Table 47. Higher education R&D expenditures in the physical sciences, ranked by all FY 2016 physical sciences: FYs 2013–16 and by subfield for FY 2016

(Dollars in thousands)

Rank Institution 2013 2014 2015 2016
All physical sciences Astronomy and astrophysicsa Chemistry Materials scienceb Physics Physical sciences, nec
All institutions 4,646,742 4,616,378 4,659,279 4,893,565 622,008 1,775,071 172,086 2,124,098 200,302
1 California Institute of Technology 202,125 i 210,234 164,339 185,449 35,373 49,285 15,790 85,001 0
2 Johns Hopkins U.c 179,519 i 191,456 i 167,009 i 181,885 i 25,075 i 25,874 i 5,717 i 102,748 i 22,471 i
3 Michigan State U. 100,521 119,461 132,049 164,644 0 9,390 0 155,254 0
4 U. California, Berkeley 90,346 120,047 169,149 158,628 98,718 31,346 0 25,022 3,542
5 Massachusetts Institute of Technology 107,399 107,134 119,516 137,188 44,677 26,701 215 56,874 8,721
6 U. Arizona 186,349 164,784 167,875 125,247 103,430 12,206 3,076 6,482 53
7 Cornell U. 104,856 110,963 105,562 105,986 11,670 24,456 5,007 42,635 22,218
8 Stanford U. 101,122 90,544 96,039 100,544 0 26,757 23,506 39,290 10,991
9 U. Maryland, College Park 95,244 85,573 91,974 98,474 31,152 13,864 28 51,196 2,234
10 U. Texas, Austin 86,197 82,699 83,873 83,505 12,321 18,227 3,502 49,332 123
11 U. Rochester 13,733 12,422 10,618 82,756 0 4,612 0 78,144 0
12 Harvard U. 77,203 67,753 72,929 82,643 12,401 30,835 0 36,276 3,131
13 U. Wisconsin-Madison 81,295 71,503 73,139 75,530 4,903 25,147 0 26,704 18,776
14 U. Colorado Boulder 91,830 94,410 82,039 72,578 11,847 16,961 0 41,089 2,681
15 Pennsylvania State U., University Park and Hershey Medical Center 56,482 51,811 51,598 72,314 11,043 18,248 22,906 20,117 0
16 U. Illinois, Urbana-Champaign 60,210 65,359 67,182 71,513 6,198 33,655 0 31,659 1
17 Princeton U. 58,339 70,098 69,410 70,922 11,222 18,567 1,766 39,367 0
18 U. California, San Diego 66,614 70,812 71,434 68,169 0 30,337 0 37,207 625
19 Northwestern U. 46,695 42,499 43,551 67,071 2,564 39,855 12,620 10,125 1,907
20 U. California, Los Angeles 66,097 54,623 58,445 61,909 0 17,147 0 43,196 1,566
21 Florida State U. 71,387 73,918 64,275 60,372 64 19,683 74 40,352 199
22 Yale U. 40,795 42,760 45,565 59,337 6,795 23,208 0 29,334 0
23 U. California, San Francisco 11,858 31,272 50,985 56,525 0 56,160 0 365 0
24 Texas A&M U., College Station and Health Science Center 45,768 45,493 53,824 56,123 7,808 25,688 176 17,778 4,673
25 U. Michigan, Ann Arbor 49,588 52,496 52,449 54,868 5,095 25,176 0 24,597 0
26 U. Washington, Seattle 45,294 45,040 46,940 54,819 9,206 22,724 1,473 18,169 3,247
27 U. Chicago 56,485 54,449 51,611 49,128 13,309 18,920 2,615 13,434 850
28 Rutgers, State U. New Jersey, New Brunswick 46,195 48,127 43,460 44,532 943 22,187 0 17,784 3,618
29 U. Notre Dame 37,832 39,593 39,464 41,411 0 25,089 0 16,322 0
30 Washington State U. 22,262 26,015 i 43,737 40,781 230 8,462 NA 28,019 4,070
31 U. Minnesota, Twin Cities 45,720 46,377 40,497 40,569 2,180 19,695 0 18,694 0
32 Georgia Institute of Technology 56,660 50,518 47,279 40,248 0 25,127 2,141 12,980 0
33 U. Pennsylvania 27,877 25,561 29,134 39,426 0 13,506 6,055 19,865 0
34 Columbia U. in the City of New York 42,358 39,586 46,022 37,518 8,480 11,188 2,139 15,711 0
35 SUNY, Stony Brook U. 36,776 31,557 31,984 37,300 751 16,800 0 19,749 0
36 Ohio State U. 31,990 35,413 41,311 36,459 2,284 15,043 325 18,807 0
37 U. California, Irvine 38,331 35,260 35,628 35,534 0 21,203 0 14,331 0
38 U. North Carolina, Chapel Hill 33,970 30,012 27,727 35,524 723 23,485 0 10,357 959
39 U. California, Santa Barbara 43,333 42,284 37,981 34,037 3,168 7,511 0 22,124 1,234
40 Purdue U., West Lafayette 29,714 29,066 30,775 33,624 0 21,592 0 12,032 0
41 Rice U. 32,901 33,319 34,639 33,165 3 17,721 0 15,429 12
42 U. California, Davis 31,471 30,938 35,150 32,156 0 13,683 0 10,455 8,018
43 U. Virginia, Charlottesville 22,952 24,527 21,665 31,756 3,288 8,714 10,492 9,262 0
