Table 38. Total and federally financed higher education R&D expenditures in the computer and information sciences, ranked by FY 2018 total: FYs 2015–18

(Dollars in thousands)

Institution	Rank	Total								Federally financed
Institution	Rank	2015		2016		2017		2018		2015		2016		2017		2018
All institutions	-	1,962,767		2,079,398		2,193,432		2,401,405		1,419,059		1,442,763		1,497,675		1,630,640
Johns Hopkins U.^a	1	123,653	i	142,021	i	154,963	i	161,884	i	117,126		135,644		147,666		153,327
Georgia Institute of Technology	2	106,675		114,787		115,716		141,966		80,409		95,024		100,392		122,905
Carnegie Mellon U.	3	103,328		123,569		136,928		141,298		82,868		89,247		91,953		87,606
U. Southern California	4	92,058		87,870		108,804		119,500		84,298		77,573		98,323		110,462
U. Illinois, Urbana-Champaign	5	109,661		94,722		102,612		96,170		78,506		67,186		70,877		63,414
Massachusetts Institute of Technology	6	76,428		74,755		78,623		85,483		46,239		43,795		38,367		35,678
U. Texas, Austin	7	68,999		78,370		82,102		73,386		60,781		65,745		73,292		63,389
Pennsylvania State U., University Park and Hershey Medical Center	8	55,400		47,112		36,680		55,939		49,354		40,654		30,718		47,938
U. Maryland, College Park	9	40,010		44,663		45,861		46,197		25,529		32,058		33,469		31,984
U. Utah	10	30,756		28,660		0		42,025	i	21,908		21,105		0		29,213
U. California, San Diego	11	39,791		27,630		28,217		35,158		25,139		13,227		14,740		14,788
Cornell U.	12	19,462		21,673		23,220		29,162		13,530		13,971		15,995		19,565
Virginia Polytechnic Institute and State U.	13	24,646		27,386		33,035		27,614		13,496		12,523		10,386		10,746
U. Alabama, Huntsville	14	24,366		27,819		27,191		26,973		22,729		26,247		25,507		25,492
U. Central Florida	15	20,058		21,125		26,325		26,571		16,767		15,242		16,567		18,041
Indiana U., Bloomington	16	27,418		23,244		26,844		25,804		20,066		18,170		20,995		14,419
U. Chicago	17	22,160		26,991		25,014		25,407		19,592		22,395		23,149		23,594
Stanford U.	18	20,349		25,258		29,276		25,298		17,134		18,126		17,519		13,481
U. Massachusetts, Amherst	19	19,313		20,596		21,126		25,106		13,371		12,423		14,982		15,650
U. Pennsylvania	20	13,751		17,589		20,149		23,703		12,081		11,169		13,037		15,095
U. Washington, Seattle	21	18,954		23,467		29,077		23,644		13,177		13,189		12,875		12,642
Purdue U., West Lafayette	22	19,824		18,896		21,494		23,394		13,718		13,304		13,441		14,513
Columbia U. in the City of New York	23	22,684		20,091		20,479		22,654		18,375		17,116		18,299		20,584
U. Wisconsin-Madison	24	22,416		21,226		20,155		22,024		16,093		14,968		14,243		16,499
Texas A&M U., College Station and Health Science Center	25	11,444		20,849		19,007		21,960		7,151		6,876		7,431		9,668
U. Minnesota, Twin Cities	26	15,498		16,151		21,511		21,810		10,871		11,083		11,168		8,279
Ohio State U.	27	21,449		23,112		21,784		20,331		8,831		10,407		10,196		9,770
Northeastern U.	28	10,062		14,358		15,835		19,212		8,628		11,735		13,165		15,921
Arizona State U.	29	15,193		16,969		16,328		18,967		10,344		9,664		8,646		11,012
George Mason U.	30	12,781		9,916		12,248		18,745		11,667		8,984		11,045		17,583
U. North Carolina, Chapel Hill	31	17,225		15,988		14,473		18,483		14,324		14,117		12,077		13,884
New York U.	32	13,123		17,434		20,892		17,178		9,746		9,782		12,227		11,255
SUNY, U. Buffalo	33	13,215		13,314		16,352		16,731		6,135		7,200		8,512		9,566
U. California, Irvine	34	13,204		12,722		14,736		15,705		7,310		5,846		8,229		8,310
