TABLE A-5. Imputation for nonresponse in doctorate-granting institutions, by field and graduate enrollment or postdoctoral status: 2009–11
Year and field
Fall 2011, all surveyed fields
Science and engineering
Science
Agricultural sciences
Biological sciences
Communication
Computer sciences
Earth, atmospheric, and ocean sciences
Family and consumer sciences/human sciences
Mathematical sciences
Multidisciplinary/interdisciplinary studies
Neuroscience
Physical sciences
Psychology
Social sciences
Engineering
Aerospace engineering
Agricultural engineering
Architecture
Biomedical engineering
Chemical engineering
Civil engineering
Electrical engineering
Engineering science
Industrial engineering
Mechanical engineering
Metallurgical/materials engineering
Mining engineering
Nuclear engineering
Petroleum engineering
Engineering, nec
Health
Clinical medicine
Other health
Organizational
units in
universe
12,419
9,685
7,862
456
2,306
182
437
409
95
452
313
163
669
659
1,721
Total in survey
Number imputed
Imputation rate (%)
Full-time Part-time
Poststudent student doctorate
Full-time Part-time
Poststudent student doctorate
Full-time Part-time
Poststudent student doctorate
430,623 139,911
388,995 122,764
283,914 87,919
10,889
4,189
59,764
9,922
6,053
2,949
30,407 15,713
11,973
2,914
2,348
1,442
17,587
4,380
3,790
1,995
3,909
179
35,056
3,600
33,496 12,112
68,642 28,524
62,854
44,164
37,404
1,255
21,317
63
766
1,764
54
803
697
1,362
7,479
1,072
772
6,804
5,622
4,115
10
597
53
1,301
290
0
352
79
36
277
659
461
3,147
2,868
2,169
0
87
70
760
377
0
111
29
0
51
333
351
3,249
2,147
1,662
1
1,061
0
67
24
2
59
4
10
395
34
5
1.6
1.4
1.4
0.1
1.0
0.9
4.3
2.4
0.0
2.0
2.1
0.9
0.8
2.0
0.7
2.2
2.3
2.5
0.0
0.9
2.4
4.8
12.9
0.0
2.5
1.5
0.0
1.4
2.7
1.2
5.2
4.9
4.4
0.1
5.0
0.0
8.7
1.4
3.7
7.3
0.6
0.7
5.3
3.2
0.6
1,823
60
43
58
139
146
248
280
56
163
206
141
19
27
18
219
105,081
4,200
1,372
2,754
7,847
7,594
13,898
29,600
1,545
7,737
15,758
5,839
412
1,165
1,057
4,303
34,845
1,405
283
331
1,227
1,147
4,630
9,800
509
5,683
5,230
740
86
334
235
3,205
6,760
195
129
17
1,076
1,137
551
1,062
232
121
894
860
4
109
35
338
1,507
152
0
0
0
94
47
490
43
457
223
0
0
0
0
1
699
77
0
0
0
0
30
204
25
269
89
0
0
0
0
5
485
0
4
2
122
65
15
63
90
0
77
38
0
8
0
1
1.4
3.6
0.0
0.0
0.0
1.2
0.3
1.7
2.8
5.9
1.4
0.0
0.0
0.0
0.0
0.0
2.0
5.5
0.0
0.0
0.0
0.0
0.6
2.1
4.9
4.7
1.7
0.0
0.0
0.0
0.0
0.2
7.2
0.0
3.1
11.8
11.3
5.7
2.7
5.9
38.8
0.0
8.6
4.4
0.0
7.3
0.0
0.3
2,734
1,888
846
41,628
17,315
24,313
17,147
8,043
9,104
18,690
16,275
2,415
1,182
430
752
279
149
130
1,102
944
158
2.8
2.5
3.1
1.6
1.9
1.4
5.9
5.8
6.5
Fall 2010, all surveyed fields
12,276
433,252 142,533
63,305
6,613
1,749
2,969
1.5
1.2
4.7
Science and engineering
9,482
386,384 121,730
43,947
5,853
1,571
1,910
1.5
1.3
4.3
7,661
445
2,279
167
439
407
279,950
10,505
60,028
5,588
30,080
11,868
36,997
1,189
21,489
60
746
1,758
4,220
18
801
53
1,195
318
985
0
69
67
538
99
1,524
19
1,026
0
23
47
1.5
0.2
1.3
0.9
4.0
2.7
1.1
0.0
0.7
2.5
3.4
3.4
4.1
1.6
4.8
0.0
3.1
2.7
Science
Agricultural sciences
Biological sciences
Communication
Computer sciences
Earth, atmospheric, and ocean sciences
86,362
4,056
9,494
2,631
15,780
2,888
TABLE A-5. Imputation for nonresponse in doctorate-granting institutions, by field and graduate enrollment or postdoctoral status: 2009–11
Year and field
Family and consumer sciences/human sciences
Mathematical sciences
Multidisciplinary/interdisciplinary studies
Neuroscience
Physical sciences
Psychology
Social sciences
Engineering
Aerospace engineering
Agricultural engineering
Architecture
Biomedical engineering
Chemical engineering
Civil engineering
Electrical engineering
Engineering science
Industrial engineering
Mechanical engineering
Metallurgical/materials engineering
Mining engineering
Nuclear engineering
Petroleum engineering
Engineering, nec
Health
Clinical medicine
Other health
Organizational
units in
universe
Total in survey
Number imputed
Imputation rate (%)
Full-time Part-time