44 Indiana U., Bloomington 45,132 35,535 34,668 31,444 1,593 16,277 0 13,574 0
45 U. Central Florida 24,109 30,268 35,393 30,530 0 3,814 1,055 25,377 284
46 U. California, Santa Cruz 34,701 30,510 30,254 30,051 12,788 9,547 0 7,542 174
47 U. Houston 14,309 16,840 25,141 29,938 0 21,419 0 8,147 372
48 U. Pittsburgh, Pittsburgh 30,016 27,198 27,229 29,135 3,557 14,999 0 10,579 0
49 Vanderbilt U. 25,026 29,773 42,365 28,783 0 16,897 0 11,886 0
50 U. Florida 28,606 25,253 26,302 28,226 4,803 10,408 0 12,321 694
51 U. Hawaii, Manoa 37,276 34,225 27,859 27,388 17,517 2,054 0 6,378 1,439
52 U. Nebraska, Lincoln 21,748 25,694 24,804 26,829 0 7,750 862 18,217 0
53 Boston U. 31,461 34,203 33,547 25,220 2,471 9,864 0 12,885 0
54 Brown U. 18,202 29,434 i 25,425 i 25,132 0 6,892 0 11,993 6,247
55 Iowa State U. 16,777 18,221 20,659 24,170 0 8,746 6,042 9,382 0
56 Emory U. 20,392 22,374 i 26,032 23,528 0 20,126 0 3,083 319
57 U. Massachusetts, Amherst 31,488 31,601 31,831 23,246 3,583 12,359 0 7,304 0
58 U. Delaware 17,004 16,161 15,947 23,187 1,474 9,044 8,048 4,621 0
59 U. Utah 18,725 18,783 19,361 22,257 6,263 14,447 1,547 0 0
60 U. Iowa 22,539 20,704 21,033 22,073 1,393 6,596 0 14,084 0
61 Louisiana State U., Baton Rouge 21,682 21,816 21,815 21,641 0 7,938 0 13,415 288
62 U. Southern California 16,609 18,985 16,924 20,210 103 15,831 1,236 3,040 0
63 Arizona State U. 23,855 25,222 20,255 19,340 0 11,522 0 6,783 1,035
64 Duke U. 20,489 17,406 18,093 19,074 0 8,973 0 10,101 0
65 Catholic U. of America 17,579 16,957 18,048 18,956 0 608 0 8,683 9,665
66 Washington U., Saint Louis 16,520 14,489 14,249 18,899 0 8,905 3,896 6,098 0
67 New Mexico State U. 16,632 12,045 16,454 18,748 6,642 6,173 0 2,162 3,771
68 North Carolina State U. 17,045 22,001 20,955 18,127 0 6,522 0 8,794 2,811
69 U. California, Riverside 13,804 13,423 14,759 17,972 0 9,179 0 8,793 0
70 U. Tennessee, Knoxville 18,067 18,777 16,497 17,602 0 8,093 0 9,509 0
71 New York U. 13,606 12,935 15,295 17,360 0 9,760 0 7,600 0
72 Northeastern U. 21,242 19,972 17,510 17,121 0 6,346 981 9,237 557
73 Wayne State U. 18,108 16,867 17,181 15,652 0 8,549 0 3,952 3,151
74 Virginia Polytechnic Institute and State U. 19,439 14,856 14,025 15,547 23 8,691 942 5,366 525
75 Montana State U., Bozeman 18,614 17,373 15,638 15,519 0 7,861 0 7,658 0
76 U. Texas M. D. Anderson Cancer Center 15,262 14,590 16,214 15,303 0 0 0 15,303 0
77 Georgia State U. 9,336 9,858 i 13,791 15,268 2,787 7,555 0 4,926 0
78 Carnegie Mellon U. 12,816 13,000 14,162 14,883 0 5,268 0 7,048 2,567
79 U. Connecticut 7,877 9,977 10,993 14,796 0 5,753 4,477 4,566 0
80 Temple U. 10,330 11,661 12,886 14,548 0 7,491 0 6,615 442
81 U. South Carolina, Columbia 12,180 14,216 15,023 14,476 0 10,090 0 4,386 0
82 U. California, Office of the President 11,906 13,646 14,323 14,400 14,400 0 0 0 0
83 SUNY, Binghamton U. 10,600 9,807 11,994 14,161 0 10,616 0 3,249 296
84 Texas Tech U. 9,792 12,739 13,232 13,978 0 7,047 33 6,898 0
85 U. Maryland, Baltimore County 7,454 7,997 6,614 13,934 7,718 3,925 0 2,291 0
86 U. Illinois, Chicago 13,021 12,665 11,360 13,920 0 8,402 0 5,518 0
87 U. Massachusetts, Lowell 14,194 15,373 15,085 13,841 0 3,341 0 10,500 0
88 U. Texas, Dallas 14,394 13,517 13,175 13,644 3,708 3,615 0 2,586 3,735
89 SUNY, U. Buffalo 17,519 16,872 13,614 13,533 0 8,746 0 4,787 0
90 U. Georgia 11,880 12,042 11,700 13,066 519 9,835 0 2,712 0
91 Colorado State U., Fort Collins 14,218 12,956 13,059 12,926 0 9,913 0 3,013 0
92 U. Wisconsin-Milwaukee 9,685 11,316 11,375 12,875 0 4,784 0 7,953 138
93 Colorado School of Mines 7,637 6,248 6,643 12,741 0 3,949 5,209 3,583 0
94 U. Mississippi 12,957 11,794 9,033 12,648 0 3,577 0 9,071 0
95 U. Alaska, Fairbanks 11,209 11,526 12,980 12,644 12,246 398 0 0 0
96 U. Texas, Arlington 10,764 12,448 11,596 12,629 0 4,849 0 7,780 0
97 Rochester Institute of Technology 10,413 10,808 11,153 11,992 0 619 0 2,586 8,787
98 Rensselaer Polytechnic Institute 11,130 11,342 9,688 11,910 0 6,178 0 5,350 382
