Table 34. Total and federally financed higher education R&D expenditures in the computer sciences, ranked by FY 2015 total: FYs 2012–15

(Dollars in thousands)

Rank Institution Total Federally financed
2012 2013 2014 2015 2012 2013 2014 2015
All institutions 1,822,318 2,068,518 1,927,125 1,963,572 1,360,430 1,552,301 1,389,883 1,420,628
1 Johns Hopkins U.a 96,331 i 107,516 i 117,178 i 123,653 i 90,806 102,719 112,544 117,126
2 U. Illinois, Urbana-Champaign 93,722 224,941 99,611 109,661 72,010 188,085 75,491 78,506
3 Georgia Institute of Technology 86,061 100,747 98,562 106,675 66,408 78,398 73,372 80,409
4 Carnegie Mellon U. 109,069 124,962 110,795 103,328 95,071 101,598 90,710 82,868
5 U. Southern California 99,828 102,538 98,832 92,058 95,438 97,694 90,985 84,298
6 Massachusetts Institute of Technology 58,932 68,138 76,633 76,428 37,146 46,744 50,174 46,239
7 U. Texas, Austin 64,639 90,972 59,311 68,999 51,173 79,773 50,981 60,781
8 Pennsylvania State U., University Park and Hershey Medical Center 39,534 56,267 52,372 55,400 34,877 50,593 46,692 49,354
9 U. Maryland, College Park 45,399 38,053 36,838 40,010 31,209 28,354 23,655 25,529
10 U. California, San Diego 48,703 37,929 34,501 39,791 25,486 17,755 14,187 25,139
11 U. Utah 23,463 28,992 31,500 30,756 15,420 19,934 22,882 21,908
12 Indiana U., Bloomington 17,055 24,010 28,934 27,418 9,879 15,183 18,090 20,066
13 Virginia Polytechnic Institute and State U. 12,914 19,897 21,151 24,646 5,356 10,588 10,766 13,496
14 U. Alabama, Huntsville 21,689 25,767 22,533 24,366 21,105 23,852 21,401 22,729
15 Columbia U. in the City of New York 21,261 17,385 24,548 22,684 16,822 16,276 19,528 18,375
16 U. Wisconsin-Madison 22,368 22,366 21,284 22,416 16,899 16,298 15,147 16,093
17 U. Tennessee, Knoxville 25,476 31,816 27,808 22,210 21,538 19,920 21,888 17,162
18 U. Chicago 31,354 19,676 20,217 22,185 30,256 18,462 17,571 19,608
19 U. Hawaii, Manoa 20,456 22,378 17,555 22,000 19,070 22,109 16,551 20,834
20 Ohio State U. 33,704 29,977 26,820 21,449 9,478 12,399 9,208 8,831
21 Stanford U. 21,031 24,841 24,788 20,349 16,957 19,292 19,677 17,134
22 U. Central Florida 409 1,099 12,988 20,058 281 359 9,825 16,767
23 Purdue U., West Lafayette 21,381 22,175 21,108 19,824 15,067 16,677 15,028 13,718
24 Cornell U. 19,222 23,138 19,179 19,462 16,222 18,168 13,506 13,530
25 U. Massachusetts, Amherst 18,798 18,661 18,447 19,313 12,617 12,797 13,028 13,371
26 U. Washington, Seattle 9,830 15,774 18,988 18,954 4,525 11,819 14,170 13,177
27 U. North Carolina, Chapel Hill 14,607 22,587 23,145 17,225 12,191 13,557 14,062 14,324
28 U. California, Los Angeles 16,333 17,795 15,970 16,731 10,572 11,154 9,745 9,561
29 U. Minnesota, Twin Cities 15,120 15,943 15,447 15,498 9,882 10,573 10,674 10,871
30 Brown U. 11,327 11,641 11,845 i 15,387 i 5,316 4,910 4,229 5,686
31 Arizona State U. 10,269 10,539 12,516 15,193 6,880 7,542 8,366 10,344
32 North Carolina State U. 11,073 12,031 12,695 14,218 8,568 8,945 10,256 11,622
33 U. Alabama, Tuscaloosa 8,889 10,692 11,756 14,145 3,655 5,153 5,854 6,934
