Table 38. Total and federally financed higher education R&D expenditures in the computer and information sciences, ranked by FY 2016 total: FYs 2013–16

(Dollars in thousands)

Rank Institution Total Federally financed
2013 2014 2015 2016 2013 2014 2015 2016
All institutions 2,068,518 1,928,474 1,962,827 2,077,884 1,552,301 1,389,979 1,419,059 1,442,771
1 Johns Hopkins U.a 107,516 i 117,178 i 123,653 i 142,021 i 102,719 112,544 117,126 135,644
2 Carnegie Mellon U. 124,962 110,795 103,328 123,569 101,598 90,710 82,868 89,247
3 Georgia Institute of Technology 100,747 98,562 106,675 114,787 78,398 73,372 80,409 95,024
4 U. Illinois, Urbana-Champaign 224,941 99,611 109,661 94,722 188,085 75,491 78,506 67,186
5 U. Southern California 102,538 98,832 92,058 87,870 97,694 90,985 84,298 77,573
6 U. Texas, Austin 90,972 59,311 68,999 78,370 79,773 50,981 60,781 65,745
7 Massachusetts Institute of Technology 68,138 76,633 76,428 74,755 46,744 50,174 46,239 43,795
8 Pennsylvania State U., University Park and Hershey Medical Center 56,267 52,372 55,400 47,112 50,593 46,692 49,354 40,654
9 U. Maryland, College Park 38,053 36,838 40,010 44,663 28,354 23,655 25,529 32,058
10 U. Utah 28,992 31,500 30,756 28,660 19,934 22,882 21,908 21,105
11 U. Alabama, Huntsville 25,767 22,533 24,366 27,819 23,852 21,401 22,729 26,247
12 U. California, San Diego 37,929 34,501 39,791 27,630 17,755 14,187 25,139 13,227
13 Virginia Polytechnic Institute and State U. 19,897 21,151 24,646 27,386 10,588 10,766 13,496 12,523
14 U. Chicago 19,676 20,217 22,160 26,991 18,462 17,571 19,592 22,395
15 Stanford U. 24,841 24,788 20,349 25,258 19,292 19,677 17,134 18,126
16 U. Washington, Seattle 15,774 18,988 18,954 23,467 11,819 14,170 13,177 13,189
17 Indiana U., Bloomington 24,010 28,934 27,418 23,244 15,183 18,090 20,066 18,170
18 Ohio State U. 29,977 26,820 21,449 23,112 12,399 9,208 8,831 10,407
19 Cornell U. 23,138 19,179 19,462 21,673 18,168 13,506 13,530 13,971
20 U. Wisconsin-Madison 22,366 21,284 22,416 21,226 16,298 15,147 16,093 14,968
21 Texas A&M U., College Station and Health Science Center 9,368 8,686 11,444 20,849 5,484 5,053 7,151 6,876
22 U. Massachusetts, Amherst 18,661 18,447 19,313 20,596 12,797 13,028 13,371 12,423
23 Columbia U. in the City of New York 17,385 24,548 22,684 20,091 16,276 19,528 18,375 17,116
24 U. Central Florida 1,099 12,988 20,058 19,973 359 9,825 16,767 15,242
25 Purdue U., West Lafayette 22,175 21,108 19,824 18,896 16,677 15,028 13,718 13,304
26 U. Florida 5,921 4,426 8,648 18,436 4,014 3,632 5,015 5,875
27 U. Tennessee, Knoxville 31,816 27,808 22,210 17,675 19,920 21,888 17,162 13,740
28 U. Pennsylvania 18,373 15,453 13,751 17,589 16,089 13,804 12,081 11,169
29 New York U. 6,147 12,446 13,123 17,434 5,324 8,530 9,746 9,782
30 Arizona State U. 10,539 12,516 15,193 16,969 7,542 8,366 10,344 9,664
31 U. Minnesota, Twin Cities 15,943 15,447 15,498 16,151 10,573 10,674 10,871 11,083
32 U. North Carolina, Chapel Hill 22,587 23,145 17,225 15,988 13,557 14,062 14,324 14,117
33 U. Hawaii, Manoa 22,378 17,555 22,000 15,137 22,109 16,551 20,834 14,461
34 Michigan State U. 9,859 12,124 11,478 14,567 6,242 6,315 6,365 5,338
