Table 49. Total and federally financed higher education R&D expenditures in chemistry, ranked by FY 2018 total: FYs 2015–18

(Dollars in thousands)

Institution Rank Total Federally financed
2015 2016 2017 2018 2015 2016 2017 2018
All institutions - 1,757,380 1,773,657 1,793,423 1,876,128 1,095,125 1,097,525 1,098,080 1,136,317
U. California, San Francisco 1 50,957 56,160 62,673 62,661 34,434 32,089 36,290 35,467
California Institute of Technology 2 40,577 49,285 51,531 46,180 40,577 32,317 34,064 30,824
Tufts U. 3 4,861 7,927 5,626 42,537 4,215 6,765 4,748 26,222
Northwestern U. 4 34,334 39,855 38,954 39,150 22,568 25,244 24,200 23,691
U. California, Berkeley 5 31,324 31,346 31,246 32,164 16,035 16,604 15,755 16,256
Massachusetts Institute of Technology 6 24,143 26,701 26,165 31,921 15,441 16,343 15,292 20,339
U. Illinois, Urbana-Champaign 7 32,678 33,655 28,988 31,819 20,961 21,087 18,268 19,818
Harvard U. 8 32,068 30,835 31,204 29,444 21,885 21,562 20,957 20,642
U. Michigan, Ann Arbor 9 24,714 25,176 27,654 29,285 16,131 15,712 18,091 17,947
Georgia Institute of Technology 10 28,610 25,127 24,609 26,409 20,351 16,097 15,267 16,774
U. Notre Dame 11 23,201 25,089 26,177 26,254 13,874 14,767 16,340 16,038
Cornell U. 12 21,596 24,456 25,643 25,958 13,769 17,258 19,658 15,966
U. Houston 13 16,915 21,419 21,216 25,126 2,173 2,840 2,457 2,511
U. Wisconsin-Madison 14 23,673 25,147 23,685 24,620 14,165 15,073 14,400 15,032
Texas A&M U., College Station and Health Science Center 15 28,293 25,688 26,392 24,441 8,956 6,666 7,369 6,994
U. Chicago 16 17,034 18,920 24,093 23,476 12,446 14,304 18,605 18,284
Johns Hopkins U.a 17 21,871 i 25,874 i 23,404 i 23,237 i 20,705 24,735 22,193 21,621
Florida State U. 18 19,396 19,683 21,256 22,901 11,553 8,734 9,591 12,016
Stanford U. 19 21,619 26,757 26,834 22,807 16,288 21,963 23,436 19,329
U. North Carolina, Chapel Hill 20 19,397 23,485 22,182 22,770 12,986 14,175 15,211 16,730
Purdue U., West Lafayette 21 17,547 21,592 21,437 22,723 9,186 10,822 11,275 10,704
U. California, San Diego 22 34,573 30,337 28,237 22,362 27,811 23,320 22,566 19,106
Princeton U. 23 24,018 18,810 19,914 22,158 11,623 8,325 9,306 10,722
Yale U. 24 22,674 23,208 22,551 21,752 11,172 11,970 12,697 13,731
U. California, Irvine 25 22,280 21,203 22,957 21,325 15,560 15,007 15,099 14,279
U. Washington, Seattle 26 20,420 22,724 22,484 21,246 18,329 19,348 19,125 17,773
Emory U. 27 23,894 20,126 18,470 19,743 11,200 12,479 11,878 12,453
U. California, Los Angeles 28 16,327 17,147 17,222 18,893 12,257 12,549 12,045 12,928
U. Pennsylvania 29 10,595 13,506 15,403 18,743 9,308 11,775 11,081 11,489
U. Minnesota, Twin Cities 30 19,700 19,695 18,708 18,303 12,332 12,869 11,791 12,370
Pennsylvania State U., University Park and Hershey Medical Center 31 18,141 18,248 17,085 18,013 10,710 11,037 10,279 9,695
U. Pittsburgh, Pittsburgh 32 13,317 14,999 19,075 17,627 6,539 7,824 9,138 9,569
Indiana U., Bloomington 33 17,001 16,277 18,262 17,613 8,147 8,542 9,961 11,681
U. Utah 34 11,963 14,447 15,140 15,935 i 8,972 10,292 12,048 10,084
Ohio State U. 35 20,443 15,043 14,696 15,804 10,546 12,458 12,169 12,628
U. Georgia 36 7,824 9,835 8,403 15,528 3,056 3,551 3,667 3,512
U. Texas, Austin 37 19,934 18,227 15,040 15,216 10,522 10,287 7,646 7,278
Vanderbilt U. and Vanderbilt U. Medical Center 38 28,687 16,897 17,906 14,798 17,630 10,557 9,304 7,581
Iowa State U. 39 12,082 8,746 10,338 14,074 3,382 4,137 4,715 8,084
U. Arizona 40 12,932 12,206 13,025 13,525 7,516 7,079 8,169 7,711
Rice U. 41 18,164 17,721 15,323 13,430 6,778 7,284 7,371 5,433
Boston U. 42 9,173 9,864 11,420 13,092 5,594 5,856 7,468 7,975
SUNY, Binghamton U. 43 8,769 10,616 11,800 13,084 3,165 4,463 4,981 4,588
