Table 55. Higher education R&D expenditures in engineering subfields, ranked by all FY 2016 engineering R&D: FYs 2014–16 and by subfield for FY 2016

(Dollars in thousands)

Rank Institution 2014 2015 2016
All engineering Aerospace, aeronautical, and astronautical engineeringa Bioengineering and biomedical engineering Chemical engineering Civil engineering Electrical, electronic, and communications engineeringa Industrial and manufacturing engineeringb Mechanical engineering Metallurgical and materials engineering Engineering, nec
All institutions 10,976,774 11,072,232 11,381,727 883,260 1,084,355 885,273 1,331,155 2,517,147 239,078 1,435,828 771,683 2,233,948
1 Johns Hopkins U.c 935,105 i 991,937 i 1,026,629 i 94,319 i 38,587 i 15,522 i 15,268 i 471,346 i 0 i 161,975 i 15,873 i 213,739 i
2 Georgia Institute of Technology 505,384 533,329 558,219 152,182 25,844 26,803 27,001 188,040 43,953 53,778 19,146 21,472
3 Massachusetts Institute of Technology 403,208 416,402 427,923 27,231 96,990 29,379 24,955 44,965 0 54,433 31,696 118,274
4 SUNY, Polytechnic Institute 408,504 290,663 312,224 0 0 0 2 31 0 39 0 312,152
5 U. Michigan, Ann Arbor 251,302 254,505 293,930 14,524 17,329 15,234 24,369 69,878 4,389 35,705 11,920 100,582
6 Texas A&M U., College Station and Health Science Center 291,643 298,538 290,413 9,434 14,254 27,087 86,281 28,969 2,912 36,165 12,534 72,777
7 Pennsylvania State U., University Park and Hershey Medical Center 302,833 296,692 288,234 17,610 8,067 17,012 21,981 61,089 18,398 76,086 58,483 9,508
8 Virginia Polytechnic Institute and State U. 228,570 225,702 228,281 12,215 12,374 5,294 63,326 50,139 5,892 34,041 17,076 27,924
9 Purdue U., West Lafayette 205,553 194,401 223,048 30,795 12,726 13,568 28,022 43,858 4,553 36,479 9,739 43,308
10 U. Texas, Austin 206,531 216,821 217,413 10,907 8,456 49,555 39,734 43,153 3,519 10,020 16,413 35,656
11 U. California, Berkeley 185,951 185,078 185,049 0 367 6,480 20,041 113,624 0 315 0 44,222
12 U. Illinois, Urbana-Champaign 172,828 161,458 170,506 9,490 7,731 7,864 28,392 49,809 0 24,177 19,766 23,277
13 North Carolina State U. 150,219 143,288 147,704 1,456 12,055 23,150 12,066 39,239 6,764 7,991 26,272 18,711
14 Ohio State U. 152,592 144,216 147,590 1,279 1,674 9,225 7,303 24,714 5,732 65,942 18,698 13,023
15 U. Wisconsin-Madison 147,612 135,557 147,315 0 36,360 12,609 16,003 13,904 4,817 7,963 11,036 44,623
16 U. Washington, Seattle 128,996 129,670 133,128 11,181 24,706 10,587 14,339 32,600 1,083 14,029 4,474 20,129
17 U. Colorado Boulder 93,839 109,482 132,146 75,237 5,685 14,307 13,418 11,680 0 9,232 720 1,867
18 U. Maryland, College Park 111,172 124,268 127,965 12,465 8,067 4,394 25,975 22,125 0 17,937 13,714 23,288
19 Arizona State U. 105,490 116,865 127,332 0 15,885 3,596 16,585 54,988 2,066 6,299 6,034 21,879
20 Stanford U. 132,936 134,143 125,633 14,365 21,905 12,528 11,053 24,636 0 28,404 5,308 7,434
21 U. Minnesota, Twin Cities 106,416 114,619 117,858 8,244 22,658 24,134 17,698 16,603 2,093 15,350 11,078 0
22 U. California, San Diego 119,690 117,170 114,646 0 35,265 0 0 57,532 0 12,064 0 9,785
23 U. Dayton 78,165 87,160 105,879 9,474 0 5,024 2,543 6,245 3,757 2,648 51,454 24,734
24 Carnegie Mellon U. 89,909 89,054 102,696 2,549 5,947 8,515 7,958 26,673 0 10,704 9,843 30,507
25 Utah State U. 87,498 92,787 99,090 79,138 1,255 0 9,822 4,827 0 3,369 0 679
26 U. California, Santa Barbara 90,215 89,556 95,026 0 17,185 10,896 0 27,898 0 7,427 31,620 0
27 SUNY, U. Buffalo 82,076 88,489 94,683 104 22,433 19,589 11,428 4,925 2,100 13,570 142 20,392
28 U. Florida 85,271 87,307 94,548 4,857 18,089 5,176 3,518 19,715 2,350 11,964 10,710 18,169
29 Iowa State U. 91,095 84,114 92,088 4,390 0 12,881 24,447 19,977 6,655 8,102 0 15,636