35 Florida International U. 8,111 10,975 12,227 14,431 4,414 6,645 5,342 9,414
36 Northeastern U. 8,380 8,708 10,062 14,358 7,096 7,792 8,628 11,735
37 U. California, Los Angeles 17,795 15,970 16,731 14,014 11,154 9,745 9,561 8,284
38 U. Alabama, Tuscaloosa 10,692 11,756 14,145 13,443 5,153 5,854 6,934 6,234
39 SUNY, U. Buffalo 14,032 13,402 13,215 13,314 8,255 6,804 6,135 7,200
40 Princeton U. 14,774 11,856 11,508 13,288 8,028 8,041 6,957 8,992
41 U. California, Irvine 14,687 13,891 13,204 12,722 8,980 7,064 7,310 5,846
42 U. Illinois, Chicago 12,027 10,533 10,225 12,101 7,721 6,281 5,985 7,129
43 North Carolina State U. 12,031 12,695 14,218 12,009 8,945 10,256 11,622 9,016
44 Brown U. 11,641 11,845 i 15,387 i 11,838 4,910 4,229 5,686 5,639
45 U. California, Santa Barbara 10,060 12,482 9,989 11,732 6,986 7,085 7,339 7,541
46 Rice U. 8,148 8,680 9,717 11,729 6,595 6,737 7,939 10,362
47 SUNY, Stony Brook U. 7,194 6,879 10,219 11,468 5,834 5,001 6,421 6,971
48 Harvard U. 1,224 1,787 5,603 11,229 936 1,305 4,854 8,090
49 Mississippi State U. 7,113 5,739 9,534 10,515 4,160 3,047 6,270 6,791
50 George Mason U. 11,361 11,988 12,781 9,916 10,604 11,153 11,667 8,984
51 U. California, Berkeley 1,322 5,567 7,014 9,899 0 50 55 194
52 Rutgers, State U. New Jersey, New Brunswick 10,487 17,097 8,820 9,803 6,602 9,560 5,937 7,092
53 U. Notre Dame 6,754 6,892 7,817 9,309 3,451 3,347 3,735 4,852
54 U. Pittsburgh, Pittsburgh 6,800 6,769 6,745 9,268 4,453 4,136 4,280 5,019
55 Yale U. 13,443 9,508 8,220 9,137 6,194 6,578 5,070 4,026
56 Rensselaer Polytechnic Institute 9,431 9,103 10,392 9,089 7,453 6,010 7,075 6,569
57 U. California, Davis 9,411 8,155 8,007 9,024 7,060 6,058 6,299 6,919
58 U. Louisiana, Lafayette 8,376 11,301 8,219 8,987 1,546 2,796 4,130 2,664
59 U. Colorado Boulder 11,391 8,191 7,865 8,701 11,022 8,004 7,140 7,273
60 U. Nebraska, Lincoln 5,264 10,559 7,265 8,679 3,107 5,165 3,988 4,188
61 U. Texas, Dallas 8,334 7,719 7,490 8,575 5,071 5,224 4,038 4,261
62 Florida State U. 6,548 5,727 6,293 8,521 3,497 3,796 2,920 3,243
63 U. Arizona 9,664 8,587 7,292 8,388 8,248 7,094 6,299 5,922
64 U. Michigan, Ann Arbor 6,755 9,123 7,631 8,162 5,103 6,281 4,354 3,169
65 U. Virginia, Charlottesville 6,872 6,461 6,623 7,886 5,723 5,150 5,163 6,227
66 Rockefeller U. 6,211 6,211 7,667 7,597 0 0 0 0
67 Iowa State U. 7,083 4,485 4,465 7,240 4,141 1,908 1,373 3,341
68 Oregon State U. 5,666 6,528 7,865 7,109 4,830 5,502 6,659 6,244
69 U. South Florida, Tampa 5,573 6,636 6,575 7,068 1,443 1,339 1,293 2,325
70 New Jersey Institute of Technology 5,100 5,132 5,641 7,004 727 727 1,144 2,781
71 George Washington U. 5,168 5,594 6,508 6,501 3,142 3,098 3,905 3,562
72 U. Texas, San Antonio 5,799 3,718 4,258 6,351 4,550 2,524 2,643 4,438
73 Naval Postgraduate School 13,262 11,634 4,918 6,264 12,777 11,360 4,540 5,093
74 U. California, Riverside 4,436 5,022 4,726 6,069 3,128 3,936 3,142 4,434
75 U. North Carolina, Charlotte 5,407 5,253 5,091 6,048 4,880 4,746 4,584 5,607
76 U. Houston 5,405 5,019 5,682 5,964 2,834 2,156 2,467 3,259
77 U. Massachusetts, Lowell 4,118 4,313 4,178 5,581 2,139 2,528 2,350 2,334