U. Massachusetts, Amherst 44 15,408 12,359 11,433 12,489 9,061 9,748 7,149 7,795
U. Nebraska, Lincoln 45 7,426 7,750 7,942 12,332 3,871 4,431 4,471 6,848
New York U. 46 9,182 9,760 11,525 12,254 8,139 9,244 9,849 10,777
U. Southern California 47 13,984 15,831 12,856 12,180 5,855 7,696 7,625 7,703
Virginia Polytechnic Institute and State U. 48 8,526 8,691 9,149 12,149 3,614 4,688 4,893 6,950
U. Florida 49 10,073 10,408 10,424 11,850 5,081 4,967 5,749 6,292
U. Virginia, Charlottesville 50 7,528 8,714 11,775 11,746 4,831 5,686 6,266 7,132
U. California, Santa Barbara 51 9,269 7,511 10,179 11,676 7,005 4,253 6,814 7,982
Washington U., Saint Louis 52 7,875 8,905 11,152 11,486 6,175 7,144 7,603 7,419
Florida International U. 53 3,914 3,768 7,254 11,455 2,488 2,361 5,503 5,561
Arizona State U. 54 12,925 11,522 12,588 11,314 6,978 5,848 5,546 5,827
U. California, Davis 55 12,733 13,683 12,276 11,110 7,815 8,496 8,556 7,774
U. Southern Mississippi 56 10,213 11,180 11,125 11,054 5,715 7,287 7,350 8,358
Columbia U. in the City of New York 57 11,298 11,188 12,809 11,038 8,251 8,426 9,903 8,906
U. Oklahoma, Norman and Health Science Center 58 8,304 7,971 8,491 10,818 6,584 6,523 6,654 7,849
U. Maryland, College Park 59 11,774 13,864 9,694 10,672 7,936 11,376 6,969 6,455
Michigan State U. 60 9,126 9,390 11,204 10,641 5,760 6,014 6,621 6,757
SUNY, Stony Brook U. 61 14,693 16,800 15,342 10,403 8,406 7,414 7,739 7,694
U. Akron 62 17,346 11,618 11,100 10,295 2,582 2,590 3,455 3,213
Wayne State U. 63 10,429 8,549 7,441 10,072 6,551 5,660 4,846 5,703
U. South Carolina, Columbia 64 10,748 10,090 8,779 9,958 4,609 4,811 4,997 6,008
Colorado State U., Fort Collins 65 9,137 9,913 7,768 9,944 5,216 5,105 4,816 6,907
Washington State U. 66 10,312 8,462 8,145 9,930 7,341 5,686 5,472 6,544
Louisiana State U., Baton Rouge 67 7,922 7,938 7,054 9,652 3,778 3,709 3,440 4,119
Duke U. 68 7,803 8,973 8,425 9,293 5,865 6,405 5,856 7,228
SUNY, U. Buffalo 69 8,565 8,746 9,102 9,069 4,943 5,324 5,566 5,798
Carnegie Mellon U. 70 4,054 5,268 8,706 9,028 3,245 3,164 3,057 3,122
U. Colorado Boulder 71 22,995 16,961 12,078 8,937 18,675 14,226 10,510 7,298
U. Delaware 72 8,529 9,044 8,919 8,752 7,014 7,675 7,255 7,112
U. California, Riverside 73 7,400 9,179 9,142 8,602 5,808 7,387 7,249 6,557
U. Tennessee, Knoxville 74 6,942 8,093 8,162 8,481 4,503 4,305 5,244 4,300
U. Texas, San Antonio 75 3,401 4,366 10,155 8,475 1,298 1,758 3,175 1,875
Dartmouth C. 76 3,396 4,850 8,605 8,435 2,829 2,341 2,146 2,619
Georgia State U. 77 6,698 7,555 8,298 8,188 4,554 5,205 5,678 4,860
Texas Tech U. 78 6,853 7,047 6,245 7,703 1,496 1,352 1,410 2,510
U. Illinois, Chicago 79 6,296 8,402 8,130 7,653 3,666 4,036 5,002 4,506
North Carolina State U. 80 8,012 6,522 8,261 7,648 4,794 5,031 5,580 5,494
Jackson State U. 81 4,881 5,177 5,813 7,222 4,510 4,673 5,281 6,848
U. South Florida, Tampa 82 5,090 5,311 6,711 6,929 1,882 2,105 3,256 3,201
Xavier U. Louisiana 83 4,187 7,021 8,007 6,921 3,936 6,996 7,956 6,697
U. California, Santa Cruz 84 7,785 9,547 6,322 6,840 5,351 7,031 4,568 4,219
Boston C. 85 5,384 5,864 6,137 6,530 3,658 4,089 4,412 4,805
Temple U. 86 6,282 7,491 7,122 6,458 3,296 4,419 5,003 5,078
U. Texas, El Paso 87 3,112 6,071 5,735 6,456 2,113 3,458 3,524 4,026
New Mexico State U. 88 7,422 6,173 8,414 6,411 5,570 4,872 6,826 5,348
U. Oregon 89 6,532 4,581 4,720 6,286 5,382 3,834 3,030 3,605
Northeastern U. 90 8,797 6,346 5,716 6,270 5,194 3,149 2,962 4,218
Montana State U., Bozeman 91 9,312 7,861 5,951 6,178 7,259 6,059 4,860 5,110
U. Arkansas, Fayetteville 92 4,915 5,066 5,123 6,092 2,521 1,591 1,942 2,262
SUNY, U. Albany 93 3,650 2,759 4,460 5,947 1,817 1,491 1,338 2,759
