.0
98
15.9
68
14.6
43
6.4
122
14.3
5310
10.6
87
6.8
70
13.4
118
14.0
144
17.0
68
5.5
60
18.9
1803
10.7
31
8.2
59
12.4
63
19.6
31
15.4
18
4.8
24
21.2
787
11.1
10
6.2
22
13.7
25
20.0
13
15.5
6
3.2
36
17.6
1016
10.4
21
9.6
37
11.8
38
19.3
18
15.4
12
6.4
--
--
Commute
18
1.5
1361
2.0
17
1.0
8
0.8
16
1.4
11
1.1
40
2.5
10
1.9
693
1.9
8
1.1
3
0.6
3
0.5
3
0.5
23
2.5
3
1.3
194
1.6
2
1.0
0
0
1
0.7
0
0
4
1.3
5
1.2
474
2.5
7
1.0
5
1.4
12
2.9
8
2.6
13
3.5
7
2.6
387
1.8
5
1.1
2
0.8
4
1.2
4
0.9
16
2.7
3
1.0
360
2.0
4
1.2
1
0.4
0
0
3
1.1
6
1.6
11
2.0
626
1.9
9
1.1
2
0.4
3
0.6
5
0.9
21
2.4
6
1.0
712
2.2
8
1.0
6
1.3
12
1.9
6
1.3
19
2.8
14
1.6
1000
2.0
12
0.9
2
0.4
11
1.3
9
1.1
28
2.3
4
1.3
356
2.1
5
1.3
6
1.3
5
1.6
2
1.0
12
3.2
1
0.9
150
2.1
3
1.9
1
0.6
0
0
2
2.4
4
2.1
3
1.5
206
2.1
2
0.9
5
1.6
5
2.5
0
0
8
4.3
--
--
Cost of living
36
3.1
3015
4.5
91
5.5
4
0.4
23
2.0
27
2.6
90
5.6
24
4.4
1732
4.8
49
6.7
1
0.2
15
2.5
18
3.1
46
4.9
7
3.1
637
5.3
12
6.0
1
0.6
2
1.5
3
2.0
21
7.0
5
1.2
646
3.4
30
4.2
2
0.6
6
1.4
6
1.9
23
6.3
17
6.4
843
4.0
21
4.7
1
0.4
7
2.1
11
2.6
30
5.0
10
3.3
1014
5.5
28
8.4
0
0
10
2.7
8
2.9
16
4.4
22
4.0
1723
5.1
43
5.3
2
0.4
14
2.7
14
2.5
56
6.3
14
2.4
1264
3.9
45
5.6
2
0.4
9
1.5
13
2.8
33
4.9
16
1.9
2143
4.3
67
5.2
3
0.6
16
1.9
20
2.4
56
4.6
20
6.3
865
5.1
24
6.3
1
0.2
7
2.2
7
3.5
34
9.1
11
9.7
411
5.8
10
6.2
0
0
3
2.4
4
4.8
14
7.5
9
4.4
454
4.7
14
6.4
1
0.3
4
2.0
3
2.6
20
10.6
--
--
Protections from service/assignments
1
0.1
258
0.4
8
0.5
4
0.4
5
0.4
3
0.3
8
0.5
0
0
77
0.2
4
0.5
2
0.4
1
0.2
1
0.2
2
0.2
1
0.5
138
1.1
4
2.0
1
0.6
2
1.5
1
0.7
5
1.7
0
0
43
0.2
0
0
1
0.3
2
0.5
1
0.3
1
0.3
0
0
46
0.2
3
0.7
0
0
0
0
1
0.2
1
0.2
0
0
49
0.3
1
0.3
1
0.4
2
0.5
0
0
1
0.3
1
0.2
130
0.4
2
0.2
2
0.4
2
0.4
1
0.2
5
0.6
0
0
122
0.4
5
0.6
1
0.2
3
0.5
2
0.4
3
0.4
1
0.1
155
0.3
5
0.4
1
0.2
3
0.4
2
0.2
4
0.3
0
0
102
0.6
3
0.8
3
0.6
2
0.6
1
0.5
4
1.1
0
0
57
0.8
0
0
2
1.2
2
1.6
0
0
4
2.1
0
0
45
0.5
3
1.4
1
0.3
0
0
1
0.8
0
0
--
--
Teaching load
33
2.8
2379
3.5
67
4.0
40
4.0
35
3.0
27
2.6
102
6.4
14
2.6
1321
3.6
42
5.7
19
3.9
16
2.6
6
1.0
76
8.2
3
1.3
487
4.0
8
4.0
9
5.6
3
2.2
4
2.6
15
5.0
16
4.0
571
3.0
17
2.4
12
3.4
16
3.8
17
5.5
11
3.0
5
1.9
698
3.3
27
6.0
8
3.1
10
3.0
6
1.4
47
7.8
12
4.0
700
3.8
16
4.8
12
4.4
9
2.5
8
2.9
29
8.0
15
2.7
1292
3.8
29
3.5
25
4.9
14
2.7
15
2.6
62
7.0
17
2.9
1064
3.3
37
4.6
15
3.2
21
3.4
12
2.6
38
5.6
27
3.2
1762
3.5
56
4.4
26
5.0
24
2.9
18
2.1
77
6.3
6
1.9
610
3.6
11
2.9
14
2.9
11
3.4
9
4.5
25
6.7
3
2.6
256
3.6
4
2.5
5
3.1
5
4.0
3
3.6
10
5.3
3
1.5
354
3.6
7
3.2
9
2.9
6
3.0
6
5.1
15
8.0
--
--
Manageable pressure to perform
40
3.4
1976
2.9
64
3.9
25
2.5
25
2.1
31
3.0
72
4.5
22
4.1
1016
2.8
30
4.1
11
2.3
13
2.1
24
4.1
45
4.8
5
2.2
489
4.0
5
2.5
5
3.1
1
0.7
5
3.3
11
3.6
13
3.2
471
2.5
29
4.0
9
2.5
11
2.6
2
0.7
16
4.4
8
3.0
519
2.4
15
3.3
5
2.0
9
2.7
16
3.8
30
5.0
15
5.0
564
3.1
13
3.9
7
2.6
4
1.1
10
3.6
19
5.2
21
3.8
1035
3.1
30
3.7
14
2.7
13
2.5
16
2.8
48
5.4
19
3.2
915
2.8
30
3.7
11
2.3
11
1.8
15
3.2
23
3.4
31
3.6
1491
3.0
54
4.2
17
3.3
17
2.0
24
2.8
58
4.7
9
2.8
481
2.9
10
2.6
8
1.7
8
2.5
7
3.5
14
3.7
3
2.6
231
3.3
6
3.7
4
2.5
2
1.6
2
2.4
9
4.8
6
2.9
250
2.6
4
1.8
4
1.3
6
3.0
5
4.3
5
2.7
--
--
Academic freedom
99
8.5
5639
8.4
114
6.9
92
9.2
84
7.2
108
10.3
186
11.6
50
9.2
3783
10.5
76
10.3
60
12.4
52
8.6
71
12.1
130
13.9
19
8.5
1070
8.9
10
5.0
13
8.1
16
11.7
22
14.5
32
