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Forces Shaping the U.S. Academic Engineering Research Enterprise
The Academic Engineering Research Enterprise: Status and Trends
Charles H. Dickens
The purpose of this paper is to describe the status of U.S. academic engineering research universities and several major trends affecting them. The paper provides summary descriptive text and an appendix with tabulations selected from a variety of data sources.
"Engineering research universities" are those institutions that reported research and development (R&D) expenditures for engineering or computer science in the 1991 National Science Foundation survey of R&D expenditures of universities and colleges. There are 219 such institutions.1 For the purposes of this paper, the term "engineering" includes computer science.
The paper is divided into four major sections and a data appendix. The first section describes the recent history and current status of the U.S. academic engineering research structure. Some major characteristics of the 219 engineering research universities are presented, including activities of organized engineering research centers and laboratories and federal programs that support engineering research centers. Characteristics of faculty and other engineers employed by academic institutions are described. Postdoctoral fellows are discussed in terms of their distribution by field, gender, and sources of support. Information on student enrollments is presented for undergraduate and graduate students by field, gender, and minority status. Trends in bachelor's, master's, and doctor's degrees awarded are presented by field and gender.
The second major section presents funding of academic engineering research. Government sources of support for academic research by field and category of research are described. Trends in research and development
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expenditures at engineering research universities are presented by field and source of funds. Support sources for graduate students as research assistants and for postdoctoral appointees are described. Information is presented on the mission basis for government research support. Support for academic engineering research from industry, universities' own funds, and from foreign sources is described.
The third section addresses the nature and scope of relationships between engineering research and education. Topics covered include participation in research by undergraduate students, graduate engineering students, and engineering faculty, postdoctorates, and other academic engineers.
The fourth section includes definitions, limitations, and principal data sources used in this paper. Significant gaps in currently available data are discussed.
RECENT HISTORY AND CURRENT STATUS OF THE U.S. ACADEMIC RESEARCH STRUCTURE
This section describes U.S. engineering research universities, organized engineering research units, and major human resources for engineering, including faculty and other engineering employees, postdoctoral appointments, student enrollments, and degrees awarded.
Engineering Research Universities
In 1991 there were 219 universities and colleges that reported research and development expenditures for engineering and computer science. (See Table 1, Dickens Appendix.) Of these institutions, 168 reported R&D expenditures for both engineering and computer science, 37 reported expenditures for engineering only, and 18 reported expenditures for computer science only. The majority of the 219 institutions were public (158), and 61 were private.
Since these 219 institutions were selected on the basis of their R&D expenditures for engineering and computer science, they include a variety of universities and colleges when viewed in terms of other classification systems. For example, the 1994 Carnegie Classification for these 219 institutions is as follows: Research Universities I-83; Research Universities II - 36; Doctoral Universities I-30; Doctoral Universities II - 32; Master's Universities and Colleges I - 29; Baccalaureate Colleges I - 3; and Professional Schools and Specialized Institutions - 6. The Research I Universities accounted for 70 percent of the R&D expenditures for engineering and computer science in 1991.
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The 1991 National Science Foundation survey of graduate enrollments reported 1,464 graduate engineering departments, of which 1,260, or 86 percent, were at doctorate-granting institutions. There were 274 computer science departments with graduate enrollments, with 187, or 68 percent, of these departments at doctorate-granting universities.
Engineering Research Centers and Laboratories
There is great variety in the internal organization of engineering research universities. In addition to departments, there are a large number of engineering research centers and laboratories, which may or may not be within departments or even within engineering colleges.
In an NSF-funded study currently under way, Robert P. Morgan and his colleagues identified 1,030 organized, university-based engineering research units at 154 universities within the study population; there may be others. These research units were defined "very broadly to include units that either are totally within engineering schools or that may not be within engineering schools but involve engineering faculty and staff."2 Morgan and colleagues found that these organized research units were relatively recent organizations, with one-half being founded since 1983. Many of these units were created "to provide a focal point for certain research activities and to attract funding and facilities."3
The research activities of the units surveyed by Morgan and colleagues included a broad range of engineering disciplines. The overall distribution of research effort as described by the responding unit directors was about equally divided among basic research, applied research, and development. In addition, Morgan and coauthors reported that, when asked into which of six broad critical technology areas the work of the units fell, the directors indicated the following divisions:
Materials
45%
Energy and environment
42%
Manufacturing
29%
Information and communications
27%
Aeronautics and surface transportation
17%
Biotechnology and life sciences
13%4
Federally Sponsored University Center Programs. Six federal departments and independent agencies sponsor university research centers, many of which have an engineering focus. A 1993 report of the National Research Council's Transportation Research Board reported 281 centers being funded through nine federal programs:5
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No. of Centers
U.S. Department of Transportation
University Transportation Centers Program
13
National Science Foundation
Engineering Research Centers Program
18
Science and Technology Centers Program
25
Materials Research Laboratories
10
Industry-University Cooperative Research Centers Program
50
National Institute of Standards and Technology (NIST)
Manufacturing Technology Centers Program
7
National Aeronautics and Space Administration (NASA)
University Space Engineering Research Centers
8
Department of Defense
University Research Initiative
113
Department of the Interior, Bureau of Mines
Mineral Institute Program
37
NSF-Funded Engineering Research Centers. In 1985 the National Science Foundation established the Engineering Research Centers (ERC) Program in accordance with a model envisioned by the National Academy of Engineering. The program was motivated by three major concerns: To restore U.S. industrial prowess in turning research discoveries into high-quality, competitive products; to give greater emphasis to the design of manufacturing processes and products; and to better prepare engineering graduates to meet the needs of U.S. industry. Each ERC is established as a three-way partnership involving academia, industry, and the National Science Foundation. Annual funding for an ERC ranges from $2.5 million to $8.0 million, with the NSF contribution ranging from $1.8 million to $3.3 million a year. The fiscal year 1995 budget requests $51.5 million for the ERC program. The distribution of the 18 current NSF ERCs by major technological area of focus is as follows:6
Design and manufacturing
5
Materials processing for manufacturing
3
Optoelectronics/microelectronics/telecommunications
4
Biotechnology/bioengineering
3
Energy and resource recovery
2
Infrastructure
1
Faculty and Other Engineers Employed by Academic Institutions
The engineering R&D activities of research universities rely heavily on faculty, nonfaculty research staff, postdoctoral appointees, and graduate research assistants.
