Table A-8. Imputation for nonresponse in master's-granting institutions, by field and graduate enrollment or postdoctoral status: 2010–12 |
Total in survey | Number imputed | Imputation rate (%) | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Year and field | Organizational units in universe |
Full-time student |
Part-time student |
Post- doctorate |
Full-time student |
Part-time student |
Post- doctorate |
Full-time student |
Full-time student |
Full-time student |
Fall 2012, all surveyed fields | 1,385 | 26,321 | 29,344 | 87 | 299 | 500 | 2 | 1.1 | 1.7 | 2.3 |
Science and engineering | 1,237 | 21,821 | 26,391 | 76 | 253 | 483 | 2 | 1.2 | 1.8 | 2.6 |
Science | 1,075 | 19,184 | 22,976 | 71 | 227 | 413 | 2 | 1.2 | 1.8 | 2.8 |
Agricultural sciences | 50 | 560 | 448 | 5 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Biological sciences | 184 | 2,860 | 2,591 | 21 | 27 | 37 | 0 | 0.9 | 1.4 | 0.0 |
Communication | 56 | 803 | 1,276 | 0 | 5 | 2 | 0 | 0.6 | 0.2 | 0.0 |
Computer sciences | 105 | 2,369 | 2,873 | 3 | 52 | 68 | 2 | 2.2 | 2.4 | 66.7 |
Earth, atmospheric, and ocean sciences | 49 | 418 | 482 | 9 | 0 | 3 | 0 | 0.0 | 0.6 | 0.0 |
Family and consumer sciences/human sciences | 10 | 241 | 281 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mathematical sciences | 76 | 798 | 1,198 | 2 | 8 | 34 | 0 | 1.0 | 2.8 | 0.0 |
Multidisciplinary/interdisciplinary studies | 31 | 180 | 308 | 1 | 3 | 7 | 0 | 1.7 | 2.3 | 0.0 |
Neuroscience | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Physical sciences | 64 | 586 | 505 | 22 | 3 | 10 | 0 | 0.5 | 2.0 | 0.0 |
Psychology | 181 | 5,495 | 4,170 | 6 | 48 | 69 | 0 | 0.9 | 1.7 | 0.0 |
Social sciences | 268 | 4,874 | 8,844 | 1 | 81 | 183 | 0 | 1.7 | 2.1 | 0.0 |
Engineering | 162 | 2,637 | 3,415 | 5 | 26 | 70 | 0 | 1.0 | 2.0 | 0.0 |
Aerospace engineering | 2 | 46 | 37 | 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 |
Architecture | 1 | 8 | 15 | 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 |
Chemical engineering | 6 | 45 | 35 | 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 |
Electrical engineering | 42 | 998 | 959 | 0 | 3 | 6 | 0 | 0.3 | 0.6 | 0.0 |
Engineering science | 4 | 32 | 22 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Industrial engineering | 23 | 371 | 523 | 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 |
Metallurgical/materials engineering | 3 | 38 | 30 | 2 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mining engineering | 1 | 1 | 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 |
Petroleum engineering | 1 | 2 | 3 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Engineering, nec | 25 | 283 | 552 | 0 | 23 | 64 | 0 | 8.1 | 11.6 | 0.0 |
Health | 148 | 4,500 | 2,953 | 11 | 46 | 17 | 0 | 1.0 | 0.6 | 0.0 |
Clinical medicine | 30 | 550 | 913 | 5 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Other health | 118 | 3,950 | 2,040 | 6 | 46 | 17 | 0 | 1.2 | 0.8 | 0.0 |
Fall 2011, all surveyed fields |
1,366 | 26,669 | 29,617 | 94 | 299 | 500 | 2 | 1.1 | 1.7 | 2.1 |
Science and engineering | 1,223 | 22,173 | 27,009 | 86 | 253 | 483 | 2 | 1.1 | 1.8 | 2.3 |
Science | 1,056 | 19,101 | 23,506 | 80 | 227 | 413 | 2 | 1.2 | 1.8 | 2.5 |
Agricultural sciences | 46 | 559 | 492 | 2 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Biological sciences | 182 | 3,009 | 2,728 | 25 | 27 | 37 | 0 | 0.9 | 1.4 | 0.0 |
Communication | 50 | 860 | 1,167 | 2 | 5 | 2 | 0 | 0.6 | 0.2 | 0.0 |
Computer sciences | 105 | 2,454 | 2,660 | 3 | 52 | 68 | 2 | 2.1 | 2.6 | 66.7 |
Earth, atmospheric, and ocean sciences | 50 | 431 | 502 | 7 | 0 | 3 | 0 | 0.0 | 0.6 | 0.0 |
Family and consumer sciences/human sciences | 13 | 268 | 451 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mathematical sciences | 75 | 716 | 1,118 | 2 | 8 | 34 | 0 | 1.1 | 3.0 | 0.0 |
Multidisciplinary/interdisciplinary studies | 32 | 313 | 439 | 0 | 3 | 7 | 0 | 1.0 | 1.6 | 0.0 |
Neuroscience | 1 | 2 | 27 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Physical sciences | 70 | 587 | 451 | 31 | 3 | 10 | 0 | 0.5 | 2.2 | 0.0 |
Psychology | 176 | 5,052 | 3,826 | 7 | 48 | 69 | 0 | 1.0 | 1.8 | 0.0 |
Social sciences | 256 | 4,850 | 9,645 | 1 | 81 | 183 | 0 | 1.7 | 1.9 | 0.0 |
Engineering | 167 | 3,072 | 3,503 | 6 | 26 | 70 | 0 | 0.8 | 2.0 | 0.0 |