34 U. Pennsylvania 16,562 18,373 15,453 13,751 14,660 16,089 13,804 12,081
35 SUNY, U. Buffalo 15,975 14,032 13,402 13,215 9,894 8,255 6,804 6,135
36 U. California, Irvine 14,278 14,687 13,891 13,204 9,052 8,980 7,064 7,310
37 New York U. 7,436 6,147 12,446 13,123 6,371 5,324 8,530 9,746
38 George Mason U. 10,646 11,361 11,988 12,781 9,953 10,604 11,153 11,667
39 Florida International U. 7,240 8,111 10,975 12,227 4,218 4,414 6,645 5,342
40 Princeton U. 12,263 14,774 11,856 11,508 9,320 8,028 8,041 6,957
41 Michigan State U. 10,721 9,859 12,124 11,478 6,566 6,242 6,315 6,365
42 Texas A&M U., College Station and Health Science Center 8,224 9,368 8,686 11,444 4,573 5,484 5,053 7,151
43 Rensselaer Polytechnic Institute 7,795 9,431 9,103 10,392 5,885 7,453 6,010 7,075
44 U. Illinois, Chicago 10,953 12,027 10,533 10,225 7,198 7,721 6,281 5,985
45 SUNY, Stony Brook U. 7,366 7,194 6,879 10,219 6,398 5,834 5,001 6,421
46 Northeastern U. 7,394 8,380 8,708 10,062 6,248 7,096 7,792 8,628
47 U. California, Santa Barbara 13,479 10,060 12,482 9,989 5,680 6,986 7,085 7,339
48 Rice U. 9,098 8,148 8,680 9,717 7,373 6,595 6,737 7,939
49 Mississippi State U. 10,003 7,113 5,739 9,534 6,089 4,160 3,047 6,270
50 Rutgers, State U. New Jersey, New Brunswick 6,979 10,487 17,097 8,820 4,883 6,602 9,560 5,937
51 U. Florida 6,442 5,921 4,426 8,648 4,858 4,014 3,632 5,015
52 Yale U. 6,432 13,443 9,508 8,220 5,414 6,194 6,578 5,070
53 U. Louisiana, Lafayette 9,377 8,376 11,301 8,219 1,409 1,546 2,796 4,130
54 U. California, Davis 9,158 9,411 8,155 8,007 6,522 7,060 6,058 6,299
55 Oregon State U. 3,608 5,666 6,528 7,865 3,325 4,830 5,502 6,659
55 U. Colorado Boulder 13,339 11,391 8,191 7,865 12,866 11,022 8,004 7,140
57 U. Notre Dame 6,026 6,754 6,892 7,817 4,186 3,451 3,347 3,735
58 Rockefeller U. 6,361 6,211 6,211 7,667 0 0 0 0
59 U. Michigan, Ann Arbor 5,674 6,755 9,123 7,631 4,182 5,103 6,281 4,354
60 U. Maryland, Baltimore County 6,728 6,483 6,328 7,620 5,738 5,354 5,593 6,586
61 SUNY, U. Albany 5,182 5,949 6,624 7,617 3,948 4,586 5,090 5,693
62 U. Texas, Dallas 6,681 8,334 7,719 7,490 4,444 5,071 5,224 4,038
63 U. Arizona 9,227 9,664 8,587 7,292 8,439 8,248 7,094 6,299
64 U. Nebraska, Lincoln 8,145 5,264 10,559 7,266 4,141 3,107 5,165 3,988
65 U. California, Berkeley 0 1,322 5,567 7,014 0 0 50 55
66 U. Pittsburgh, Pittsburgh 6,951 6,800 6,769 6,745 4,632 4,453 4,136 4,280
67 U. Virginia, Charlottesville 7,815 6,872 6,461 6,623 6,475 5,723 5,150 5,163
68 U. South Florida, Tampa 2,359 5,573 6,636 6,575 1,387 1,443 1,339 1,293
69 George Washington U. 3,061 5,168 5,594 6,508 2,277 3,142 3,098 3,905
70 Florida State U. 5,670 6,548 5,727 6,293 3,773 3,497 3,796 2,920
71 U. Texas, El Paso 8,119 7,436 6,616 6,097 6,879 5,542 4,723 4,622
72 Duke U. 5,214 5,188 4,639 5,693 4,365 4,261 4,107 5,237
73 U. Houston 7,273 5,405 5,019 5,682 3,978 2,834 2,156 2,467
74 New Jersey Institute of Technology 3,923 5,100 5,132 5,641 794 727 727 1,144
75 Clemson U. 5,098 8,288 8,879 5,608 2,599 5,134 5,466 2,818
75 Drexel U. 3,275 5,713 6,480 5,608 2,406 4,643 4,882 4,000
