Approximately 632,700 graduate students were enrolled in science, engineering, and health (SEH) programs in the United States as of fall 2010, a 30% increase from approximately 493,300 students in 2000, according to the National Science Foundation's (NSF's) Survey of Graduate Students and Postdoctorates in Science and Engineering (GSS). The growth in first-time, full-time (FTFT) graduate student enrollment in science and engineering (S&E) programs over this time was even greater, with a 50% increase from approximately 78,400 students in 2000 to approximately 118,500 students in 2010 (figure 1).
Due to the extra variability that may have resulted from the methodological changes in the 2007 GSS, all growth rate calculations comparing pre- and post-2007 counts are rounded to the nearest 5%. See "Data Sources and Limitations" for more information.
Continuing the decade-long trend, overall graduate enrollment in S&E reached a new peak in 2010, with 407,291 students in science fields and 149,241 students in engineering fields (table 1). However, rates of growth in these fields slowed considerably between 2009 and 2010 from the two previous years—particularly in FTFT enrollment, which had only a 1.7% gain in science programs and 4.0% gain in engineering programs. Annual increases in 2007–08 and 2008–09 for FTFT graduate enrollment were 7.6% and 6.4% in science and 8.2% and 6.2% in engineering, respectively (figure 1).
TABLE 1. Graduate enrollment in science, engineering, and health fields, by field: 2000–10
% change
Field
2000
2001
2002
2003
2004
2005
2006
2007
olda
2007
newa
2008
2009
2010
2000 –10b
2009 –10
All survey fields
493,311
509,607
540,404
567,121
574,463
582,226
597,643
607,823
619,499
631,489
631,645
632,652
30
0.2
Science and engineering
413,536
429,229
454,834
474,645
475,873
478,275
486,287
502,375
516,199
529,275
545,685
556,532
35
2.0
Science
309,424
319,736
335,166
347,268
352,307
357,710
363,246
372,120
384,523
391,419
401,008
407,291
30
1.6
Agricultural sciences
12,023
12,235
12,698
13,197
13,445
13,123
13,016
13,222
13,528
14,153
15,200
15,656
30
3.0
Biological sciences
56,282
57,639
61,088
64,701
66,565
68,479
69,941
71,663
71,932
72,666
73,304
74,928
35
2.2
Computer sciences
47,350
52,196
55,269
53,696
50,016
47,978
47,653
48,959
48,246
49,553
51,161
51,546
10
0.8
Earth, atmospheric, and
ocean sciences
13,941
13,841
14,240
14,620
15,131
14,836
14,920
14,675
14,100
14,389
14,839
15,655
10
5.5
Mathematical sciences
15,650
16,651
18,163
19,465
19,931
20,210
20,815
21,335
20,975
21,400
22,226
23,136
50
4.1
Physical sciences
30,385
31,038
32,341
34,298
35,761
36,375
36,901
37,111
36,824
37,319
38,149
38,973
30
2.2
Psychologyc
50,466
50,454
51,152
52,162
54,126
57,282
57,653
60,284
59,617
58,991
56,184
53,419
5
-4.9
Social sciences
83,327
85,682
90,215
95,129
97,332
99,427
102,347
104,871
103,150
103,384
107,820
109,220
30
1.3
Other sciencesa,d
ne
ne
ne
ne
ne
ne
ne
ne
16,151
19,564
22,125
24,758
-
11.9
Engineering
104,112
109,493
119,668
127,377
123,566
120,565
123,041
130,255
131,676
137,856
144,677
149,241
45
3.2
Aerospace engineering
3,407
3,451
3,685
4,048
4,089
4,170
4,482
4,616
4,616
4,902
5,266
5,540
65
5.2
Architecturea
ne
ne
ne
ne
ne
ne
ne
ne
4,601
5,905
6,804
6,795
-
-0.1
Biomedical engineering
3,197
3,599
4,338
5,301
5,807
6,067
6,482
6,881
6,904
7,339
7,904
8,497
165
7.5
Chemical engineering
7,056
6,913
7,414
7,516
7,452
7,173
7,261
7,383
7,584
7,892
8,188
8,668
25
5.9
Civil engineeringa
16,451
16,665
17,713
18,890
18,561
18,114
17,802
19,867
16,071
16,931
18,638
19,559
20
4.9
Electrical engineering
33,611
36,100
39,948
41,763
38,995
37,450
38,265
40,207
40,588
41,164
41,218
41,336
25
0.3
Industrial engineering
12,119
12,940
14,033
14,313