78 U. New Mexico 4,354 4,410 4,167 5,567 4,215 3,469 2,607 4,173
79 Dartmouth C. 5,696 4,658 4,444 5,543 5,151 3,738 3,927 3,235
80 Drexel U. 5,713 6,480 5,608 5,393 4,643 4,882 4,000 3,349
81 Duke U. 5,188 4,639 5,693 5,271 4,261 4,107 5,237 4,778
81 U. Texas, El Paso 7,436 6,616 6,097 5,271 5,542 4,723 4,622 4,561
83 Washington U., Saint Louis 4,659 5,060 4,111 5,242 4,039 4,431 3,706 4,543
84 U. Oregon 6,001 4,859 4,049 5,198 5,574 4,469 3,808 3,748
85 SUNY, Binghamton U. 4,833 5,199 4,998 5,197 1,652 1,562 1,300 1,422
86 Utah State U. 1,292 2,053 2,203 4,959 691 943 1,237 1,116
87 DePaul U. 1,479 2,078 4,995 4,879 1,289 1,783 1,703 1,888
88 U. Delaware 5,619 5,542 4,930 4,709 4,485 4,492 4,270 3,948
89 U.S. Air Force Academy 2,007 836 i 3,401 4,585 1,863 737 3,129 4,301
90 U. Texas, Arlington 3,919 4,241 4,310 4,471 1,921 1,462 1,576 2,063
91 Syracuse U. 5,736 4,857 3,939 4,441 1,953 2,482 2,471 2,239
92 Temple U. 3,422 4,355 3,778 4,357 2,411 3,311 2,905 3,274
93 Washington State U. 1,391 6,226 i 5,201 4,322 91 856 2,494 2,516
94 U. Connecticut 3,765 3,824 3,835 4,317 2,831 2,562 2,712 2,382
95 Clemson U. 8,288 8,879 5,608 4,277 5,134 5,466 2,818 1,584
96 Wright State U. 4,585 4,803 4,565 4,271 1,729 2,067 1,831 1,516
97 Colorado State U., Fort Collins 3,769 3,909 3,565 4,184 3,264 3,478 3,175 3,985
98 Worcester Polytechnic Institute 3,664 4,605 4,924 4,140 2,987 4,014 4,248 3,594
99 Louisiana State U., Baton Rouge 2,828 2,767 3,110 3,917 1,408 1,809 1,541 1,511
100 Boston U. 5,111 4,655 4,522 3,913 4,237 3,702 3,208 2,823
101 Tufts U. 2,216 2,281 3,141 3,801 1,887 2,036 3,022 3,518
102 Norfolk State U. 938 869 565 3,796 874 869 546 3,784
103 U. North Texas, Denton 3,210 5,002 4,856 3,682 1,855 2,816 2,445 2,153
104 Texas Tech U. 3,254 3,527 3,750 3,641 457 641 896 985
105 U. Kansas 862 1,093 1,710 3,608 661 940 1,574 2,068
106 U. Georgia 3,484 3,841 4,301 3,599 1,015 1,474 1,833 1,729
107 Illinois Institute of Technology 3,333 2,434 2,169 3,455 3,155 2,211 1,790 3,120
108 Rochester Institute of Technology 1,665 3,608 3,374 3,431 934 1,837 1,974 2,118
109 Kansas State U. 4,170 4,442 4,803 3,378 2,636 2,869 3,114 1,760
110 Georgia State U. 1,910 2,100 i 2,102 3,266 986 789 900 1,715
111 U. Tulsa 3,764 3,094 3,273 3,239 3,607 2,766 2,853 2,697
112 U. Rochester 3,342 2,719 2,934 3,209 2,916 2,344 2,409 2,582
113 U. California, Santa Cruz 6,086 3,527 3,424 3,155 3,064 2,314 1,796 1,457
114 Georgetown U. 2,021 1,680 2,246 3,063 1,911 1,473 1,116 1,696
115 Air Force Institute of Technology 1,872 2,111 3,182 2,971 960 1,460 1,553 1,637
116 U. Kentucky 3,264 3,085 2,149 2,890 1,260 1,275 1,234 1,211
117 North Dakota State U. 3,996 5,106 3,949 2,878 1,915 2,768 1,924 1,753
118 U. Nevada, Reno 1,060 1,072 1,322 2,859 878 858 924 2,185
119 U. Oklahoma, Norman and Health Science Center 2,734 3,648 1,547 2,838 2,201 1,521 1,447 1,859
120 Missouri U. of Science and Technology 1,039 1,390 1,872 2,836 882 1,136 1,658 1,791
121 Toyota Technological Institute, Chicago ne ne 2,543 2,710 ne ne 1,392 1,410
122 U. Idaho 2,452 2,451 2,415 2,646 1,893 1,856 1,739 1,919