Doctorate-holders employed by academic institutions. Over the period 1979 to 1989, the overall employment of doctoral engineers and computer
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specialists increased by 72 percent. (See Table 2, Dickens Appendix, for data on academic employment of doctorates.) All fields experienced growth, ranging from 23 percent for materials engineering to 178 percent for computer science. The large percentage increase for computer specialists reflects the small number in the base year. The proportion of doctoral engineers and computer specialists who were active in research and development increased from 76 percent in 1979 to 79 percent in 1989. There were variations by field in the staff active in research and development. Increases were noted except for aerospace and civil engineers and computer specialists. The proportion of chemical engineers active in research and development had the largest gain, increasing from 73 percent in 1979 to 92 percent in 1989.
Faculty and nonfaculty research staff. Compared with other aspects of the academic engineering research enterprise, there is sparse information on faculty in universities and colleges.7 In academic year 1992–93, there were more than 21,000 engineering faculty at U.S. universities and colleges.8
The U.S. Department of Education, with the cosponsorship of the National Science Foundation, is conducting the ''1993 National Study of Postsecondary Faculty." When completed, this study should provide substantially more information than has been available on the characteristics and activities of faculty in engineering, computer science, and other fields. The coverage of separate engineering fields, however, is limited to the following: general engineering; civil engineering; electrical, electronics, and communications engineering; mechanical engineering; chemical engineering; other engineering; and engineering-related technologies.
According to a similar, but less-detailed, U.S. Department of Education survey for academic year 1987–88, the full-time regular instructional engineering faculty (including engineering-related technologies) in postsecondary education were predominately male (98 percent) and predominately white, non-Hispanic (87 percent). The majority (64 percent) of the engineering faculty held doctorates. The distributions of engineering faculty by age and academic rank were somewhat like those for the natural sciences, except that a higher proportion of engineers were in the oldest category and there was a higher proportion of assistant professors in engineering.9
Age
Academic rank
Less than 40
60 and older
Prof.
Assoc. prof.
Asst. prof.
Engineering
23%
14%
41%
24%
23%
Natural sciences
23%
9%
38%
23%
18%
The numbers of engineering faculty have increased over the years since a 1980 NSF-sponsored survey found that there were 16,200 permanent, full-
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time engineering faculty positions.10 According to a 1986 National Science Foundation survey of doctorate-level departments in six engineering fields—aeronautical, chemical, civil, electrical, industrial, and mechanical—there were approximately 9,800 full-time faculty in these departments. About 70 percent of these faculty were tenured. These departments also reported 615 nonfaculty doctoral personnel who were employed full-time as professional researchers.11
The engineering departments surveyed in 1986 by the National Science Foundation reported that the full-time faculty had submitted more than 14,200 research proposals during the previous year (defined as July 1, 1984, to June 30, 1985). In contrast, members of the nonfaculty doctoral research staff were much less likely than faculty members to submit research proposals on which they would be the principal investigator; for this group the number of proposals submitted was about 240.12
Postdoctorates. Postdoctoral fellows and associates form a substantial part of the research staff at doctorate-granting academic institutions. (See Table 3, Dickens Appendix, for data on postdoctorates by field, citizenship, and gender.) In 1991 there were 2,406 postdoctoral appointees in engineering and computer science departments, almost all of whom (2,394 or 99.5 percent) were at doctorate-granting universities. Over two-thirds (68 percent) of the postdoctorates were in four fields:
Chemical engineering
25%
Materials engineering
17%
Mechanical engineering
14%
Electrical engineering
13%
Non-U.S. citizens held the majority of postdoctoral appointments in all fields of engineering. The overall proportion of non-U.S. citizens in 1991 was 70 percent; by field, this proportion ranged from 30 percent for computer science to 80 percent for materials engineering.
The number of postdoctoral appointees in engineering and computer science departments grew dramatically between 1980 and 1991, increasing 136 percent. By field, the increases ranged from 52 percent in civil engineering to 285 percent in aerospace engineering. Chemical engineering, which had the largest number of postdoctoral appointees in 1991, had an increase of 215 percent over this period.
Women increased their overall representation among postdoctoral appointees in engineering and computer science from 7 percent in 1980 to 11 percent in 1991. Chemical engineering had the largest share of the female postdoctorates in 1991, 35 percent. (Chemical engineering had 23 percent of the male postdoctorates in 1991. See Table 4, Dickens Appendix, for data on postdoctoral appointees by field and source of support.) The num-
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ber of female postdoctorates in computer science departments grew from 2 in 1980 to 27 in 1991, but the large variations in their numbers over this period made it difficult to give a precise sense of their share of the total. In 1990, for example, 13 percent of the computer science postdoctorates were women, compared with 18 percent in 1989 and 17 percent in 1991.