13,852
13,650
13,829
14,290
14,474
15,692
15,825
15,205
25
-3.9
Mechanical engineering
15,235
15,852
17,139
18,393
17,852
17,373
17,919
18,366
18,347
19,585
21,243
22,509
50
6.0
Metallurgical/materials engineering
4,377
4,721
4,992
5,131
5,059
5,160
5,268
5,365
5,314
5,539
5,863
6,274
45
7.0
Other engineering
8,659
9,252
10,406
12,022
11,899
11,408
11,733
13,280
13,177
12,907
13,728
14,858
70
8.2
Health
79,775
80,378
85,570
92,476
98,590
103,951
111,356
105,448
103,300
102,214
85,960
76,120
-5
-11.4
Clinical medicinea,e
16,407
17,363
19,166
20,574
20,866
21,414
23,441
24,616
22,751
23,939
24,125
25,699
55
6.5
Other healthc
63,368
63,015
66,404
71,902
77,724
82,537
87,915
80,832
80,549
78,275
61,835
50,421
-20
-18.5
ne = not eligible; data were not collected for this field before 2007. - = not calculable.
a In 2007 survey was redesigned and five fields were added or reclassified to improve reporting. "2007new" shows data as collected in 2007; "2007old" shows data as they would have been collected in prior years. Due to methodological changes, counts should be used with caution for trend analysis. See http://www.nsf.gov/statistics/nsf10307/ for more detail.
b "% change 2000–10" is rounded to nearest 5% to reflect potential imprecision of this estimate due to methodological changes in 2007.
c Counts in psychology and other health declined in 2008, 2009, and 2010, potentially due to more rigorous follow-up with institutions regarding the exclusion of practitioner-oriented graduate degree programs. These decreases may not reflect changes in actual enrollments, and care should be used when examining trends.
d Includes communication, family and consumer sciences/human sciences, neuroscience, and multidisciplinary/interdisciplinary studies. These fields were added in 2007, although some programs reported within them had been reported prior to 2007 within other fields.
e Includes research-oriented graduate students in anesthesiology, cardiology, endocrinology, gastroenterology, hematology, neurology, obstetrics/gynecology, oncology/cancer research, ophthalmology, otorhinolaryngology, pediatrics, preventive medicine/community health, psychiatry, pulmonary disease, radiology, surgery, and clinical medicine, 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.
Enrollment in biomedical engineering, which increased by 7.5% between 2009 and 2010, continues to be one of the fastest growing S&E fields and has experienced the most rapid growth over the last decade (165%), from approximately 3,200 graduate students in 2000 to 8,500 students in 2010 (table 1).
These and other findings in this InfoBrief are from the fall 2010 GSS, cosponsored by NSF and the National Institutes of Health (NIH). The GSS is an annual survey of all academic institutions in the United States that grant research-based master's degrees or doctorates in SEH fields. The GSS collects data on the number and characteristics of graduate students, postdoctoral appointees (postdocs), and other doctorate-holding non-faculty researchers in SEH fields. This InfoBrief focuses on the graduate students and postdocs within S&E fields. Further analysis of GSS data on graduate enrollment in selected health fields can be obtained from NIH.[2]
Graduate Student Enrollment in S&E
Between 2000 and 2010 enrollment in S&E graduate programs rose at a slightly faster pace for woman than for men (approximately 40% versus approximately 30%) (table 2). As a result, women's share of graduate S&E enrollment also rose over this period (41.2% in 2000 to 43.2% in 2010, peaking at 44.0% in 2007). The slight drop in the women's share since 2007 has been due to the faster rise in men's S&E graduate enrollment (9.4% for men versus 5.8% for women).