99 U. Oklahoma, Norman and Health Science Center 13,702 12,972 12,856 11,711 0 7,971 0 3,740 0
100 U. Akron 20,338 20,889 17,406 11,686 0 11,618 0 68 0
101 U. Southern Mississippi 11,413 11,199 10,862 11,550 0 11,180 254 0 116
102 U. Oregon 20,647 18,494 12,923 11,456 0 4,581 1,106 5,769 0
103 Dartmouth C. 8,493 9,244 8,904 11,423 0 4,850 0 6,573 0
104 Case Western Reserve U. 12,676 10,341 9,583 11,300 184 3,056 4,024 4,036 0
105 U. Kansas 18,227 17,069 15,690 11,159 721 6,451 0 3,343 644
106 Syracuse U. 8,150 9,444 10,311 10,791 0 2,378 0 8,387 26
107 North Dakota State U. 14,329 11,551 10,951 10,684 0 6,408 2,902 986 388
108 U. South Florida, Tampa 10,629 10,124 9,923 10,427 0 5,311 0 4,483 633
109 CUNY, City C. 10,909 9,921 9,361 10,344 0 5,879 0 4,464 1
110 U. Alabama, Huntsville 8,232 7,808 9,075 9,888 5,487 830 0 3,435 136
111 Kansas State U. 11,038 9,778 8,956 9,808 0 2,191 0 7,617 0
112 Tufts U. 6,347 6,381 6,504 9,492 0 7,927 0 1,565 0
113 West Virginia U. 9,583 9,200 9,916 9,475 0 2,520 0 6,955 0
114 U. Nevada, Las Vegas 5,879 6,778 6,745 9,343 5 5,153 0 4,185 0
115 Clemson U. 9,049 8,681 9,028 9,288 0 3,598 0 4,703 987
116 New Jersey Institute of Technology 14,239 12,081 7,571 9,006 172 2,748 0 5,565 521
117 Mississippi State U. 7,188 8,598 7,635 8,942 0 5,046 0 3,894 2
118 Rockefeller U. 6,433 8,055 9,449 8,842 0 6,278 0 2,564 0
119 Brandeis U. 7,846 8,925 i 9,043 i 8,790 0 2,512 0 6,278 0
120 Naval Postgraduate School 8,304 10,631 11,234 8,486 0 367 0 5,099 3,020
121 U. Arkansas, Fayetteville 8,261 8,828 9,360 8,479 0 5,066 0 3,413 0
122 Florida International U. 6,865 5,296 8,314 8,447 0 3,768 0 4,305 374
123 U. New Mexico 11,341 9,984 8,853 8,400 0 3,138 0 5,262 0
124 U. Cincinnati 8,712 7,954 6,775 8,398 0 5,004 0 3,394 0
125 U. Kentucky 10,470 9,010 7,163 8,254 0 3,934 0 4,320 0
126 U. Texas, El Paso 6,866 6,326 6,990 8,117 0 6,071 0 2,046 0
127 U. Puerto Rico, Rio Piedras 10,218 8,673 9,100 8,085 0 5,342 0 2,334 409
128 U. Miami 5,931 6,719 7,826 8,009 0 2,418 0 5,591 0
129 Kent State U. 9,464 11,342 8,974 7,992 0 1,595 0 3,142 3,255
130 Boston C. 9,070 9,547 8,297 7,978 0 5,864 0 2,114 0
131 Jackson State U. 14,239 7,282 7,213 7,699 0 5,177 0 2,522 0
132 Baylor U. 3,931 6,181 6,829 7,318 0 5,296 0 2,011 11
133 San Diego State U. 7,169 9,819 8,216 7,315 878 2,206 0 4,231 0
134 U. Missouri, Columbia 7,780 7,375 6,364 7,156 0 4,369 0 2,787 0
135 Xavier U. Louisiana 3,481 4,299 4,442 7,021 0 7,021 0 0 0
136 U. Toledo 12,334 11,023 10,467 6,974 1,053 2,521 0 3,187 213
137 U. North Dakota 2,075 1,583 1,330 6,945 192 5,475 1,262 7 9
138 U. Texas, San Antonio 4,755 4,867 6,646 6,935 0 4,366 0 2,569 0
139 Delaware State U. 2,977 2,644 3,009 6,929 0 1,561 0 5,367 1
140 Old Dominion U. 10,483 7,598 6,363 6,854 0 2,519 0 4,335 0
141 U. Alabama, Tuscaloosa 7,647 6,730 6,118 6,841 0 4,036 0 2,805 0
142 Oklahoma State U., Stillwater 7,528 8,273 8,636 6,788 2,191 4,597 0 0 0
143 Auburn U., Auburn 5,847 5,770 4,678 6,415 0 1,645 0 4,767 3
144 U. Nevada, Reno 6,480 6,591 6,347 6,324 1 2,129 0 3,711 483
145 George Washington U. 6,068 5,078 4,291 6,301 74 3,462 0 2,765 0
146 C. of William and Mary and Virginia Institute of Marine Science 7,488 7,849 6,770 6,249 0 583 0 5,666 0
147 Tulane U. 4,555 3,575 4,946 6,205 0 2,871 0 3,334 0
148 Ohio U. 6,991 8,244 i 9,644 i 5,839 i 281 i 1,027 i 0 i 4,531 i 0 i
149 Georgetown U. 4,873 5,126 5,746 5,659 0 2,565 0 3,094 0
150 Oregon State U. 3,334 3,681 2,968 5,280 0 3,623 86 1,011 560
151 U. Montana, Missoula 3,212 2,376 3,203 5,260 0 2,843 1,124 502 791
152 U.S. Air Force Academy 3,356 4,004 i 4,044 5,231 0 1,169 0 4,062 0
153 Brigham Young U., Provo 3,768 3,477 4,869 5,172 0 3,432 0 1,740 0
154 Hampton U. 6,715 4,064 4,769 4,901 0 0 0 4,901 0
155 U. Alabama, Birmingham 2,881 2,819 3,003 4,898 0 1,060 1,553 2,285 0
156 U. Rhode Island 6,852 3,989 5,723 4,891 0 4,181 0 145 565
157 Air Force Institute of Technology 5,986 5,577 5,764 4,807 0 0 0 4,807 0