30 U. Tennessee, Knoxville 64,557 70,341 90,290 13,449 1,289 5,672 14,150 17,712 14,318 0 12,377 11,323
31 U. California, Davis 86,393 83,273 89,188 0 22,043 8,893 32,146 14,298 0 11,773 0 35
32 Cornell U. 110,812 104,481 88,512 3,149 8,634 10,709 5,905 17,888 4,158 11,445 14,249 12,375
33 Northwestern U. 87,075 77,676 84,243 0 12,628 7,077 5,247 12,742 2,983 10,923 17,752 14,891
34 U. California, Los Angeles 73,254 82,540 78,962 0 7,099 9,612 3,982 23,977 0 16,044 6,778 11,470
35 Duke U. 76,918 85,580 74,746 0 24,134 0 7,149 22,850 0 6,882 9,753 3,978
36 Rutgers, State U. New Jersey, New Brunswick 64,537 71,565 74,092 1,208 21,319 3,342 24,611 8,046 0 2,495 6,258 6,813
37 Harvard U. 56,876 73,786 70,131 0 30,546 620 6,527 9,830 0 3,214 12,102 7,292
38 U. Notre Dame 65,682 67,235 69,954 24,224 0 10,250 10,169 20,628 0 0 3,169 1,514
39 U. Central Florida 34,383 50,374 69,401 14,082 1,724 0 7,990 28,102 2,978 4,983 2,233 7,309
40 Rice U. 54,805 61,766 69,113 0 26,390 8,159 7,302 15,177 0 1,504 8,865 1,716
41 Vanderbilt U. 56,207 60,740 66,481 0 10,795 5,540 10,424 30,401 0 9,151 0 170
42 U. Southern California 69,986 69,527 65,883 2,274 11,623 4,170 6,546 26,225 2,254 4,117 178 8,496
43 Clemson U. 56,334 58,366 64,870 0 7,506 2,978 13,608 10,165 2,620 14,054 10,008 3,931
44 Woods Hole Oceanographic Institution 78,228 86,277 63,781 0 0 0 0 0 0 0 0 63,781
45 Columbia U. in the City of New York 62,976 55,763 63,596 2,564 17,348 8,397 2,285 5,566 1,403 2,858 0 23,175
46 U. Arizona 54,558 56,911 62,867 1,568 5,449 3,453 3,873 36,388 2,068 2,708 4,319 3,041
47 New Jersey Institute of Technology 48,997 59,378 61,979 0 4,923 3,085 31,579 3,781 134 2,094 1,450 14,933
48 U. California, Santa Cruz 59,837 60,838 61,931 0 0 0 0 3,093 0 0 0 58,838
49 Rensselaer Polytechnic Institute 71,340 69,540 61,452 0 6,883 8,387 4,930 13,800 0 18,406 4,449 4,597
50 U. Pennsylvania 46,345 46,031 61,366 0 15,886 7,468 0 18,657 0 11,719 0 7,636
51 Boston U. 46,103 52,011 60,000 698 28,170 0 0 14,017 278 9,612 65 7,160
52 New York U. 11,078 10,248 59,782 0 0 1,209 2,340 7,444 0 1,643 0 47,146
53 Princeton U. 84,868 75,674 59,250 5,331 2,831 5,552 7,337 12,136 3,655 5,073 14,353 2,982
54 California Institute of Technology 49,293 83,424 57,886 13,268 1,956 16,256 5,540 6,766 0 3,063 2,565 8,472
55 U. California, Irvine 38,055 40,460 55,020 0 6,746 6,247 16,890 12,880 0 11,170 0 1,087
56 U. Houston 53,091 47,555 51,635 823 7,819 10,510 6,218 9,771 354 5,149 8,856 2,135
57 Mississippi State U. 40,714 44,160 50,928 4,824 285 2,181 2,715 12,683 4,400 12,190 50 11,600
58 U. Kentucky 45,002 48,952 50,766 0 953 3,526 10,354 2,077 337 4,611 2,632 26,276
59 Wichita State U. 48,330 46,965 50,448 43,724 83 0 0 848 827 331 0 4,635
60 U. Virginia, Charlottesville 59,157 58,586 48,815 0 5,777 2,100 5,832 8,783 3,212 0 0 23,111
61 U. Massachusetts, Amherst 44,867 41,390 47,257 0 0 17,241 10,679 11,787 0 7,193 0 357
62 U. Iowa 48,135 50,476 47,097 0 839 1,558 24,754 4,785 888 2,830 0 11,443
63 Florida State U. 43,246 42,929 46,346 1,797 915 1,093 4,440 9,655 1,072 20,877 6,136 361
64 Washington State U. 42,293 i 54,515 46,133 1,907 3,060 4,106 6,923 5,756 0 9,996 4,505 9,880
65 Auburn U., Auburn 46,263 40,249 45,572 727 919 4,749 3,142 4,262 798 6,450 1,207 23,318
66 Michigan State U. 43,506 44,392 45,183 0 1,408 12,400 6,372 13,511 0 6,078 0 5,414
67 Oregon State U. 37,174 43,110 43,990 248 2,880 8,537 7,986 3,910 89 8,277 2,157 9,906
68 U. Alabama, Birmingham 17,847 37,222 43,359 7,649 2,949 10,340 1,201 1,528 0 3,703 13,241 2,748
69 Louisiana State U., Baton Rouge 41,378 38,728 42,710 0 0 6,276 10,978 2,577 446 5,222 6,084 11,127