123 Indiana U.-Purdue U., Indianapolis 3,858 2,933 2,395 2,591 1,883 1,130 1,121 1,151
124 Howard U. 703 629 391 2,549 693 622 363 1,996
125 U. Massachusetts, Boston 2,428 3,048 2,733 2,536 2,008 1,843 1,889 1,557
126 U. Iowa 1,408 2,142 1,661 2,496 1,161 1,646 1,121 1,637
127 C. of William and Mary and Virginia Institute of Marine Science 2,097 2,209 1,741 2,485 1,995 2,133 1,673 2,256
128 U. Alabama, Birmingham 1,269 1,010 940 2,466 1,064 828 622 982
129 Wayne State U. 3,406 3,822 3,244 2,388 2,260 2,687 1,952 1,511
130 Boise State U. 1,553 2,507 2,634 2,341 223 508 451 419
131 Louisiana Tech U. 2,751 2,902 2,770 2,329 851 1,571 1,383 647
132 Northwestern U. 0 0 40 2,197 0 0 0 1,841
133 U. Memphis 3,366 4,129 2,202 2,128 1,819 2,338 1,768 1,511
134 U. New Hampshire 375 348 1,476 2,124 353 307 1,295 1,000
135 U. South Alabama 140 479 1,157 2,070 73 378 975 1,874
136 Michigan Technological U. 1,545 1,701 1,492 2,065 383 567 524 844
137 U. New Orleans 926 736 1,415 2,055 614 505 851 1,299
138 Florida Institute of Technology 1,099 1,235 i 1,072 2,053 778 971 757 1,493
139 U. Missouri, Columbia 2,209 1,739 2,567 2,042 1,867 1,471 2,281 1,756
140 U. Dayton 2,124 2,423 2,523 2,036 1,482 1,883 1,591 761
141 Portland State U. 2,106 1,932 1,703 2,034 1,997 1,808 1,399 1,649
142 Desert Research Institute 0 116 892 1,998 0 0 0 0
143 Stevens Institute of Technology 1,399 1,866 2,119 1,945 1,302 1,831 2,098 1,926
144 San Diego State U. 1,583 1,854 2,836 1,940 796 914 1,840 860
145 U. Colorado Colorado Springs 536 821 1,361 1,904 500 779 1,196 1,719
146 New Mexico State U. 1,151 2,704 1,792 1,890 988 2,247 1,430 1,688
147 U. Nebraska, Omaha 2,529 2,537 2,389 1,877 2,156 2,157 2,110 1,379
148 Dakota State U. 1,418 1,273 890 1,871 807 869 615 1,406
149 U. Alaska, Fairbanks 2,703 2,456 1,876 1,850 2,693 1,414 632 800
150 SUNY, U. Albany 5,949 6,624 7,617 1,818 4,586 5,090 5,693 1,818
151 CUNY, City C. 1,049 1,213 1,391 1,792 822 981 1,184 1,240
152 North Carolina Agricultural and Technical State U. 919 2,065 2,416 1,757 871 1,994 2,206 1,652
153 Old Dominion U. 3,391 1,137 1,316 1,710 1,023 699 840 1,370
154 U. Nevada, Las Vegas 604 546 1,156 1,705 13 0 0 225
155 New Mexico Institute of Mining and Technology 298 i 2,127 186 1,637 298 802 147 1,637
156 U. Maryland, Baltimore County 6,483 6,328 7,620 1,607 5,354 5,593 6,586 665
157 U.S. Military Academy 623 5,312 1,206 1,600 623 5,312 1,206 1,600
158 Southern Methodist U. 1,244 959 1,100 1,578 1,029 740 415 804
159 Jackson State U. 1,297 1,458 1,723 1,553 1,137 1,212 1,361 1,184
160 Brigham Young U., Provo 944 866 1,022 1,495 713 666 850 1,211
161 U. California, Office of the President 1,327 1,485 1,485 1,485 0 0 0 0
161 U.S. Naval Academy 811 1,117 1,235 1,485 811 1,117 1,220 1,485
163 CUNY, Queens C. 995 1,167 1,017 1,406 952 1,144 906 778
164 Brandeis U. 1,764 2,464 i 2,382 i 1,347 1,755 2,037 1,967 1,333
165 Texas State U. 1,011 1,287 1,766 1,345 700 921 1,558 877
166 Auburn U., Auburn 240 0 0 1,331 0 0 0 93
167 U. Arkansas, Little Rock 4,703 1,002 1,470 1,301 332 241 426 494
168 Harvey Mudd C. 772 1,015 1,116 1,270 710 753 834 1,136
169 U. South Carolina, Columbia 890 898 1,227 1,227 759 763 1,090 1,092