158 U. California, Merced 2,523 2,800 5,714 4,718 0 2,654 0 2,064 0
159 Idaho State U. 5,264 4,847 6,997 4,680 0 355 0 4,250 75
160 Lehigh U. 5,285 5,618 5,290 4,607 0 2,898 0 1,709 0
161 George Mason U. 6,362 4,650 3,825 4,506 2,016 416 750 1,277 47
162 CUNY, Hunter C. 7,229 6,141 5,585 4,379 115 3,121 0 1,143 0
163 U. North Texas, Denton 8,431 6,616 7,331 4,270 0 3,127 0 1,143 0
164 U. North Carolina, Charlotte 3,022 2,568 3,413 4,056 0 552 0 3,504 0
165 Illinois Institute of Technology 4,691 5,320 6,011 4,035 0 763 51 3,221 0
166 Utah State U. 5,344 4,365 4,366 3,965 0 2,434 0 756 775
167 Portland State U. 6,517 4,240 3,403 3,946 0 3,268 0 678 0
168 Michigan Technological U. 5,061 2,978 3,103 3,843 0 1,978 0 1,865 0
169 U. New Hampshire 2,804 2,492 2,312 3,734 0 1,425 576 1,733 0
170 Northern Illinois U. 3,098 3,561 i 2,560 3,629 0 547 0 3,082 0
171 Southern Methodist U. 2,781 2,656 2,640 3,613 0 1,121 0 2,492 0
172 Missouri U. of Science and Technology 3,848 3,509 3,472 3,605 0 2,943 0 662 0
173 South Dakota State U. 3,542 2,824 2,898 3,602 0 3,593 0 9 0
174 U. Wyoming 4,724 3,578 4,068 3,587 1,229 1,338 0 1,020 0
175 U. Metropolitana 5,178 4,034 3,642 3,568 3,568 0 0 0 0
176 New Mexico Institute of Mining and Technology 3,550 i 1,967 2,261 3,415 452 1,216 0 1,747 0
177 North Carolina Central U. 187 2,214 3,932 3,406 0 207 0 3,199 0
178 U. Maine 2,764 3,995 1,405 3,389 0 25 0 3,303 61
179 California State U., Northridge 2,919 4,258 3,441 3,315 191 642 0 2,183 299
180 Bowling Green State U. 6,342 2,970 3,232 3,292 0 2,859 0 433 0
181 U. Idaho 2,446 2,438 2,470 3,238 536 2,063 217 410 12
182 U. South Dakota 8,346 6,693 3,894 3,175 0 2,250 0 925 0
183 U. Texas Rio Grande Valley na na na 3,156 1,029 813 59 497 758
184 Texas State U. 4,096 2,141 3,007 3,088 0 1,572 0 1,181 335
185 Virginia Commonwealth U. 8,657 7,503 6,350 3,049 0 1,668 0 1,381 0
186 Wake Forest U. 2,922 3,100 3,304 3,048 0 789 0 2,259 0
187 Fisk U. 4,724 i 6,409 2,872 i 3,046 0 412 1,294 1,340 0
188 U. Denver 3,681 2,982 2,589 3,030 190 2,316 110 414 0
189 U. North Carolina, Greensboro 2,066 3,098 2,492 2,998 0 2,558 0 4 436
190 SUNY, U. Albany 3,016 4,149 4,531 2,970 0 2,759 0 211 0
191 Florida Institute of Technology 2,281 3,413 i 2,586 2,913 0 1,219 0 1,694 0
192 U. Louisiana, Lafayette 1,126 970 1,565 2,861 0 591 0 2,190 80
193 U. Puerto Rico, Mayaguez 3,841 3,742 3,514 2,795 0 1,981 0 814 0
194 Worcester Polytechnic Institute 1,860 1,296 2,092 2,754 0 1,989 0 765 0
195 San Francisco State U. 3,159 3,322 3,590 2,745 281 1,627 0 837 0
196 California State U., Long Beach 1,544 1,926 1,321 2,722 201 2,271 203 47 0
197 Wesleyan U. 2,208 1,515 2,052 2,685 707 829 0 1,149 0
198 Duquesne U. 4,283 4,584 3,959 2,642 0 2,510 0 132 0
199 Florida A&M U. 2,651 1,019 834 2,638 0 483 0 2,150 5
200 U. New Orleans 5,210 4,358 3,314 2,606 0 2,021 0 585 0
201 Wright State U. 3,173 2,913 2,865 2,559 0 596 0 1,963 0
202 Oakland U. 2,894 2,398 2,487 2,487 0 1,286 0 1,201 0
203 South Dakota School of Mines and Technology 648 871 2,044 2,371 0 1,450 0 921 0
204 Alabama A&M U. 2,265 i 2,250 i 2,234 i 2,307 i 0 i 1,052 i 0 i 1,255 i 0 i
205 Southern Illinois U., Carbondale 2,627 2,172 1,892 2,240 0 1,130 0 681 429
206 Drexel U. 1,948 1,702 2,327 2,223 0 387 0 1,836 0
207 Howard U. 2,432 1,513 9,113 2,220 0 1,999 0 221 0
208 Western Kentucky U. 4,611 3,561 3,406 2,218 44 1,113 0 971 90
209 Morehouse C. 2,904 2,786 2,632 2,150 0 108 0 121 1,921
210 Louisiana Tech U. 2,692 2,513 2,560 1,995 0 737 0 1,171 87
211 Marquette U. 2,483 2,019 1,907 1,990 0 1,595 0 395 0
212 Williams C. 1,121 1,067 1,424 1,963 546 183 0 629 605
213 CUNY, Lehman C. 309 618 657 1,927 0 1,511 0 416 0
214 U. Missouri, Kansas City 2,266 2,918 1,923 1,925 266 404 0 1,255 0
215 U.S. Naval Academy 2,772 1,898 2,039 1,906 0 1,130 0 776 0
216 Central Michigan U. 1,811 2,638 1,998 1,904 23 499 0 1,382 0
217 Wellesley C. 1,024 885 516 1,895 587 1,114 0 178 16