70 U. South Florida, Tampa 71,752 47,844 42,590 0 475 2,385 27,835 5,022 1,158 4,419 0 1,296
71 U. Texas, Dallas 38,936 39,488 42,513 0 11,703 0 0 6,974 329 5,056 7,956 10,495
72 U. Texas, Arlington 45,440 37,401 41,889 0 2,973 1,097 5,922 4,692 0 6,149 9,198 11,858
73 U. Nebraska, Lincoln 40,053 42,325 41,427 0 5,633 2,625 12,785 8,462 207 4,776 5,379 1,560
74 Michigan Technological U. 38,504 38,427 41,399 0 2,109 1,755 3,750 9,176 0 14,152 6,152 4,305
75 U. Pittsburgh, Pittsburgh 36,179 37,093 41,382 0 11,074 7,698 3,067 5,496 3,043 4,444 0 6,560
76 New Mexico State U. 70,449 64,534 41,377 7,812 229 1,715 3,207 2,401 6 757 171 25,079
77 U. Akron 37,673 29,895 41,309 0 2,594 11,709 4,396 3,780 0 4,958 0 13,872
78 U. Missouri, Columbia 33,116 35,554 40,947 0 3,470 1,077 4,035 2,225 671 2,944 25,250 1,275
79 Northeastern U. 40,441 39,190 40,243 0 1,000 3,098 5,974 16,371 4,580 6,152 900 2,168
80 Colorado State U., Fort Collins 35,925 32,850 40,075 0 0 2,186 16,213 10,300 0 10,827 0 549
81 Case Western Reserve U. 54,453 43,484 39,547 0 14,556 8,394 697 6,158 0 5,255 88 4,399
82 U. Delaware 57,086 47,897 39,367 0 2,307 15,692 7,481 6,594 0 5,239 0 2,054
83 Texas Tech U. 34,890 38,185 39,175 0 0 6,781 10,955 9,851 1,323 6,069 0 4,196
84 U. Connecticut 43,185 44,329 38,977 0 1,675 4,182 10,256 8,591 0 5,363 4,971 3,939
85 U. Utah 74,732 104,366 38,353 0 7,243 8,262 3,224 6,820 0 4,615 6,228 1,961
86 U. North Dakota 39,871 33,551 38,153 1,885 0 1,283 1,459 385 0 671 2,067 30,403
87 U. Wyoming 4,917 5,568 37,752 0 0 17,521 4,064 265 0 734 0 15,168
88 Oklahoma State U., Stillwater 24,235 19,515 37,394 6,123 821 4,194 4,294 2,637 2,302 374 1,510 15,139
89 U. New Mexico 34,447 34,534 37,136 2,444 1,801 5,130 5,868 15,526 1,694 1,031 0 3,642
90 U.S. Air Force Academy 31,488 i 24,268 37,015 6,072 0 0 473 1,424 0 29,046 0 0
91 U. Alabama, Huntsville 41,665 35,720 35,151 23,205 0 672 1,027 3,742 671 5,012 436 386
92 Colorado School of Mines 40,604 39,509 34,840 0 7 5,304 4,764 675 94 4,937 9,716 9,343
93 U. Cincinnati 38,667 39,108 34,412 7,906 570 3,203 4,010 5,950 0 9,743 640 2,390
94 U. South Carolina, Columbia 34,131 33,559 33,228 0 0 6,590 2,411 7,018 0 10,096 0 7,113
95 West Virginia U. 38,572 34,040 32,948 0 0 2,966 4,437 7,137 2,926 11,177 1,580 2,725
96 Drexel U. 40,248 34,387 32,312 0 6,861 4,018 3,569 4,308 0 4,687 6,202 2,667
97 CUNY, City C. 26,856 27,835 32,237 0 3,632 2,363 21,301 3,095 0 1,475 0 371
98 U. Arkansas, Fayetteville 23,967 28,469 32,205 0 5,930 3,355 4,192 9,994 2,370 3,086 0 3,278
99 Brown U. 44,695 i 36,512 i 31,735 316 6,087 728 0 9,125 0 6,518 3,462 5,499
100 Florida International U. 27,098 37,637 30,559 2 2,393 0 15,504 5,929 8 776 1,205 4,742
101 U. North Carolina, Chapel Hill 5,014 5,014 29,576 0 6,827 0 18,262 0 4,487 0 0 0
102 Missouri U. of Science and Technology 29,980 25,880 28,438 2,598 29 727 3,707 5,788 548 3,806 10,197 1,038
103 Dartmouth C. 18,238 25,056 28,324 0 11,219 2,759 614 2,767 10 6,437 0 4,518
104 Wright State U. 26,572 26,610 27,957 236 6,240 0 0 4,991 0 2,114 215 14,161
105 Yale U. 39,856 39,001 26,271 0 7,147 5,371 446 6,718 0 6,164 0 425
106 U. California, Riverside 22,852 23,381 26,118 0 1,532 5,867 9,011 5,285 0 3,731 310 382
107 Mercer U. 24,163 26,464 26,049 10,767 0 0 0 1,210 0 9,378 4,685 9
108 SUNY, Stony Brook U. 19,679 23,118 25,366 0 7,698 0 1,107 4,700 0 3,439 4,555 3,867
109 U. Texas, El Paso 22,719 24,525 25,328 24 6 0 5,259 4,032 1,696 8,913 5,175 223
110 U. Oklahoma, Norman and Health Science Center 25,506 26,162 24,935 1,853 209 3,479 6,051 6,902 374 0 0 6,067
111 Worcester Polytechnic Institute 17,360 23,775 24,779 0 2,649 3,006 537 2,692 0 12,454 1,369 2,072
112 Kansas State U. 25,546 24,023 24,591 1,028 0 3,206 4,112 2,489 1,636 5,700 0 6,420