CUNY, City C. 94 5,344 5,879 5,920 5,779 3,991 3,672 4,115 4,351
Rockefeller U. 95 7,031 6,278 5,774 5,669 4,065 3,527 3,570 3,261
Rensselaer Polytechnic Institute 96 3,689 6,178 7,338 5,560 2,301 2,764 3,371 3,075
U. Iowa 97 6,420 6,596 5,738 5,293 3,814 5,007 3,937 3,835
Mississippi State U. 98 4,431 5,046 5,472 5,228 815 1,081 1,682 1,603
U. Connecticut 99 5,900 5,753 5,319 5,170 3,443 3,832 3,522 3,297
Brown U. 100 6,957 i 6,892 3,498 5,160 2,657 2,909 2,087 3,230
Oklahoma State U., Stillwater 101 5,051 4,597 5,474 5,074 1,395 1,826 1,864 1,363
Clemson U. 102 3,673 3,598 3,950 4,957 1,925 1,770 2,540 2,865
U. Missouri, Columbia 103 3,642 4,369 4,142 4,888 3,319 4,039 3,791 4,561
U. Texas, Arlington 104 2,054 4,849 4,307 4,776 1,192 1,058 1,210 1,228
West Virginia U. 105 2,496 2,520 2,742 4,761 1,226 1,467 1,641 2,691
Kansas State U. 106 3,034 2,191 3,002 4,750 1,893 1,428 2,164 3,037
U. Cincinnati 107 3,699 5,004 4,672 4,704 1,874 3,163 2,655 2,199
U. Kentucky 108 3,562 3,934 4,092 4,703 2,246 2,734 2,579 3,001
U. Kansas 109 11,562 6,451 6,746 4,670 9,012 5,180 5,945 3,761
U. Central Florida 110 6,894 2,926 4,191 4,622 2,961 1,248 1,489 1,667
Rutgers, State U. New Jersey, New Brunswick 111 23,254 22,187 9,066 4,606 19,791 17,039 4,188 3,529
U. Nevada, Las Vegas 112 3,706 5,153 4,048 4,491 2,385 2,834 2,922 2,984
U. Alabama, Tuscaloosa 113 2,851 4,036 3,795 4,382 1,942 2,514 2,563 2,500
Auburn U., Auburn 114 1,558 1,645 4,441 4,298 1,067 1,075 1,179 1,355
U. Nevada, Reno 115 1,762 2,129 2,049 4,285 435 793 833 1,888
Baylor U. 116 4,261 5,296 4,741 4,279 785 977 1,320 921
U. Rochester 117 5,407 4,612 4,601 4,195 4,307 3,639 3,668 3,568
U. Wisconsin-Milwaukee 118 5,339 4,784 4,945 4,080 3,110 3,798 3,567 2,555
North Dakota State U. 119 8,388 6,408 4,865 4,067 5,243 3,394 2,769 1,806
California State U., Los Angeles 120 873 1,244 3,715 4,040 858 1,227 3,637 3,894
Syracuse U. 121 2,234 2,378 4,018 4,005 1,162 1,038 1,058 1,037
U. Maryland, Baltimore County 122 3,572 3,925 4,930 3,977 2,527 3,206 3,777 2,893
U. Massachusetts, Lowell 123 4,550 3,341 2,671 3,948 2,664 1,519 771 422
California State U., Long Beach 124 1,027 2,271 3,230 3,819 901 1,936 3,061 3,660
U. New Mexico 125 2,953 3,138 3,145 3,678 2,506 2,618 2,710 3,006
U. Mississippi 126 1,991 3,577 4,810 3,599 1,435 1,810 2,387 2,169
San Diego State U. 127 1,689 2,206 2,782 3,581 578 1,035 1,361 2,481
Colorado School of Mines 128 2,631 3,949 3,794 3,576 1,998 2,148 2,604 3,080
George Washington U. 129 1,730 3,462 3,440 3,492 1,262 2,397 2,296 2,048
Howard U. 130 8,607 1,999 2,969 3,457 7,217 1,588 2,611 2,994
Georgetown U. 131 3,835 2,565 3,863 3,369 2,237 1,708 2,207 2,627
Portland State U. 132 2,744 3,268 3,576 3,360 2,431 2,563 2,558 2,151
U. North Texas, Denton 133 3,913 3,127 4,886 3,314 1,589 1,374 1,734 1,191
U. Texas, Dallas 134 3,049 3,615 4,784 3,306 1,043 950 1,156 1,048
Lehigh U. 135 3,353 2,898 2,655 3,184 2,562 1,856 1,532 2,137
Brandeis U. 136 2,792 i 2,512 3,428 i 3,137 1,666 1,923 2,426 2,470
CUNY, Hunter C. 137 3,921 3,121 2,274 3,119 2,176 1,914 1,398 2,288
Utah State U. 138 2,241 2,434 1,630 3,075 1,508 1,418 1,084 1,354
South Dakota State U. 139 2,820 3,593 3,911 2,960 926 614 983 1,149
U. Denver 140 1,930 2,316 3,278 2,944 1,489 1,374 2,213 1,916
Brigham Young U., Provo 141 3,125 3,432 3,025 2,942 1,160 2,012 2,254 2,514
Oregon State U. 142 2,243 3,623 2,550 2,916 1,569 2,802 2,055 2,378
Case Western Reserve U. 143 4,259 3,056 3,387 2,868 2,923 2,206 2,597 2,233
U. North Carolina, Greensboro 144 2,074 2,558 2,984 2,701 1,514 2,091 2,616 2,291
Old Dominion U. 145 2,374 2,519 3,249 2,687 1,727 1,501 2,314 2,126
Marquette U. 146 1,821 1,595 1,538 2,639 1,103 1,111 1,025 1,467