Overall, federal sources provided the support for two-thirds (67 percent) of the postdoctoral appointees in engineering and computer science departments at doctorate-granting universities in 1991. The principal mechanism of federal support was through research grants, which accounted for 94 percent of the federally supported postdoctorates. Except for industrial engineering, the majority of postdoctoral appointees were supported by federal sources. In industrial engineering departments, 17 of the 27 postdoctoral appointees (63 percent) were supported by nonfederal sources.
Other nonfaculty research staff with doctorates. Engineering and computer science departments reported 731 nonfaculty research staff with doctorates in 1991, all but one of whom were at doctorate-granting institutions. Women represented 10 percent of these nonfaculty doctoral research staff. In general, there was less than one such staff member per engineering department at doctorate-granting institutions, the exception being departments of materials engineering. (See Table 5, Dickens Appendix, for the 1991 distribution of nonfaculty doctoral research staff.)
Student Enrollments in Engineering
Undergraduate students. One indicator of student awareness of career opportunities is changes in the preferences for majors and careers shown by first-year college students. According to data from an annual survey of incoming college students conducted since 1966, interest in engineering as a career has fluctuated, falling from 8.9 percent in 1966 to a low of 4.7 percent, then rising to a peak of 12.0 percent in 1982, followed by another decline to 8.1 percent in 1990. Women's interest in engineering careers rose from 0.2 percent in 1966 to a peak of 3.6 percent in 1982 then declined to 2.4 percent by 1990.13 The proportion of underrepresented minority students—African Americans, Native Americans, and Hispanics—intending to major in engineering increased strongly over the past 20 years, rising from 7.3 percent in 1972 to 17.7 percent in 1992.14 (See Table 6, Dickens Appendix, for data on career preferences of first-year college students.)
According to the Engineering Workforce Commission, full-time undergraduate engineering enrollment in the fall of 1992 was 344,126, an increase of 1.4 percent over the fall of 1991. (See Table 7, Dickens Appendix, for data on undergraduate engineering enrollment.) The enrollment of part-time undergraduates decreased by more than 5.4 percent to 38,399.
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Total undergraduate engineering enrollment in 1992 was 382,525, an increase of more than 2,500 over 1991. Although the fall 1992 undergraduate enrollment in engineering was substantially below the fall 1983 level of 441,451, the mix of students was different. In 1983 there were 406,144 full-time students and 35,061 part-time students. For full-time students, the 1983 figure was the largest on record. For part-time students, however, the peak enrollment figure was the 41,445 recorded in the fall of 1990.15
The enrollment of women and underrepresented minorities continued to increase. In the fall of 1992, women represented over 19 percent of first-year students and over 17 percent of all full-time undergraduates. Underrepresented minorities (African Americans, Hispanic Americans, and Native Americans) increased their representation among first-year students to 17 percent and among all full-time undergraduates to over 13 percent. The representation of women and these minorities in 1992 were historically high levels.16
Graduate students. There are three sources of information on graduate engineering enrollments—the American Society for Engineering Education, the Engineering Workforce Commission, and the National Science Foundation. The NSF data are used for this section because they also provide information on graduate enrollment in computer science departments. It should be noted, however, that the NSF data include all computer science departments, not just those within engineering colleges.
In the fall of 1991, the NSF survey of graduate departments reported 149,135 graduate students in engineering and computer science, a record high level. (See Table 8, Dickens Appendix, for information on total graduate enrollment.) Between 1972 and 1991, total graduate enrollment in engineering departments increased by 171 percent. Departments in all fields experienced growth in graduate enrollment over this period, ranging from 65 percent for chemical engineering to 685 percent for computer science.
In the 1970s, the growth of part-time graduate enrollment was 89 percent, compared with 31 percent for full-time enrollment. All fields except aerospace engineering experienced growth. The increases ranged from 25 percent for materials engineering to 164 percent for computer science. Enrollment in aerospace engineering decreased by 26 percent overall, with declines in both full-time and part-time graduate students. (NSF did not collect data on graduate enrollment by gender during most of the 1970s.)
The graduate enrollment picture was different during the period 1980 to 1991. All fields experienced growth in enrollment, with increases of full-time students accounting for the larger part of the gain. Part-time graduate enrollment decreased, however, in chemical engineering departments over this period.
Between 1980 and 1991, overall engineering graduate enrollment increased by a much greater percentage for women than for men, but in 1991
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men still accounted for a substantial majority (84 percent) of engineering graduate students in all fields.
The computer science departments had a somewhat different pattern of graduate enrollment growth over the 1980–1991 period. The overall increase in enrollment was 156 percent, with the growth in part-time enrollment exceeding that for full-time students. There was relatively little difference in the increase in full-time enrollments for women and men, but the increase in part-time enrollment for women was substantially greater than that for men. Over the 1980–1991 period, the proportion of graduate computer science enrollment represented by women increased slightly from 23 percent to 24 percent. (See Table 9, Dickens Appendix, for information on full-time and part-time graduate students.)
Degrees Awarded in Engineering and Computer Science
Bachelor's degrees. From 1966, when computer science degree data were first reported by the National Center for Education Statistics (NCES), the numbers of baccalaureates awarded in engineering and computer science increased each year until 1986, growing from 35,904 to 119,015 (an increase of 231 percent). Much of this growth resulted from the rapid rise in degrees in computer science and from the strong increases in the numbers of engineering degrees awarded to women. After 1986, however, the numbers of baccalaureates awarded each year in both engineering and computer science declined, with computer science having the sharper decrease.
