Table A-8. Imputation for nonresponse in master's-granting institutions, by field and graduate enrollment, postdoctorate, or doctorate nonfaculty researcher status: 2012–14
Year
Organizational units in universe
Total in survey
Number imputed
Imputation rate (%)
Full-time student
Part-time student
Post-doctorate
Doctorate nonfaculty researchers
Full-time student
Part-time student
Post-doctorate
Doctorate nonfaculty researchers
Full-time student
Part-time student
Post-doctorate
Doctorate nonfaculty researchers
Fall 2014new, all surveyed fieldsa
1,705
39,369
38,265
147
64
386
425
2
0
1.0
1.1
1.4
0.0
Science and engineering
1,520
32,887
34,567
127
51
297
78
2
0
0.9
0.2
1.6
0.0
Science
1,338
28,268
31,056
121
42
297
78
0
0
1.1
0.3
0.0
0.0
Agricultural sciences
61
810
628
8
3
0
0
0
0
0.0
0.0
0.0
0.0
Biological sciences
236
3,777
3,250
49
8
66
45
0
0
1.7
1.4
0.0
0.0
Communication
70
883
1,231
0
3
0
0
0
0
0.0
0.0
0.0
0.0
Computer sciences
140
8,132
7,485
3
5
216
6
0
0
2.7
0.1
0.0
0.0
Earth, atmospheric, and ocean sciences
55
472
603
12
2
0
0
0
0
0.0
0.0
0.0
0.0
Family and consumer sciences and human sciences
13
230
311
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mathematics and statistics
85
908
1,324
3
0
10
11
0
0
1.1
0.8
0.0
0.0
Multidisciplinary and interdisciplinary studies
52
571
544
1
3
5
16
0
0
0.9
2.9
0.0
0.0
Neurobiology and neuroscience
6
38
34
2
1
0
0
0
0
0.0
0.0
0.0
0.0
Physical sciences
73
504
513
36
13
0
0
0
0
0.0
0.0
0.0
0.0
Psychology
236
6,361
4,759
6
1
0
0
0
0
0.0
0.0
0.0
0.0
Social sciences
311
5,582
10,374
1
3
0
0
0
0
0.0
0.0
0.0
0.0
Engineering
182
4,619
3,511
6
9
0
0
2
0
0.0
0.0
33.3
0.0
Aerospace engineering
2
51
40
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Agricultural engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Architecture
2
20
8
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Biomedical engineering
7
90
46
2
0
0
0
2
0
0.0
0.0
100.0
0.0
Chemical engineering
5
42
48
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Civil engineering
34
559
799
1
3
0
0
0
0
0.0
0.0
0.0
0.0
Electrical engineering
52
2,462
1,201
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Engineering science, mechanics, and physics
2
34
5
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Industrial and manufacturing engineering
24
533
353
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mechanical engineering
28
527
616
3
0
0
0
0
0
0.0
0.0
0.0
0.0
Metallurgical and materials engineering
3
22
37
0
6
0
0
0
0
0.0
0.0
0.0
0.0
Mining engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Nuclear engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Petroleum engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Engineering nec
23
279
358
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Health
185
6,482
3,698
20
13
89
347
0
0
1.4
9.4
0.0
0.0
Clinical medicine
49
1,734
1,719
8
2
89
347
0
0
5.1
20.2
0.0
0.0
Other health
136
4,748
1,979
12
11
0
0
0
0
0.0
0.0
0.0
0.0
Fall 2014old, all surveyed fieldsa
1,384
32,996
29,142
120
55
46
19
0
0
0.1
0.1
0.0
0.0
Science and engineering
1,241
27,840
26,395
112
47
46
19
0
0
0.2
0.1
0.0
0.0
Science
1,087
23,468
23,244
108
38
46
19
0
0
0.2
0.1
0.0
0.0
Agricultural sciences
43
575
397
8
3
0
0
0
0
0.0
0.0
0.0
0.0
Biological sciences
186
2,831
2,496
44
8
37
8
0
0
1.3
0.3
0.0
0.0
Communication
59
653
1,037
0
3
0
0
0
0
0.0
0.0
0.0
0.0
Computer sciences
107
6,907
3,381
3
5
0
0
0
0
0.0
0.0
0.0
0.0