Missouri U. of Science and Technology 147 2,939 2,943 2,321 2,595 1,988 2,016 1,516 1,985
New Jersey Institute of Technology 148 2,239 2,748 2,262 2,538 590 592 530 700
U. Wyoming 149 2,203 1,338 907 2,484 1,693 1,289 902 679
U. Rhode Island 150 5,014 4,181 2,726 2,469 4,407 3,593 2,272 1,855
Duquesne U. 151 3,740 2,510 2,178 2,436 1,293 782 579 721
Bowling Green State U. 152 2,685 2,859 1,798 2,390 1,964 1,981 1,172 969
U. Toledo 153 3,603 2,521 1,604 2,367 2,263 1,404 1,359 1,355
U. North Dakota 154 1,102 5,475 2,437 2,306 750 5,161 806 560
Virginia Commonwealth U. 155 4,982 1,668 1,945 2,287 4,624 1,543 1,590 1,174
U. California, Merced 156 3,821 2,654 3,087 2,280 2,622 1,888 2,408 1,630
U. Alabama, Birmingham 157 781 1,060 1,781 2,239 679 977 1,255 1,739
U. Montana, Missoula 158 2,558 2,843 3,432 2,184 2,254 1,737 1,613 2,091
Florida Atlantic U. 159 579 1,134 2,827 2,181 465 1,010 1,447 1,258
Southern Illinois U., Carbondale 160 968 1,130 2,050 2,118 474 689 1,212 1,178
San Francisco State U. 161 2,067 1,627 2,165 2,106 1,004 520 901 417
Worcester Polytechnic Institute 162 1,015 1,989 2,342 2,035 491 1,079 1,602 1,589
Rutgers, State U. New Jersey, Newark 163 1,107 745 1,844 2,000 713 685 1,278 1,559
U. Missouri, Saint Louis 164 1,598 1,548 1,607 1,985 775 615 1,077 1,363
Indiana U.-Purdue U., Indianapolis 165 1,172 1,259 1,590 1,912 671 752 760 1,075
Tulane U. 166 2,785 2,871 2,337 1,866 1,698 1,369 1,480 1,231
CUNY, Lehman C. 167 405 1,511 1,562 1,821 405 1,488 1,558 1,821
U. Puerto Rico, Rio Piedras 168 5,147 5,342 3,631 1,809 4,739 4,927 3,165 1,517
Miami U. 169 2,514 976 1,694 1,786 1,574 0 428 521
U. Miami 170 1,927 2,418 1,923 1,782 1,321 1,545 1,160 1,193
U. Hawaii, Manoa 171 2,019 2,054 2,103 1,750 1,508 1,404 1,692 1,431
U. South Dakota 172 2,652 2,250 1,517 1,737 1,320 1,010 747 548
U. New Hampshire 173 737 1,425 1,212 1,677 720 768 811 828
U. Alabama, Huntsville 174 999 830 881 1,648 9 28 197 169
Florida A&M U. 175 0 483 5 1,628 0 460 5 1,628
Mercer U. 176 6 10 20 1,613 6 0 0 0
Saint Louis U. 177 723 685 952 1,580 476 510 566 830
Michigan Technological U. 178 1,089 1,978 1,446 1,556 106 773 214 402
Texas State U. 179 2,182 1,572 1,351 1,513 1,466 1,252 1,351 1,012
Drexel U. 180 180 387 935 1,494 23 117 319 629
Northern Illinois U. 181 444 547 407 1,458 379 410 217 649
U. North Carolina, general administration 182 0 0 0 1,452 0 0 0 0
U. Memphis 183 1,041 1,564 1,055 1,409 536 888 657 713
U. Vermont 184 670 775 1,298 1,395 552 509 514 1,187
Kent State U. 185 2,690 1,595 1,980 1,390 750 629 695 550
Villanova U. 186 493 661 1,082 1,371 120 204 58 271
Wesleyan U. 186 665 829 681 1,371 300 411 398 695
Northern Arizona U. 188 303 417 922 1,355 71 296 576 1,094
U. New Orleans 189 2,684 2,021 1,597 1,328 1,179 1,027 765 616
American U. 190 528 599 651 1,300 129 166 234 738
Delaware State U. 191 861 1,561 836 1,275 313 1,304 686 1,020
U. Louisville 192 1,746 1,301 1,063 1,260 1,438 862 782 879
U. Massachusetts, Boston 193 1,267 924 858 1,252 871 619 548 735
Trinity U. 194 961 674 808 1,237 514 282 202 673
San Jose State U. 195 708 643 766 1,234 571 416 654 1,024
U.S. Naval Academy 196 1,146 1,130 1,613 1,223 1,072 1,092 1,590 1,157
CUNY, Brooklyn C. 197 1,265 1,475 1,551 1,168 1,097 1,367 1,445 1,049
Alabama A&M U. 198 1,017 i 1,052 i 1,099 i 1,161 i 810 i 828 i 858 i 918 i
Furman U. 199 1,317 1,211 1,286 1,146 770 618 746 527
Oakland U. 200 1,240 1,286 1,189 1,136 729 830 827 767
James Madison U. 201 189 192 264 1,123 127 59 90 147
Loyola U., Chicago 202 805 1,115 844 1,111 569 451 514 726
Southern Methodist U. 203 723 1,121 1,261 1,102 316 479 700 740
Western Kentucky U. 204 2,280 1,113 1,363 1,063 1,159 657 485 546