113 SUNY, Binghamton U. 20,363 22,219 24,216 0 1,527 0 0 6,762 5,621 6,145 0 4,161
114 Washington U., Saint Louis 20,675 27,283 24,130 0 11,081 7,686 2,311 2,851 0 0 0 201
115 Stevens Institute of Technology 23,870 25,652 23,970 94 1,677 733 408 779 0 775 236 19,268
116 Montana State U., Bozeman 19,519 19,933 22,150 0 3,897 578 7,169 2,657 161 2,054 0 5,634
117 Tufts U. 20,301 19,440 22,131 0 9,683 1,383 3,791 4,198 0 3,008 0 68
118 Lehigh U. 19,956 22,052 21,179 0 204 3,360 4,496 3,834 1,300 4,493 3,480 12
119 U. Hawaii, Manoa 17,127 24,109 21,090 47 2,496 0 2,341 10,416 0 2,001 76 3,713
120 U. Alaska, Fairbanks 26,774 21,968 20,493 4,958 0 0 7,752 4,719 0 407 476 2,181
121 Ohio U. 28,670 i 26,851 i 20,077 i 4,969 i 0 i 9,324 i 2,594 i 912 i 734 i 511 i 571 i 462 i
122 Air Force Institute of Technology 12,309 12,788 19,693 4,137 0 0 97 6,592 7,579 0 1,288 0
123 U. Illinois, Chicago 21,161 21,567 19,610 0 8,748 1,033 2,395 2,632 0 4,792 0 10
124 U. New Hampshire 24,010 25,083 19,459 0 3,594 935 5,002 8,021 0 1,583 0 324
125 U. Louisville 24,567 18,708 19,105 0 6,703 1,475 2,195 2,885 0 1,421 202 4,224
126 Old Dominion U. 23,575 23,987 18,815 3,934 0 0 3,964 7,970 0 2,947 0 0
127 Naval Postgraduate School 30,403 28,358 18,726 3,809 74 0 233 4,947 0 2,388 83 7,192
128 U. Alabama, Tuscaloosa 15,372 17,102 18,394 1,265 0 1,477 3,894 3,505 288 3,094 4,761 110
129 Syracuse U. 14,943 14,644 18,332 289 3,225 243 2,774 4,869 0 5,005 0 1,927
130 Rochester Institute of Technology 11,938 15,820 17,894 0 463 2,071 43 5,196 510 1,731 0 7,880
131 U. Massachusetts, Lowell 13,540 16,201 17,428 0 0 6,515 785 5,621 0 3,965 0 542
132 U. Kansas 19,632 19,992 17,001 1,074 1,574 5,686 2,672 3,848 0 176 21 1,950
133 U. Maine 25,392 17,891 16,880 0 0 4,799 574 1,147 1,234 589 7,955 582
134 Wayne State U. 21,524 18,843 16,605 0 2,966 2,955 3,042 2,296 2,244 2,107 0 995
135 Virginia Commonwealth U. 7,189 12,384 16,251 0 2,074 7,897 0 1,581 0 0 0 4,699
136 George Washington U. 13,807 13,405 15,416 1,780 2,969 0 1,048 2,180 1,543 3,984 298 1,614
137 U. Maryland, Baltimore County 9,999 12,518 15,256 0 0 6,543 0 6,761 0 1,914 0 38
138 Embry-Riddle Aeronautical U. 12,816 9,672 14,947 13,512 36 0 59 28 0 482 0 830
139 U. Tulsa 20,261 17,822 14,930 0 0 866 0 431 0 3,161 0 10,472
140 Cleveland State U. 19,717 10,513 i 14,719 0 10,106 946 604 1,439 171 1,354 0 99
141 U. Texas, San Antonio 9,667 11,383 14,397 0 896 0 2,122 3,777 13 3,516 0 4,073
142 Brigham Young U., Provo 13,861 13,434 13,972 0 0 2,160 1,550 3,828 0 5,747 0 687
143 U. Idaho 14,528 12,975 13,867 1,001 233 412 4,340 907 0 391 436 6,147
144 U. Nevada, Las Vegas 10,586 13,965 13,046 0 0 0 3,747 2,025 0 6,407 0 867
145 North Dakota State U. 12,114 12,678 13,009 0 0 0 1,926 2,987 697 2,204 0 5,195
146 South Dakota School of Mines and Technology 9,066 12,394 12,917 0 0 2,803 1,023 494 251 1,784 2,436 4,126
147 U. Nevada, Reno 11,789 14,072 12,782 1,514 10 1,305 6,842 656 0 1,306 1,108 41
148 Oregon Health and Science U. 9,043 11,063 12,372 0 12,372 0 0 0 0 0 0 0
149 U. Toledo 17,699 13,320 11,805 0 2,208 2,625 1,138 270 0 5,030 0 534
150 U. Puerto Rico, Mayaguez 10,947 12,115 11,804 0 0 3,265 2,443 2,772 0 795 1,716 813
151 U. Georgia 8,968 9,943 11,314 37 2,736 507 632 275 24 29 43 7,031
152 Illinois Institute of Technology 13,899 15,876 11,299 1,039 3,626 378 785 3,284 111 241 803 1,032
153 U. Chicago 3,335 7,069 11,155 0 0 0 0 0 0 0 0 11,155
154 U. Wisconsin-Milwaukee 10,696 9,715 10,944 0 0 0 1,700 1,929 377 4,452 678 1,808
155 North Carolina Agricultural and Technical State U. 12,347 12,631 10,854 0 446 0 1,343 1,785 571 3,994 0 2,715
156 George Mason U. 8,148 10,181 10,826 0 2,971 3 1,114 2,233 1,221 13 92 3,179