When viewed by gender and field, the patterns were somewhat different. For women, engineering bachelor's degrees grew very rapidly until 1985, leveled off, and then began to decline. (Table 10, Dickens Appendix, presents data on bachelor's degrees by field and gender.) The peak year for engineering baccalaureates awarded to women was 1987 at 11,404, which was more than 78 times greater that the 146 degrees women earned in 1966. By 1990 baccalaureates awarded to women had decreased to 9,973, a decline of 13 percent from 1987. For men, there was a smaller overall rise, followed by a larger decline in the numbers of engineering bachelor's degrees. The growth in degrees awarded to men ended in 1985, two years earlier than for women. The 66,326 engineering baccalaureates awarded to men in 1985 was 86 percent above the figure for 1966. By 1990 the number of these degrees awarded to men had declined from the 1985 peak to 54,732, a decrease of 17 percent.
For computer science, the numbers of bachelor's degrees awarded to both men and women increased rapidly from 1966. For men, baccalaureates in computer science rose from 76 in 1966 to a peak of 27,069 in 1986 and then declined to 19,321 in 1990, a drop of 29 percent. The growth in women's baccalaureates in computer science was also very large, rising
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from 13 in 1966 to a peak of 15,126 in 1986. By 1990 the number of computer science bachelor's degrees awarded to women had dropped to 8,374, a decline of 45 percent from the 1986 figure. (Table 11, Dickens Appendix, presents data on master's degrees awarded by field and gender.)
The 219 engineering research universities awarded almost two-thirds (65 percent) of the engineering baccalaureates in 1990. There was considerable difference in this proportion by field of engineering, ranging from 49 percent for aeronautical engineering to 74 for materials engineering. In contrast, the engineering research universities awarded only about one-third (32.0 percent) of the bachelor's degrees in computer science. (See Table 1.)
Master's degrees. The number of master's degrees awarded in engineering and computer science fields grew dramatically over the 1966–1990 period, increasing from 13,916 to 33,638, a gain of 142 percent. The contribution of women to this increase is seen in their share of master's degrees, which rose from 0.7 percent in 1966 to 18 percent in 1990. Women earned 93 master's degrees in these fields in 1966 and 5,944 in 1990. For both men and women, the number of master's degrees awarded in these fields in 1990 was the largest over this period.
During the 1970s, the number of master's degrees awarded in many engineering fields declined. There followed a period of growth in the 1980s. Civil and chemical engineering reached their maximum numbers in 1984 and 1985, respectively. From their mid-decade peaks, the number of master's degrees in these fields declined by 10 percent for civil engineering and 34 percent for chemical engineering. Mechanical and materials engineering had their largest number of master's degrees in 1989 and had small decreases in 1990. In contrast, the number of master's degrees awarded in computer science increased throughout the 1966–1990 period.
Doctor's degrees. The 1966–1991 period may be divided into three distinct phases in terms of the number of doctorates awarded in engineering and computer science: (1) From 1966 to 1972 there was a large increase in these degrees, rising from 2,301 to 3,509; (2) between 1972 and 1978 a decline to 2,546 in the number of these doctorates erased most of the Phase One increase; and (3) from 1978 to 1991 there was a new period of growth, slow at first and then rapid after 1985. The total of 6,009 doctorates awarded in 1991 represents a new high record. The decline during the 1970s was accounted for by the drop in doctorates awarded to U.S. citizen and permanent resident males. Although their numbers continued to decline until 1982, the effect was offset by the strong growth in the number of doctorates awarded to foreign citizen males who were temporary residents of the United States. After 1982 doctorates awarded to U.S. citizen and permanent resident males began to increase again, helping fuel the growth in engineering and computer science degrees at this level. All fields of engineering shared
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in the growth. (See Table 12, Dickens Appendix, for data on doctorates awarded in engineering and computer science by citizenship and gender.)
Much of the growth in the number of engineering doctorates was accounted for by foreign students with temporary resident status; and, in 1991, for the first time, the number of doctorates awarded to temporary residents exceeded the number awarded to U.S. citizens and permanent residents. By field, the greatest increases in the number of doctorates awarded to temporary residents were in electrical engineering and mechanical engineering. In computer science, as well, foreign citizen temporary residents received an increasing share of doctor's degrees. In 1991 they received 42 percent of computer science doctorates, up from 20 percent in 1980.
The increasing number of foreign citizens among recipients of engineering and computer science doctorates from U.S. universities is also reflected in the nationality of the baccalaureate-origin institutions. In a special analysis, the National Science Foundation compared U.S. with foreign baccalaureate-origin institutions for doctorate recipients during the period from 1985 to 1990. The data are presented in Table 2.
Women were major contributors to the growth in doctorates in engineering and computer science between 1980 and 1991. The number of women receiving doctorates in engineering increased 402 percent from 1980 to 1991, with temporary residents gaining 813 percent, compared with 309 percent for U.S. citizens and permanent residents. As a result of this growth, the share of all engineering doctorates awarded to women increased from 4 percent in 1980 to 9 percent in 1991. By field, the largest number of doctorates awarded in 1991 to female temporary residents were in electrical engineering (30 or 22 percent); the leading fields for U.S. citizen and permanent resident females were other engineering (72 or 24 percent) and chemical engineering (60 or 20 percent). The number of computer science doctorates awarded to women grew by 452 percent between 1980 and 1991, compared with 242 percent for men. Women's share of computer science doctorates rose from 10 percent in 1980 to 15 percent in 1991.