Southern Illinois U., Edwardsville 205 240 144 547 1,026 44 16 175 299
U. Massachusetts, Dartmouth 206 1,315 840 949 996 470 123 165 158
Clark Atlanta U. 207 2,418 1,600 1,351 992 1,872 1,299 1,068 960
Western Washington U. 208 766 585 870 964 486 389 387 487
California State Polytechnic U., Pomona 209 3 10 134 959 0 0 128 664
Rochester Institute of Technology 210 421 619 950 929 314 457 662 632
North Carolina Agricultural and Technical State U. 211 60 45 154 917 55 31 134 462
U. Arkansas, Little Rock 212 317 490 82 901 226 355 51 603
Boise State U. 213 444 359 299 900 277 186 113 417
U. Maine 214 112 25 755 888 5 0 240 347
U. North Carolina, Charlotte 215 447 552 517 882 436 529 499 866
U. Idaho 216 1,602 2,063 1,336 881 785 1,042 781 315
Salish Kootenai C. 217 0 561 665 869 0 561 665 869
East Carolina U. 218 151 90 75 868 101 62 22 419
Chicago State U. 219 ne 0 ne 865 ne 0 ne 865
Louisiana Tech U. 220 1,405 737 637 853 879 392 119 243
U. Louisiana, Lafayette 220 510 591 630 853 6 4 71 114
Tougaloo C. 222 0 0 80 848 0 0 80 848
Hope C. 223 1,020 740 1,196 826 514 563 323 264
Tennessee Technological U. 224 345 1,274 653 820 255 862 403 549
CUNY, Queens C. 225 1,101 1,095 773 815 953 1,008 723 685
Harvey Mudd C. 226 153 436 260 803 44 275 82 584
Kennesaw State U. 227 158 231 1,857 798 101 227 365 324
Franklin and Marshall C. 228 236 288 411 780 0 218 237 579
California State U., Dominguez Hills 229 457 698 722 778 457 515 523 581
U. Minnesota, Duluth 230 1,097 705 627 775 569 262 242 254
Clarkson U. 231 1,121 1,029 837 772 371 544 291 343
Cleveland State U. 232 591 i 1,300 1,314 763 151 166 0 109
Ohio U. 233 2,853 i 1,027 i 1,162 i 756 i 1,493 293 216 197
U. Colorado Denver and Anschutz Medical Campus 234 467 502 773 741 426 416 683 710
New Mexico Highlands U. 235 ne 857 724 714 ne 854 722 675
U. Northern Iowa 236 382 180 492 705 207 55 328 472
C. of William and Mary and Virginia Institute of Marine Science 237 235 583 462 699 110 446 371 592
South Dakota School of Mines and Technology 238 1,080 1,450 935 685 872 1,138 536 539
U. Maryland Center for Environmental Science 238 0 0 841 685 0 0 16 211
Ball State U. 240 167 408 384 677 43 255 256 361
Wright State U. 241 710 596 457 675 315 300 245 387
U. San Diego 242 396 384 588 673 297 304 405 403
U. of the Sciences Philadelphia 243 440 254 437 669 175 61 272 267
Catholic U. of America 244 557 608 586 662 449 468 462 540
Amherst C. 245 974 872 747 654 421 37 106 126
Texas Christian U. 246 557 445 530 649 315 272 278 158
U. Texas Rio Grande Valley 247 na 813 1,079 642 na 581 860 537
Swarthmore C. 248 141 290 514 628 116 187 169 245
U.S. Air Force Academy 249 801 1,169 703 627 396 548 82 46
New Mexico Institute of Mining and Technology 250 623 1,216 574 624 595 1,216 574 615
Grinnell C. 251 378 308 586 621 50 88 96 58
Spelman C. 252 274 165 184 620 274 165 184 620
U. Puerto Rico, Mayaguez 253 2,974 1,981 1,348 618 2,341 1,338 835 382
Wichita State U. 254 713 613 655 607 524 361 373 410
Claflin U. 255 630 656 484 600 628 656 484 600
Grand Valley State U. 256 415 606 432 599 386 569 398 571
Georgia Southern U. 257 4,308 613 548 598 275 127 85 108
Southern U. and A&M C., Baton Rouge 258 113 121 664 592 113 121 526 310
Western Michigan U. and Homer Stryker M.D. School of Medicine 259 820 733 631 587 415 492 501 273
Creighton U. 260 836 i 746 i 736 i 583 i 395 i 405 i 303 i 196 i
Arkansas State U., Jonesboro 261 689 775 877 578 526 617 737 320
Florida Institute of Technology 262 1,124 1,219 842 571 831 714 468 186
California State U., Fresno 263 171 593 632 562 88 358 408 431
Rowan U. 264 226 438 509 560 24 100 139 139
C. Wooster 265 178 i ne 200 554 52 i ne 67 379
Connecticut C. 266 743 867 634 538 337 424 305 247