170 California Institute of Technology 425 i 0 0 1,220 0 0 0 0
171 Lehigh U. 1,836 1,538 1,324 1,181 1,433 1,069 866 788
172 U. Puerto Rico, Rio Piedras 249 505 697 1,170 67 404 619 1,143
173 Bowie State U. 1,031 827 1,153 1,168 1,031 827 1,153 1,168
174 U. Southern Mississippi 688 397 417 1,154 406 288 246 811
175 U. Miami 1,244 1,807 1,507 1,140 1,171 1,485 1,183 702
176 Ball State U. 835 805 899 1,075 389 268 389 531
177 U. Massachusetts, Dartmouth 598 140 304 1,049 212 53 71 74
178 U. Wyoming 239 278 256 1,033 130 261 210 1,032
179 Alabama A&M U. 981 i 976 i 971 i 1,001 i 840 i 839 i 838 i 857 i
180 Oklahoma State U., Stillwater 1,830 1,710 1,519 948 353 271 254 125
181 Ohio U. 152 88 i 88 i 943 i 123 62 62 271
182 U. Maine 1,767 607 788 910 0 3 180 204
183 San Francisco State U. 881 1,126 951 893 303 484 371 193
184 Florida Atlantic U. 1,422 1,369 827 888 547 532 593 346
185 U. Tennessee, Chattanooga 977 1,024 994 882 246 153 252 314
186 U. Missouri, Saint Louis 338 0 0 881 0 0 0 117
187 U. Arkansas, Fayetteville 119 183 2 874 0 0 0 504
188 Bryn Mawr C. 413 500 641 851 228 322 437 465
189 U. Washington, Tacoma 0 0 173 830 0 0 173 830
190 Creighton U. 929 i 851 i 730 i 795 i 618 i 581 i 457 i 516 i
191 U. Southern Maine 413 1,740 i 1,259 i 776 0 33 i 27 i 20
192 Tennessee Technological U. 342 542 872 762 257 311 417 477
193 U. Missouri, Kansas City 1,194 1,250 1,533 760 315 180 358 129
194 Northern Illinois U. 485 699 i 411 748 458 513 411 571
195 CUNY, system office 0 338 821 739 0 338 821 734
196 Montana State U., Bozeman 642 805 521 724 322 594 459 573
197 U. North Dakota 56 74 228 722 22 42 125 318
198 Southern Illinois U., Carbondale 723 1,001 700 702 143 141 118 90
199 Villanova U. 569 i 1,304 1,138 659 483 1,219 1,017 474
200 U. Rhode Island 386 432 399 636 369 430 351 585
201 California State U., San Marcos 510 649 i 482 631 349 510 482 631
202 U. Vermont 621 708 537 628 514 441 271 334
203 California State U., San Bernardino 71 14 38 623 61 0 0 519
204 Columbia U., Teachers C. 265 355 459 613 107 157 242 245
204 Towson U. 766 531 489 613 635 460 400 530
206 U. Mississippi 415 530 248 604 367 311 96 88
207 Virginia Commonwealth U. 396 244 382 601 357 222 334 562
208 West Virginia U. 369 462 871 600 252 310 685 299
209 Baylor U. 919 574 814 575 278 191 128 211
210 Idaho State U. 537 1 380 571 537 1 380 425
211 U. North Carolina, general administration ne ne 1,607 567 ne ne 67 0
212 Wellesley C. 390 506 474 562 390 506 474 562
213 CUNY, Hunter C. 767 357 456 550 459 165 265 267
214 Oakland U. 737 686 497 542 277 281 305 343
215 Kent State U. 443 379 1,808 541 278 245 330 152
216 C. Charleston 294 283 334 525 225 126 301 461
217 Hampton U. 245 453 429 484 245 453 429 484
218 U. West Florida 42 57 65 478 15 2 0 0
219 U. Wisconsin-Milwaukee 1,078 562 559 462 579 92 3 0
220 SUNY, Polytechnic Institute na 645 992 457 na 645 992 457
221 U. Alaska, Anchorage 237 630 63 453 85 64 44 311
222 Northwestern State U. Louisiana 0 0 ne 445 0 0 ne 0
223 Claremont Graduate U. 0 1 i 0 i 418 i 0 0 i 0 i 371 i
224 Appalachian State U. 101 136 175 397 98 123 173 371