77 Harvard U. 895 1,224 1,787 5,603 768 936 1,305 4,854
78 Washington State U. 412 1,391 6,226 i 5,201 104 91 856 2,494
79 U. North Carolina, Charlotte 6,053 5,407 5,253 5,091 5,315 4,880 4,746 4,584
80 SUNY, Binghamton U. 5,185 4,833 5,199 4,998 1,647 1,652 1,562 1,300
81 DePaul U. 1,596 1,479 2,078 4,995 1,411 1,289 1,783 1,703
82 U. Delaware 5,991 5,619 5,542 4,930 4,845 4,485 4,492 4,270
83 Worcester Polytechnic Institute 3,231 3,664 4,605 4,924 2,377 2,987 4,014 4,248
84 Naval Postgraduate School 16,202 13,262 11,634 4,918 15,925 12,777 11,360 4,540
85 U. North Texas, Denton 3,101 3,210 5,002 4,856 1,341 1,855 2,816 2,445
86 Kansas State U. 3,796 4,170 4,442 4,803 2,983 2,636 2,869 3,114
87 U. California, Riverside 3,719 4,436 5,022 4,726 3,045 3,128 3,936 3,142
88 Wright State U. 4,336 4,585 4,803 4,565 1,483 1,729 2,067 1,831
89 Boston U. 3,884 5,111 4,655 4,522 3,361 4,237 3,702 3,208
90 Iowa State U. 6,717 7,083 4,485 4,465 3,475 4,141 1,908 1,373
91 Dartmouth C. 5,416 5,696 4,658 4,444 4,530 5,151 3,738 3,927
92 U. Texas, Arlington 3,968 3,919 4,241 4,310 2,315 1,921 1,462 1,576
93 U. Georgia 3,364 3,484 3,841 4,301 878 1,015 1,474 1,833
94 U. Texas, San Antonio 6,863 5,799 3,718 4,258 5,568 4,550 2,524 2,643
95 U. Massachusetts, Lowell 3,327 4,118 4,313 4,178 1,890 2,139 2,528 2,350
96 U. New Mexico 3,810 4,354 4,410 4,167 3,528 4,215 3,469 2,607
97 Washington U., Saint Louis 4,980 4,659 5,060 4,111 4,362 4,039 4,431 3,706
98 U. Oregon 7,850 6,001 4,859 4,049 7,389 5,574 4,469 3,808
99 North Dakota State U. 2,620 3,996 5,106 3,949 2,043 1,915 2,768 1,924
100 Syracuse U. 10,009 5,736 4,857 3,939 2,612 1,953 2,482 2,471
101 U. Connecticut 3,317 3,765 3,824 3,835 2,606 2,831 2,562 2,712
102 Temple U. 3,443 3,422 4,355 3,778 2,363 2,411 3,311 2,905
103 Texas Tech U. 2,737 3,254 3,527 3,750 262 457 641 896
104 Colorado State U., Fort Collins 3,736 3,769 3,909 3,565 3,338 3,264 3,478 3,175
105 U. California, Santa Cruz 6,444 6,086 3,527 3,424 3,491 3,064 2,314 1,796
106 U.S. Air Force Academy 5,756 2,007 836 i 3,401 5,629 1,863 737 3,129
107 Rochester Institute of Technology 2,127 1,665 3,608 3,374 1,197 934 1,837 1,974
108 U. Tulsa 4,219 3,764 3,094 3,273 3,804 3,607 2,766 2,853
109 Wayne State U. 3,327 3,406 3,822 3,244 1,993 2,260 2,687 1,952
110 Air Force Institute of Technology 2,253 1,872 2,111 3,182 1,448 960 1,460 1,553
111 Tufts U. 2,442 2,216 2,281 3,141 2,208 1,887 2,036 3,022
112 Louisiana State U., Baton Rouge 2,827 2,828 2,767 3,110 1,318 1,408 1,809 1,541
113 U. Rochester 3,258 3,342 2,719 2,934 2,817 2,916 2,344 2,409
114 San Diego State U. 1,573 1,583 1,854 2,836 1,073 796 914 1,840
115 Louisiana Tech U. 3,342 2,751 2,902 2,770 1,178 851 1,571 1,383
116 U. Massachusetts, Boston 2,569 2,428 3,048 2,733 1,923 2,008 1,843 1,889
117 Boise State U. 292 1,553 2,507 2,634 147 223 508 451
118 U. Missouri, Columbia 1,949 2,209 1,739 2,567 1,350 1,867 1,471 2,281
119 Toyota Technological Institute, Chicago ne ne ne 2,543 ne ne ne 1,392
120 U. Dayton 370 2,124 2,423 2,523 55 1,482 1,883 1,591
121 North Carolina Agricultural and Technical State U. 880 919 2,065 2,416 732 871 1,994 2,206