Poststudent student doctorate
Full-time Part-time
Poststudent student doctorate
Full-time Part-time
Poststudent student doctorate
87
450
302
107
664
657
1,657
2,118
16,917
4,482
2,682
34,280
33,566
67,836
1,373
4,413
2,260
116
3,591
11,680
28,080
30
752
763
817
7,677
1,072
644
0
224
0
28
422
544
617
0
24
0
0
16
84
88
1
20
2
20
330
28
8
0.0
1.3
0.0
1.0
1.2
1.6
0.9
0.0
0.5
0.0
0.0
0.4
0.7
0.3
3.3
2.7
0.3
2.4
4.3
2.6
1.2
1,821
62
36
83
143
148
257
266
47
161
210
129
19
26
18
216
106,434
4,187
1,198
5,959
7,375
7,472
13,719
28,605
1,478
7,829
16,257
5,519
353
1,123
1,058
4,302
35,368
1,287
259
688
1,064
1,101
4,780
10,004
542
6,107
5,262
697
55
336
231
2,955
6,950
191
119
10
1,036
1,092
569
1,097
242
163
1,006
834
6
107
46
432
1,633
128
0
97
23
77
57
485
41
432
273
20
0
0
0
0
586
66
0
5
3
0
33
145
21
234
77
2
0
0
0
0
386
8
0
0
155
29
4
71
9
23
39
8
3
0
3
34
1.5
3.1
0.0
1.6
0.3
1.0
0.4
1.7
2.8
5.5
1.7
0.4
0.0
0.0
0.0
0.0
1.7
5.1
0.0
0.7
0.3
0.0
0.7
1.4
3.9
3.8
1.5
0.3
0.0
0.0
0.0
0.0
5.6
4.2
0.0
0.0
15.0
2.7
0.7
6.5
3.7
14.1
3.9
1.0
50.0
0.0
6.5
7.9
2,794
1,888
906
46,868
16,852
30,016
20,803
7,216
13,587
19,358
16,609
2,749
760
197
563
178
42
136
1,059
843
216
1.6
1.2
1.9
0.9
0.6
1.0
5.5
5.1
7.9
Fall 2009, all surveyed fields
11,865
428,856 145,027
57,714
5,209
2,396
1,066
1.2
1.7
1.8
Science and engineering
9,191
376,569 120,654
40,717
4,557
1,779
723
1.2
1.5
1.8
7,435
453
2,227
156
422
388
81
450
226
84
640
662
1,646
275,074
10,246
59,235
5,429
29,669
11,211
1,903
16,328
3,420
2,261
33,671
34,585
67,116
34,306
1,080
20,125
38
591
1,420
22
737
458
642
7,424
1,209
560
3,199
0
628
23
695
177
0
10
0
0
53
358
1,255
1,197
0
164
2
465
108
0
17
0
0
28
109
304
602
11
307
0
18
34
0
2
0
0
106
121
3
1.2
0.0
1.1
0.4
2.3
1.6
0.0
0.1
0.0
0.0
0.2
1.0
1.9
1.4
0.0
1.8
0.1
2.9
4.0
0.0
0.4
0.0
0.0
0.8
0.9
1.1
1.8
1.0
1.5
0.0
3.0
2.4
0.0
0.3
0.0
0.0
1.4
10.0
0.5
Science
Agricultural sciences
Biological sciences
Communication
Computer sciences
Earth, atmospheric, and ocean sciences
Family and consumer sciences/human sciences
Mathematical sciences
Multidisciplinary/interdisciplinary studies
Neuroscience
Physical sciences
Psychology
Social sciences
85,427
3,864
9,345
2,522
15,924
2,731
1,181
4,199
2,091
55
3,427
11,979
28,109
TABLE A-5. Imputation for nonresponse in doctorate-granting institutions, by field and graduate enrollment or postdoctoral status: 2009–11
Year and field
Engineering
Aerospace engineering
Agricultural engineering
Architecture
Biomedical engineering
Chemical engineering
Civil engineering
Electrical engineering
Engineering science
Industrial engineering
Mechanical engineering
Metallurgical/materials engineering
Mining engineering
Nuclear engineering
Petroleum engineering
Engineering, nec
Health
Clinical medicine
Other health
nec = not elsewhere classified.
Organizational
units in
universe
Total in survey
Number imputed
Imputation rate (%)
Full-time Part-time
Poststudent student doctorate
Full-time Part-time
Poststudent student doctorate
Full-time Part-time
Poststudent student doctorate
1,756
58
36
82
137
148
251
265
43
157
203
129
18
25
17
187
101,495
3,845
1,084
5,988
6,840
7,058
13,120
27,792
1,450
7,878
15,215
5,166
205
968
988
3,898
35,227
1,251
219
673
1,039
1,019
4,588
10,278
554
6,748
4,986
656
97
275
196
2,648
6,411
168
110
22
960
1,084
535
1,023
226
109
945
758
4
90
36
341
1,358
121
0
61
180
0
11
384
36
404
161
0
0
0
0
0
582
56
0
1
0
0
2
236
18
203
66
0
0
0
0
0
121
0
0
0
36
17
6
10
0
1
47
0
3
1
0
0
1.3
3.1
0.0
1.0
2.6
0.0
0.1
1.4
2.5
5.1
1.1
0.0
0.0
0.0
0.0
0.0
1.7
4.5
0.0
0.1
0.0
0.0
0.0
2.3
3.2
3.0
1.3
0.0
0.0
0.0
0.0
0.0
1.9
0.0
0.0
0.0
3.8
1.6
1.1
1.0
0.0
0.9
5.0
0.0
75.0
1.1
0.0
0.0
2,674
1,757
917
52,287
16,018
36,269
24,373
6,652
17,721
16,997
14,601
2,396
652
68
584
617
101
516
343
286
57
1.2
0.4
1.6
2.5
1.5
2.9
2.0
2.0
2.4
SOURCE: National Science Foundation/National Center for Science and Engineering Statistics, NSF-NIH Survey of Graduate Students and Postdoctorates in Science and
Engineering.