224 U. Denver 119 207 111 397 119 207 88 165
226 Miami U. 4 i 320 166 390 0 232 163 383
227 Tennessee State U. 277 302 255 389 266 288 244 337
228 Siena C. 26 18 89 385 0 0 88 385
229 U. North Florida 117 138 266 382 16 17 0 0
230 U. Central Arkansas 176 284 321 378 176 236 197 221
231 California State U., Monterey Bay 206 291 454 377 206 248 271 53
232 Claflin U. 63 18 12 375 63 18 12 375
232 Texas Woman's U. 0 0 3 375 0 0 0 375
234 Tulane U. 0 0 0 365 0 0 0 161
235 Texas Southern U. 1,165 1,253 746 361 1,140 1,253 707 334
236 Fordham U. 439 458 418 357 370 383 280 195
237 Fayetteville State U. 353 316 175 356 353 316 175 356
238 Rutgers, State U. New Jersey, Newark 632 420 516 353 566 352 429 282
239 Western Michigan U. and Homer Stryker M.D. School of Medicine 410 97 93 347 263 42 58 294
240 Xavier U. Louisiana 539 272 321 346 518 251 280 345
241 Boston C. 223 46 142 343 158 46 84 181
242 Rowan U. 123 194 101 339 57 72 30 4
243 Texas A&M U.-Corpus Christi 244 1,196 1,110 337 167 709 740 302
244 California Polytechnic State U., San Luis Obispo 76 19 111 314 64 19 37 217
244 Emory U. 578 354 i 156 314 0 24 141 156
246 Central State U. 21 15 9 308 21 15 9 308
247 Oregon Institute of Technology ne ne 0 307 ne ne 0 0
248 California State Polytechnic U., Pomona 0 i 0 7 294 0 0 7 294
248 U. Minnesota, Duluth 162 197 225 294 115 147 55 25
250 U. Louisville 537 520 405 280 382 437 342 233
251 Grinnell C. 125 121 34 278 0 0 0 42
252 Bowling Green State U. 0 0 2 276 0 0 2 95
253 Gallaudet U. 12 12 467 270 12 12 99 3
254 U. South Dakota 391 381 650 264 223 218 153 76
255 Carleton C. 65 20 110 261 13 0 17 151
256 Prairie View A&M U. 428 337 316 257 373 269 228 206
256 Trinity C., Hartford 101 300 363 257 98 292 339 254
258 Jacksonville State U. ne ne 13 248 ne ne 13 248
259 Smith C. 257 244 382 239 237 222 366 212
260 Kennesaw State U. 19 0 37 238 19 0 0 0
261 Mount Holyoke C. 16 99 162 236 0 21 97 153
261 U. Colorado Denver and Anschutz Medical Campus 0 67 112 236 0 31 108 217
263 CUNY, John Jay C. of Criminal Justice 405 310 386 228 367 259 377 217
264 Colgate U. 107 74 176 224 81 61 147 179
265 St. Cloud State U. 23 8 16 223 3 0 0 123
266 Salisbury U. 204 100 175 221 142 74 169 147
267 U. North Carolina, Greensboro 321 129 101 218 316 124 101 130
268 James Madison U. 143 97 85 217 124 68 76 192
269 Benedict C. 19 38 75 216 19 38 75 216
269 Lewis and Clark C. 73 72 56 216 72 49 38 1
271 Bowdoin C. 135 94 2 212 134 93 2 212
272 East Carolina U. 135 23 0 209 38 5 0 165
273 Vassar C. 266 304 333 i 208 266 304 306 208
274 U. Akron 79 117 240 207 28 81 154 69
275 California State U., Dominguez Hills 683 127 i 95 203 683 127 i 95 203
276 CUNY, Brooklyn C. 817 513 243 191 610 465 170 152
277 Rutgers, State U. New Jersey, Camden 132 222 230 189 132 221 230 180
278 Pomona C. 15 11 27 188 0 0 0 72
279 Arkansas State U., Jonesboro 164 171 234 186 95 95 143 153
279 Pennsylvania State U., Behrend 39 110 97 186 15 16 24 95
281 CUNY, C. Staten Island 4 i 35 82 184 0 30 55 36
282 Fisk U. 42 i 57 167 i 178 42 i 57 160 i 168
282 Williams C. 449 387 474 178 274 160 284 157
284 U. Detroit Mercy ne 85 135 175 ne 2 20 38