10.6
30
7.4
786
4.1
28
3.9
19
5.4
16
3.8
15
4.8
24
6.6
25
9.4
2163
10.2
45
10.0
25
9.8
29
8.6
48
11.2
88
14.7
27
9.0
1764
9.7
31
9.2
37
13.7
28
7.6
34
12.1
47
12.9
53
9.6
3139
9.3
66
8.1
47
9.2
33
6.3
73
12.8
115
13.0
44
7.5
2436
7.5
47
5.8
43
9.1
50
8.1
35
7.5
64
9.5
78
9.2
4090
8.2
83
6.5
43
8.2
59
7.0
91
10.7
132
10.8
21
6.6
1526
9.1
31
8.2
49
10.3
25
7.8
17
8.5
54
14.4
4
3.5
718
10.1
21
13.0
15
9.3
10
8.0
6
7.1
30
16.0
17
8.3
808
8.3
10
4.6
34
10.8
15
7.6
11
9.4
24
12.8
--
--
Tenure/promotion clarity or requirements
33
2.8
628
0.9
17
1.0
3
0.3
13
1.1
17
1.6
18
1.1
16
3.0
393
1.1
9
1.2
3
0.6
9
1.5
12
2.0
11
1.2
16
7.1
206
1.7
5
2.5
0
0
3
2.2
5
3.3
7
2.3
1
0.2
29
0.1
3
0.4
0
0
1
0.2
0
0
0
0
5
1.9
195
0.9
2
0.4
2
0.8
7
2.1
5
1.2
7
1.2
11
3.6
199
1.1
8
2.4
1
0.4
2
0.5
8
2.9
4
1.1
10
1.8
306
0.9
6
0.7
3
0.6
9
1.7
4
0.7
9
1.0
21
3.5
314
1.0
11
1.4
0
0
4
0.7
13
2.8
9
1.3
23
2.7
407
0.8
13
1.0
1
0.2
9
1.1
13
1.5
15
1.2
10
3.1
221
1.3
4
1.1
2
0.4
4
1.2
4
2.0
3
0.8
5
4.4
107
1.5
0
0
0
0
3
2.4
2
2.4
2
1.1
5
2.4
114
1.2
4
1.8
2
0.6
1
0.5
2
1.7
1
0.5
--
--
Quality of leadership
6
0.5
430
0.6
15
0.9
15
1.5
11
0.9
8
0.8
7
0.4
4
0.7
206
0.6
5
0.7
7
1.4
5
0.8
6
1.0
3
0.3
2
0.9
75
0.6
0
0
2
1.2
0
0
0
0
2
0.7
0
0
149
0.8
10
1.4
6
1.7
6
1.4
2
0.7
2
0.6
3
1.1
156
0.7
3
0.7
5
2.0
3
0.9
4
0.9
3
0.5
1
0.3
89
0.5
3
0.9
3
1.1
4
1.1
3
1.1
0
0
4
0.7
209
0.6
6
0.7
5
1.0
5
0.9
6
1.1
4
0.5
2
0.3
215
0.7
9
1.1
10
2.1
6
1.0
2
0.4
3
0.4
4
0.5
312
0.6
13
1.0
7
1.3
9
1.1
7
0.8
4
0.3
2
0.6
115
0.7
2
0.5
8
1.7
2
0.6
1
0.5
3
0.8
1
0.9
59
0.8
1
0.6
4
2.5
1
0.8
1
1.2
1
0.5
1
0.5
56
0.6
1
0.5
4
1.3
1
0.5
0
0
2
1.1
--
--
Patient care/client services
0
0
13
0.0
2
0.1
0
0
0
0
2
0.2
1
0.1
0
0
1
0.0
0
0
0
0
0
0
1
0.2
0
0
0
0
3
0.0
0
0
0
0
0
0
0
0
0
0
0
0
9
0.1
2
0.3
0
0
0
0
1
0.3
1
0.3
0
0
1
0.0
0
0
0
0
0
0
1
0.2
0
0
0
0
2
0.0
1
0.3
0
0
0
0
0
0
0
0
0
0
4
0.0
0
0
0
0
0
0
1
0.2
0
0
0
0
9
0.0
2
0.2
0
0
0
0
1
0.2
1
0.1
0
0
11
0.0
2
0.2
0
0
0
0
2
0.2
1
0.1
0
0
2
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
1
0.0
0
0
0
0
0
0
0
0
0
0
--
--
Other (Please specify)
23
2.0
369
0.6
43
2.6
0
0
0
0
29
2.8
39
2.4
10
1.9
173
0.5
14
1.9
0
0
0
0
19
3.2
18
1.9
3
1.3
41
0.3
4
2.0
0
0
0
0
2
1.3
8
2.6
10
2.5
155
0.8
25
3.5
0
0
0
0
8
2.6
13
3.5
4
1.5
108
0.5
12
2.7
0
0
0
0
14
3.3
10
1.7
6
2.0
89
0.5
3
0.9
0
0
0
0
7
2.5
9
2.5
9
1.6
154
0.5
18
2.2
0
0
0
0
14
2.5
18
2.0
13
2.2
207
0.6
24
3.0
0
0
0
0
13
2.8
19
2.8
19
2.2
293
0.6
37
2.9
0
0
0
0
24
2.8
33
2.7
4
1.3
75
0.4
6
1.6
0
0
0
0
5
2.5
6
1.6
1
0.9
20
0.3
5
3.1
0
0
0
0
2
2.4
2
1.1
3
1.5
55
0.6
1
0.5
0
0
0
0
3
2.6
4
2.1
--
--
Other (Please specify)
2
0.2
46
0.1
6
0.4
0
0
0
0
3
0.3
4
0.2
1
0.2
22
0.1
3
0.4
0
0
0
0
3
0.5
3
0.3
0
0
3
0.0
0
0
0
0
0
0
0
0
0
0
1
0.2
21
0.1
3
0.4
0
0
0
0
0
0
1
0.3
0
0
15
0.1
1
0.2
0
0
0
0
1
0.2
3
0.5
1
0.3
12
0.1
2
0.6
0
0
0
0
2
0.7
1
0.3
0
0
15
0.0
1
0.1
0
0
0
0
0
0
3
0.3
2
0.3
28
0.1
4
0.5
0
0
0
0
2
0.4
1
0.1
2
0.2
34
0.1
6
0.5
0
0
0
0
2
0.2
3
0.2
0
0
12
0.1
0
0
0
0
0
0
1
0.5
1
0.3
0
0
4
0.1
0
0
0
0
0
0
0
0
0
0
0
0
8
0.1
0
0
0
0
0
0
1
0.8
1
0.5
--
--
There are no positive aspects
9
0.8
275
0.4
7
0.4
8
0.8
6
0.5
3
0.3
10
0.6
6
1.1
177
0.5
5
0.7
8
1.6
2
0.3
2
0.3
8
0.9
2
0.9
41
0.3
0
0
0
0
2
1.5
0
0
1
0.3
1
0.2
57
0.3
2
0.3
0
0
2
0.5
1
0.3
1
0.3
2
0.8
95
0.5
4
0.9
3
1.2
1
0.3
1
0.2
6
1.0
4
1.3
87
0.5
2
0.6
5
1.9
2
0.5
1
0.4
2
0.6
6
1.1
179
0.5
3
0.4
7