Grambling State U. 267 468 536 578 525 373 378 301 381
SUNY, Oswego 267 ne ne 498 525 ne ne 407 351
Benedict C. 269 286 372 314 518 286 372 314 518
Bryn Mawr C. 270 672 687 512 510 115 165 108 158
Illinois State U. 271 449 369 457 501 355 314 378 390
Chapman U. 272 0 0 607 491 0 0 152 346
Marshall U. 273 858 561 642 483 637 312 226 258
Macalester C. 274 188 231 536 447 162 129 268 256
Wellesley C. 275 64 1,114 470 438 44 1,064 426 408
Illinois Institute of Technology 276 304 763 646 433 221 631 557 395
Calvin C. 277 418 i 319 551 422 356 i 274 500 372
Colby C. 278 423 355 268 420 338 283 201 359
Idaho State U. 279 377 355 330 418 342 326 309 363
Vassar C. 280 142 i 316 159 416 i 0 316 159 416 i
California State U., Fullerton 281 371 472 241 414 344 389 205 404
U. Richmond 282 558 508 517 411 360 346 384 232
Carleton C. 283 325 53 142 410 0 0 67 219
Colgate U. 284 430 555 199 409 315 404 105 271
U. Arkansas, Pine Bluff 285 336 493 326 405 255 387 250 315
U. Wisconsin-Eau Claire 285 ne 301 513 405 ne 205 413 307
Norfolk State U. 287 134 140 110 404 123 123 93 404
CUNY, C. Staten Island 288 658 909 425 399 i 389 761 286 266 i
Bucknell U. 289 512 316 i 356 i 396 298 20 i 19 i 18
Morehouse C. 290 0 108 96 391 0 108 96 391
Pomona C. 290 350 618 409 391 105 247 119 158
Wake Forest U. 290 566 789 606 391 498 709 593 389
U. North Carolina, Wilmington 293 353 499 320 388 326 452 278 312
Allegheny C. 294 ne 227 267 385 ne 209 221 329
California State U., Northridge 294 880 642 633 385 819 615 596 369
Oberlin C. 296 309 356 497 381 194 311 435 262
U. del Turabo 297 141 285 235 362 0 0 0 144
Barnard C. 298 221 330 443 361 172 243 389 361
U. Central Arkansas 299 201 216 341 356 161 143 295 289
Sam Houston State U. 300 406 310 361 353 317 223 258 239
West Virginia State U. 300 745 145 204 353 567 119 204 353
Pace U. 302 386 332 350 349 43 0 0 0
California Polytechnic State U., San Luis Obispo 303 330 402 409 348 123 156 218 252
St. Edward's U. 304 300 300 650 345 300 300 520 230
U. North Florida 305 543 376 349 343 428 99 59 143
Texas A&M U.-Corpus Christi 306 280 366 332 341 0 209 299 198
CUNY, Advanced Science Research Center 307 0 ne 372 340 0 ne 345 293
CUNY, Medgar Evers C. 308 62 ne 313 339 59 ne 281 304
CUNY, John Jay C. of Criminal Justice 309 24 115 150 329 0 112 110 249
Haverford C. 310 314 i 315 i 424 i 320 i 220 224 339 221
U. Puerto Rico, Humacao 311 222 ne ne 313 222 ne ne 287
U. Missouri, Kansas City 312 386 404 394 312 197 219 88 133
Purdue U., Northwest 313 na na 229 305 na na 212 284
U. Tulsa 314 555 149 422 300 256 0 85 51
Middle Tennessee State U. 315 271 265 679 299 264 158 426 198
Naval Postgraduate School 315 496 367 395 299 496 367 395 299
Davidson C. 317 157 61 394 294 15 0 345 215
Northern Kentucky U. 318 521 435 275 292 380 275 196 176
Bates C. 319 286 178 302 291 106 128 209 252
Santa Clara U. 320 81 116 242 289 75 116 232 233
U. South Alabama 321 493 266 262 278 314 242 234 239
Trinity C., Hartford 322 23 90 207 275 0 38 166 129
Mount Holyoke C. 323 307 88 152 263 96 77 142 260
Montclair State U. 324 593 123 187 256 282 116 167 242
Winthrop U. 325 621 309 213 254 473 137 52 95
Doane U. 326 339 ne ne 251 309 ne ne 166
Azusa Pacific U. 327 0 279 229 250 0 46 40 44
Loyola Marymount U. 328 231 21 162 249 93 0 23 131
St. John's U., New York 329 777 564 826 248 119 109 118 142
C. Charleston 330 1,186 249 198 245 543 63 81 103
Clark U. 331 311 149 91 243 132 6 0 74
Reed C. 331 335 427 82 243 148 105 0 19
U. Wisconsin-La Crosse 333 301 274 248 242 164 147 126 84
Skidmore C. 334 209 190 175 241 78 65 70 128
Roger Williams U. 335 529 775 573 234 529 560 451 90
Tuskegee U. 336 343 i 282 i 282 i 229 270 i 229 229 229
West Chester U. Pennsylvania 336 169 242 475 229 5 24 28 0