157 U. Rochester 90,231 83,755 10,358 0 4,102 1,119 0 2,437 0 1,232 0 1,468
158 Clarkson U. 9,378 9,939 10,210 0 0 2,273 4,423 2,003 0 1,511 0 0
159 New Mexico Institute of Mining and Technology 33,539 13,969 10,043 617 0 4,757 660 730 0 1,541 1,598 140
160 U. California, Merced 7,662 9,778 9,814 0 1,182 0 3,526 1,602 0 1,956 1,422 126
161 U. Vermont 8,621 8,505 9,800 2,858 428 0 1,764 0 0 0 0 4,750
162 Boise State U. 8,004 8,270 9,394 20 272 346 244 1,006 0 96 6,484 926
163 U. North Texas, Denton 12,792 10,688 9,125 0 48 0 0 1,190 0 1,136 5,539 1,212
164 California State U., Sacramento 6,201 8,359 9,110 0 0 0 8,890 41 0 158 0 21
165 Louisiana Tech U. 7,626 8,638 8,384 0 2,063 767 1,187 905 83 1,482 886 1,011
166 Marquette U. 5,438 8,663 8,012 0 1,508 0 953 1,231 0 787 0 3,533
167 U. North Carolina, Charlotte 6,575 7,696 7,915 0 130 0 1,881 1,625 0 2,324 306 1,649
168 U. Memphis 8,887 7,871 7,873 0 2,009 0 4,076 1,305 0 352 0 131
169 U. Tennessee, Knoxville, Institute of Agriculture 6,121 5,717 7,862 0 0 2,720 0 0 0 0 0 5,142
170 U.S. Military Academy 5,534 9,697 7,794 0 328 0 1,000 1,525 0 2,141 0 2,800
171 U. Louisiana, Lafayette 5,535 10,891 7,792 0 0 2,300 1,220 414 0 1,513 301 2,044
172 Howard U. 8,588 10,748 7,604 159 0 167 1,265 4,352 0 1,183 0 478
173 Villanova U. 5,200 6,328 7,291 0 0 779 922 665 0 1,183 0 3,742
174 Portland State U. 10,544 8,789 7,091 0 0 0 4,024 1,512 0 1,257 134 164
175 San Diego State U. 5,321 6,393 6,985 592 511 0 1,846 1,405 0 2,301 0 330
176 Temple U. 5,656 6,368 6,973 0 1,909 0 1,727 1,363 0 1,653 0 321
177 U. Massachusetts, Dartmouth 8,917 7,138 6,710 0 984 0 1,828 2,595 0 1,050 0 253
178 California Polytechnic State U., San Luis Obispo 5,844 6,122 6,694 3,561 95 0 1,658 260 0 427 303 390
179 U.S. Naval Academy 6,720 5,565 6,671 703 0 0 0 2,355 0 1,516 0 2,097
180 Tulane U. 6,738 7,022 6,658 0 3,022 3,390 234 0 0 0 0 12
181 U. Mississippi 5,836 5,676 6,646 0 0 1,929 756 813 0 1,055 0 2,093
182 U. Rhode Island 5,701 5,889 6,549 0 43 966 1,431 1,369 0 1,013 4 1,723
183 Tuskegee U. 8,233 i 7,978 i 6,532 i 152 i 0 i 206 i 0 i 520 i 0 i 266 i 5,388 i 0 i
184 South Dakota State U. 7,127 3,997 6,487 0 0 0 554 780 0 261 0 4,892
185 Idaho State U. 5,327 2,670 6,271 0 0 0 39 31 0 148 0 6,053
186 U. Colorado Denver and Anschutz Medical Campus 10,486 7,919 6,212 0 374 0 3,546 1,334 0 922 0 36
187 U. Michigan, Dearborn 7,151 6,638 6,100 0 0 0 0 2,298 498 2,280 0 1,024
188 U. Maryland, Baltimore 6,611 6,412 5,935 0 5,935 0 0 0 0 0 0 0
189 Humboldt State U. 1,439 2,185 5,581 0 0 0 193 4,684 0 0 13 691
190 Indiana U.-Purdue U., Indianapolis 8,058 6,620 5,448 0 1,973 0 24 839 0 2,137 95 380
191 Southern Methodist U. 4,627 4,410 5,419 0 0 0 1,257 1,658 0 2,141 0 363
192 Emory U. 5,648 i 5,801 5,209 0 5,209 0 0 0 0 0 0 0
193 Tennessee Technological U. 5,022 4,883 5,154 0 0 229 363 1,863 369 2,156 0 174
194 Alabama A&M U. 5,001 i 4,957 i 5,142 i 0 i 0 i 0 i 1,134 i 2,011 i 0 i 1,156 i 841 i 0 i
195 U. Miami 5,478 4,986 5,133 0 770 0 1,402 1,576 0 653 0 732
196 Western Michigan U. and Homer Stryker M.D. School of Medicine 4,284 5,544 5,062 658 241 758 1,809 206 147 409 252 582
197 Southern Illinois U., Carbondale 10,858 8,191 4,959 0 0 57 911 875 0 599 1,329 1,188
198 Florida Atlantic U. 4,301 3,051 4,929 0 0 0 760 0 0 0 0 4,169
199 U. Texas Rio Grande Valley na na 4,918 36 0 0 8 364 1,222 2,199 0 1,089
200 Florida Institute of Technology 2,340 i 2,499 4,697 465 463 123 502 620 66 671 17 1,770
201 Jackson State U. 3,115 2,999 4,364 0 0 0 2,064 2,300 0 0 0 0
202 U. Denver 3,284 2,854 4,287 0 1,051 0 400 2,019 0 301 516 0
203 Oakland U. 3,806 6,756 4,237 0 0 0 0 895 26 2,014 0 1,302
204 Morgan State U. 4,871 4,269 3,932 0 0 0 1,360 1,713 394 0 0 465