122 U. Idaho 2,541 2,452 2,451 2,415 1,797 1,893 1,856 1,739
123 Indiana U.-Purdue U., Indianapolis 1,219 3,858 2,933 2,395 757 1,883 1,130 1,121
124 U. Nebraska, Omaha 2,514 2,529 2,537 2,389 2,307 2,156 2,157 2,110
125 Brandeis U. 1,154 1,764 2,464 i 2,382 i 1,127 1,755 2,037 1,967
126 Georgetown U. 937 2,021 1,680 2,246 914 1,911 1,473 1,116
127 Utah State U. 1,359 1,292 2,053 2,203 1,037 691 943 1,237
128 U. Memphis 3,899 3,366 4,129 2,202 2,296 1,819 2,338 1,768
129 Illinois Institute of Technology 1,843 3,333 2,434 2,169 1,667 3,155 2,211 1,790
130 U. Kentucky 3,269 3,264 3,085 2,149 1,432 1,260 1,275 1,234
131 Stevens Institute of Technology 954 1,399 1,866 2,119 904 1,302 1,831 2,098
132 Georgia State U. 1,423 1,910 2,100 i 2,102 1,091 986 789 900
133 U. Alaska, Fairbanks 4,488 2,703 2,456 1,876 4,423 2,693 1,414 632
134 Missouri U. of Science and Technology 738 1,039 1,390 1,872 631 882 1,136 1,658
135 Kent State U. 611 443 379 1,808 516 278 245 330
136 New Mexico State U. 1,786 1,151 2,704 1,792 1,236 988 2,247 1,430
137 Texas State U. 594 1,011 1,287 1,766 329 700 921 1,558
138 C. of William and Mary and Virginia Institute of Marine Science 1,355 2,097 2,209 1,741 1,350 1,995 2,133 1,673
139 Jackson State U. 1,480 1,297 1,458 1,723 1,411 1,137 1,212 1,361
140 U. Kansas 1,352 862 1,093 1,710 1,080 661 940 1,574
141 Portland State U. 2,237 2,106 1,932 1,703 2,064 1,997 1,808 1,399
142 U. Iowa 1,442 1,408 2,142 1,661 1,272 1,161 1,646 1,121
143 U. North Carolina, general administration ne ne ne 1,607 ne ne ne 67
144 U. Miami 832 1,244 1,807 1,574 752 1,171 1,485 1,269
145 U. Oklahoma, Norman and Health Science Center 3,306 2,734 3,648 1,547 2,483 2,201 1,521 1,447
146 U. Missouri, Kansas City 994 1,194 1,250 1,533 705 315 180 358
147 Oklahoma State U., Stillwater 2,496 1,830 1,710 1,519 1,315 353 271 254
148 Michigan Technological U. 1,597 1,545 1,701 1,492 276 383 567 524
149 U. California, Office of the President 1,606 1,327 1,485 1,485 0 0 0 0
150 U. New Hampshire 314 375 348 1,476 282 353 307 1,295
151 U. Arkansas, Little Rock 852 4,703 1,002 1,470 571 332 241 426
152 U. New Orleans 825 926 736 1,415 504 614 505 851
153 CUNY, City C. 779 1,049 1,213 1,391 441 822 981 1,184
154 U. Colorado Colorado Springs 685 536 821 1,361 637 500 779 1,196
155 Lehigh U. 1,484 1,836 1,538 1,324 1,322 1,433 1,069 866
156 U. Nevada, Reno 567 1,060 1,072 1,322 483 878 858 924
157 Old Dominion U. 4,181 3,391 1,137 1,316 1,348 1,023 699 840
158 U.S. Naval Academy 620 811 1,117 1,235 608 811 1,117 1,220
159 U. South Carolina, Columbia 2,944 890 898 1,227 2,433 759 763 1,090
160 U.S. Military Academy 2,422 623 5,312 1,206 2,422 623 5,312 1,206
161 Northern Arizona U. 8 6 85 1,195 8 6 22 57
162 Gallaudet U. 8 12 12 1,157 8 12 12 789
162 U. South Alabama 199 140 479 1,157 0 73 378 975
164 U. Nevada, Las Vegas 1,520 604 546 1,156 975 13 0 0
165 Bowie State U. 443 1,031 827 1,153 443 1,031 827 1,153
166 Villanova U. 1,373 i 569 i 1,304 1,138 1,343 i 483 1,219 1,017
167 Harvey Mudd C. 757 772 1,015 1,116 743 710 753 834