TABLE 2. Graduate enrollment in science and engineering fields, by enrollment status, sex, citizenship, and race/ethnicity of U.S. citizens and permanent residents: 2000–10
% change
Characteristic
2000
2001
2002
2003
2004
2005
2006
2007
olda
2007
newa
2008
2009
2010
2009 –10b
2009 –10
All science and engineering
413,536
429,229
454,834
474,645
475,873
478,275
486,287
502,375
516,199
529,275
545,685
556,532
35
2.0
Full time
291,355
304,021
325,472
339,028
340,529
341,742
349,802
362,976
371,542
383,560
398,498
409,107
40
2.7
Part time
122,181
125,208
129,362
135,617
135,344
136,533
136,485
139,399
144,657
145,715
147,187
147,425
20
0.2
Male
243,057
251,810
266,217
276,248
274,008
271,967
275,181
284,080
288,926
297,278
307,936
316,051
30
2.6
Female
170,479
177,419
188,617
198,397
201,865
206,308
211,106
218,295
227,273
231,997
237,749
240,481
40
1.1
U.S. citizen or permanent resident
290,651
294,608
309,119
327,181
332,022
338,513
343,603
353,142
365,091
369,781
382,342
390,403
35
2.1
Hispanic or Latino
17,203
17,974
19,634
21,241
22,212
23,387
24,140
25,032
25,739
26,098
27,265
28,609
65
4.9
Not Hispanic or Latino
American Indian or Alaska Native
1,602
1,683
1,734
1,879
1,848
1,958
2,112
2,168
2,262
2,618
2,549
2,500
55
-1.9
Asian
23,748
25,467
28,290
30,746
29,570
29,547
29,232
30,134
30,697
30,356
31,754
32,185
35
1.4
Black or African American
20,834
21,455
22,668
24,174
24,624
25,248
25,664
26,565
27,637
28,680
29,973
31,094
50
3.7
Native Hawaiian or Other Pacific
Islanderc
1,250
1,027
939
1,040
1,075
1,027
947
1,145
1,200
1,121
1,125
1,088
-15
-3.3
White
205,569
206,018
213,135
222,674
224,850
225,776
227,993
232,043
240,204
242,623
250,443
255,256
25
2.0
More than one racec
439
464
384
423
493
528
501
543
551
1,319
2,300
4,989
1,035
116.9
Unknown race/ethnicity
20,006
20,520
22,335
25,004
27,350
31,042
33,014
35,512
36,801
36,966
36,933
34,682
75
-6.1
Temporary visa holder
122,885
134,621
145,715
147,464
143,851
139,762
142,684
149,233
151,108
159,494
163,343
166,129
35
1.7
a In 2007 survey was redesigned and five fields were added or reclassified to improve reporting. "2007new" shows data as collected in 2007; "2007old" shows data as they would have been collected in prior years. Due to methodological changes, counts should be used with caution for trend analysis. See http://www.nsf.gov/statistics/nsf10307/ for more detail.
b "% change 2000–10" is rounded to nearest 5% to reflect potential imprecision of this estimate due to methodological changes in 2007.
c Reporting of race/ethnicity in 2008–10 GSS has been affected by changes in reporting of race/ethnicity in the Integrated Postsecondary Education Data System (IPEDS). Starting in 2008 IPEDS respondents were asked to use a new race/ethnicity classification that included a category for two or more races (see http://nces.ed.gov/ipeds/reic/resource.asp) and separate reporting of Native Hawaiians and Other Pacific Islanders from Asians. New classification was optional in 2008 and 2009 IPEDS but mandatory in 2010 and may have contributed to significant increase in GSS reporting of "More than one race," not Hispanic.
SOURCE:National Science Foundation/National Center for Science and Engineering Statistics, NSF-NIH Survey of Graduate Students and Postdoctorates in Science and Engineering.