1.4
4
0.8
3
0.5
7
0.8
3
0.5
86
0.3
4
0.5
1
0.2
2
0.3
0
0
3
0.4
6
0.7
158
0.3
4
0.3
2
0.4
5
0.6
3
0.3
4
0.3
3
0.9
116
0.7
3
0.8
6
1.3
1
0.3
0
0
6
1.6
1
0.9
48
0.7
2
1.2
4
2.5
1
0.8
0
0
3
1.6
2
1.0
68
0.7
1
0.5
2
0.6
0
0
0
0
3
1.6
--
--
Decline to answer
22
1.9
1020
1.5
23
1.4
16
1.6
15
1.3
13
1.2
21
1.3
10
1.9
578
1.6
12
1.6
7
1.4
8
1.3
8
1.4
9
1.0
5
2.2
124
1.0
1
0.5
4
2.5
3
2.2
0
0
1
0.3
7
1.7
318
1.7
10
1.4
5
1.4
4
0.9
5
1.6
11
3.0
6
2.3
364
1.7
6
1.3
7
2.8
3
0.9
3
0.7
6
1.0
4
1.3
270
1.5
6
1.8
1
0.4
9
2.5
4
1.4
3
0.8
12
2.2
622
1.8
12
1.5
11
2.1
10
1.9
7
1.2
16
1.8
9
1.5
379
1.2
9
1.1
5
1.1
5
0.8
6
1.3
5
0.7
10
1.2
558
1.1
16
1.2
4
0.8
8
0.9
8
0.9
15
1.2
12
3.8
451
2.7
7
1.8
12
2.5
7
2.2
5
2.5
6
1.6
5
4.4
230
3.2
3
1.9
5
3.1
5
4.0
0
0
4
2.1
7
3.4
221
2.3
4
1.8
7
2.2
2
1.0
5
4.3
2
1.1
Q267B
Worst aspects about working at your institution.
Quality of colleagues
24
2.1
1142
1.8
25
1.7
15
1.6
20
1.8
16
1.6
22
1.4
14
2.7
702
2.0
19
2.8
9
1.9
12
2.0
9
1.6
18
2.0
6
2.9
218
1.9
1
0.6
2
1.4
2
1.5
4
2.8
3
1.0
4
1.1
222
1.3
5
0.8
4
1.2
6
1.5
3
1.0
1
0.3
11
4.4
415
2.1
15
3.6
5
2.0
5
1.5
5
1.3
12
2.0
5
1.7
337
1.9
4
1.3
5
1.9
8
2.2
6
2.3
6
1.7
17
3.2
653
2.0
15
2.1
9
1.8
8
1.6
12
2.3
17
2.0
6
1.1
476
1.5
10
1.4
6
1.4
12
2.0
3
0.7
5
0.8
16
2.0
757
1.6
18
1.6
6
1.2
9
1.1
11
1.4
15
1.3
8
2.6
381
2.4
7
2.0
9
2.0
11
3.5
5
2.7
7
1.9
2
1.9
173
2.6
3
2.0
3
2.0
4
3.2
1
1.4
4
2.2
6
3.0
208
2.2
4
2.0
6
2.0
7
3.7
4
3.6
3
1.6
--
--
Support of colleagues
27
2.4
1431
2.2
49
3.3
17
1.8
17
1.5
23
2.3
31
2.0
10
1.9
815
2.4
30
4.3
10
2.1
7
1.2
16
2.9
18
2.0
3
1.4
240
2.1
2
1.1
2
1.4
5
3.7
2
1.4
7
2.4
14
3.7
376
2.1
17
2.8
5
1.5
5
1.2
5
1.7
6
1.7
6
2.4
447
2.2
18
4.3
7
2.9
3
0.9
11
2.8
13
2.2
6
2.0
439
2.5
12
4.0
3
1.1
5
1.4
10
3.8
5
1.4
7
1.3
613
1.9
15
2.1
7
1.4
6
1.2
10
1.9
21
2.5
20
3.5
791
2.5
30
4.1
10
2.3
11
1.8
12
2.7
8
1.2
20
2.5
1057
2.2
38
3.3
8
1.6
14
1.7
19
2.4
20
1.7
7
2.3
368
2.3
11
3.2
9
2.0
3
1.0
4
2.1
11
3.0
1
0.9
122
1.8
5
3.4
1
0.7
1
0.8
0
0
4
2.2
6
3.0
246
2.6
6
3.0
8
2.7
2
1.1
4
3.6
7
3.8
--
--
Opportunities to collaborate with colleagues
7
0.6
624
1.0
14
0.9
9
0.9
1
0.1
8
0.8
9
0.6
1
0.2
302
0.9
4
0.6
1
0.2
1
0.2
3
0.6
3
0.3
3
1.4
125
1.1
1
0.6
3
2.0
0
0
3
2.1
1
0.3
3
0.8
197
1.1
9
1.4
5
1.5
0
0
2
0.7
5
1.4
0
0
179
0.9
1
0.2
1
0.4
1
0.3
3
0.8
2
0.3
1
0.3
152
0.9
3
1.0
1
0.4
0
0
1
0.4
2
0.6
2
0.4
306
1.0
5
0.7
4
0.8
1
0.2
3
0.6
7
0.8
4
0.7
309
1.0
9
1.2
5
1.1
0
0
5
1.1
2
0.3
3
0.4
447
0.9
12
1.1
3
0.6
0
0
5
0.6
7
0.6
4
1.3
174
1.1
2
0.6
6
1.4
1
0.3
3
1.6
2
0.6
0
0
93
1.4
1
0.7
1
0.7
1
0.8
2
2.7
2
1.1
4
2.0
81
0.9
1
0.5
5
1.7
0
0
1
0.9
0
0
--
--
Quality of graduate students
47
4.2
1891
3.0
54
3.6
39
4.1
37
3.2
30
3.0
67
4.3
31
5.9
1157
3.3
37
5.4
27
5.8
17
2.8
16
2.9
45
5.0
8
3.8
572
4.9
9
5.1
6
4.1
15
11.0
13
9.0
18
6.2
8
2.1
162
0.9
8
1.3
6
1.8
5
1.2
1
0.3
4
1.2
18
7.1
712
3.5
27
6.5
16
6.5
10
3.1
9
2.3
29
4.9
14
4.7
498
2.8
12
4.0
14
5.4
11
3.0
8
3.0
17
4.8
30
5.6
1301
4.1
42
5.8
32
6.5
22
4.3
18
3.5
51
6.0
16
2.8
578
1.9
12
1.7
6
1.4
14
2.3
11
2.5
16
2.4
28
3.4
1240
2.6
34
3.0
15
3.0
27
3.3
23
2.9
39
3.3
19
6.2
647
4.0
20
5.8
24
5.4
10
3.2
7
3.8
28
7.7
15
14.3
439
6.6
17
11.4
18
11.9
8
6.4
2
2.7
22
12.3
4
2.0
208
2.2
3
1.5
6
2.0
2
1.1
5
4.5
6
3.2
--
--
Quality of undergraduate students
41
3.7
1557
2.4
37
2.5
34
3.6
32
2.8
13
1.3
41
2.6
24
4.5
881
2.5
23
3.3
16
3.4
16
2.7
6
1.1