168 Texas A&M U.-Corpus Christi 238 244 1,196 1,110 196 167 709 740
169 Southern Methodist U. 1,396 1,244 959 1,100 875 1,029 740 415
170 Florida Institute of Technology 643 1,099 1,235 i 1,072 511 778 971 757
171 Brigham Young U., Provo 1,244 944 866 1,022 876 713 666 850
172 CUNY, Queens C. 476 995 1,167 1,017 457 952 1,144 906
173 U. Tennessee, Chattanooga 1,083 977 1,024 994 236 246 153 252
174 SUNY, Polytechnic Institute na na 645 992 na na 645 992
175 Alabama A&M U. 987 i 981 i 976 i 971 i 842 i 840 i 839 i 838 i
176 Desert Research Institute 0 0 116 970 0 0 0 78
177 San Francisco State U. 644 881 1,126 951 166 303 484 371
178 U. Alabama, Birmingham 1,057 1,269 1,010 940 908 1,064 828 622
179 Ball State U. 701 835 805 899 208 389 268 389
180 Dakota State U. 5,671 1,418 1,273 890 3,555 807 869 615
181 Tennessee Technological U. 204 342 542 872 169 257 311 417
182 West Virginia U. 409 369 462 871 266 252 310 685
183 Florida Atlantic U. 1,621 1,422 1,369 827 318 547 532 593
184 CUNY, system office 0 0 338 821 0 0 338 821
185 Baylor U. 471 919 574 814 122 278 191 128
186 U. Maine 1,453 1,767 607 788 0 0 3 180
187 Texas Southern U. 11 1,165 1,253 746 6 1,140 1,253 707
188 Tuskegee U. 0 28 311 i 744 i 0 28 126 i 554 i
189 Creighton U. 0 i 929 i 851 i 730 i 0 i 618 i 581 i 457 i
190 Southern Illinois U., Carbondale 959 723 1,001 700 220 143 141 118
191 U. Puerto Rico, Rio Piedras 328 249 505 697 321 67 404 619
192 U. South Dakota 347 391 381 650 184 223 218 153
193 Bryn Mawr C. 807 413 500 641 487 228 322 437
194 Florida A&M U. 932 1,444 830 600 904 1,444 522 579
195 Norfolk State U. 1,174 938 869 565 1,109 874 869 546
196 U. Wisconsin-Milwaukee 1,061 1,078 562 559 534 579 92 3
197 U. Vermont 649 621 708 537 479 514 441 271
198 Montana State U., Bozeman 616 642 805 521 404 322 594 459
199 Rutgers, State U. New Jersey, Newark 515 632 420 516 477 566 352 429
200 Stephen F. Austin State U. 0 0 0 509 0 0 0 460
201 Oakland U. 844 737 686 497 213 277 281 305
202 South Dakota State U. 817 0 0 494 817 0 0 494
203 California State U., Bakersfield 4 97 219 490 0 5 87 410
204 Towson U. 767 766 531 489 619 635 460 400
205 California State U., San Marcos 511 i 510 649 i 482 349 i 349 510 482
206 Pace U. 381 406 539 474 355 266 337 348
206 Wellesley C. 306 390 506 474 306 390 506 474
206 Williams C. 429 449 387 474 198 274 160 284
209 Columbia U., Teachers C. 219 265 355 459 152 107 157 242
210 CUNY, Hunter C. 643 767 357 456 371 459 165 265
211 California State U., Monterey Bay 327 206 291 454 264 206 248 271
212 Hampton U. 438 245 453 429 438 245 453 429
213 Fordham U. 213 439 458 418 146 370 383 280
214 U. Southern Mississippi 1,163 688 397 417 707 406 288 246
215 Northern Illinois U. 425 485 699 i 411 400 458 513 411
216 U. Louisville 658 537 520 405 578 382 437 342
217 U. Rhode Island 645 386 432 399 596 369 430 351
218 Howard U. 883 703 629 391 860 693 622 363
219 Willamette U. 23 7 132 387 12 7 124 77
220 CUNY, John Jay C. of Criminal Justice 327 405 310 386 225 367 259 377
221 Smith C. 433 257 244 382 413 237 222 366