FUNDING OF ACADEMIC ENGINEERING RESEARCH
Government Sources of Support for Academic Research by Field and Category of Research
All fields. In 1991, U.S. academic institutions reported overall R&D expenditures of approximately $17.2 billion for all fields, including engineering and computer science. (See Table 1 for a listing of these 219 institutions in rank order by R&D expenditures for 1991.) The activity distribution for these expenditures was basic research, 65.5 percent, applied
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Field
1980
1981
1982
1983
1984
1985
1986
Federal sources
(Current dollars in thousands)
Engineering and computer science
679,426
766,815
812,370
873,853
951,599
1,062,822
1,210,239
Engineering, subtotal
591,956
662,620
690,927
734,914
788,679
867,105
977,578
Aerospace
42,219
43,529
49,357
53,883
54,555
61,519
73,284
Chemical
39,158
57,467
55,294
57,093
59,953
64,619
73,284
Civil
53,270
61,639
59,647
63,710
72,421
78,834
88,372
Electrical
138,639
146,763
168,357
193,315
209,652
228,549
260,340
Mechanical
94,039
94,990
97,524
100,309
118,961
134,131
148,005
Materials
0
0
0
0
0
0
0
Other
224,631
258,232
260,748
266,604
273,137
299,453
334,906
Computer science
87,470
104,195
121,443
138,939
162,920
195,717
232,661
679,426
766,815
812,370
873,853
951,599
1,062,822
1,210,239
(Constant 1989 dollars in thousands)
Engineering and computer science
1,001,365
1,030,250
1,025,979
1,062,306
1,115,983
1,210,366
1,343,218
Engineering, subtotal
872,448
890,259
872,603
893,404
924,920
987,479
1,084,992
Aerospace
62,224
58,483
62,335
65,503
63,979
70,059
80,656
Chemical
57,713
77,209
69,833
69,406
70,310
73,590
81,336
Civil
78,511
82,815
75,331
77,450
84,931
89,778
98,082
Electrical
204,332
197,183
212,626
235,005
245,868
260,277
288,946
Mechanical
138,598
127,623
123,167
121,941
139,511
152,751
164,267
Materials
0
0
0
0
0
0
0
Other
331,070
346,946
329,310
324,099
320,320
341,024
371,705
Computer science
128,917
139,991
153,376
168,902
191,064
222,887
258,225
Field
1987
1988
1989
1990
1991
All sources
(Current dollars in thousands)
Engineering and computer science
2,264,944
2,505,849
2,870,919
3,171,832
3,437,214
Engineering, subtotal
1,892,452
2,097,242
2,398,738
2,662,616
2,892,750
Aerospace
108,150
122,814
145,077
159,320
174,321
Chemical
148,362
162,559
194,060
214,887
238,553
Civil
190,873
225,265
246,509
285,113
315,134
Electrical
451,095
509,597
600,395
667,747
682,213
Mechanical
275,135
303,812
344,140
392,518
415,071
Materials
0
0
0
275,238
301,992
Other
718,837
773,195
868,557
667,793
765,466
Computer science
372,492
408,607
472,181
509,216
544,464
(Constant 1989 dollars in thousands)
Engineering and computer science
2,436,734
2,609,172
2,870,919
3,046,323
3,427,211
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Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1987
1988
1989
1990
1991
Engineering, subtotal
2,035,989
2,183,717
2,398,738
2,557,257
2,892,747
Aerospace
116,353
127,878
145,077
153,016
174,321
Chemical
159,615
169,262
194,060
206,384
238,553
Civil
205,350
234,553
246,509
273,831
315,134
Electrical
485,309
530,609
600,395
641,324
682,212
Mechanical
296,003
316,339
344,140
376,986
415,071
Materials
0
0
0
264,347
301,992
Other
773,359
805,076
868,557
641,369
765,465
Computer science
400,744
425,455
472,181
489,066
544,463
Federal sources
(Current dollars in thousands)
Engineering and computer science
1,369,988
1,518,949
1,705,601
1,864,247
1,996,954
Engineering, subtotal
1,112,663
1,229,753
1,383,162
1,524,287
1,630,945
Aerospace
80,168
93,681
111,737
122,968
131,708
Chemical
76,652
85,506
101,187
107,682
114,310
Civil
89,711
103,144
101,688
116,000
122,874
Electrical
292,216
330,387
389,773
435,125
437,494
Mechanical
178,487
192,614
213,864
238,744
243,182
Materials
0
0
0
141,654
155,051
Other
395,429
424,421
464,913
362,114
426,326
Computer science
257,325
289,196
322,439
339,960
366,009
1,369,988
1,518,949
1,705,601
1,864,247
1,996,954
(Constant 1989 dollars in thousands)
Engineering and computer science
1,473,898
1,581,580
1,705,601
1,790,479
1,996,952
Engineering, subtotal
1,197,055
1,280,459
1,383,162
1,463,971
1,630,943
Aerospace
86,249
97,544
111,737
118,102
131,708
Chemical
82,466
89,032
101,187
103,421
114,310
Civil
96,515
107,397
101,688
111,410
122,874
Electrical
314,380
344,010
389,773
417,907
437,494
Mechanical
192,025
200,556
213,864
229,297
243,182
Materials
0
0
0
136,049
155,051
Other
425,421
441,921
464,913
347,785
426,326
Computer science
276,842
301,120
322,439
326,508
366,009
Nonfederal sources
(Current dollars in thousands)
Engineering and computer science
894,956
986,900
1,165,318
1,307,585
1,440,260
Engineering, subtotal
779,789
867,489
1,015,576
1,138,329
1,261,805
Aerospace
27,982
29,133
33,340
36,352
42,613
Chemical
71,710
77,053
92,873
107,205
124,243
Civil
101,162
122,121
144,821
169,113
192,260
Electrical
158,879
179,210
210,622
232,622
244,719
Mechanical
96,648
111,198
130,276
153,774
171,889
Materials
0
0
0
133,584
146,941
Other
323,408
348,774
403,644
305,679
339,140
Computer science
115,167
119,411
149,742
169,256
178,455
OCR for page 124
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1987
1988
1989
1990
1991
(Constant 1989 dollars in thousands)
Engineering and computer science
962,836
1,027,592
1,165,318
1,255,844
1,430,259
Engineering, subtotal
838,934
903,258
1,015,576
1,093,286
1,261,804
Aerospace
30,104
30,334
33,340
34,914
42,613
Chemical
77,149
80,230
92,873
102,963
124,243
Civil
108,835
127,156
114,821
162,421
192,260
Electrical
171,930
186,599
210,622
223,417
244,719
Mechanical
103,978
115,783
130,276
147,689
171,889
Materials
0
0
0
128,298
146,941
Other
347,938
363,155
403,644
293,583
339,140
Computer science
123,912
124,335
149,742
162,559
178,455
NOTE: Before 1980, NSF did not collect data by field of engineering.