U. Virginia, Charlottesville	35	6,623		7,886		8,054		15,473		5,163		6,227		6,603		9,039
Harvard U.	36	5,603		11,229		13,534		15,431		4,854		8,090		8,443		11,290
Princeton U.	37	11,508		13,640		15,824		15,361		6,957		8,992		9,503		8,853
California Institute of Technology	38	0		1,220		9,584		15,086		0		0		8,043		12,844
U. Louisiana, Lafayette	39	8,219		8,987		17,710		15,078		4,130		2,664		2,972		4,899
Michigan State U.	40	11,478		14,567		11,077		14,890		6,365		5,338		5,119		7,598
U. California, Los Angeles	41	16,731		14,014		13,663		14,698		9,561		8,284		7,762		7,383
Florida International U.	42	12,227		14,431		10,302		14,645		5,342		9,414		6,385		11,033
Dartmouth C.	43	4,444		5,543		12,250		14,596		3,927		3,235		3,292		4,918
U. Tennessee, Knoxville	44	22,210		17,675		15,565		14,367		17,162		13,740		10,989		9,876
U. Notre Dame	45	7,817		9,309		11,524		14,217		3,735		4,852		6,163		8,902
U. Memphis	46	2,202		2,128		8,164		13,831		1,768		1,511		7,313		11,139
U. Arizona	47	7,292		8,388		9,674		13,089		6,299		5,922		7,093		6,108
Brown U.	48	15,387	i	11,838		10,670		12,539		5,686		5,639		6,810		8,359
U. Florida	49	8,648		18,436		12,606		12,515		5,015		5,875		7,736		7,201
U. Colorado Boulder	50	7,865		8,701		9,179		12,028		7,140		7,273		8,436		11,294
U. Michigan, Ann Arbor	51	7,631		8,162		10,716		12,010		4,354		3,169		4,324		5,055
Florida State U.	52	6,293		8,521		9,281		11,684		2,920		3,243		4,487		4,681
U. Illinois, Chicago	53	10,225		12,101		12,708		11,653		5,985		7,129		7,447		6,873
U. Alabama, Tuscaloosa	54	14,145		13,443		12,047		11,550		6,934		6,234		4,418		4,772
North Carolina State U.	55	14,218		12,009		11,083		11,537		11,622		9,016		8,160		8,169
U. California, Santa Barbara	56	9,989		11,732		12,511		11,397		7,339		7,541		7,073		6,670
Rice U.	57	9,717		11,729		12,583		11,281		7,939		10,362		10,707		9,709
U. Hawaii, Manoa	58	22,000		15,137		14,247		10,971		20,834		14,461		13,621		10,458
Washington State U.	59	5,201		4,322		6,346		10,746		2,494		2,516		3,320		4,170
U. California, Berkeley	60	7,014		9,899		10,339		10,454		55		194		430		389
U. Texas, San Antonio	61	4,258		6,351		8,273		10,239		2,643		4,438		5,615		7,312
Iowa State U.	62	4,465		7,240		7,731		10,194		1,373		3,341		3,891		5,675
New Jersey Institute of Technology	63	5,641		7,004		8,208		9,887		1,144		2,781		4,521		5,243
Rensselaer Polytechnic Institute	64	10,392		9,089		9,062		9,830		7,075		6,569		5,689		5,049
U. North Carolina, Charlotte	65	5,091		6,048		7,181		9,812		4,584		5,607		6,620		7,241
Oregon State U.	66	7,865		7,109		8,111		9,666		6,659		6,244		6,190		7,939
SUNY, Stony Brook U.	67	10,219		11,468		9,528		9,365		6,421		6,971		6,632		6,939
U. Nebraska, Lincoln	68	7,265		8,679		9,237		9,227		3,988		4,188		4,429		4,870
U. South Florida, Tampa	69	6,575		7,068		7,189		8,867		1,293		2,325		2,796		3,415
Rutgers, State U. New Jersey, New Brunswick	70	8,820		9,803		10,380		8,478		5,937		7,092		7,655		7,916
U. Pittsburgh, Pittsburgh	71	6,745		9,268		9,032		8,386		4,280		5,019		5,656		6,002
Rockefeller U.	72	7,667		7,597		7,751		8,029		0		0		0		0
U. California, Davis	73	8,007		9,024		6,818		7,888		6,299		6,919		4,693		5,724
Syracuse U.	74	3,939		4,441		5,488		7,723		2,471		2,239		3,238		4,724
U. Nevada, Reno	75	1,322		2,859		4,134		7,719		924		2,185		2,575		3,965
Naval Postgraduate School	76	4,918		6,264		6,531		7,718		4,540		5,093		3,682		4,004
U. Texas, Dallas	77	7,490		8,575		7,580		7,608		4,038		4,261		4,261		4,597
SUNY, Binghamton U.	78	4,998		5,197		6,405		7,442		1,300		1,422		1,986		2,135