Johnson C. Smith U. 338 ne 69 0 228 ne 69 0 228
Texas A&M U.-Commerce 339 228 152 127 227 162 85 62 104
Willamette U. 340 149 116 131 225 0 0 9 145
Prairie View A&M U. 341 721 403 447 224 660 290 349 163
Smith C. 342 133 147 161 221 62 89 88 142
Towson U. 343 179 442 199 217 1 395 7 84
Southeastern Louisiana U. 344 466 102 130 216 308 25 31 54
Augustana U. 345 0 ne 357 201 0 ne 333 189
U. North Carolina, Asheville 345 207 370 167 201 205 315 145 190
Texas Southern U. 347 392 200 126 196 377 160 99 139
Western Carolina U. 347 0 174 157 196 0 65 93 144
Murray State U. 349 202 53 53 194 156 21 41 157
Saint Joseph's U. 349 147 202 176 194 72 37 9 0
Bowdoin C. 351 197 97 118 193 144 86 95 162
Central Michigan U. 352 664 499 283 192 338 253 142 86
Occidental C. 353 65 40 76 191 37 33 45 177
Pacific U. 354 14 12 243 188 11 0 121 113
U. of St. Thomas (MN) 355 ne 270 239 187 ne 17 23 49
St. Olaf C. 356 227 249 244 186 116 145 105 69
Colorado C. 357 128 110 129 183 0 0 0 0
Winston-Salem State U. 358 ne 474 309 180 ne 474 309 180
Eastern Washington U. 359 107 116 70 179 88 116 70 179
U. New Haven 360 0 0 0 178 0 0 0 1
Lafayette C. 361 165 102 125 177 140 73 113 152
U. Northern Colorado 362 502 7 31 176 251 0 0 0
Providence C. 363 144 97 150 175 111 74 85 94
New York Institute of Technology 364 0 0 0 174 0 0 0 174
Appalachian State U. 365 266 160 127 162 53 125 96 147
U. Nebraska, Kearney 365 482 278 562 162 87 71 0 101
Siena C. 367 101 212 224 161 0 126 156 124
Elizabeth City State U. 368 746 817 566 160 745 817 566 160
Lewis and Clark C. 368 487 393 294 160 174 157 129 50
California State U., Sacramento 370 77 58 177 156 24 13 99 92
Quinnipiac U. 370 151 i ne 162 i 156 i 96 i ne 106 i 102 i
Williams C. 372 244 183 145 155 107 75 45 53
Middlebury C. 373 160 177 192 153 160 177 188 131
William Paterson U. 373 ne 34 57 153 ne 0 0 0
Bradley U. 375 209 593 69 150 70 526 36 45
Eastern Michigan U. 375 22 324 240 150 0 0 0 0
Gettysburg C. 377 ne ne 45 i 149 ne ne 9 112
Saint Michael's C. 378 59 16 36 146 16 12 2 0
Niagara U. 379 121 44 144 145 0 0 0 0
C. of Saint Benedict 380 158 235 118 140 19 3 16 22
Albany State U. 381 482 358 78 137 482 358 78 137
Kettering U. 382 39 128 78 133 0 128 43 84
SUNY, C. of Environmental Science and Forestry 382 411 308 307 133 170 145 162 14
Kenyon C. 384 ne ne ne 131 ne ne ne 0
New Jersey City U. 385 ne ne 126 130 ne ne 126 130
North Carolina Central U. 386 726 207 416 128 719 175 409 0
Lamar U. 387 114 211 121 126 0 100 78 2
Augsburg U. 388 197 205 190 119 192 202 186 119
Central Washington U. 389 155 182 183 115 106 123 146 71
U. of the Pacific 390 312 268 58 114 310 268 58 114
Salisbury U. 391 62 171 159 111 0 94 57 38
Montana Tech of U. Montana 392 261 276 243 110 261 244 217 77
Albion C. 393 ne ne 131 108 ne ne 0 0
Fisk U. 393 692 i 412 717 108 692 i 412 717 108
U. South Carolina, Aiken 393 0 225 0 108 0 225 0 0
Saint John's U., Collegeville 396 127 206 91 106 0 0 0 0
U. Wisconsin-River Falls 397 ne ne 130 103 ne ne 130 103
Pepperdine U. 398 24 88 60 99 0 0 0 0
U. Wisconsin-Stevens Point 399 92 i 77 i 80 i 94 i 44 i 31 i 32 i 37 i
Stephen F. Austin State U. 400 197 52 65 91 0 0 0 0
Fort Valley State U. 401 114 108 102 88 114 108 102 88
SUNY, C. Plattsburgh 401 0 0 91 88 0 0 0 72
U. Central Oklahoma 403 0 0 75 87 0 0 73 87
George Mason U. 404 109 416 145 85 103 364 95 61
Bowie State U. 405 195 21 111 83 195 21 111 83
Central State U. 405 39 0 37 83 39 0 37 83
Hamilton C. 407 103 223 155 73 17 13 0 0
U. Houston-Downtown 407 57 44 52 73 0 0 0 0
U. San Francisco 407 3 0 55 73 0 0 0 0
Tarleton State U. 410 0 40 92 70 0 0 0 0
Minnesota State U., Mankato 411 23 137 75 69 11 121 38 55
Indiana U. Pennsylvania 412 ne 15 223 68 ne 0 216 28