218 CUNY, Brooklyn C. 2,099 1,980 1,744 1,882 0 1,475 0 407 0
219 U. Memphis 1,812 1,569 1,549 1,880 0 1,564 0 316 0
220 CUNY, Queens C. 1,383 1,982 1,804 1,871 0 1,095 0 487 289
221 U. Missouri, Saint Louis 3,108 2,366 1,753 1,855 131 1,548 0 176 0
222 U. Dayton 1,127 1,370 1,664 1,848 0 114 269 1,465 0
223 Creighton U. 2,106 i 2,012 i 1,747 i 1,824 i 0 i 746 i 0 i 960 i 118 i
224 American U. 1,839 2,733 1,945 1,809 0 599 0 1,210 0
225 Clark Atlanta U. 3,334 3,076 2,938 1,797 0 1,600 0 197 0
226 Rutgers, State U. New Jersey, Newark 868 1,553 1,518 1,750 0 745 0 300 705
227 Hope C. 2,610 1,884 1,996 1,748 0 740 0 267 741
228 U. Louisville 2,651 2,506 2,131 1,745 94 1,339 0 312 0
229 U. Massachusetts, Boston 1,434 2,169 2,147 1,726 0 924 0 802 0
230 Tennessee Technological U. 358 401 761 1,671 0 1,274 0 397 0
231 California Polytechnic State U., San Luis Obispo 2,372 1,015 855 1,647 0 402 0 1,245 0
232 Cleveland State U. 1,567 1,005 923 i 1,638 0 1,300 0 282 56
233 Prairie View A&M U. 997 1,656 1,929 1,603 0 403 0 1,200 0
234 Marshall U. 1,134 1,429 2,168 1,579 0 561 0 1,018 0
235 California State U., Los Angeles 1,397 1,196 1,129 1,575 0 1,244 0 331 0
236 Mount Holyoke C. 1,039 1,742 1,408 1,566 908 329 0 329 0
237 Indiana U.-Purdue U., Indianapolis 1,857 1,258 1,485 1,524 0 1,259 0 231 34
238 California State U., San Bernardino 871 993 1,496 1,384 180 112 1,090 2 0
239 Norfolk State U. 959 1,154 1,000 1,383 0 140 0 1,243 0
240 Villanova U. 1,491 i 1,939 1,565 1,377 567 661 0 149 0
241 Amherst C. 1,658 1,055 1,509 1,360 28 872 0 460 0
242 U. Massachusetts, Dartmouth 2,612 2,897 1,918 1,358 0 840 69 337 112
243 Bryn Mawr C. 1,508 1,346 1,129 1,345 0 687 0 658 0
244 San Jose State U. 1,543 1,449 1,467 1,340 0 643 0 697 0
245 CUNY, C. Staten Island 898 i 589 658 1,332 0 909 326 97 0
246 Florida Atlantic U. 1,238 1,178 847 1,324 0 1,134 0 190 0
247 Western Michigan U. and Homer Stryker M.D. School of Medicine 2,808 3,137 2,233 1,316 0 733 0 468 115
248 Clarkson U. 2,615 2,521 1,390 1,306 0 1,029 0 254 23
249 Northern Arizona U. 1,620 607 1,074 1,303 786 417 0 83 17
250 Miami U. 3,686 i 3,328 3,004 1,286 0 976 0 160 150
251 U. North Carolina, Wilmington 567 636 477 1,241 0 499 51 691 0
252 Stevens Institute of Technology 391 606 503 1,226 0 87 0 1,139 0
253 Furman U. 1,499 1,233 1,317 1,211 0 1,211 0 0 0
254 Barnard C. 712 661 824 1,138 8 330 0 800 0
255 Loyola U., Chicago 899 822 1,057 1,132 0 1,115 0 17 0
256 U. Tulsa 726 1,405 1,017 1,075 0 149 0 926 0
257 California State U., Fresno 769 627 556 1,061 0 593 0 291 177
258 U. Minnesota, Duluth 1,249 1,183 1,513 1,046 0 705 0 341 0
259 C. Charleston 1,779 1,541 1,626 1,043 600 249 112 82 0
260 Chapman U. 905 758 538 1,036 0 0 0 1,036 0
261 Montclair State U. 431 14 593 1,021 0 846 0 0 175
262 Georgia Southern U. 1,411 1,541 4,554 1,005 0 613 0 283 109
263 U. Arkansas, Little Rock 2,917 1,484 1,094 1,002 4 490 0 39 469
264 U. Richmond 1,194 1,040 898 992 0 508 0 484 0
265 Southern Connecticut State U. 497 i 1,210 i 1,324 i 986 0 19 0 967 0
266 Grambling State U. 1,071 1,152 1,098 983 0 536 0 434 13
267 Tennessee State U. 812 916 874 964 634 7 0 323 0
268 California State U., Fullerton 1,772 1,270 1,118 944 55 472 0 417 0
269 Bucknell U. 711 771 878 942 i 395 i 547 i 0 i 0 i 0 i
269 U. North Carolina, Asheville 865 576 868 942 48 370 0 0 524
271 Arkansas State U., Jonesboro 3,131 1,185 872 928 0 775 0 153 0
272 Boise State U. 1,308 942 1,203 927 37 359 0 364 167
273 Morgan State U. 912 900 1,184 916 0 142 0 774 0
274 Southern U. and A&M C., Baton Rouge 1,400 694 640 915 0 121 0 794 0
275 Texas Christian U. 1,361 976 1,004 914 0 445 0 469 0
276 South Carolina State U. 513 i 551 i 589 i 897 i 0 i 435 i 0 i 462 i 0 i
277 U. Colorado Colorado Springs 519 538 1,615 874 0 69 0 805 0
278 Connecticut C. 1,135 567 743 867 0 867 0 0 0
279 New Mexico Highlands U. 614 714 ne 857 0 857 0 0 0
280 SUNY, Geneseo 553 389 639 839 0 55 0 784 0