Earth, atmospheric, and ocean sciences
45
376
536
10
1
0
0
0
0
0.0
0.0
0.0
0.0
Family and consumer sciences and human sciences
11
204
215
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mathematics and statistics
70
845
1,192
3
0
9
11
0
0
1.1
0.9
0.0
0.0
Multidisciplinary and interdisciplinary studies
36
275
343
1
0
0
0
0
0
0.0
0.0
0.0
0.0
Neurobiology and neuroscience
5
38
34
2
1
0
0
0
0
0.0
0.0
0.0
0.0
Physical sciences
69
480
492
31
13
0
0
0
0
0.0
0.0
0.0
0.0
Psychology
199
5,605
4,255
5
1
0
0
0
0
0.0
0.0
0.0
0.0
Social sciences
257
4,679
8,866
1
3
0
0
0
0
0.0
0.0
0.0
0.0
Engineering
154
4,372
3,151
4
9
0
0
0
0
0.0
0.0
0.0
0.0
Aerospace engineering
2
51
40
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Agricultural engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Architecture
1
18
8
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Biomedical engineering
6
90
46
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Chemical engineering
5
42
48
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Civil engineering
30
518
725
1
3
0
0
0
0
0.0
0.0
0.0
0.0
Electrical engineering
45
2,409
1,108
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Engineering science, mechanics, and physics
1
27
1
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Industrial and manufacturing engineering
20
429
271
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mechanical engineering
22
516
538
3
0
0
0
0
0
0.0
0.0
0.0
0.0
Metallurgical and materials engineering
3
22
37
0
6
0
0
0
0
0.0
0.0
0.0
0.0
Mining engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Nuclear engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Petroleum engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Engineering nec
19
250
329
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Health
143
5,156
2,747
8
8
0
0
0
0
0.0
0.0
0.0
0.0
Clinical medicine
32
1,005
958
4
2
0
0
0
0
0.0
0.0
0.0
0.0
Other health
111
4,151
1,789
4
6
0
0
0
0
0.0
0.0
0.0
0.0
Fall 2013, all surveyed fields
1,412
29,003
30,003
118
68
414
974
21
9
1.4
3.2
17.8
13.2
Science and engineering
1,273
24,295
27,117
112
61
414
974
21
9
1.7
3.6
18.8
14.8
Science
1,104
21,262
23,876
110
52
399
958
21
9
1.9
4.0
19.1
17.3
Agricultural sciences
45
600
429
8
6
0
0
0
0
0.0
0.0
0.0
0.0
Biological sciences
186
2,767
2,695
19
12
5
1
0
0
0.2
0.0
0.0
0.0
Communication
58
734
1,158
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Computer sciences
110
3,971
2,643
4
1
38
60
2
0
1.0
2.3
50.0
0.0
Earth, atmospheric, and ocean sciences
47
396
514
9
9
0
0
0
2
0.0
0.0
0.0
22.2
Family and consumer sciences and human sciences
8
188
182
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mathematics and statistics
74
814
1,202
1
0
6
9
0
0
0.7
0.7
0.0
0.0
Multidisciplinary and interdisciplinary studies
37
183
317
2
1
24
46
0
0
13.1
14.5
0.0
0.0
Neurobiology and neuroscience
3
1
34
3
0
0
0
0
0
0.0
0.0
0.0
0.0
Physical sciences
70
555
520
40
10
0
0
0
0
0.0
0.0
0.0
0.0
Psychology
196
6,010
4,813
23
9
41
95
19
7
0.7
2.0
82.6
77.8
Social sciences
270
5,043
9,369
1
4
285
747
0
0
5.7
8.0
0.0
0.0
Engineering
169
3,033
3,241
2
9
15
16
0
0
0.5
0.5
0.0
0.0
Aerospace engineering
2
40
40
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Agricultural engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Architecture
1
14
12
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Biomedical engineering
7
77
63
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Chemical engineering