23
2.5
4
1.9
304
2.6
1
0.6
3
2.0
3
2.2
3
2.1
8
2.7
13
3.4
372
2.1
13
2.1
15
4.5
13
3.2
4
1.4
10
2.9
12
4.8
504
2.5
12
2.9
10
4.1
10
3.1
5
1.3
15
2.5
12
4.0
398
2.2
11
3.6
6
2.3
9
2.5
6
2.3
9
2.6
25
4.7
959
3.0
22
3.0
19
3.9
17
3.3
9
1.7
20
2.3
15
2.7
580
1.9
14
1.9
14
3.2
14
2.3
4
0.9
20
3.0
28
3.4
1118
2.3
25
2.2
17
3.4
22
2.7
11
1.4
32
2.7
13
4.3
434
2.7
12
3.5
17
3.8
10
3.2
2
1.1
9
2.5
7
6.7
245
3.7
9
6.0
8
5.3
7
5.6
1
1.4
7
3.9
6
3.0
189
2.0
3
1.5
9
3.1
3
1.6
1
0.9
2
1.1
--
--
Quality of facilities
44
3.9
4180
6.5
84
5.7
26
2.8
62
5.5
64
6.5
176
11.4
28
5.3
2512
7.2
37
5.4
14
3.0
33
5.5
41
7.5
109
12.0
10
4.8
718
6.2
18
10.1
5
3.4
5
3.7
8
5.6
36
12.3
6
1.6
950
5.4
29
4.7
7
2.1
24
6.0
15
5.1
31
9.0
17
6.8
1587
7.9
29
7.0
10
4.1
25
7.7
34
8.6
77
13.1
12
4.0
1082
6.1
12
4.0
4
1.5
13
3.5
14
5.3
39
11.1
30
5.6
2188
6.8
40
5.5
15
3.1
33
6.4
40
7.7
97
11.4
13
2.3
1952
6.3
42
5.8
10
2.3
29
4.8
23
5.1
77
11.7
29
3.6
3349
7.0
70
6.2
13
2.6
47
5.7
57
7.1
147
12.4
15
4.9
820
5.1
14
4.0
13
2.9
15
4.8
7
3.8
29
8.0
9
8.6
307
4.6
7
4.7
3
2.0
8
6.4
1
1.4
13
7.3
6
3.0
513
5.5
7
3.5
10
3.4
7
3.7
6
5.4
16
8.7
--
--
Compensation
145
13.0
8216
12.8
174
11.7
94
9.9
219
19.2
184
18.7
366
23.7
55
10.4
4378
12.6
72
10.4
45
9.6
114
19.0
99
18.2
234
25.8
28
13.3
1109
9.6
12
6.7
4
2.7
18
13.2
18
12.5
36
12.3
62
16.2
2729
15.5
90
14.5
45
13.6
87
21.6
67
22.6
96
27.8
21
8.3
2433
12.1
53
12.7
23
9.3
60
18.4
68
17.3
144
24.5
36
12.2
2322
13.1
20
6.6
26
10.0
73
19.8
54
20.4
96
27.4
66
12.4
4131
12.9
87
12.0
45
9.2
96
18.6
103
19.7
200
23.4
78
13.8
3980
12.8
83
11.4
47
10.7
119
19.7
80
17.9
154
23.5
107
13.1
6359
13.3
134
11.8
49
9.8
161
19.5
151
18.9
298
25.2
38
12.5
1822
11.3
40
11.5
45
10.1
58
18.5
33
17.7
68
18.7
11
10.5
711
10.7
15
10.1
12
8.0
16
12.8
13
17.6
28
15.6
27
13.5
1111
11.8
25
12.6
33
11.2
42
22.2
20
17.9
40
21.6
--
--
Lack of support for research/creative work
97
8.7
4245
6.6
78
5.2
67
7.1
109
9.6
54
5.5
64
4.1
60
11.4
2799
8.1
46
6.7
51
10.9
82
13.7
39
7.2
38
4.2
25
11.9
813
7.0
10
5.6
6
4.1
13
9.6
7
4.9
19
6.5
12
3.1
633
3.6
22
3.5
10
3.0
14
3.5
8
2.7
7
2.0
31
12.3
1479
7.4
23
5.5
20
8.1
39
12.0
26
6.6
24
4.1
29
9.8
1462
8.2
25
8.2
34
13.1
48
13.0
20
7.6
16
4.6
53
10.0
2076
6.5
35
4.8
31
6.3
48
9.3
31
5.9
34
4.0
43
7.6
2129
6.8
42
5.8
35
7.9
60
9.9
23
5.1
29
4.4
73
9.0
3118
6.5
62
5.4
41
8.2
83
10.1
46
5.8
43
3.6
24
7.9
1121
7.0
16
4.6
26
5.8
26
8.3
8
4.3
21
5.8
7
6.7
506
7.6
8
5.4
11
7.3
11
8.8
2
2.7
11
6.2
17
8.5
615
6.6
8
4.0
15
5.1
15
7.9
6
5.4
10
5.4
--
--
Lack of support for teaching
19
1.7
1118
1.8
16
1.1
19
2.0
11
1.0
20
2.0
34
2.2
8
1.5
461
1.3
5
0.7
4
0.8
5
0.8
11
2.0
9
1.0
3
1.4
117
1.0
0
0
1
0.7
0
0
1
0.7
4
1.4
8
2.1
540
3.1
11
1.8
14
4.2
6
1.5
8
2.7
21
6.1
2
0.8
251
1.2
1
0.2
1
0.4
2
0.6
11
2.8
7
1.2
6
2.0
300
1.7
4
1.3
3
1.1
4
1.1
5
1.9
4
1.1
12
2.3
532
1.7
4
0.6
7
1.4
3
0.6
11
2.1
15
1.8
7
1.2
571
1.8
12
1.7
11
2.5
7
1.2
9
2.0
19
2.9
14
1.7
902
1.9
16
1.4
11
2.2
5
0.6
19
2.4
29
2.5
5
1.6
212
1.3
0
0
8
1.8
6
1.9
1
0.5
5
1.4
1
0.9
81
1.2
0
0
2
1.3
3
2.4
1
1.4
3
1.7
4
2.0
131
1.4
0
0
6
2.0
3
1.6
0
0
2
1.1
--
--
Lack of support for professional development
21
1.9
1269
2.0
29
1.9
18
1.9
38
3.3
13
1.3
22
1.4
8
1.5
585
1.7
8
1.2
9
1.9
14
2.3
4
0.7
9
1.0
4
1.9
128
1.1
0
0
0
0
8
5.9
4
2.8
6
2.0
9
2.4
556
3.1
21
3.4
9
2.7
16
4.0
5
1.7
7
2.0
4
1.6
301
1.5
6
1.4
5
2.0
8
2.5
3
0.8
3