221 U. Texas, Brownsville 646 350 418 382 640 349 370 345
221 Virginia Commonwealth U. 446 396 244 382 354 357 222 334
224 Idaho State U. 803 537 1 380 364 537 1 380
225 Trinity C., Hartford 84 101 300 363 74 98 292 339
226 U. Houston-Downtown 369 221 195 345 317 221 183 336
227 C. Charleston 292 294 283 334 243 225 126 301
228 Vassar C. 332 266 304 333 i 332 266 304 306
229 U. Texas Pan American 557 334 653 326 491 315 353 195
230 U. Central Arkansas 194 176 284 321 166 176 236 197
230 Xavier U. Louisiana 316 539 272 321 296 518 251 280
232 U. Montana, Missoula 172 333 349 319 169 331 343 306
233 New School 1,048 1,781 1,365 318 981 1,389 953 266
234 Prairie View A&M U. 491 428 337 316 402 373 269 228
235 Marist C. ne ne ne 310 ne ne ne 89
236 U. Massachusetts, Dartmouth 503 598 140 304 357 212 53 71
236 U. Southern Maine 489 413 424 i 304 i 28 0 0 i 166 i
238 U. North Carolina, Wilmington 520 462 203 279 508 426 183 168
239 U. North Florida 80 117 138 266 2 16 17 0
240 California State U., Sacramento 375 456 731 261 358 456 652 231
241 U. Wyoming 240 239 278 256 240 130 261 210
242 Tennessee State U. 178 277 302 255 177 266 288 244
243 U. Mississippi 416 415 530 248 372 367 311 96
244 CUNY, Brooklyn C. 504 817 513 243 446 610 465 170
245 U. Akron 168 79 117 240 12 28 81 154
246 Arkansas State U., Jonesboro 276 164 171 234 133 95 95 143
247 Rutgers, State U. New Jersey, Camden 205 132 222 230 150 132 221 230
247 Southern U. and A&M C., Baton Rouge 400 338 262 230 400 338 261 216
249 U. North Dakota 21 56 74 228 9 22 42 125
249 U. Washington, Bothell 23 0 160 228 13 0 160 228
251 U. Minnesota, Duluth 195 162 197 225 139 115 147 55
252 Clark Atlanta U. 293 403 431 222 293 385 431 189
253 New Mexico Institute of Mining and Technology 903 298 i 2,127 186 882 298 802 147
254 Colgate U. 217 107 74 176 188 81 61 147
255 Appalachian State U. 141 101 136 175 126 98 123 173
255 Fayetteville State U. 0 353 316 175 0 353 316 175
255 Salisbury U. 327 204 100 175 35 142 74 169
258 U. Washington, Tacoma 245 0 0 173 130 0 0 173
259 Texas A&M U.-Commerce 192 168 174 168 192 92 23 21
260 Lamar U. 305 417 261 166 305 405 261 138
260 Miami U. 0 4 i 320 166 0 0 232 163
262 Mount Holyoke C. 40 16 99 162 0 0 21 97
262 New York Institute of Technology 45 0 0 162 0 0 0 162
264 Southern Connecticut State U. 0 i 20 i 151 i 159 i 0 i 0 63 i 74 i
265 Case Western Reserve U. 98 456 343 156 84 413 343 156
265 Emory U. 2,762 578 354 i 156 2,608 0 24 141
265 U. Houston-Clear Lake 0 64 138 156 0 35 96 113
265 Wake Forest U. 617 469 524 156 617 469 473 117
269 Oberlin C. 206 127 159 147 198 92 143 139
269 Spelman C. 139 79 161 147 139 79 161 147
271 Kean U. 0 33 ne 145 0 0 ne 76
271 West Virginia State U. 94 114 104 145 94 114 102 145
273 San Jose State U. 6 15 27 144 0 0 1 30
274 Boston C. 243 223 46 142 174 158 46 84
275 U. Detroit Mercy 1 ne 85 135 1 ne 2 20
276 California State U., Northridge 0 0 14 132 0 0 0 0
277 CUNY, Graduate Center 77 125 158 131 77 93 150 71
278 Purdue U., Calumet 125 31 147 124 74 0 83 27
278 U. Wisconsin-Stevens Point 0 0 0 i 124 i 0 0 0 i 78 i