281 Elizabeth City State U. 1,493 1,106 746 817 0 817 0 0 0
282 Western Washington U. 1,015 1,039 973 815 230 585 0 0 0
283 Black Hills State U. 424 302 496 798 0 49 0 749 0
284 Trinity U. 881 1,209 1,146 792 0 674 0 80 38
285 Roger Williams U. 536 1,037 560 775 0 775 0 0 0
286 Embry-Riddle Aeronautical U. 559 1,007 1,017 764 0 0 0 183 581
287 Pomona C. 1,263 1,160 559 761 67 618 0 76 0
288 Saint Louis U. 1,129 1,217 754 760 0 685 0 12 63
289 Haverford C. 1,042 i 916 i 1,195 i 759 i 294 i 315 i 0 i 150 i 0 i
290 Colgate U. 687 601 640 751 47 555 0 149 0
291 St. Edward's U. 1,260 195 850 750 250 300 0 200 0
292 St. John's U., Manhattan 959 1,016 913 747 0 564 0 183 0
293 U. Colorado Denver and Anschutz Medical Campus 673 956 678 741 0 502 0 239 0
294 Rowan U. 744 881 508 736 0 438 0 298 0
295 James Madison U. 553 485 785 713 8 192 0 513 0
296 North Carolina Agricultural and Technical State U. 881 654 503 709 0 45 0 664 0
297 California State U., Dominguez Hills 296 777 i 581 701 0 698 0 3 0
298 U. North Florida 179 109 637 696 0 376 0 320 0
299 U. Wisconsin-Eau Claire 600 480 ne 685 0 301 384 0 0
300 Clark U. 541 691 656 681 0 149 0 532 0
301 Texas A&M U.-Commerce 668 1,031 1,032 671 275 152 0 244 0
302 Claflin U. 843 574 630 656 0 656 0 0 0
303 Middle Tennessee State U. 1,049 119 312 653 377 265 0 11 0
304 Swarthmore C. 557 780 457 651 60 290 0 301 0
305 U. San Diego 573 671 616 640 0 384 0 20 236
306 Siena C. 1,310 915 620 630 299 212 0 119 0
307 Wichita State U. 695 802 715 629 0 613 0 0 16
308 Grand Valley State U. 418 361 445 626 0 606 0 20 0
309 Fayetteville State U. 0 298 298 616 0 0 0 524 92
310 Augsburg C. 566 ne 590 611 0 205 0 406 0
311 Harvey Mudd C. 599 518 300 605 0 436 0 169 0
312 Northern Kentucky U. 495 673 626 598 0 435 0 163 0
313 Bradley U. 191 191 210 593 0 593 0 0 0
314 U. Central Oklahoma 43 0 17 592 0 0 0 571 21
315 Southern Illinois U., Edwardsville 750 247 425 582 0 144 0 438 0
316 Grinnell C. 603 634 572 571 38 308 0 225 0
317 Dillard U. 7,692 6,907 748 568 0 0 0 568 0
318 Salish Kootenai C. 185 0 i 0 561 0 561 0 0 0
319 Reed C. 300 723 424 559 0 427 0 132 0
320 U. Houston-Clear Lake 47 41 56 555 0 68 0 0 487
321 Oberlin C. 670 534 532 551 0 356 0 195 0
322 U. Central Arkansas 355 336 360 550 0 216 0 334 0
323 Lewis and Clark C. 536 635 710 548 0 393 0 155 0
324 West Chester U. Pennsylvania 196 347 378 530 67 242 0 221 0
325 Valparaiso U. 734 644 422 527 256 271 0 0 0
326 Towson U. 527 459 397 513 0 442 0 71 0
327 U. Vermont 2,455 1,492 1,056 509 0 205 0 304 0
328 Eastern Michigan U. 452 154 171 503 137 324 42 0 0
329 Illinois State U. 954 1,448 549 495 0 369 0 126 0
330 U. Arkansas, Pine Bluff 555 608 336 493 0 493 0 0 0
331 Winston-Salem State U. 0 ne ne 474 0 474 0 0 0
332 Gallaudet U. 65 69 83 472 0 434 34 4 0
332 Tuskegee U. 70 771 i 575 i 472 i 0 i 282 i 0 i 190 i 0 i
334 Franklin and Marshall C. 721 760 515 465 113 288 0 64 0
335 Colby C. 729 651 529 463 0 355 0 108 0
336 Azusa Pacific U. ne ne 196 454 0 279 0 175 0
337 Ball State U. 350 281 220 435 0 408 0 27 0
337 U. South Carolina, Aiken 0 0 i 0 435 0 225 0 130 80
339 Oakwood U. ne 380 ne 430 0 353 0 0 77
340 Carleton C. 988 689 1,611 424 19 53 36 27 289
341 Missouri State U. 482 445 413 422 340 82 0 0 0
342 Middlebury C. 448 248 313 418 57 177 0 184 0
343 Santa Clara U. 536 491 209 397 0 116 0 281 0
344 U. Northern Iowa 690 468 574 394 0 180 0 214 0
345 Bates C. 718 428 484 393 0 178 0 215 0
346 Fairfield U. 526 437 405 392 0 239 0 153 0
347 U. Wisconsin-La Crosse 488 457 476 389 0 274 0 115 0
348 Texas A&M U.-Corpus Christi 144 499 297 377 0 366 0 0 11
349 Indiana U., South Bend 527 462 365 375 0 0 0 375 0
350 Macalester C. 335 363 338 373 0 231 0 142 0
350 Saint Joseph's U. 315 200 257 373 0 202 0 171 0
352 Benedict C. 315 500 286 372 0 372 0 0 0
353 Bowdoin C. 308 255 332 368 0 97 0 239 32
354 Calvin C. 636 452 483 i 367 0 319 0 48 0
355 Kennesaw State U. 299 686 286 363 0 231 0 132 0