285 Clark Atlanta U. 403 431 222 162 385 431 189 120
285 Purdue U., Calumet 31 147 124 162 0 83 27 148
287 San Jose State U. 15 27 144 159 0 1 30 0
288 U. Texas Rio Grande Valley na na na 154 na na na 141
289 Northern Arizona U. 6 85 1,195 152 6 22 57 82
290 Montclair State U. 102 117 105 143 87 113 100 137
291 Lafayette C. 165 74 115 139 163 74 115 139
292 Southern U. and A&M C., Baton Rouge 338 262 230 135 338 261 216 117
293 California State U., Fullerton 22 0 10 133 0 0 0 0
293 Florida A&M U. 1,444 830 600 133 1,444 522 579 112
295 Kettering U. 0 10 76 128 0 0 56 113
296 Wake Forest U. 469 524 156 127 469 473 117 102
297 Pace U. 406 539 474 122 266 337 348 96
298 U. Cincinnati 0 0 0 121 0 0 0 32
298 U. Montana, Missoula 333 349 319 121 331 343 306 102
300 California State U., Sacramento 456 731 261 120 456 652 231 87
301 U. Central Oklahoma 153 116 0 119 103 85 0 91
302 Saint Louis U. 0 0 13 115 0 0 0 115
303 Western Washington U. 74 23 70 114 0 22 12 11
304 Georgia Southern U. 143 126 36 112 22 62 26 35
305 Spelman C. 79 161 147 111 79 161 147 111
306 Sam Houston State U. 93 94 111 110 73 50 56 70
306 Texas A&M U.-Commerce 168 174 168 110 92 23 21 31
308 California State U., Northridge 0 14 132 106 0 0 0 0
309 C. of Saint Benedict 85 99 85 105 22 24 19 35
310 Middle Tennessee State U. 260 0 64 103 252 0 64 95
311 Loyola U., Chicago 68 123 118 102 60 44 104 61
312 California State U., Long Beach 0 0 0 101 0 0 0 33
313 St. Edward's U. 0 278 0 100 0 250 0 100
314 Elon U. 52 i 54 56 96 0 6 4 43
315 Embry-Riddle Aeronautical U. 72 142 100 87 38 22 0 56
316 Central Michigan U. 36 116 94 86 22 0 0 0
317 Elizabeth City State U. 19 13 10 85 0 6 4 85
318 Bradley U. 233 100 108 82 1 5 0 0
319 Kean U. 33 ne 145 81 0 ne 76 8
319 Tuskegee U. 28 311 i 99 i 81 i 28 126 i 77 i 65
321 U. Hartford 91 46 3 78 54 13 3 78
322 U. Wisconsin-Stevens Point 0 107 i 91 i 75 i 0 64 i 49 i 35 i
323 Hope C. 203 56 0 74 202 56 0 74
323 Marquette U. 0 0 0 74 0 0 0 0
325 Trinity U. 10 10 22 72 0 0 0 31
326 Indiana U. Pennsylvania 24 64 ne 68 24 53 ne 67
326 Sonoma State U. 58 116 87 68 54 116 87 68
328 Eastern Michigan U. 5 0 64 64 5 0 57 50
328 Texas Christian U. 0 6 58 64 0 6 58 64
328 U. Houston-Clear Lake 64 138 156 64 35 96 113 33
331 Middlebury C. 98 49 78 62 98 49 78 62
331 Saint John's U., Collegeville 58 69 61 62 0 0 0 0
331 U. Wisconsin-La Crosse 51 32 25 62 0 7 13 60
334 Connecticut C. 22 0 0 60 11 0 0 30
334 U. San Francisco 133 144 27 60 133 144 27 57
336 U. Houston-Downtown 221 195 345 58 221 183 336 50
337 U. Baltimore 0 0 73 57 0 0 73 57
338 West Chester U. Pennsylvania 24 12 23 56 21 0 0 0
339 Marshall U. 74 1 19 55 54 0 5 27
340 Johnson C. Smith U. ne ne ne 53 ne ne ne 53
341 Macalester C. 0 0 0 52 0 0 0 0
341 St. Olaf C. 29 77 46 52 28 70 45 43
343 Franklin W. Olin C. of Engineering 0 0 0 51 0 0 0 51
344 California State U., Bakersfield 97 219 490 50 5 87 410 0
345 U. North Carolina, Asheville 0 18 3 49 0 18 1 49
346 Stephen F. Austin State U. 0 0 509 48 0 0 460 48
347 Clarkson U. 202 89 88 47 192 30 40 25
347 Earlham C. ne ne ne 47 ne ne ne 44
347 Southern Illinois U., Edwardsville 1,793 291 27 47 492 82 8 16