0.5
4
1.4
374
2.1
4
1.3
6
2.3
9
2.5
4
1.5
6
1.7
12
2.3
573
1.8
15
2.1
11
2.2
16
3.1
7
1.3
8
0.9
8
1.4
686
2.2
14
1.9
7
1.6
22
3.6
5
1.1
13
2.0
11
1.4
904
1.9
24
2.1
8
1.6
30
3.6
7
0.9
17
1.4
10
3.3
360
2.2
5
1.4
10
2.2
8
2.5
6
3.2
5
1.4
5
4.8
162
2.4
2
1.3
2
1.3
5
4.0
3
4.0
1
0.6
5
2.5
198
2.1
3
1.5
8
2.7
3
1.6
3
2.7
4
2.2
--
--
Lack of assistance for grant proposals
19
1.7
1157
1.8
23
1.6
14
1.5
26
2.3
32
3.2
21
1.4
16
3.0
711
2.0
15
2.2
9
1.9
16
2.7
23
4.2
13
1.4
3
1.4
269
2.3
2
1.1
3
2.0
7
5.2
5
3.5
4
1.4
0
0
177
1.0
6
1.0
2
0.6
3
0.8
4
1.4
4
1.2
7
2.8
439
2.2
10
2.4
7
2.9
8
2.5
22
5.6
8
1.4
9
3.0
320
1.8
6
2.0
3
1.1
9
2.5
5
1.9
5
1.4
10
1.9
569
1.8
15
2.1
7
1.4
14
2.7
20
3.8
13
1.5
9
1.6
580
1.9
8
1.1
7
1.6
12
2.0
12
2.7
8
1.2
14
1.7
879
1.8
19
1.7
9
1.8
15
1.8
29
3.6
14
1.2
5
1.6
273
1.7
4
1.1
5
1.1
11
3.5
3
1.6
7
1.9
2
1.9
123
1.8
3
2.0
1
0.7
6
4.8
2
2.7
5
2.8
3
1.5
150
1.6
1
0.5
4
1.4
5
2.6
1
0.9
2
1.1
--
--
Childcare policies
8
0.7
1227
1.9
29
1.9
7
0.7
17
1.5
25
2.5
35
2.3
5
0.9
525
1.5
14
2.0
1
0.2
7
1.2
12
2.2
19
2.1
2
0.9
368
3.2
4
2.2
3
2.0
4
2.9
7
4.9
13
4.5
1
0.3
334
1.9
11
1.8
3
0.9
6
1.5
6
2.0
3
0.9
0
0
217
1.1
7
1.7
1
0.4
1
0.3
9
2.3
6
1.0
5
1.7
344
1.9
7
2.3
2
0.8
6
1.6
6
2.3
15
4.3
2
0.4
451
1.4
12
1.7
3
0.6
3
0.6
8
1.5
18
2.1
6
1.1
769
2.5
17
2.3
4
0.9
13
2.1
17
3.8
17
2.6
8
1.0
944
2.0
23
2.0
7
1.4
15
1.8
22
2.8
25
2.1
0
0
283
1.8
6
1.7
0
0
2
0.6
3
1.6
10
2.8
0
0
119
1.8
3
2.0
0
0
1
0.8
1
1.4
4
2.2
0
0
164
1.8
3
1.5
0
0
1
0.5
2
1.8
6
3.2
--
--
Spousal/partner hiring program
16
1.4
1239
1.9
36
2.4
8
0.8
8
0.7
14
1.4
32
2.1
7
1.3
610
1.8
16
2.3
3
0.6
4
0.7
7
1.3
20
2.2
8
3.8
425
3.7
10
5.6
3
2.0
2
1.5
4
2.8
10
3.4
1
0.3
204
1.2
10
1.6
2
0.6
2
0.5
3
1.0
2
0.6
1
0.4
348
1.7
4
1.0
0
0
4
1.2
4
1.0
12
2.0
6
2.0
310
1.8
14
4.6
4
1.5
1
0.3
4
1.5
8
2.3
6
1.1
685
2.1
14
1.9
4
0.8
6
1.2
9
1.7
20
2.3
9
1.6
539
1.7
21
2.9
4
0.9
2
0.3
5
1.1
10
1.5
11
1.4
801
1.7
19
1.7
3
0.6
6
0.7
7
0.9
17
1.4
5
1.6
435
2.7
17
4.9
5
1.1
2
0.6
7
3.8
15
4.1
1
0.9
229
3.4
9
6.0
1
0.7
0
0
5
6.8
4
2.2
4
2.0
206
2.2
8
4.0
4
1.4
2
1.1
2
1.8
11
6.0
--
--
Lack of diversity
33
3.0
2663
4.2
72
4.8
12
1.3
26
2.3
53
5.4
52
3.4
16
3.0
1371
4.0
34
4.9
8
1.7
12
2.0
19
3.5
33
3.6
6
2.9
632
5.5
14
7.9
1
0.7
5
3.7
9
6.2
12
4.1
11
2.9
660
3.7
24
3.9
3
0.9
9
2.2
25
8.4
7
2.0
11
4.4
766
3.8
18
4.3
3
1.2
7
2.1
17
4.3
19
3.2
6
2.0
722
4.1
15
4.9
5
1.9
7
1.9
9
3.4
13
3.7
15
2.8
1043
3.3
25
3.5
2
0.4
3
0.6
16
3.1
20
2.3
17
3.0
1593
5.1
45
6.2
10
2.3
23
3.8
35
7.8
30
4.6
18
2.2
1644
3.5
45
4.0
6
1.2
10
1.2
41
5.1
31
2.6
15
4.9
1018
6.3
27
7.8
6
1.4
16
5.1
12
6.5
21
5.8
3
2.9
251
3.8
7
4.7
1
0.7
3
2.4
3
4.0
6
3.4
12
6.0
767
8.2
20
10.1
5
1.7
13
6.9
9
8.0
15
8.1
--
--
Absence of others like me
18
1.6
988
1.5
37
2.5
7
0.7
20
1.8
21
2.1
15
1.0
7
1.3
463
1.3
13
1.9
2
0.4
8
1.3
7
1.3
7
0.8
4
1.9
213
1.8
5
2.8
3
2.0
5
3.7
3
2.1
3
1.0
7
1.8
312
1.8
19
3.1
2
0.6
7
1.7
11
3.7
5
1.4
5
2.0
271
1.4
8
1.9
1
0.4
6
1.8
3
0.8
4
0.7
3
1.0
246
1.4
7
2.3
1
0.4
4
1.1
7
2.6
3
0.8
10
1.9
443
1.4
17
2.3
0
0
2
0.4
8
1.5
6
0.7
8
1.4
511
1.6
18
2.5
7
1.6
18
3.0
13
2.9
9
1.4
7
0.9
524
1.1
21
1.8
3
0.6
6
0.7
7
0.9
7
0.6
11
3.6
462
2.9
16
4.6
4
0.9
14
4.5
14
7.5
8
2.2
2
1.9
114
1.7
1
0.7
1
0.7
3
2.4
6
8.1
5
2.8
9
4.5
348
3.7
15
7.6
3
1.0
11
5.8
8
7.1
3
1.6
--
--
My sense of "fit" here
19
1.7
1387
2.2
29
1.9
16
1.7
19
1.7
20
2.0
29
1.9
8