355 U. of St. Thomas (MN) 289 242 ne 363 0 270 0 93 0
357 Albany State U. 899 791 595 358 0 358 0 0 0
357 Christopher Newport U. 649 728 411 358 0 0 0 358 0
359 U. of the Pacific 521 151 396 354 0 268 0 86 0
360 East Carolina U. 1,065 861 436 353 0 90 0 263 0
361 SUNY, C. Plattsburgh ne 269 448 342 77 0 0 265 0
362 Sam Houston State U. 248 357 426 338 0 310 0 28 0
363 U. of the Sciences Philadelphia 864 402 503 335 0 254 0 81 0
364 Pace U. 380 325 386 332 0 332 0 0 0
365 SUNY, C. of Environmental Science and Forestry 995 i 763 i 411 327 0 308 0 0 19
365 U. Nebraska, Kearney 264 244 498 327 0 278 0 49 0
367 U. South Alabama 466 442 535 326 0 266 0 60 0
368 Youngstown State U. 2,108 1,416 2,079 322 0 144 0 39 139
369 C. of Saint Benedict 174 265 197 320 0 235 0 85 0
370 Vassar C. 231 347 335 i 316 0 316 0 0 0
371 U. Nebraska, Omaha 345 317 261 314 0 112 0 202 0
372 Indiana State U. 167 200 27 312 0 0 0 301 11
372 U. Hawaii, Hilo 145 0 11 312 0 0 0 312 0
374 Winthrop U. 535 532 621 309 0 309 0 0 0
375 Hamilton C. 399 595 220 306 0 223 0 83 0
376 Central Washington U. 227 303 272 295 0 182 0 113 0
377 Texas Southern U. 594 711 512 294 0 200 0 0 94
378 Allegheny C. ne ne ne 285 0 227 0 58 0
378 U. del Turabo 0 94 158 285 0 285 0 0 0
380 Florida Gulf Coast U. 9 0 9 284 5 279 0 0 0
381 Saint John's U., Collegeville 167 263 163 281 0 206 0 75 0
382 CUNY, Baruch C. 206 360 229 278 0 0 0 278 0
383 Montana Tech of U. Montana 153 386 261 276 0 276 0 0 0
384 Appalachian State U. 321 695 434 272 85 160 18 9 0
385 U. West Florida 55 42 191 270 0 0 0 0 270
386 Smith C. 345 443 623 266 34 147 0 85 0
387 St. Olaf C. 494 437 381 256 0 249 0 7 0
388 Gonzaga U. 279 283 407 249 0 214 0 35 0
389 Mills C. 20 7 13 248 0 0 0 0 248
390 DePaul U. 381 332 154 239 0 0 0 173 66
391 Eastern Kentucky U. 232 354 144 237 3 234 0 0 0
391 Kettering U. 70 180 104 237 16 128 0 24 69
393 Southeastern Louisiana U. 283 243 551 229 0 102 0 127 0
394 Drake U. 254 ne ne 228 0 20 0 208 0
395 Colorado C. 206 92 392 227 0 110 0 117 0
396 California State Polytechnic U., Pomona 648 i 529 254 225 215 10 0 0 0
396 Skidmore C. 518 294 240 225 0 190 0 35 0
398 U. Michigan, Dearborn 220 120 140 222 0 0 0 0 222
399 Texas A&M International U. 109 416 80 219 0 194 0 25 0
400 Willamette U. 309 405 234 217 0 116 0 101 0
401 Lamar U. 123 87 114 213 0 211 0 2 0
402 East Tennessee State U. 431 225 180 209 97 30 0 82 0
402 Seattle U. ne 229 244 209 0 19 0 190 0
404 Oklahoma State U., Center for Health Sciences 24 0 0 204 0 204 0 0 0
405 Union C., Schenectady 570 265 198 202 123 34 0 45 0
406 California State U., East Bay 120 ne ne 200 0 16 0 184 0
407 Fordham U. 229 158 135 194 0 173 0 21 0
408 U. Wisconsin-Stevens Point 877 260 i 223 i 186 i 29 i 77 i 0 i 80 i 0 i
409 Purdue U., Calumet 235 257 168 183 0 183 0 0 0
410 Salisbury U. 40 48 93 182 0 171 0 11 0
411 Western Carolina U. 16 69 0 174 0 174 0 0 0
412 Elon U. 206 i 158 237 170 0 51 0 75 44
412 Spelman C. 778 579 294 170 0 165 0 5 0
414 California State U., Sacramento 66 177 86 162 0 58 0 104 0
415 Occidental C. 580 494 372 160 0 40 0 120 0
416 U. Southern Maine 30 336 i 246 i 155 0 155 0 0 0
417 Pacific U. 232 59 i 51 153 0 12 0 141 0
418 Eastern Washington U. 334 163 113 148 0 116 0 32 0
419 Earlham C. ne ne ne 145 0 87 0 0 58
419 West Virginia State U. 0 67 745 145 0 145 0 0 0
421 Minnesota State U., Mankato 49 33 25 140 0 137 0 3 0
422 Lafayette C. 107 109 196 134 0 102 0 32 0
423 Texas A&M U.-Kingsville 198 103 166 133 0 62 0 66 5
424 La Sierra U. ne 108 109 130 0 46 0 84 0
425 Pennsylvania State U., Behrend 143 161 151 124 0 62 0 62 0
426 Austin Peay State U. 31 26 111 122 24 0 98 0 0
426 Davidson C. 159 127 157 122 0 61 0 0 61
428 Indiana U.-Purdue U., Fort Wayne 300 108 120 119 0 119 0 0 0
429 Rutgers, State U. New Jersey, Camden 62 28 97 117 0 117 0 0 0
430 CUNY, John Jay C. of Criminal Justice 0 35 24 115 0 115 0 0 0
431 Dakota State U. 0 154 108 114 0 0 0 114 0