SOURCE: NSF CASPAR Database System.
OCR for page 125
Forces Shaping the U.S. Academic Engineering Research Enterprise
TABLE 14 Full-Time Graduate Research Assistants by Field and Source of Support, 1972–1991
Field
1972
1973
1974
1975
1976
1977
1978
1979
All sources of support
Engineering and computer science
10,369
11,033
11,850
11,733
12,059
12,543
0
13,634
Engineering, subtotal
9,731
10,380
11,103
10,987
11,328
11,819
0
12,817
Aerospace
598
544
534
512
484
497
0
503
Chemical
1,326
1,351
1,348
1,364
1,455
1,487
0
1,745
Civil
1,391
1,607
1,836
1,718
1,858
1,957
0
1,926
Electrical
2,093
2,203
2,187
2,183
2,153
2,435
0
2,596
Mechanical
1,200
1,556
1,696
1,636
1,778
1,762
0
1,967
Materials
1,000
987
1,018
1,070
1,105
1,150
0
1,320
Industrial
467
494
616
516
476
460
0
563
Other
1,656
1,638
1,868
1,988
2,019
2,071
0
2,197
Computer science
638
653
747
746
731
724
0
817
Federal sources, total
Engineering and computer science
6,821
7,005
7,258
7,387
7,599
7,971
0
8,579
Engineering, subtotal
6,416
6,554
6,781
6,935
7,213
7,497
0
7,998
Aerospace
414
407
406
385
330
366
0
355
Chemical
777
779
707
817
863
899
0
950
Civil
789
855
962
902
1,019
1,025
0
1,094
Electrical
1,638
1,668
1,646
1,697
1,665
1,828
0
1,878
Mechanical
743
979
1,010
1,045
1,185
1,189
0
1,273
Materials
755
756
740
760
823
836
0
1,013
Industrial
260
198
266
220
172
212
0
230
Other
1,040
912
1,044
1,109
1,156
1,142
0
1,205
Computer science
405
451
477
452
386
474
0
581
OCR for page 126
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1972
1973
1974
1975
1976
1977
1978
1979
National Science Foundation
Engineering and computer science
2,207
2,390
2,325
2,364
2,284
2,314
0
2,368
Engineering, subtotal
2,002
2,174
2,134
2,173
2,138
2,094
0
2,128
Aerospace
58
60
59
75
48
45
0
21
Chemical
369
437
376
395
404
375
0
345
Civil
246
241
229
251
279
262
0
316
Electrical
494
549
535
556
513
493
0
552
Mechanical
217
319
344
320
311
329
0
300
Materials
245
243
239
274
274
291
0
351
Industrial
52
64
69
57
48
45
0
39
Other
321
261
283
245
261
254
0
204
Computer science
205
216
191
191
146
220
0
240
National Institutes of Health
Engineering and computer science
381
334
350
424
472
387
0
367
Engineering, subtotal
356
299
314
385
430
348
0
327
Aerospace
3
7
6
5
6
4
0
1
Chemical
50
40
36
32
50
40
0
40
Civil
7
10
6
7
2
11
0
4
Electrical
118
75
106
111
125
111
0
93
Mechanical
49
50
34
60
66
45
0
52
Materials
31
37
28
32
36
24
0
27
Industrial
39
6
15
18
6
7
0
10
Other
59
74
83
120
139
106
0
100
Computer science
25
35
36
39
42
39
0
40
OCR for page 127
Forces Shaping the U.S. Academic Engineering Research Enterprise
Other HHS
Engineering and computer science
102
97
116
109
73
73
0
106
Engineering, subtotal
101
93
108
98
66
66
0
105
Aerospace
1
0
0
2
0
0
0
2
Chemical
14
15
9
8
4
3
0
9
Civil
7
16
14
5
19
9
0
22
Electrical
25
4
16
18
14
7
0
13
Mechanical
27
29
19
18
12
21
0
6
Materials
6
2
12
10
2
5
0
10
Industrial
6
14
22
22
6
5
0
17
Other
15
13
16
15
9
16
0
26
Computer science
1
4
8
11
7
7
0
1
Department of Defense
Engineering and computer science
1,726
1,558
1,650
1,627
1,632
1,705
0
1,777
Engineering, subtotal
1,609
1,424
1,464
1,470
1,474
1,538
0
1,569
Aerospace
185
143
160
138
133
141
0
154
Chemical
66
44
51
49
33
36
0
47
Civil
67
46
58
72
64
58
0
46
Electrical
622
628
574
641
635
712
0
723
Mechanical
145
201
180
186
208
218
0
205
Materials
181
183
158
165
186
174
0
182
Industrial
92
46
51
48
31
47
0
47
Other
251
133
232
171
184
152
0
165
Computer science
117
134
186
157
158
167
0
208
OCR for page 128
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1972
1973
1974
1975
1976
1977
1978
1979
Other federal agencies
Engineering and computer science
2,405
2,626
2,817
2,863
3,138
3,492
0
3,961
Engineering, subtotal