1.5
742
2.1
11
1.6
6
1.3
9
1.5
10
1.8
16
1.8
2
0.9
240
2.1
5
2.8
5
3.4
1
0.7
2
1.4
9
3.1
9
2.4
405
2.3
13
2.1
5
1.5
9
2.2
8
2.7
4
1.2
1
0.4
432
2.1
7
1.7
4
1.6
4
1.2
10
2.5
13
2.2
7
2.4
384
2.2
4
1.3
3
1.1
7
1.9
3
1.1
3
0.8
7
1.3
670
2.1
17
2.3
8
1.6
8
1.6
10
1.9
15
1.8
12
2.1
691
2.2
12
1.7
8
1.8
10
1.7
10
2.2
13
2.0
17
2.1
1048
2.2
22
1.9
11
2.2
17
2.1
19
2.4
19
1.6
2
0.7
332
2.1
7
2.0
5
1.1
2
0.6
1
0.5
10
2.8
1
0.9
108
1.6
3
2.0
2
1.3
0
0
1
1.4
4
2.2
1
0.5
224
2.4
4
2.0
3
1.0
2
1.1
0
0
6
3.2
--
--
Geographic location
23
2.1
2522
3.9
123
8.3
23
2.4
20
1.8
11
1.1
88
5.7
13
2.5
1335
3.8
63
9.1
9
1.9
8
1.3
7
1.3
51
5.6
7
3.3
700
6.0
24
13.5
7
4.8
5
3.7
0
0
25
8.6
3
0.8
487
2.8
36
5.8
7
2.1
7
1.7
4
1.4
12
3.5
5
2.0
762
3.8
34
8.2
6
2.4
5
1.5
3
0.8
34
5.8
8
2.7
684
3.9
33
10.9
4
1.5
4
1.1
5
1.9
18
5.1
11
2.1
1465
4.6
67
9.2
14
2.9
13
2.5
4
0.8
54
6.3
11
1.9
1033
3.3
54
7.5
9
2.0
6
1.0
7
1.6
32
4.9
20
2.5
1833
3.8
92
8.1
16
3.2
12
1.5
10
1.2
71
6.0
3
1.0
684
4.3
31
8.9
7
1.6
8
2.5
1
0.5
17
4.7
2
1.9
372
5.6
17
11.4
4
2.6
5
4.0
0
0
12
6.7
1
0.5
312
3.3
14
7.1
3
1.0
3
1.6
1
0.9
5
2.7
--
--
Commute
30
2.7
1720
2.7
13
0.9
76
8.0
53
4.7
18
1.8
17
1.1
6
1.1
717
2.1
3
0.4
31
6.6
21
3.5
5
0.9
4
0.4
2
0.9
253
2.2
1
0.6
14
9.6
7
5.2
2
1.4
4
1.4
22
5.8
750
4.2
9
1.4
31
9.4
25
6.2
11
3.7
9
2.6
5
2.0
448
2.2
1
0.2
21
8.5
13
4.0
6
1.5
3
0.5
1
0.3
371
2.1
2
0.7
12
4.6
13
3.5
1
0.4
3
0.8
18
3.4
816
2.5
5
0.7
38
7.8
26
5.0
12
2.3
9
1.1
12
2.1
886
2.8
7
1.0
36
8.2
26
4.3
6
1.3
8
1.2
23
2.8
1309
2.7
11
1.0
51
10.2
34
4.1
15
1.9
14
1.2
7
2.3
409
2.5
2
0.6
25
5.6
19
6.0
3
1.6
3
0.8
2
1.9
191
2.9
1
0.7
8
5.3
10
8.0
1
1.4
1
0.6
5
2.5
218
2.3
1
0.5
17
5.8
9
4.8
2
1.8
2
1.1
--
--
Cost of living
18
1.6
1963
3.1
10
0.7
98
10.4
17
1.5
7
0.7
4
0.3
4
0.8
932
2.7
4
0.6
45
9.6
9
1.5
4
0.7
1
0.1
3
1.4
440
3.8
1
0.6
13
8.9
0
0
2
1.4
1
0.3
11
2.9
591
3.4
5
0.8
40
12.1
8
2.0
1
0.3
2
0.6
3
1.2
512
2.5
5
1.2
22
8.9
0
0
1
0.2
1
0.2
1
0.3
494
2.8
0
0
26
10.0
11
3.0
4
1.5
0
0
9
1.7
1069
3.4
5
0.7
59
12.1
10
1.9
5
1.0
3
0.3
8
1.4
876
2.8
4
0.6
38
8.6
6
1.0
2
0.5
1
0.1
15
1.8
1350
2.8
7
0.6
51
10.2
14
1.7
5
0.6
3
0.2
3
1.0
601
3.7
3
0.9
47
10.6
3
1.0
2
1.1
1
0.3
1
0.9
247
3.7
0
0
12
8.0
2
1.6
1
1.4
0
0
2
1.0
354
3.8
3
1.5
35
11.9
1
0.5
1
0.9
1
0.5
--
--
Too much service/too many assignments
87
7.8
4616
7.2
97
6.5
48
5.1
91
8.0
73
7.4
67
4.3
45
8.5
2880
8.3
51
7.4
25
5.3
53
8.8
41
7.5
47
5.2
10
4.8
630
5.4
6
3.4
4
2.7
8
5.9
8
5.6
10
3.4
32
8.4
1106
6.3
40
6.5
19
5.8
30
7.5
24
8.1
10
2.9
21
8.3
1547
7.7
19
4.6
13
5.3
30
9.2
33
8.4
27
4.6
26
8.8
1599
9.0
33
10.9
14
5.4
34
9.2
15
5.7
21
6.0
32
6.0
1942
6.1
37
5.1
21
4.3
37
7.2
28
5.4
24
2.8
53
9.4
2620
8.4
60
8.3
27
6.1
53
8.8
45
10.0
43
6.5
67
8.2
3733
7.8
81
7.1
28
5.6
74
9.0
63
7.9
55
4.7
20
6.6
870
5.4
16
4.6
20
4.5
17
5.4
10
5.4
12
3.3
4
3.8
251
3.8
5
3.4
2
1.3
6
4.8
5
6.8
1
0.6
16
8.0
619
6.6
11
5.6
18
6.1
11
5.8
5
4.5
11
6.0
--
--
Teaching load
93
8.3
3115
4.9
52
3.5
46
4.9
49
4.3
32
3.2
49
3.2
36
6.8
1489
4.3
17
2.5
19
4.0
16
2.7
17
3.1
11
1.2
21
10.0
641
5.5
13
7.3
4
2.7
6
4.4
5
3.5
15
5.1
36
9.4
985
5.6
22
3.5
23
7.0
27
6.7
10
3.4
23
6.7
12
4.8
828
4.1
11
2.6
7
2.9
10
3.1
15
3.8
7
1.2
24
8.1
790
4.5
6
2.0
16
6.2
10
2.7
5
1.9
5
1.4
32
6.0
1353
4.2
23
3.2
21
4.3
17
3.3
15
2.9
25
2.9
60
10.6
1718
5.5
28
3.9
24
5.4
30
5.0
15
3.4
22
3.4
68
8.3
2326
4.9
43
3.8
20
4.0
32