6
32
47
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Civil engineering
29
428
695
0
1
0
0
0
0
0.0
0.0
0.0
0.0
Electrical engineering
47
1,414
930
0
2
0
0
0
0
0.0
0.0
0.0
0.0
Engineering science, mechanics, and physics
4
35
27
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Industrial and manufacturing engineering
22
365
401
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mechanical engineering
22
341
545
2
0
0
0
0
0
0.0
0.0
0.0
0.0
Metallurgical and materials engineering
3
32
35
0
6
0
0
0
0
0.0
0.0
0.0
0.0
Mining engineering
1
2
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Nuclear engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Petroleum engineering
1
3
1
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Engineering nec
24
250
445
0
0
15
16
0
0
6.0
3.6
0.0
0.0
Health
139
4,708
2,886
6
7
0
0
0
0
0.0
0.0
0.0
0.0
Clinical medicine
34
798
943
3
2
0
0
0
0
0.0
0.0
0.0
0.0
Other health
105
3,910
1,943
3
5
0
0
0
0
0.0
0.0
0.0
0.0
Fall 2012, all surveyed fields
1,385
26,321
29,344
87
36
299
500
2
0
1.1
1.7
2.3
0.0
Science and engineering
1,237
21,821
26,391
76
19
253
483
2
0
1.2
1.8
2.6
0.0
Science
1,075
19,184
22,976
71
12
227
413
2
0
1.2
1.8
2.8
0.0
Agricultural sciences
50
560
448
5
0
0
0
0
0
0.0
0.0
0.0
0.0
Biological sciences
184
2,860
2,591
21
2
27
37
0
0
0.9
1.4
0.0
0.0
Communication
56
803
1,276
0
0
5
2
0
0
0.6
0.2
0.0
0.0
Computer sciences
105
2,369
2,873
3
0
52
68
2
0
2.2
2.4
66.7
0.0
Earth, atmospheric, and ocean sciences
49
418
482
9
4
0
3
0
0
0.0
0.6
0.0
0.0
Family and consumer sciences and human sciences
10
241
281
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mathematics and statistics
76
798
1,198
2
0
8
34
0
0
1.0
2.8
0.0
0.0
Multidisciplinary and interdisciplinary studies
31
180
308
1
0
3
7
0
0
1.7
2.3
0.0
0.0
Neurobiology and neuroscience
1
0
0
1
0
0
0
0
0
0.0
0.0
0.0
0.0
Physical sciences
64
586
505
22
2
3
10
0
0
0.5
2.0
0.0
0.0
Psychology
181
5,495
4,170
6
1
48
69
0
0
0.9
1.7
0.0
0.0
Social sciences
268
4,874
8,844
1
3
81
183
0
0
1.7
2.1
0.0
0.0
Engineering
162
2,637
3,415
5
7
26
70
0
0
1.0
2.0
0.0
0.0
Aerospace engineering
2
46
37
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Agricultural engineering
1
4
4
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Architecture
1
8
15
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Biomedical engineering
3
47
25
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Chemical engineering
6
45
35
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Civil engineering
28
463
649
1
0
0
0
0
0
0.0
0.0
0.0
0.0
Electrical engineering
42
998
959
0
0
3
6
0
0
0.3
0.6
0.0
0.0
Engineering science, mechanics, and physics
4
32
22
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Industrial and manufacturing engineering
23
371
523
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Mechanical engineering
22
299
561
2
0
0
0
0
0
0.0
0.0
0.0
0.0
Metallurgical and materials engineering
3
38
30
2
7
0
0
0
0
0.0
0.0
0.0
0.0
Mining engineering
1
1
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Nuclear engineering
0
0
0
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Petroleum engineering
1
2
3
0
0
0
0
0
0
0.0
0.0
0.0
0.0
Engineering nec
25
283
552
0
0
23
64
0
0
8.1
11.6
0.0
0.0
Health
148
4,500
2,953
11
17
46
17
0
0
1.0
0.6
0.0
0.0
Clinical medicine
30
550
913
5
4
0
0
0
0
0.0
0.0
0.0
0.0
Other health
118
3,950
2,040
6
13
46
17
0
0
1.2
0.8
0.0
0.0