205 U. South Dakota 975 2,440 3,841 0 3,841 0 0 0 0 0 0 0
206 U. New Orleans 3,506 3,135 3,741 0 0 0 806 1,117 0 565 0 1,253
207 Alfred U. 3,886 5,036 3,684 4 0 0 0 0 0 0 3,680 0
208 Northern Illinois U. 3,211 i 3,695 3,508 0 0 0 0 116 2,497 131 0 764
209 Montana Tech of U. Montana 3,824 4,040 3,503 0 0 97 109 629 0 0 2,581 87
210 Texas State U. 2,560 4,898 3,364 0 233 172 0 366 0 0 403 2,190
211 Northern Arizona U. 869 1,048 3,359 0 1,709 11 350 716 213 360 0 0
212 Baylor U. 2,254 2,716 3,233 211 71 72 89 1,138 0 1,626 0 26
213 Indiana U., Bloomington 0 0 3,164 0 0 0 0 0 3,164 0 0 0
214 U. Texas Medical Branch 4,846 3,037 3,114 0 3,114 0 0 0 0 0 0 0
215 Purdue U., Calumet 2,213 3,446 3,003 0 0 0 2 1,217 0 208 0 1,576
216 Milwaukee School of Engineering 3,218 3,334 2,945 0 293 0 1,121 23 0 1,508 0 0
217 Tennessee State U. 2,886 2,669 2,827 0 0 0 551 1,325 0 920 2 29
218 U. Missouri, Kansas City 589 836 2,724 0 0 0 874 1,611 0 239 0 0
219 Rowan U. 2,060 1,958 2,639 0 124 356 1,377 462 0 320 0 0
220 Florida A&M U. 2,409 2,859 2,590 0 0 220 567 301 0 462 0 1,040
221 Texas A&M U.-Corpus Christi 1,092 2,122 2,573 1,916 35 7 0 3 0 316 0 296
222 U. North Carolina, general administration ne 1,925 2,511 0 725 0 0 55 0 16 1,026 689
223 Oregon Institute of Technology ne 629 2,452 0 0 0 197 378 292 1,000 203 382
224 U. New Haven 449 i 401 2,451 0 0 0 0 0 0 0 0 2,451
225 Marshall U. 2,855 2,764 2,416 0 0 0 2,281 0 0 0 135 0
226 Prairie View A&M U. 2,787 2,497 2,386 86 0 114 139 1,394 0 238 0 415
227 U. Arkansas, Little Rock 2,242 2,065 2,358 1,065 61 196 0 45 350 67 0 574
228 South Carolina State U. 2,844 i 2,589 i 2,296 i 0 i 0 i 0 i 2,296 i 0 i 0 i 0 i 0 i 0 i
229 Kettering U. 2,495 2,457 2,248 0 0 248 0 1,052 46 902 0 0
230 Virginia State U. 2,394 1,972 2,214 1,419 0 0 0 0 0 0 12 783
231 Minnesota State U., Mankato 942 583 2,192 0 0 0 0 9 43 558 0 1,582
232 Southern Illinois U., Edwardsville 3,690 2,927 2,182 847 0 210 574 261 0 290 0 0
233 California Maritime Academy 992 1,501 2,138 0 0 0 0 0 0 20 0 2,118
234 U. Minnesota, Duluth 1,951 2,110 2,062 0 0 93 1,035 373 219 0 0 342
235 U. South Alabama 2,336 2,273 2,033 0 92 334 374 236 0 465 0 532
236 U. Alaska, Anchorage 1,257 874 1,982 0 0 0 933 541 64 81 0 363
237 Miami U. 2,006 1,682 1,974 5 571 671 0 248 0 324 0 155
238 U. North Florida 1,486 1,214 1,968 0 0 0 778 424 165 406 0 195
239 Pennsylvania State U., Behrend 1,506 1,472 1,960 0 375 163 188 187 206 81 394 366
240 Georgia Southern U. 1,303 4,660 1,919 0 0 0 953 174 0 792 0 0
241 Maine Maritime Academy ne 373 i 1,902 0 0 0 0 0 0 5 0 1,897
242 Claremont Graduate U. 0 i 0 i 1,860 i 0 i 0 i 0 i 0 i 0 i 1,860 i 0 i 0 i 0 i
243 Youngstown State U. 1,499 931 1,846 0 0 15 25 2 0 1,612 192 0
244 Norfolk State U. 4,000 3,131 1,839 0 0 0 0 365 0 0 0 1,474
245 Pittsburg State U. 2,231 1,963 1,835 26 294 1,515 0 0 0 0 0 0
246 Texas A&M U.-Kingsville 2,953 2,081 1,757 0 0 189 56 137 0 667 0 708
247 Franklin W. Olin C. of Engineering 1,561 2,136 1,706 0 119 0 0 0 0 497 0 1,090
248 California State U., Long Beach 2,136 954 1,578 41 0 2 504 66 0 9 0 956
249 San Francisco State U. 1,104 743 1,536 142 0 188 163 766 126 136 0 15
250 Morehead State U. 2 2 1,510 1,468 0 0 0 0 0 0 0 42
251 Saint Louis U. 1,910 2,474 1,494 933 110 0 419 0 0 32 0 0
252 Bucknell U. 1,549 1,410 1,486 i 0 i 56 i 264 i 497 i 219 i 0 i 330 i 0 i 120 i
253 Hofstra U. 199 1,430 1,480 0 0 0 0 0 0 0 0 1,480
254 Catholic U. of America 1,608 1,532 1,441 0 270 0 365 531 0 275 0 0
255 Lawrence Technological U. 1,339 1,736 1,378 0 18 0 825 242 0 293 0 0
256 Pace U. 843 823 1,368 0 0 0 0 0 491 877 0 0
257 Lamar U. 2,040 1,664 1,339 0 0 866 99 10 263 85 0 16
258 Bradley U. 984 987 1,322 0 0 0 223 367 11 195 0 526