2,348
2,564
2,761
2,809
3,105
3,451
0
3,869
Aerospace
167
197
181
165
143
176
0
177
Chemical
278
243
235
333
372
445
0
509
Civil
462
542
655
567
655
685
0
706
Electrical
379
412
415
371
378
505
0
497
Mechanical
305
380
433
461
588
576
0
710
Materials
292
291
303
279
325
342
0
443
Industrial
71
68
109
75
81
108
0
117
Other
394
431
430
558
563
614
0
710
Computer science
57
62
56
54
33
41
0
92
Nonfederal sources
Engineering and computer science
3,548
4,028
4,592
4,346
4,460
4,572
0
5,055
Engineering, subtotal
3,315
3,826
4,322
4,052
4,115
4,322
0
4,819
Aerospace
184
137
128
127
154
131
0
148
Chemical
549
572
641
547
592
588
0
795
Civil
602
752
874
816
839
932
0
832
Electrical
455
535
541
486
488
607
0
718
Mechanical
457
577
686
591
593
573
0
694
Materials
245
231
278
310
282
314
0
307
Industrial
207
296
350
296
304
248
0
333
Other
616
726
824
879
863
929
0
992
Computer science
233
202
270
294
345
250
0
236
OCR for page 129
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
All sources of support
Engineering and computer science
14,959
15,486
15,799
16,940
17,919
19,976
22,766
24,984
26,499
27,941
28,425
30,311
Engineering, subtotal
13,923
14,388
14,608
15,537
16,284
17.900
20,412
22,147
23,452
24,602
25,086
26,763
Aerospace
580
583
617
691
673
725
823
815
934
1,040
1,137
1,232
Chemical
1,949
2,136
2,199
2,413
2,487
2,605
2,741
2,970
3,007
3,026
3,017
3,180
Civil
2,121
2,111
2,027
2,245
2,440
2,417
2,786
2,908
3,072
3,042
3,095
3,562
Electrical
2,851
2,891
2,950
3,192
3,156
3,677
4,447
5,111
5,722
6,129
6,212
6,576
Mechanical
2,052
2,138
2,213
2,371
2,663
3,280
3,666
3,930
4,069
4,248
4,238
4,633
Materials
1,390
1,558
1,522
1,681
1,749
1,963
2,247
2,264
2,331
2,507
2,545
2,509
Industrial
591
542
552
433
563
585
716
944
1,049
1,167
1,130
1,270
Other
2,389
2,429
2,528
2,511
2,553
2,648
2,986
3,205
3,268
3,443
3,712
3,801
Computer science
1,036
1,098
1,191
1,403
1,635
2,076
2,354
2,837
3,047
3,339
3,339
3,548
Federal sources, total
Engineering and computer science
9,212
9,240
9,325
9,838
9,646
9,499
10,704
11,868
12,617
13,042
12,941
13,865
Engineering, subtotal
8,534
8,525
8,562
8,995
8,675
8,426
9,556
10,361
10,971
11,259
11,153
11,910
Aerospace
375
399
469
541
524
478
558
567
634
623
651
741
Chemical
1,100
1,136
1,121
1,213
1,196
1,141
1,245
1,366
1,325
1,267
1,287
1,310
Civil
1,237
1,076
1,059
1,058
1,019
1,009
1,117
1,225
1,221
1,198
1,176
1,406
Electrical
1,982
1,971
2,061
2,124
1,829
1,694
2,027
2,332
2,750
2,752
2,719
2,933
Mechanical
1,240
1,283
1,278
1,423
1,469
1,585
1,709
1,926
2,061
2,136
2,044
2,158
Materials
1,017
1,132
1,067
1,139
1,111
1,146
1,323
1,240
1,288
1,411
1,327
1,235
Industrial
261
240
189
167
169
156
178
248
289
289
271
375
Other
1,322
1,288
1,318
1,330
1,268
1,217
1,399
1,457
1,403
1,583
1,678
1,752
Computer science
678
715
763
843
971
1,073
1,148
1,507
1,646
1,783
1,788
1,955
OCR for page 130
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
National Science Foundation
Engineering and computer science
2,447
2,465
2,626
2,749
2,753
2,773
3,183
3,626
3,942
3,954
3,946
4,287
Engineering, subtotal
2,171
2,133
2,285
2,411
2,370
2,355
2,811
3,119
3,405
3,289
3,245
3,508
Aerospace
31
27
32
36
24
24
30
55
62
55
73
75
Chemical
355
421
452
509
518
512
552
587
590
550
542
534
Civil
326
310
373
361
357
336
377
442
390
349
392
443
Electrical
532
464
541
546
459
441
635
736
1,003
929
936
1,030
Mechanical
263
270
284
323
355
390
435
538
608
559
528
594
Materials
342
361
329
367
342
385
410
402
418
431
373
330
Industrial
35
41
30
40
54
38
76
94
110
118
116
164
Other
287
239
244
229
261
229
296
265
224
298
285
338
Computer science
276
332
341
338
383
418
372
507
537
665
701
779
National Institutes of Health