432 Fort Valley State U. 103 112 114 108 0 108 0 0 0
433 U. Alaska, Anchorage 162 116 0 106 2 104 0 0 0
434 California State U., Bakersfield 448 298 342 104 0 44 21 39 0
435 Murray State U. 108 135 247 103 0 53 0 50 0
436 Trinity C., Hartford 102 157 40 102 0 90 0 11 1
437 Eastern New Mexico U., Portales ne ne ne 100 0 100 0 0 0
437 La Salle U. 0 0 95 100 i 0 i 100 i 0 i 0 i 0 i
437 Providence C. 56 ne 144 100 0 97 0 3 0
440 U. Wisconsin-Green Bay 101 i 99 i 98 i 98 i 0 i 58 i 0 i 40 i 0 i
441 Plymouth State U. 0 0 0 95 0 0 0 0 95
442 St. Cloud State U. 224 233 627 94 3 25 4 62 0
443 Pepperdine U. 88 i 57 25 91 0 88 0 3 0
444 SUNY, C. Brockport 51 23 46 88 0 79 0 9 0
445 Long Island U. 57 ne ne 83 0 0 0 83 0
446 U. Northern Colorado 234 143 573 82 0 7 0 75 0
447 Rider U. 178 i 104 i 77 78 0 58 0 20 0
448 U. Illinois, Springfield 21 30 10 74 0 74 0 0 0
449 Virginia State U. 0 0 58 73 73 0 0 0 0
450 Humboldt State U. 82 89 69 72 0 16 0 56 0
451 Biola U. ne ne ne 71 i 0 i 30 i 0 i 41 i 0 i
452 Saint Michael's C. 157 200 169 70 7 16 0 47 0
453 Johnson C. Smith U. ne ne ne 69 0 69 0 0 0
454 Sewanee: U. of the South ne 129 110 67 0 67 0 0 0
454 Suffolk U. 154 72 66 67 i 0 i 67 i 0 i 0 i 0 i
456 California State U., Channel Islands 164 672 384 66 0 63 0 3 0
456 Dickinson C. 224 284 242 66 0 57 0 9 0
458 Indiana U. Pennsylvania 34 24 ne 64 0 15 0 49 0
459 Milwaukee School of Engineering 60 27 54 63 0 0 0 63 0
460 St. Bonaventure U. ne ne ne 57 0 52 0 5 0
461 Hawaii Pacific U. 0 43 9 56 0 0 0 56 0
461 Heidelberg U. 0 0 2 56 0 56 0 0 0
463 U. Detroit Mercy ne 206 165 55 0 55 0 0 0
464 Rhode Island C. 224 172 80 54 0 0 0 0 54
465 Northern Michigan U. ne ne ne 53 0 23 0 30 0
466 CUNY, Graduate Center 52 47 0 52 0 6 0 46 0
466 Stephen F. Austin State U. 97 116 212 52 0 52 0 0 0
468 Kentucky State U. 0 0 0 51 0 51 0 0 0
469 Seattle Pacific U. 55 33 27 49 0 49 0 0 0
469 West Texas A&M U. 105 101 457 49 0 21 0 28 0
471 Lincoln U., Jefferson City 1 4 9 47 0 10 0 37 0
472 Kean U. 29 ne 0 45 0 45 0 0 0
472 SUNY, Buffalo State 52 0 37 45 0 0 0 45 0
474 Niagara U. 258 158 121 44 0 44 0 0 0
474 Texas Woman's U. 235 51 70 44 0 44 0 0 0
474 U. Houston-Downtown 156 147 214 44 0 44 0 0 0
477 Alfred U. 70 28 19 43 8 35 0 0 0
478 Central Connecticut State U. 62 120 71 42 0 22 0 20 0
479 McNeese State U. 104 107 110 41 0 41 0 0 0
480 Tarleton State U. 76 57 0 40 0 40 0 0 0
480 U. Tennessee, Chattanooga 40 48 22 40 0 40 0 0 0
482 Saginaw Valley State U. 57 ne 32 39 0 39 0 0 0
483 Sonoma State U. 464 210 118 37 0 37 0 0 0
483 U. Texas, Tyler 25 35 26 37 0 37 0 0 0
485 U. Puerto Rico, Cayey 205 176 99 36 0 36 0 0 0
486 California State U., San Marcos 286 351 i 49 34 34 0 0 0 0
486 William Paterson U. ne ne ne 34 0 34 0 0 0
488 Pittsburg State U. 41 8 28 33 0 33 0 0 0
489 Lawrence Technological U. 0 0 161 28 0 5 0 23 0
490 Central State U. 117 69 39 27 0 0 0 0 27
490 Mercyhurst U. 95 55 30 27 0 9 0 18 0
490 U. New England 80 40 39 27 0 21 0 6 0
493 California Maritime Academy 0 0 8 25 0 5 5 10 5
493 Hofstra U. 23 21 38 25 4 21 0 0 0
493 U. Minnesota, Morris 47 38 15 25 0 25 0 0 0
496 Loyola Marymount U. 565 240 269 23 0 21 0 2 0
496 Pennsylvania State U., Harrisburg 11 7 6 23 0 11 0 12 0
496 U. Texas, Permian Basin 0 10 20 23 0 23 0 0 0
499 Norwich U. 38 87 91 22 0 2 0 20 0
500 Bowie State U. 0 330 195 21 0 21 0 0 0
501 California State U., Chico 152 77 1 20 0 10 5 0 5
501 U. Alaska, Southeast 12 121 89 20 20 0 0 0 0
503 Lake Superior State U. ne ne 15 19 0 19 0 0 0
504 U.S. Military Academy 1,060 257 479 18 0 0 0 18 0
505 Savannah State U. 0 71 62 16 0 16 0 0 0
506 U. Louisiana, Monroe 0 9 1 12 0 12 0 0 0
507 Morehead State U. 553 284 259 11 11 0 0 0 0
508 Mercer U. 156 28 19 10 0 10 0 0 0
508 U. Washington, Bothell 0 8 0 10 0 0 0 0 10
510 Stockton U. ne 72 38 9 0 0 0 9 0
511 Eastern Connecticut State U. ne 3 0 4 0 0 0 0 4
512 Nicholls State U. 3 21 16 1 0 1 0 0 0
All other surveyed institutions 21,613 13,097 8,459 0 0 0 0 0 0