259 New York Institute of Technology 1,393 709 1,313 0 145 0 0 0 107 0 0 1,061
260 Southern U. and A&M C., Baton Rouge 1,584 1,708 1,258 0 0 0 144 210 0 904 0 0
261 SUNY, C. of Environmental Science and Forestry 1,707 i 976 1,221 5 237 871 108 0 0 0 0 0
262 Western Washington U. 583 859 1,189 0 0 803 0 0 0 386 0 0
263 U. Missouri, Saint Louis 430 539 1,161 0 0 0 533 602 0 0 0 26
264 Kent State U. 634 973 1,152 22 516 244 0 11 0 3 82 274
265 U. Hartford 1,056 998 1,131 0 0 0 44 0 0 1,078 0 9
266 West Texas A&M U. 601 1,250 1,111 0 0 0 331 0 0 120 0 660
267 California State Polytechnic U., Pomona 511 1,118 1,081 145 0 146 488 53 64 185 0 0
268 U. Oklahoma, Tulsa ne 757 992 0 0 0 0 992 0 0 0 0
269 San Jose State U. 1,313 993 940 117 0 11 166 410 141 17 0 78
270 Harvey Mudd C. 502 582 920 0 0 0 0 0 0 0 0 920
271 U. Tennessee, Chattanooga 2,271 2,531 917 0 0 3 121 77 0 0 0 716
272 U. Nebraska, Omaha 1,216 1,441 913 871 37 0 0 0 0 0 0 5
273 Hampton U. 829 870 903 0 0 343 0 560 0 0 0 0
274 U. Colorado Colorado Springs 1,160 1,007 892 0 59 0 0 599 0 216 0 18
275 U. Puerto Rico, Rio Piedras 2,128 2,588 879 0 879 0 0 0 0 0 0 0
276 U. of the District of Columbia 519 0 864 13 0 0 555 296 0 0 0 0
277 Missouri State U. 193 223 842 0 0 0 0 0 0 0 842 0
278 Middle Tennessee State U. 140 288 826 112 0 25 0 43 150 496 0 0
279 U. Southern Mississippi 169 32 824 544 130 0 0 0 0 35 0 115
280 California State U., Los Angeles 1,959 1,851 809 0 0 0 513 267 0 0 0 29
281 U. Massachusetts, Boston 233 433 798 0 0 0 146 652 0 0 0 0
282 Valparaiso U. 483 866 797 0 0 0 39 0 0 758 0 0
283 California State U., Northridge 553 461 787 0 0 0 0 240 0 543 0 4
284 Duquesne U. 132 708 778 0 778 0 0 0 0 0 0 0
284 Seattle U. 614 762 778 14 42 0 20 209 0 162 0 331
286 Smith C. 569 850 775 4 173 0 106 46 0 23 0 423
287 California State U., Fullerton 329 474 762 0 0 0 111 432 2 217 0 0
288 Santa Clara U. 1,343 776 720 0 28 0 21 192 0 479 0 0
289 U. del Turabo 916 965 706 0 0 0 0 159 53 213 0 281
290 U. Tennessee, Health Science Center 550 697 702 0 702 0 0 0 0 0 0 0
291 U. Wisconsin-Green Bay 204 i 201 i 696 i 0 i 0 i 0 i 95 i 309 i 0 i 292 i 0 i 0 i
292 Pennsylvania State U., Harrisburg 560 767 675 0 160 0 184 167 0 164 0 0
293 Rutgers, State U. New Jersey, Newark 53 147 674 0 0 0 137 0 0 472 0 65
294 Western New England U. ne ne 654 0 13 0 266 127 160 88 0 0
295 Central Michigan U. 420 634 640 388 141 93 2 13 0 0 0 3
296 Indiana U.-Purdue U., Fort Wayne 1,197 796 630 0 0 0 184 19 14 198 0 215
297 East Carolina U. 493 539 628 47 181 0 0 0 0 120 0 280
298 Arkansas State U., Jonesboro 603 822 612 0 0 0 301 184 0 126 0 1
299 James Madison U. 694 594 607 0 0 0 607 0 0 0 0 0
300 California State U., Fresno 310 351 606 0 0 0 186 312 0 69 0 39
301 Savannah State U. 61 53 593 0 0 85 0 0 0 0 0 508
302 Central State U. 142 91 519 0 0 0 228 0 282 1 0 8
303 Swarthmore C. 378 544 504 0 0 0 395 42 0 67 0 0
304 Lafayette C. 437 417 501 0 0 187 47 0 0 267 0 0
305 California State U., Bakersfield 273 93 498 0 0 125 0 348 0 0 0 25
306 U. Wisconsin-Stevens Point 642 i 562 i 481 i 0 i 0 i 481 i 0 i 0 i 0 i 0 i 0 i 0 i
307 Fairfield U. 403 224 444 0 0 0 0 0 0 0 0 444
308 Benedict C. 1,046 327 424 0 0 0 0 424 0 0 0 0
309 SUNY, U. Albany 0 0 405 0 0 0 0 0 0 0 0 405
310 Xavier U. Louisiana 94 369 392 0 0 0 0 0 0 0 0 392
311 Western Kentucky U. 350 515 387 0 20 13 66 114 66 76 0 32
312 SUNY, Farmingdale State C. 582 308 346 i 0 i 0 i 0 i 0 i 0 i 0 i 0 i 346 i 0 i
313 U. North Carolina, Wilmington 187 374 329 58 0 0 6 265 0 0 0 0
314 U. of the Pacific 665 423 323 0 3 131 146 20 0 23 0 0
315 California State U., Chico 499 335 306 0 0 0 109 26 0 113 0 58
316 CUNY, C. Staten Island 117 230 298 0 0 33 265 0 0 0 0 0