3.9
25
3.1
39
3.3
25
8.2
782
4.9
9
2.6
26
5.8
17
5.4
7
3.8
10
2.8
8
7.6
327
4.9
2
1.3
7
4.6
2
1.6
6
8.1
7
3.9
17
8.5
455
4.8
7
3.5
19
6.5
15
7.9
1
0.9
3
1.6
--
--
Unrelenting pressure to perform
51
4.6
2273
3.5
44
3.0
38
4.0
50
4.4
35
3.6
25
1.6
22
4.2
1168
3.4
17
2.5
20
4.3
35
5.8
21
3.9
8
0.9
13
6.2
460
4.0
4
2.2
9
6.2
4
2.9
4
2.8
11
3.8
16
4.2
645
3.7
23
3.7
9
2.7
11
2.7
10
3.4
6
1.7
13
5.2
633
3.1
12
2.9
11
4.5
13
4.0
11
2.8
6
1.0
11
3.7
694
3.9
5
1.6
10
3.9
26
7.1
11
4.2
2
0.6
16
3.0
919
2.9
24
3.3
18
3.7
26
5.0
14
2.7
7
0.8
33
5.8
1319
4.2
19
2.6
20
4.5
23
3.8
20
4.5
16
2.4
39
4.8
1903
4.0
38
3.3
26
5.2
42
5.1
30
3.8
20
1.7
12
3.9
364
2.3
6
1.7
12
2.7
8
2.5
5
2.7
5
1.4
3
2.9
123
1.8
1
0.7
2
1.3
3
2.4
0
0
2
1.1
9
4.5
241
2.6
5
2.5
10
3.4
5
2.6
5
4.5
3
1.6
--
--
Academic freedom
8
0.7
313
0.5
5
0.3
4
0.4
3
0.3
5
0.5
8
0.5
6
1.1
168
0.5
4
0.6
2
0.4
3
0.5
1
0.2
4
0.4
0
0
38
0.3
0
0
1
0.7
0
0
1
0.7
2
0.7
2
0.5
107
0.6
1
0.2
1
0.3
0
0
3
1.0
2
0.6
2
0.8
110
0.6
2
0.5
1
0.4
2
0.6
1
0.2
4
0.7
4
1.4
83
0.5
2
0.7
1
0.4
1
0.3
1
0.4
0
0
3
0.6
181
0.6
3
0.4
4
0.8
2
0.4
3
0.6
4
0.5
5
0.9
121
0.4
1
0.1
0
0
1
0.2
2
0.5
2
0.3
7
0.9
219
0.5
5
0.4
2
0.4
2
0.2
5
0.6
6
0.5
1
0.3
90
0.6
0
0
2
0.5
1
0.3
0
0
2
0.6
1
0.9
43
0.6
0
0
1
0.7
0
0
0
0
2
1.1
0
0
47
0.5
0
0
1
0.3
1
0.5
0
0
0
0
--
--
Tenure/promotion clarity or requirements
24
2.1
1764
2.8
35
2.4
23
2.4
26
2.3
23
2.3
24
1.6
8
1.5
459
1.3
10
1.4
3
0.6
6
1.0
6
1.1
4
0.4
5
2.4
504
4.3
8
4.5
11
7.5
5
3.7
6
4.2
9
3.1
11
2.9
801
4.5
17
2.8
9
2.7
15
3.7
11
3.7
11
3.2
0
0
111
0.6
2
0.5
0
0
0
0
3
0.8
3
0.5
8
2.7
483
2.7
11
3.6
5
1.9
8
2.2
6
2.3
2
0.6
16
3.0
845
2.6
19
2.6
12
2.5
14
2.7
10
1.9
9
1.1
8
1.4
901
2.9
15
2.1
11
2.5
12
2.0
13
2.9
14
2.1
17
2.1
1296
2.7
24
2.1
9
1.8
22
2.7
16
2.0
18
1.5
7
2.3
466
2.9
11
3.2
14
3.1
4
1.3
7
3.8
6
1.6
1
0.9
182
2.7
2
1.3
3
2.0
1
0.8
2
2.7
0
0
6
3.0
284
3.0
9
4.5
11
3.7
3
1.6
5
4.5
6
3.2
--
--
Quality of leadership
60
5.4
3561
5.6
45
3.0
54
5.7
43
3.8
40
4.1
66
4.3
27
5.1
2409
6.9
23
3.3
36
7.7
23
3.8
28
5.2
57
6.3
8
3.8
422
3.6
1
0.6
10
6.8
4
2.9
3
2.1
1
0.3
25
6.5
730
4.1
21
3.4
8
2.4
16
4.0
9
3.0
8
2.3
16
6.3
1513
7.5
14
3.4
17
6.9
16
4.9
21
5.3
36
6.1
17
5.7
1076
6.1
10
3.3
20
7.7
10
2.7
11
4.2
22
6.3
26
4.9
2088
6.5
25
3.5
30
6.1
22
4.3
30
5.8
43
5.0
33
5.8
1427
4.6
16
2.2
22
5.0
20
3.3
9
2.0
22
3.4
40
4.9
2778
5.8
40
3.5
26
5.2
31
3.8
35
4.4
47
4.0
20
6.6
765
4.8
5
1.4
28
6.3
12
3.8
5
2.7
19
5.2
7
6.7
309
4.6
0
0
13
8.6
8
6.4
3
4.0
14
7.8
13
6.5
456
4.9
5
2.5
15
5.1
4
2.1
2
1.8
5
2.7
--
--
Patient care/client services
0
0
17
0.0
3
0.2
0
0
0
0
2
0.2
0
0
0
0
5
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
11
0.1
3
0.5
0
0
0
0
2
0.7
0
0
0
0
4
0.0
2
0.5
0
0
0
0
0
0
0
0
0
0
6
0.0
0
0
0
0
0
0
1
0.4
0
0
0
0
4
0.0
1
0.1
0
0
0
0
0
0
0
0
0
0
13
0.0
2
0.3
0
0
0
0
2
0.5
0
0
0
0
14
0.0
1
0.1
0
0
0
0
2
0.2
0
0
0
0
3
0.0
2
0.6
0
0
0
0
0
0
0
0
0
0
1
0.0
1
0.7
0
0
0
0
0
0
0
0
0
0
2
0.0
1
0.5
0
0
0
0
0
0
0
0
--
--
Other (Please specify)
68
6.1
938
1.5
116
7.8
0
0
0
0
85
8.6
102
6.6
29
5.5
519
1.5
56
8.1
0
0
0
0
51
9.4
69
7.6
11
5.2
124
1.1
11
6.2
0
0
0
0
10
6.9
14
4.8
28
7.3
295
1.7
49
7.9
0
0
0
0
24
8.1
19
5.5
13
5.2
361
1.8
39
9.3
0
0
0
0
34
8.6
53
9.0
16
5.4
208
1.2
19
6.2
0
0
0
0
24
9.1
17
4.8
35
6.6
428
1.3
47
6.5
0
0
0
0
41
7.8
57
6.7
32
5.7
483
1.6
66
9.1
0
0
0
0
42
9.4
44
6.7
59
7.2
764
1.6
95
8.3
0
0