Aerospace engineering | 2 | 51 | 35 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Agricultural engineering | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Architecture | 1 | 18 | 8 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Biomedical engineering | 2 | 84 | 17 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Chemical engineering | 7 | 45 | 42 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Civil engineering | 30 | 465 | 603 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Electrical engineering | 41 | 1,135 | 1,045 | 0 | 3 | 6 | 0 | 0.3 | 0.6 | 0.0 |
Engineering science | 5 | 29 | 18 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Industrial engineering | 26 | 514 | 560 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mechanical engineering | 23 | 326 | 569 | 4 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Metallurgical/materials engineering | 3 | 38 | 32 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mining engineering | 1 | 2 | 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 |
Petroleum engineering | 1 | 7 | 2 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Engineering, nec | 24 | 358 | 571 | 0 | 23 | 64 | 0 | 6.4 | 11.2 | 0.0 |
Health | 143 | 4,496 | 2,608 | 8 | 46 | 17 | 0 | 1.0 | 0.7 | 0.0 |
Clinical medicine | 29 | 538 | 738 | 4 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Other health | 114 | 3,958 | 1,870 | 4 | 46 | 17 | 0 | 1.2 | 0.9 | 0.0 |
Fall 2010, all surveyed fields |
1,435 | 27,933 | 28,934 | 113 | 299 | 500 | 2 | 1.1 | 1.7 | 1.8 |
Science and engineering | 1,272 | 22,723 | 25,695 | 107 | 253 | 483 | 2 | 1.1 | 1.9 | 1.9 |
Science | 1,090 | 19,365 | 21,614 | 101 | 227 | 413 | 2 | 1.2 | 1.9 | 2.0 |
Agricultural sciences | 46 | 582 | 513 | 6 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Biological sciences | 181 | 2,742 | 2,664 | 49 | 27 | 37 | 0 | 1.0 | 1.4 | 0.0 |
Communication | 46 | 686 | 920 | 0 | 5 | 2 | 0 | 0.7 | 0.2 | 0.0 |
Computer sciences | 113 | 2,702 | 2,984 | 3 | 52 | 68 | 2 | 1.9 | 2.3 | 66.7 |
Earth, atmospheric, and ocean sciences | 50 | 450 | 449 | 2 | 0 | 3 | 0 | 0.0 | 0.7 | 0.0 |
Family and consumer sciences/human sciences | 14 | 259 | 441 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mathematical sciences | 78 | 689 | 1,117 | 4 | 8 | 34 | 0 | 1.2 | 3.0 | 0.0 |
Multidisciplinary/interdisciplinary studies | 47 | 581 | 621 | 1 | 3 | 7 | 0 | 0.5 | 1.1 | 0.0 |
Neuroscience | 1 | 0 | 0 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Physical sciences | 72 | 576 | 526 | 24 | 3 | 10 | 0 | 0.5 | 1.9 | 0.0 |
Psychology | 181 | 5,005 | 3,168 | 9 | 48 | 69 | 0 | 1.0 | 2.2 | 0.0 |
Social sciences | 261 | 5,093 | 8,211 | 2 | 81 | 183 | 0 | 1.6 | 2.2 | 0.0 |
Engineering | 182 | 3,358 | 4,081 | 6 | 26 | 70 | 0 | 0.8 | 1.7 | 0.0 |
Aerospace engineering | 2 | 24 | 42 | 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 |
Architecture | 3 | 120 | 28 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Biomedical engineering | 2 | 43 | 15 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Chemical engineering | 7 | 44 | 51 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Civil engineering | 32 | 472 | 588 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Electrical engineering | 47 | 1,372 | 1,355 | 0 | 3 | 6 | 0 | 0.2 | 0.4 | 0.0 |
Engineering science | 4 | 24 | 27 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Industrial engineering | 32 | 542 | 727 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mechanical engineering | 25 | 368 | 622 | 3 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Metallurgical/materials engineering | 2 | 32 | 26 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Mining engineering | 2 | 8 | 3 | 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 |
Petroleum engineering | 1 | 5 | 1 | 0 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Engineering, nec | 23 | 304 | 596 | 0 | 23 | 64 | 0 | 7.6 | 10.7 | 0.0 |
Health | 163 | 5,210 | 3,239 | 6 | 46 | 17 | 0 | 0.9 | 0.5 | 0.0 |
Clinical medicine | 28 | 852 | 779 | 1 | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 |
Other health | 135 | 4,358 | 2,460 | 5 | 46 | 17 | 0 | 1.1 | 0.7 | 0.0 |
nec = not elsewhere classified. |
SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, NSF-NIH Survey of Graduate Students and Postdoctorates in Science and Engineering. |
Data from survey cycle Fall 2012, as of December 2013. |