280 Loyola U., Chicago 28 68 123 118 25 60 44 104
281 Lafayette C. 5 165 74 115 0 163 74 115
282 Wichita State U. 363 410 0 113 0 45 0 0
283 U. Colorado Denver and Anschutz Medical Campus 111 0 67 112 111 0 31 108
284 California Polytechnic State U., San Luis Obispo 112 76 19 111 33 64 19 37
284 Sam Houston State U. 202 93 94 111 178 73 50 56
284 U. Denver 50 119 207 111 50 119 207 88
287 Carleton C. 3 65 20 110 0 13 0 17
288 Bradley U. 160 233 100 108 0 1 5 0
289 Montclair State U. 141 102 117 105 108 87 113 100
290 Rowan U. 176 123 194 101 1 57 72 30
290 U. North Carolina, Greensboro 146 321 129 101 146 316 124 101
292 Embry-Riddle Aeronautical U. 85 72 142 100 47 38 22 0
293 Pennsylvania State U., Behrend 28 39 110 97 0 15 16 24
294 California State U., Dominguez Hills 444 683 127 i 95 444 683 127 i 95
295 Central Michigan U. 125 36 116 94 61 22 0 0
296 Western Michigan U. and Homer Stryker M.D. School of Medicine 120 410 97 93 34 263 42 58
297 Siena C. 0 26 18 89 0 0 0 88
298 Clarkson U. 233 202 89 88 122 192 30 40
298 Ohio U. 64 152 88 i 88 i 55 123 62 62
300 Sonoma State U. ne 58 116 87 ne 54 116 87
301 C. of Saint Benedict ne 85 99 85 ne 22 24 19
301 James Madison U. 229 143 97 85 160 124 68 76
303 CUNY, C. Staten Island 28 4 i 35 82 5 0 30 55
304 C. Wooster 39 ne 82 78 i 26 ne 55 51 i
304 Middlebury C. 151 98 49 78 151 98 49 78
304 U. South Carolina, Beaufort ne ne ne 78 ne ne ne 68
307 East Tennessee State U. 0 0 129 77 0 0 129 76
308 Kettering U. 0 0 10 76 0 0 0 56
309 Benedict C. 28 19 38 75 28 19 38 75
310 Minnesota State U., Mankato 0 0 44 74 0 0 44 74
311 Ithaca C. 1 62 94 73 0 54 94 69
311 U. Baltimore 0 0 0 73 0 0 0 73
313 Western Washington U. 1 74 23 70 0 0 22 12
314 U. West Florida 16 42 57 65 10 15 2 0
314 Western Kentucky U. 70 89 85 65 0 0 0 0
316 Eastern Michigan U. 70 5 0 64 70 5 0 57
316 Middle Tennessee State U. 97 260 0 64 89 252 0 64
318 U. Alaska, Anchorage 92 237 630 63 92 85 64 44
319 Saint John's U., Collegeville ne 58 69 61 ne 0 0 0
319 U. Wisconsin-Oshkosh 1 1 i 43 i 61 i 1 1 i 39 i 37 i
321 Texas Christian U. 0 0 6 58 0 0 6 58
322 Elon U. 42 i 52 i 54 56 0 0 6 4
322 Lewis and Clark C. 67 73 72 56 17 72 49 38
324 Azusa Pacific U. 199 i ne ne 55 199 i ne ne 0
324 Haverford C. 28 i 80 i 89 i 55 i 27 63 6 36
326 Fisk U. 0 42 i 57 53 i 0 42 i 57 53 i
326 U. of the Pacific 19 23 99 53 19 23 99 53
328 U. South Carolina, Aiken ne 0 41 i 51 ne 0 0 i 0
329 California State U., Channel Islands ne 0 260 49 ne 0 0 0
330 St. Olaf C. 74 29 77 46 57 28 70 45
331 Hofstra U. 156 195 91 45 153 194 90 45
332 Shaw U. 0 i ne 0 i 43 i 0 i ne 0 38 i
332 U. Texas, Tyler 313 68 36 43 306 55 32 43
334 Gonzaga U. 160 155 33 41 143 155 33 41
335 Northwestern U. 0 0 0 40 0 0 0 0
335 Swarthmore C. 87 55 52 40 82 46 48 28
337 California State U., San Bernardino 297 71 14 38 297 61 0 0
337 Suffolk U. 147 150 49 38 0 0 0 0
339 CUNY, Lehman C. 371 214 195 37 251 200 188 37
339 Kennesaw State U. 17 i 19 0 37 17 i 19 0 0
339 Morgan State U. 663 9 86 37 663 9 86 37
342 Georgia Southern U. 122 143 126 36 0 22 62 26