350 Amherst C. 48 8 19 46 2 0 0 0
351 Morehouse C. 77 0 0 45 77 0 0 45
352 U. Texas, Tyler 68 36 43 44 55 32 43 44
353 Willamette U. 7 132 387 43 7 124 77 42
354 Franklin and Marshall C. 0 2 0 42 0 0 0 17
354 U. Wisconsin-Green Bay 33 i 31 i 30 i 42 i 27 i 25 i 23 i 38 i
356 Kentucky State U. 27 48 36 41 12 0 0 39
356 West Virginia State U. 114 104 145 41 114 102 145 41
358 Suffolk U. 150 49 38 40 i 0 0 0 0 i
359 Florida Gulf Coast U. 39 64 34 39 39 63 34 39
359 New York Institute of Technology 0 0 162 39 0 0 162 39
361 Western New England U. ne ne ne 35 ne ne ne 35
362 Biola U. ne ne ne 31 i ne ne ne 23 i
362 Indiana U.-Purdue U., Fort Wayne 27 15 11 31 0 0 0 2
364 Oberlin C. 127 159 147 30 92 143 139 30
365 Colby C. 29 43 29 27 13 15 0 0
365 Saint Michael's C. 0 0 25 27 0 0 21 22
365 U. North Carolina, Wilmington 462 203 279 27 426 183 168 13
368 St. Bonaventure U. ne ne ne 26 ne ne ne 25
369 California State U., Channel Islands 0 260 49 25 0 0 0 0
370 Skidmore C. 35 12 32 24 17 0 20 14
370 U. Washington, Bothell 0 160 228 24 0 160 228 0
372 Central Connecticut State U. 18 13 18 23 0 0 0 0
373 Illinois State U. 31 36 25 22 0 0 0 0
374 Azusa Pacific U. ne ne 55 21 ne ne 0 0
375 Lamar U. 417 261 166 20 405 261 138 9
375 Western Kentucky U. 89 85 65 20 0 0 0 0
377 CUNY, Baruch C. 16 15 6 19 14 0 0 0
377 Haverford C. 80 i 89 i 55 i 19 i 63 6 36 4
379 California State U., Fresno 0 0 0 18 0 0 0 13
379 Rhode Island School of Design ne ne 16 18 i ne ne 0 0 i
381 Calvin C. 16 38 23 i 17 16 36 9 i 7
382 California State U., Chico 0 0 0 16 0 0 0 0
382 William Paterson U. ne ne ne 16 ne ne ne 0
384 Shaw U. ne 0 i 23 i 14 ne 0 23 i 14
385 Swarthmore C. 55 52 40 13 46 48 28 3
386 CUNY, Graduate Center 125 158 131 12 93 150 71 12
386 Norwich U. 40 155 30 12 0 59 0 0
386 SUNY, C. of Environmental Science and Forestry 0 i 0 i 0 12 0 i 0 i 0 5
389 Purdue U., North Central 0 3 2 11 0 0 0 0
389 Seattle U. ne 0 0 11 ne 0 0 0
389 Union C., Schenectady 114 0 0 11 96 0 0 1
392 Augusta U. 0 0 0 9 0 0 0 9
392 Hofstra U. 195 91 45 9 194 90 45 9
392 U. of the Pacific 23 99 53 9 23 99 53 9
395 Northern Kentucky U. 204 160 26 8 152 120 8 0
395 West Texas A&M U. 13 0 0 8 0 0 0 0
397 Indiana U., South Bend 14 70 21 7 0 0 0 7
397 Loyola Marymount U. 68 121 28 7 48 65 17 4
399 Furman U. 62 49 21 6 47 43 14 2
399 Pennsylvania State U., Harrisburg 3 2 2 6 0 0 0 0
401 Gonzaga U. 155 33 41 4 155 33 41 4
401 Grand Valley State U. 17 6 13 4 0 0 5 0
401 Saginaw Valley State U. 43 ne 7 4 43 ne 2 0
401 Wiley C. 0 0 5 4 i 0 0 0 0 i
405 Eastern Connecticut State U. ne 70 6 3 ne 0 0 2
405 Eastern New Mexico U., Portales ne ne ne 3 ne ne ne 0
405 New School 1,781 1,365 318 3 1,389 953 266 3
405 Seattle Pacific U. 0 0 0 3 0 0 0 0
405 U. Nebraska, Kearney 9 5 0 3 4 0 0 3
410 Hamilton C. 81 121 33 2 77 119 21 1
410 Southern Connecticut State U. 20 i 67 i 4 i 2 0 63 i 0 i 0
410 Youngstown State U. 6 0 2 2 0 0 0 0
413 Nova Southeastern U. 0 1 16 1 0 0 0 0
413 South Dakota State U. 0 0 494 1 0 0 494 1
413 U. Northern Iowa 0 4 15 1 0 0 0 0
All other surveyed institutions 11,886 3,425 1,973 0 8,064 2,126 1,288 0