Over the last decade S&E graduate enrollment grew at the same rate for U.S. citizens and permanent residents and for temporary visa holders, both increasing by 35% (table 2). However, among U.S. citizens and permanent resident graduate students, S&E enrollment for students in underrepresented minority groups, except for Native Hawaiian/Other Pacific Islanders, grew at a much higher rate than for whites not of Hispanic origin or Asians. Over the last decade S&E graduate enrollment by Hispanic/Latino students, American Indian/Alaska Native students, and black/African American students not of Hispanic origin grew by approximately 65%, 55%, and 50%, respectively.[3]
Enrollment Status
Full-time graduate student enrollment in S&E grew at a higher rate (approximately 40%) than part-time enrollment (approximately 20%) between 2000 and 2010. The number of FTFT S&E graduate students went up by approximately 50% over the decade, increasing annually except for a brief period of decline in 2004–05, which was primarily driven by the mid-decade dip in engineering enrollment (figure 1). Annual growth in FTFT S&E graduate enrollment slowed in 2010 to its lowest level since 2004–05. This slowdown in growth between 2009 and 2010 was more evident in science programs than in engineering programs (1.7% versus 4.0%). In comparison, growth in S&E graduate enrollment was much larger in 2007–08 (7.6% in science versus 8.2% in engineering) and 2008–09 (6.4% in science versus 6.2% in engineering).
Postdoctoral Appointees in S&E
A total of 44,051 S&E postdocs were reported in 2010, an 8.0% increase over 2009 and an approximately 45% increase over 2000 (table 3). The growth of postdocs in engineering (approximately 110%) outpaced that of postdocs in science (approximately 40%) over the last decade. Although most S&E postdocs (84.2%) in 2010 are still in science, the proportion has steadily declined from a high of 89.6% in 2001.
TABLE 3. Postdoctoral appointees in science, engineering, and health fields by sex, citizenship, and field: 2000–10
% change
Characteristic
2000
2001
2002
2003
2004
2005
2006
2007
olda
2007
newa
2008
2009
2010b
2000
–10c
2009 –10
All survey fields
43,115
43,311
45,034
46,728
47,240
48,555
49,343
50,712
50,840
54,164
57,805
63,415
45
9.7
Science and engineering
30,224
30,196
31,937
33,666
34,065
34,456
34,887
35,894
36,223
38,203
40,804
44,051
45
8.0
Male
21,296
20,941
21,807
22,882
23,080
23,227
23,361
24,412
24,631
25,119
26,647
28,752
35
7.9
Female
8,928
9,255
10,130
10,784
10,985
11,229
11,526
11,482
11,592
13,084
14,157
15,299
70
8.1
U.S. citizens and permanent residents
12,627
12,073
13,524
13,542
13,969
14,078
14,111
14,903
15,107
16,274
18,175
20,419
60
12.3
Temporary visa holders
17,597
18,123
18,413
20,124
20,096
20,378
20,776
20,991
21,116
21,929
22,629
23,632
35
4.4
Science
26,911
27,044
28,371
29,856
30,116
30,290
30,245
30,986
31,281
32,741
34,388
37,095
40
7.9
Agricultural sciences
822
833
963
1,054
959
1,007
927
948
985
1,147
1,083
1,195
45
10.3
Biological sciences
16,734
17,032
17,640
18,625
18,716
18,747
18,807
19,218
19,109
19,827
20,159
21,537
30
6.8
Computer sciences
344
336
356
355
384
406
467
516
456
493
594
748
115
25.9
Earth, atmospheric, and
ocean sciences
1,155
1,049
1,129
1,182
1,263
1,364
1,495
1,322
1,250
1,339
1,424
1,760
50
23.6
Mathematical sciences
385
353
395
449
468
500
579
621
624
723
737
756
95
2.6
Physical sciences
6,270
6,223
6,619
6,829
7,059
7,011
6,703
6,760
6,719
6,885
7,447
7,703
25
3.4
Psychology
730
809
815
960
902
884
873
1,106
1,088
1,077
1,219
1,077
50
-11.6
Social sciences
471
409
454
402
365
371
394
495