Eastern Kentucky U. 413 142 234 305 65 58 138 251 62
Fordham U. 414 55 173 260 63 0 0 113 0
Savannah State U. 414 62 16 157 63 58 0 140 59
Seattle U. 414 32 19 32 63 0 14 1 8
SUNY, Geneseo 414 46 55 68 63 10 2 0 0
DePaul U. 418 8 0 0 58 0 0 0 0
Gallaudet U. 419 70 434 66 54 68 335 66 54
Indiana U.-Purdue U., Fort Wayne 420 118 119 55 51 90 119 40 51
Stevens Institute of Technology 420 140 87 138 51 7 69 138 51
U. Louisiana, Monroe 422 1 12 2 50 1 12 0 26
Pennsylvania State U., Behrend 423 75 62 56 49 37 26 27 15
California State U., Chico 424 1 10 4 48 0 0 4 18
Texas A&M U.-Kingsville 424 109 62 84 48 0 0 11 0
Rider U. 426 57 58 56 46 2 0 0 13
U. Wisconsin-Oshkosh 427 47 i ne 43 i 45 i 33 i ne 35 i 36 i
Youngstown State U. 428 1,666 144 219 44 1,628 114 211 26
Augusta U. 429 0 0 102 43 0 0 0 0
West Texas A&M U. 429 80 21 41 43 52 20 3 0
Indiana State U. 431 14 0 41 42 14 0 41 42
Saginaw Valley State U. 431 27 39 49 42 2 2 21 25
U. Wisconsin-Green Bay 431 57 i 58 i 44 i 42 i 32 i 51 i 37 i 19 i
U. Wisconsin-Superior 431 ne ne ne 42 ne ne ne 0
U. Puerto Rico, Cayey 435 78 36 231 41 60 29 213 41
Union C., Schenectady 435 18 34 73 41 0 0 1 17
Claremont McKenna C. 437 ne 0 67 40 ne 0 50 39
Elon U. 438 76 51 40 38 29 11 0 0
U. Houston-Clear Lake 438 47 68 21 38 0 0 0 0
Wheaton C., Wheaton 440 125 ne 63 37 87 ne 6 6
U. Southern Maine 441 246 i 155 19 36 31 i 23 19 21
East Tennessee State U. 442 10 30 8 35 i 2 1 1 11
Biola U. 443 ne 30 i 31 i 34 i ne 19 i 19 i 21 i
U. Nebraska, Omaha 443 45 112 75 34 15 89 38 15
U. of the Incarnate Word 443 35 ne ne 34 0 ne ne 0
California State U., Channel Islands 446 185 63 10 33 136 26 0 23
Canisius C. 446 ne ne 28 33 ne ne 28 33
La Sierra U. 446 67 46 1 33 0 0 0 0
U. Texas, Tyler 446 26 37 41 33 0 0 0 0
Framingham State U. 450 ne ne 17 28 ne ne 0 17
C. New Jersey 451 ne ne 4 27 ne ne 3 24
U. New England 451 15 21 20 27 0 0 0 0
Black Hills State U. 453 181 49 115 26 90 11 71 25
Northern Michigan U. 453 ne 23 14 26 ne 0 0 0
Austin Peay State U. 455 0 0 17 25 0 0 0 0
Missouri State U. 456 85 82 17 24 83 79 17 24
Longwood U. 457 ne ne ne 22 ne ne ne 0
U. Michigan, Flint 457 ne ne 31 22 ne ne 0 0
Pittsburg State U. 459 28 33 23 21 28 33 23 21
California State U., San Bernardino 460 52 112 51 20 0 59 30 0
Rutgers, State U. New Jersey, Camden 461 19 117 9 19 0 79 2 2
Christopher Newport U. 462 7 0 11 18 0 0 0 9
California State U., Stanislaus 463 0 0 13 17 0 0 0 0
Fairfield U. 464 216 239 563 14 0 23 283 14
Tennessee State U. 464 17 7 21 14 8 5 19 14
CUNY, New York City C. of Technology 466 ne ne ne 13 ne ne ne 10
Pennsylvania State U., Harrisburg 466 3 11 15 13 0 0 3 7
Dillard U. 468 0 0 70 12 0 0 0 0
U. Dayton 468 236 114 146 12 0 3 25 0
Western Illinois U. 468 3 ne 8 12 0 ne 3 0
U. Alaska, Fairbanks 471 163 398 1,085 11 163 295 267 11
U. Detroit Mercy 471 165 55 1 11 124 1 0 0
U. Tennessee, Chattanooga 473 22 40 61 10 22 21 13 0
Whittier C. 473 ne ne ne 10 ne ne ne 0
Drake U. 475 ne 20 11 8 ne 7 8 8
Hofstra U. 475 25 21 15 8 0 0 0 0
Southern Connecticut State U. 475 38 i 19 55 8 0 i 0 0 0
Eastern Connecticut State U. 478 0 0 0 6 0 0 0 0
California State U., Bakersfield 479 147 44 88 5 0 0 0 0
Dakota State U. 479 0 0 0 5 0 0 0 0
South Carolina State U. 479 227 i 435 i 0 5 i 0 187 i 0 0 i
Texas A&M International U. 482 73 194 17 4 0 4 0 0
U. Hawaii, Hilo 482 0 0 0 4 0 0 0 0
U. of Mary Washington 482 31 ne ne 4 31 ne ne 4
Humboldt State U. 485 0 16 9 3 0 0 0 0
Lincoln U., Jefferson City 485 0 10 53 3 0 10 53 3
Morgan State U. 485 313 142 9 3 313 142 9 3
St. Cloud State U. 488 364 25 15 1 340 20 8 0
Stockton U. 488 0 0 ne 1 0 0 ne 1
All other surveyed institutions 3,686 2,745 2,186 0 2,098 2,053 1,107 0