342 Kentucky State U. 5 27 48 36 0 12 0 0
344 Calvin C. 77 16 38 35 i 0 16 36 33 i
344 CUNY, York C. 0 0 ne 35 0 0 ne 25
346 Florida Gulf Coast U. 3 39 64 34 3 39 63 34
346 Grinnell C. 204 125 121 34 36 0 0 0
348 Hamilton C. 147 81 121 33 147 77 119 21
349 Skidmore C. 9 35 12 32 0 17 0 20
350 Norwich U. 27 40 155 30 0 0 59 0
350 U. Wisconsin-Green Bay 34 i 33 i 31 i 30 i 29 i 27 i 25 i 23 i
352 Colby C. 87 29 43 29 49 13 15 0
353 Loyola Marymount U. 87 68 121 28 58 48 65 17
354 Pomona C. 23 15 11 27 0 0 0 0
354 Southern Illinois U., Edwardsville 902 1,793 291 27 300 492 82 8
354 U. San Francisco 96 133 144 27 92 133 144 27
357 Northern Kentucky U. 171 204 160 26 121 152 120 8
357 Western Illinois U. 16 45 44 26 16 45 42 12
359 Illinois State U. 33 31 36 25 0 0 0 0
359 Saint Michael's C. ne 0 0 25 ne 0 0 21
359 U. Wisconsin-La Crosse 23 51 32 25 0 0 7 13
362 Quinnipiac U. 28 i 23 i ne 23 i 22 i 17 i ne 16 i
362 West Chester U. Pennsylvania 241 24 12 23 54 21 0 0
364 Trinity U. 20 10 10 22 20 0 0 0
365 Furman U. 70 62 49 21 54 47 43 14
365 Indiana U., South Bend 13 14 70 21 9 0 0 0
367 U. Wisconsin-Platteville ne ne 15 i 20 i ne ne 13 i 13 i
368 Amherst C. 40 i 48 8 19 2 i 2 0 0
368 Marshall U. 0 74 1 19 0 54 0 5
370 Central Connecticut State U. 6 18 13 18 0 0 0 0
371 CUNY, Medgar Evers C. 28 11 12 17 28 11 7 17
372 Nova Southeastern U. 0 0 1 16 0 0 0 0
372 Rhode Island School of Design ne ne ne 16 ne ne ne 0
372 St. Cloud State U. 36 23 8 16 14 3 0 0
375 Chapman U. 36 32 18 15 0 0 0 0
375 U. Northern Iowa 0 0 4 15 0 0 0 0
377 East Central U. 0 ne 7 14 0 ne 0 0
378 Grand Valley State U. 15 i 17 6 13 0 i 0 0 5
378 Jacksonville State U. ne ne ne 13 ne ne ne 13
378 Saint Louis U. 0 0 0 13 0 0 0 0
381 Claflin U. 0 63 18 12 0 63 18 12
381 Niagara U. 0 0 0 12 0 0 0 4
383 Indiana U.-Purdue U., Fort Wayne 58 27 15 11 32 0 0 0
384 California State U., Fullerton 25 22 0 10 0 0 0 0
384 Elizabeth City State U. 0 19 13 10 0 0 6 4
386 Alcorn State U. 551 325 112 9 440 262 84 6
386 Central State U. 169 21 15 9 169 21 15 9
388 California State Polytechnic U., Pomona 0 0 i 0 7 0 0 0 7
388 Saginaw Valley State U. 5 43 ne 7 5 43 ne 2
390 Coastal Carolina U. 0 9 0 6 0 9 0 6
390 CUNY, Baruch C. 25 16 15 6 0 14 0 0
390 Eastern Connecticut State U. ne ne 70 6 ne ne 0 0
390 Pepperdine U. 0 i 0 i 16 6 0 0 0 0
394 Dickinson C. 0 0 5 5 0 0 0 0
394 Wiley C. 0 0 0 5 0 0 0 0
394 Winthrop U. 0 1 0 5 0 0 0 0
397 Colorado C. 0 0 0 4 0 0 0 0
397 Davidson C. 0 0 0 4 0 0 0 0
399 Lake Superior State U. ne ne ne 3 ne ne ne 3
399 Texas Woman's U. 0 0 0 3 0 0 0 0
399 U. Hartford 40 91 46 3 8 54 13 3
399 U. North Carolina, Asheville 0 0 18 3 0 0 18 1
399 Virginia State U. 0 0 0 3 0 0 0 0
404 Bowdoin C. 189 135 94 2 187 134 93 2
404 Bowling Green State U. 17 0 0 2 17 0 0 2
404 Pennsylvania State U., Harrisburg 3 3 2 2 0 0 0 0
404 Purdue U., North Central 3 0 3 2 0 0 0 0
404 U. Arkansas, Fayetteville 31 119 183 2 0 0 0 0
404 Youngstown State U. 35 6 0 2 0 0 0 0
410 Valparaiso U. 0 7 19 1 0 0 0 0
All other surveyed institutions 28,947 11,350 1,584 0 23,553 6,889 729 0