Engineering and computer science
373
325
347
368
374
347
377
427
515
578
600
628
Engineering, subtotal
333
293
311
352
354
327
335
377
459
537
558
585
Aerospace
1
4
3
2
4
1
2
5
2
3
9
14
Chemical
30
34
35
37
56
44
60
58
78
75
76
72
Civil
19
8
17
16
7
8
16
7
3
13
9
29
Electrical
89
75
50
59
63
54
49
46
93
70
82
85
Mechanical
37
33
44
51
42
59
38
51
55
53
62
49
Materials
22
14
7
16
16
17
10
5
7
9
13
12
Industrial
8
5
10
10
9
8
4
6
5
16
21
15
Other
127
120
145
161
157
136
156
199
216
298
286
309
Computer science
40
32
36
16
20
20
42
50
56
41
42
43
OCR for page 131
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
Other HHS
Engineering and computer science
57
45
55
59
44
44
42
83
56
61
70
49
Engineering, subtotal
54
43
51
56
43
43
41
83
56
55
61
43
Aerospace
0
0
0
0
0
1
0
4
3
0
0
0
Chemical
5
1
8
5
7
1
2
8
4
0
2
2
Civil
21
20
6
10
0
9
2
4
2
2
3
4
Electrical
8
6
22
20
12
16
16
24
24
17
21
10
Mechanical
6
8
6
2
4
14
6
11
2
4
1
2
Materials
1
1
0
1
3
0
0
2
2
0
1
4
Industrial
11
6
4
1
0
0
8
5
7
12
4
13
Other
2
1
5
17
17
2
7
25
12
20
29
8
Computer science
3
2
4
3
1
1
1
0
0
6
9
6
Department of Defense
Engineering and computer science
1,895
2,189
2,365
2,642
2,574
2,633
3,052
3,811
3,924
3,927
3,644
3,760
Engineering, subtotal
1,686
1,903
2,082
2,325
2,146
2,169
2,523
3,053
3,104
3,127
2,936
3,007
Aerospace
161
221
197
241
234
231
250
294
306
276
268
292
Chemical
64
50
66
87
83
79
88
132
123
111
79
113
Civil
54
44
60
74
97
104
149
189
192
194
153
175
Electrical
749
865
953
1,034
862
822
906
1,116
1,141
1,150
1,110
1,106
Mechanical
231
261
262
362
344
381
428
586
612
658
546
552
Materials
191
206
251
249
278
305
420
409
380
408
425
412
Industrial
60
58
48
42
30
44
36
56
65
52
49
50
Other
176
198
245
236
218
203
246
271
285
278
306
307
Computer science
209
286
283
317
428
464
529
758
820
800
708
753
OCR for page 132
Forces Shaping the U.S. Academic Engineering Research Enterprise
Field
1980
1981
1982
1983
1984
1985
1986
1987
1988
1989
1990
1991
Other federal agencies
Engineering and computer science
4,440
4,216
3,932
4,020
3,901
3,702
4,050
3,921
4,180
4,522
4,681
5,141
Engineering, subtotal
4,290
4,153
3,833
3,851
3,762
3,532
3,846
3,729
3,947
4,251
4,353
4,767
Aerospace
182
147
237
262
262
221
276
209
261
289
301
360
Chemical
646
630
560
575
532
505
543
581
530
531
588
589
Civil
817
694
603
597
648
552
573
583
634
640
619
755
Electrical
604
561
495
465
433
361
421
410
489
586
570
702
Mechanical
703
711
682
685
724
741
802
741
784
862
907
961
Materials
461
550
480
506
472
439
483
422
481
563
515
477
Industrial
147
130
97
74
76
66
54
87
102
91
81
133
Other
730
730
679
687
615
647
694
697
666
689
772
790
Computer science
150
63
99
169
139
170
204
192
233
271
328
374
Nonfederal sources
Engineering and computer science
5,747
6,246
6,474
7,102
8,273
10,477
12,062
13,116
13,882
14,899
15,484
16,446
Engineering, subtotal
5,389
5,863
6,046
6,542
7,609
9,474
10,856
11,786
12,481
13,343
13,933
14,853
Aerospace
205
184
148
150
149
247
265
248
300
417
486
491
Chemical
849
1,000
1,078
1,200
1,291
1,464
1,496
1,604
1,682
1,759
1,730
1,870
Civil
884
1,035
968
1,187
1,331
1,408
1,669
1,683
1,851
1,844
1,919
2,156
Electrical
869
920
889
1,068
1,327
1,983
2,420
2,779
2,972
3,377
3,493
3,643
Mechanical
812
855
935
948
1,194
1,695
1,957
2,004
2,008
2,112
2,194
2,475
Materials
373
426
455
542
638
817
924
1,024
1,043
1,096
1,218
1,274
Industrial
330
302
363
266
394
429
538
696
760
878
859
895
Other
1,067
1,141
1,210
1,181
1,285
1,431
1,587
1,748
1,865
1,860
2,034
2,049
Computer science
358
383
428
560
664
1,003
1,206
1,330
1,401
1,556
1,551
1,593
NOTE: Data were not collected in 1978.
SOURCE: NSF CASPAR Database System.
Representative terms from entire chapter:
degrees awarded