317 Saginaw Valley State U. ne 344 290 0 0 0 0 27 0 1 262 0
318 Alcorn State U. 0 0 287 14 0 0 0 0 0 185 0 88
319 Clark Atlanta U. 92 51 272 0 0 0 0 0 0 0 0 272
320 U. San Diego 77 81 246 0 0 0 0 0 0 0 0 246
320 U. Texas, Permian Basin 378 256 246 0 0 0 0 0 0 0 0 246
322 Gonzaga U. 272 263 227 0 0 0 227 0 0 0 0 0
323 West Virginia State U. 53 92 215 0 215 0 0 0 0 0 0 0
324 Langston U. 0 0 198 0 0 0 0 0 0 0 0 198
325 Florida Gulf Coast U. 183 118 195 0 0 0 7 0 0 0 0 188
326 U. Detroit Mercy 386 147 191 0 0 0 61 34 0 78 0 18
326 Union C., Schenectady 892 436 191 0 10 0 0 18 0 163 0 0
328 U. Tampa 279 247 184 47 0 137 0 0 0 0 0 0
329 McNeese State U. 195 198 179 0 0 86 0 0 0 35 0 58
330 U. of St. Thomas (MN) 56 ne 174 0 0 0 0 66 0 95 0 13
331 St. Cloud State U. 12 52 147 0 0 0 0 53 87 7 0 0
332 Biola U. ne ne 144 i 0 i 0 i 0 i 0 i 0 i 0 i 0 i 0 i 144 i
332 Lake Superior State U. ne 135 144 0 0 0 0 42 0 102 0 0
334 U. Alaska, Southeast 45 14 138 0 0 0 138 0 0 0 0 0
335 Eastern Michigan U. 248 162 136 0 0 0 1 0 0 1 134 0
335 Norwich U. 183 209 136 17 0 0 46 35 0 38 0 0
337 Fayetteville State U. 128 128 128 0 0 0 0 0 0 0 0 128
338 U. Texas, Tyler 2,148 503 127 0 0 0 48 54 0 25 0 0
339 Central Connecticut State U. 94 156 123 112 0 1 10 0 0 0 0 0
340 Loyola Marymount U. 240 198 121 0 0 0 49 9 0 59 0 4
341 U. Washington, Bothell 1 562 119 0 0 0 119 0 0 0 0 0
342 Trinity U. 44 43 116 0 2 22 47 12 0 33 0 0
343 Kennesaw State U. 0 4 98 0 0 0 98 0 0 0 0 0
344 Texas Southern U. 119 105 97 0 0 2 1 85 0 9 0 0
345 Hope C. 49 295 96 0 0 0 0 0 0 58 28 10
346 Indiana State U. 92 117 94 0 0 0 0 0 0 93 0 1
347 New School 0 209 93 0 0 0 0 0 0 0 0 93
348 Elon U. 40 42 90 0 0 0 0 0 0 0 0 90
349 Texas Christian U. 165 85 87 0 0 0 0 37 0 50 0 0
350 Suffolk U. 48 79 80 i 0 i 0 i 0 i 0 i 80 i 0 i 0 i 0 i 0 i
351 Johnson C. Smith U. ne ne 75 0 0 75 0 0 0 0 0 0
352 Calvin C. 65 85 i 62 0 0 0 0 0 0 0 0 62
353 Roger Williams U. 0 0 60 0 0 0 60 0 0 0 0 0
354 Spelman C. 72 72 59 0 0 0 59 0 0 0 0 0
354 U. Southern Maine 121 i 90 i 59 13 0 4 0 0 0 0 17 25
356 Texas A&M International U. 99 0 56 9 45 0 0 2 0 0 0 0
357 Southeastern Louisiana U. 0 28 55 0 0 0 0 0 0 0 0 55
358 U. North Carolina, Asheville 0 5 51 0 0 0 0 0 0 51 0 0
359 Oklahoma State U., Center for Health Sciences 0 1 47 0 47 0 0 0 0 0 0 0
359 U. Houston-Downtown 0 147 47 0 0 0 0 0 0 0 0 47
361 Gallaudet U. 47 8 43 0 4 0 0 39 0 0 0 0
362 Trinity C., Hartford 120 67 42 31 4 0 0 0 0 0 0 7
363 Grand Valley State U. 211 88 37 0 1 0 0 28 0 6 0 2
364 Northwestern State U. Louisiana 0 ne 29 0 0 0 0 0 29 0 0 0
364 U. West Florida 34 39 29 0 0 0 0 0 0 0 0 29
366 Bowling Green State U. 60 0 26 0 0 0 26 0 0 0 0 0
367 Providence C. ne 9 24 0 0 0 0 0 0 24 0 0
367 Willamette U. 0 0 24 0 24 0 0 0 0 0 0 0
369 Azusa Pacific U. ne 9 21 0 0 0 0 0 0 0 0 21
370 Texas A&M U.-Commerce 1 0 18 0 0 0 0 0 18 0 0 0
371 Central Washington U. 30 1 16 0 0 0 0 16 0 0 0 0
371 Western Carolina U. 42 16 16 0 0 0 0 0 0 0 0 16
373 CUNY, Brooklyn C. 113 0 11 0 0 0 0 11 0 0 0 0
373 SUNY, Buffalo State 0 0 11 0 0 0 0 0 0 0 0 11
375 Seattle Pacific U. 0 13 9 0 0 0 0 0 0 0 0 9
376 Murray State U. 9 0 7 0 0 0 0 0 0 0 0 7
377 Jacksonville State U. ne 35 5 0 0 0 0 0 0 0 0 5
378 Sonoma State U. 1 45 4 0 0 0 0 4 0 0 0 0
379 Rhode Island School of Design ne 3 3 i 0 i 0 i 0 i 0 i 0 i 0 i 0 i 0 i 3 i
379 Salisbury U. 0 0 3 0 0 0 0 0 0 0 0 3
379 St. Olaf C. 0 0 3 3 0 0 0 0 0 0 0 0
382 CUNY, John Jay C. of Criminal Justice 9 0 2 0 0 0 0 0 2 0 0 0
382 Eastern Kentucky U. 0 0 2 0 0 0 0 0 0 0 0 2
384 California State U., San Bernardino 0 142 1 0 0 0 1 0 0 0 0 0
384 Rutgers, State U. New Jersey, Camden 0 0 1 0 1 0 0 0 0 0 0 0
All other surveyed institutions 9,058 8,663 0 0 0 0 0 0 0 0 0 0