483
508
561
646
35
15.2
Other sciencesa,d
ne
ne
ne
ne
ne
ne
ne
ne
567
742
1,164
1,673
-
43.7
Engineering
3,313
3,152
3,566
3,810
3,949
4,166
4,642
4,908
4,942
5,462
6,416
6,956
110
8.4
Aerospace engineering
111
128
140
141
141
153
165
178
178
154
168
191
70
13.7
Architecturea
ne
ne
ne
ne
ne
ne
ne
ne
5
11
22
10
-
-54.5
Biomedical engineering
220
262
284
388
425
477
591
640
640
710
960
1,036
370
7.9
Chemical engineering
703
574
758
686
689
702
735
758
790
880
1,084
1,092
55
0.7
Civil engineeringa
295
268
342
300
313
384
458
419
417
465
535
570
95
6.5
Electrical engineering
525
436
613
646
654
689
721
885
884
987
1,025
1,097
110
7.0
Industrial engineering
48
21
43
45
50
51
51
73
71
115
109
163
240
49.5
Mechanical engineering
480
501
441
543
514
562
644
725
722
784
948
1,009
110
6.4
Metallurgical/materials engineering
507
479
507
539
567
578
571
555
564
605
758
835
65
10.2
Other engineering
424
483
438
522
596
570
706
675
671
751
807
953
125
18.1
Health
12,891
13,115
13,097
13,062
13,175
14,099
14,456
14,818
14,617
15,961
17,001
19,364
50
13.9
Clinical medicinea,e
11,555
11,663
11,582
11,445
11,477
12,323
12,584
12,805
12,472
13,837
14,601
16,610
45
13.8
Other health
1,336
1,452
1,515
1,617
1,698
1,776
1,872
2,013
2,145
2,124
2,400
2,754
105
14.8
ne = not eligible; data were not collected for this field before 2007. - = not calculable.
a In 2007 survey was redesigned and five fields were added or reclassified to improve reporting. 2007new shows data as collected in 2007; 2007old shows data as they would have been collected in prior years. Due to methodological changes, counts should be used with caution for trend analysis. See http://www.nsf.gov/statistics/nsf10307/ for more detail.
b In 2010 postdoc section of survey was expanded and significant effort was made to ensure that appropriate personnel were providing postdoc data (see http://www.nsf.gov/statistics/gradpostdoc/ for more detail). As a result, it is unclear how much of increase reported in 2010 represents growth in postdoctoral appointments and how much results from improved data collection. More information will be forthcoming on improved data collection and changes in postdoc data.
c "% change 2000–10" shows growth from 2000 to 2010 and is rounded to nearest 5% to reflect potential imprecision of this estimate due to methodological changes in 2007.
d Includes communication, family and consumer sciences/human sciences, neuroscience, and multidisciplinary/interdisciplinary studies. These fields were added in 2007, although some programs reported within them had been reported prior to 2007 within other fields.
e Includes postdoctoral appointees in anesthesiology, cardiology, endocrinology, gastroenterology, hematology, neurology, obstetrics/gynecology, oncology/cancer research, ophthalmology, otorhinolaryngology, pediatrics, preventive medicine/community health, psychiatry, pulmonary disease, radiology, surgery, and clinical medicine, 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.
As in the graduate student enrollment, biomedical engineering was the fastest growing postdoctoral field between 2000 and 2010, measuring an increase of approximately 370%.
Over the last decade the number of female postdocs grew approximately twice as fast as the number of male postdocs, narrowing the gender gap in S&E postdoctoral appointments. Among the postdocs in S&E fields, women appointees increased by approximately 70%, growing from approximately 8,900 in 2000 to approximately 15,300 in 2010 (table 3). Women accounted for 34.7% of all S&E postdocs in 2010, compared with 29.5% of all S&E postdocs in 2000.