0
0
72
9.0
90
7.6
9
3.0
169
1.1
21
6.0
0
0
0
0
13
7.0
12
3.3
2
1.9
52
0.8
10
6.7
0
0
0
0
4
5.4
5
2.8
7
3.5
117
1.2
11
5.6
0
0
0
0
9
8.0
7
3.8
--
--
Other (Please specify)
18
1.6
161
0.2
17
1.1
0
0
0
0
12
1.2
16
1.0
11
2.1
100
0.3
11
1.6
0
0
0
0
10
1.8
8
0.9
2
0.9
17
0.1
0
0
0
0
0
0
1
0.7
2
0.7
5
1.3
44
0.2
6
1.0
0
0
0
0
1
0.3
6
1.7
3
1.2
73
0.4
9
2.2
0
0
0
0
5
1.3
8
1.4
8
2.7
32
0.2
2
0.7
0
0
0
0
5
1.9
0
0
5
0.9
95
0.3
9
1.2
0
0
0
0
7
1.3
12
1.4
11
1.9
63
0.2
8
1.1
0
0
0
0
5
1.1
4
0.6
18
2.2
131
0.3
14
1.2
0
0
0
0
12
1.5
14
1.2
0
0
29
0.2
3
0.9
0
0
0
0
0
0
2
0.6
0
0
8
0.1
1
0.7
0
0
0
0
0
0
1
0.6
0
0
21
0.2
2
1.0
0
0
0
0
0
0
1
0.5
--
--
There are no positive aspects
24
2.1
1503
2.4
87
5.8
37
3.9
15
1.3
26
2.6
29
1.9
8
1.5
706
2.0
25
3.6
17
3.6
6
1.0
15
2.8
17
1.9
3
1.4
177
1.5
8
4.5
7
4.8
3
2.2
6
4.2
3
1.0
13
3.4
620
3.5
54
8.7
13
3.9
6
1.5
5
1.7
9
2.6
6
2.4
559
2.8
13
3.1
7
2.9
5
1.5
13
3.3
12
2.0
3
1.0
268
1.5
14
4.6
11
4.2
4
1.1
5
1.9
6
1.7
9
1.7
935
2.9
53
7.3
17
3.5
12
2.3
20
3.8
21
2.5
14
2.5
535
1.7
32
4.4
19
4.3
3
0.5
6
1.3
6
0.9
18
2.2
1043
2.2
71
6.2
17
3.4
10
1.2
20
2.5
21
1.8
6
2.0
457
2.9
16
4.6
20
4.5
5
1.6
6
3.2
8
2.2
2
1.9
238
3.6
8
5.4
8
5.3
3
2.4
2
2.7
5
2.8
4
2.0
219
2.3
8
4.0
12
4.1
2
1.1
4
3.6
3
1.6
--
--
Decline to answer
30
2.7
1464
2.3
53
3.6
22
2.3
10
0.9
25
2.5
35
2.3
14
2.7
714
2.1
21
3.0
9
1.9
7
1.2
16
2.9
13
1.4
6
2.9
225
1.9
7
3.9
5
3.4
0
0
3
2.1
6
2.0
10
2.6
525
3.0
25
4.0
8
2.4
3
0.8
6
2.0
16
4.6
6
2.4
479
2.4
15
3.6
8
3.2
6
1.8
8
2.0
6
1.0
8
2.7
318
1.8
7
2.3
2
0.8
1
0.3
8
3.0
8
2.3
16
3.0
859
2.7
27
3.7
12
2.5
5
1.0
18
3.5
23
2.7
13
2.3
588
1.9
24
3.3
10
2.3
5
0.8
7
1.6
12
1.8
19
2.3
904
1.9
35
3.1
6
1.2
8
1.0
14
1.8
24
2.0
11
3.6
552
3.4
18
5.2
16
3.6
2
0.6
11
5.9
11
3.0
5
4.8
291
4.4
8
5.4
7
4.6
2
1.6
6
8.1
6
3.4
6
3.0
261
2.8
10
5.0
9
3.1
0
0
5
4.5
5
2.7
Q270NS
None
(Answered)
430
71.5
20264
58.9
531
63.1
359
70.2
467
78.5
383
71.5
616
75.4
211
75.1
11098
59.9
257
67.8
192
76.8
255
82.0
225
74.8
370
77.7
74
66.1
3519
57.3
63
62.4
48
59.3
53
75.7
56
72.7
120
79.0
145
69.7
5647
58.1
211
58.3
119
66.1
159
74.3
102
64.6
126
66.7
107
77.0
6637
61.0
149
64.5
94
71.2
137
79.7
166
76.5
252
82.1
114
74.0
5430
58.0
118
70.7
111
80.4
154
81.0
101
70.6
132
71.3
204
71.6
10073
58.0
244
58.5
185
70.3
202
74.8
200
68.7
335
73.5
217
71.6
9875
59.5
270
66.7
168
70.0
257
81.3
176
74.0
263
77.1
327
75.0
15304
59.9
410
63.7
196
74.2
343
80.1
313
72.5
480
77.2
103
62.4
4888
56.0
121
61.1
163
66.0
124
74.2
70
67.3
136
69.7
31
54.4
2020
54.7
45
52.9
56
65.9
41
61.2
22
52.4
64
65.3
72
66.7
2868
57.0
76
67.3
107
66.0
83
83.0
48
77.4
72
74.2
--
--
Decline to answer
171
28.4
6976
20.3
311
36.9
152
29.8
128
21.5
153
28.5
201
24.6
70
24.9
3254
17.6
122
32.2
58
23.2
56
18.0
76
25.2
106
22.3
38
33.9
1356
22.1
38
37.6
33
40.7
17
24.3
21
27.3
32
21.1
63
30.3
2366
24.3
151
41.7
61
33.9
55
25.7
56
35.4
63
33.3
32
23.0
2017
18.5
82
35.5
38
28.8
35
20.4
51
23.5
55
17.9
40
26.0
1653
17.7
49
29.3
27
19.6
36
18.9
42
29.4
53
28.6
81
28.4
3814
22.0
173
41.5
78
29.7
68
25.2
91
31.3
121
26.5
86
28.4
3072
18.5
135
33.3
72
30.0
59
18.7
62
26.1
78
22.9
109
25.0
4807
18.8
234
36.3
68
25.8
85
19.9
119
27.6
142
22.8
62
37.6
2145
24.6
77
38.9
84
34.0
43
25.8
34
32.7
59
30.3
26
45.6
1056
28.6
40
47.1
29
34.1
26
38.8
20
47.6
34
34.7
36
33.3
1089
21.6
37
32.7
55
34.0
17
17.0
14
22.6
25
25.8