The share of foreign postdocs in S&E continued its 5-year decline in 2010 as growth of postdocs among U.S. citizens and permanent residents (12.3%) outpaced that of postdocs among temporary visa holders (4.4%). From 2000 to 2006 the proportion of postdocs on temporary visas was relatively steady and averaged 59.1%. In 2010, 53.6% of all postdocs held temporary visas.
Data Sources and Limitations
This publication provides the first release of data from the fall 2010 cycle of the GSS, which collected data from 13,711 organizational units (departments, programs, affiliated research centers, and health care facilities) at 574 institutions of higher education and their affiliates in the United States, Puerto Rico, and Guam. The institutional response rate was 99.3%. An overview of the survey objectives and design can be found at http://www.nsf.gov/statistics/srvygradpostdoc/.
The GSS collects data on graduate students, postdocs, and other doctorate-holding non-faculty researchers in research-oriented SEH fields. Practitioner-oriented degrees within these fields (e.g., master's degrees in nursing and physical therapy) are not eligible for the GSS. Declines in psychology and other health fields in 2008–10 are likely due to more rigorous follow-up with institutions regarding the exclusion of practitioner-oriented graduate degree programs. These decreases may not reflect changes in actual enrollments, and care should be used when examining long-term trends.
In 2010 the postdoc section of the survey was expanded and significant effort was made to ensure that appropriate personnel were providing postdoc data (see http://www.nsf.gov/statistics/srvygradpostdoc/ for more information). As a result, it is unclear how much of the increase reported in 2010 represents growth in postdoctoral appointments and how much results from improved data collection. More information on the improved data collection and changes in postdoc data will be released in a forthcoming InfoBrief, which will be available at http://www.nsf.gov/statistics/gradpostdoc/.
The full set of detailed statistical tables from this survey will be available in the forthcoming report Graduate Students and Postdoctorates in Science and Engineering: Fall 2010 at http://www.nsf.gov/statistics/gradpostdoc/. Individual detailed tables may be available upon request in advance of the full report by contacting the author.
Due to methodological changes in 2007, the data collected from 2007 through 2010 are not strictly comparable to those collected prior to 2007. As a result, care should be used when assessing trends within the GSS data. In this InfoBrief, "2007new" reports the data as collected in 2007 and "2007old" provides data as they would have been collected in 2006. Ten-year trends reported in the tables are labeled "% change 2000–10." Note that these percentages are rounded to the nearest 5% to reflect the extra variability in the estimate that may have resulted from the methodological changes that occurred in 2007. Please see appendix A, "Technical Notes," in Graduate Students and Postdoctorates in Science and Engineering: Fall 2007 (NSF 10-307) for a more detailed discussion of these changes.
Notes
[1] Kelly H. Kang, Human Resources Statistics Program, National Center for Science and Engineering Statistics, National Science Foundation, 4201 Wilson Boulevard, Suite 965, Arlington, VA 22230 (kkang@nsf.gov; 703-292-7796).
[2] The data on health fields collected in GSS are selected by NIH. These fields make up about one-third of all health fields in the U.S. Department of Education Classification of Instructional Programs taxonomy. NIH information on trends seen within these selected health fields can be found at http://www.report.nih.gov/nihdatabook/.
[3] Reporting of race/ethnicity in the 2008–10 GSS has been affected by changes in the reporting of race/ethnicity in the Integrated Postsecondary Education Data System (IPEDS). Starting in 2008 IPEDS respondents were asked to use a new race/ethnicity classification that included a category for two or more races (see http://nces.ed.gov/ipeds/reic/resource.asp) and a separate reporting of Native Hawaiians and Other Pacific Islanders from Asians. The new classification was optional in 2008 and 2009 IPEDS but mandatory in 2010 and may have contributed to the significant increase in GSS for More than one race, not Hispanic.
National Science Foundation, National Center for Science and Engineering Statistics Graduate Enrollment in Science and Engineering Grew Substantially in the Past Decade but Slowed in 2010
Arlington, VA (NSF 12-317) [May 2012]