U. California, Riverside	79	4,726		6,069		7,040		7,398		3,142		4,434		4,864		5,364
U. Houston	80	5,682		5,964		5,442		7,068		2,467		3,259		3,144		4,358
Drexel U.	81	5,608		5,393		6,125		6,599		4,000		3,349		3,684		3,964
George Washington U.	82	6,508		6,501		6,476		6,509		3,905		3,562		3,797		4,309
Louisiana State U., Baton Rouge	83	3,110		3,917		3,477		6,455		1,541		1,511		1,273		4,110
U. Maryland, Baltimore County	84	7,620		1,607		2,577		6,352		6,586		665		1,870		4,913
Mississippi State U.	85	9,534		10,515		7,073		6,328		6,270		6,791		3,637		2,716
Yale U.	86	8,220		9,137		11,375		6,309		5,070		4,026		5,819		4,257
Clemson U.	87	5,608		4,277		5,936		5,904		2,818		1,584		2,096		3,900
Duke U.	88	5,693		5,271		5,611		5,785		5,237		4,778		5,139		5,454
U. Massachusetts, Lowell	89	4,178		5,581		6,458		5,746		2,350		2,334		3,008		2,611
U. Texas, Arlington	90	4,310		4,471		4,506		5,719		1,576		2,063		2,445		2,412
U. Texas, El Paso	91	6,097		5,271		5,832		5,522		4,622		4,561		5,131		4,930
SUNY, U. Albany	92	7,617		1,818		5,034		5,277		5,693		1,818		957		1,182
U. Delaware	93	4,930		4,709		5,171		5,267		4,270		3,948		4,067		4,346
Rochester Institute of Technology	94	3,374		3,431		4,228		5,079		1,974		2,118		2,318		2,793
Boston U.	95	4,522		3,913		3,046		5,055		3,208		2,823		2,010		2,491
U. Georgia	96	4,301		3,599		5,554		4,902		1,833		1,729		2,019		1,305
North Dakota State U.	97	3,949		2,878		3,286		4,900		1,924		1,753		1,598		1,405
U. Connecticut	98	3,835		4,317		4,342		4,807		2,712		2,382		2,989		3,492
Norfolk State U.	99	565		3,796		4,306		4,474		546		3,784		4,306		4,474
Washington U., Saint Louis	100	4,111		5,242		4,633		4,465		3,706		4,543		3,658		3,820
U. New Mexico	101	4,167		5,567		5,373		4,366		2,607		4,173		4,072		2,992
Colorado State U., Fort Collins	102	3,565		4,184		5,056		4,349		3,175		3,985		4,067		3,800
Temple U.	103	3,778		4,357		4,500		4,252		2,905		3,274		3,149		2,879
U. California, Santa Cruz	104	3,424		3,155		3,225		4,235		1,796		1,457		1,591		1,838
U. Oregon	105	4,049		5,198		5,002		4,231		3,808		3,748		3,611		3,504
Texas Tech U.	106	3,750		3,641		4,040		4,135		896		985		962		1,004
U. Kansas	107	1,710		3,608		4,214		4,073		1,574		2,068		2,274		1,915
Georgetown U.	108	2,246		3,063		2,941		3,812		1,116		1,696		1,779		1,806
Dakota State U.	109	890		1,871		2,171		3,586		615		1,406		1,976		3,273
Worcester Polytechnic Institute	110	4,924		4,140		3,694		3,578		4,248		3,594		2,516		2,647
U. South Carolina, Columbia	111	1,227		1,227		2,184		3,560		1,090		1,092		1,588		1,622
U. Rochester	112	2,934		3,209		2,948		3,557		2,409		2,582		2,418		2,882
Indiana U.-Purdue U., Indianapolis	113	2,395		2,591		2,965		3,509		1,121		1,151		1,407		1,826
Kansas State U.	114	4,803		3,378		2,726		3,436		3,114		1,760		1,411		1,840
Tufts U.	115	3,141		3,801		3,710		3,392		3,022		3,518		3,369		3,315
Oklahoma State U., Stillwater	116	1,519		948		1,768		3,368		254		125		534		504
Wright State U.	117	4,565		4,271		4,008		3,259		1,831		1,516		2,204		1,755
Toyota Technological Institute, Chicago	118	2,543		2,710		2,880		3,251		1,392		1,410		1,581		1,759
Georgia State U.	119	2,102		3,266		2,908		3,192		900		1,715		1,213		1,497
Stevens Institute of Technology	120	2,119		1,945		2,253		3,169		2,098		1,926		2,229		3,100
U. Southern Mississippi	121	417		1,154		1,993		3,163		246		811		1,992		3,151
U. Kentucky	122	2,149		2,890		2,997		3,138		1,234		1,211		1,796		1,647
Illinois Institute of Technology	123	2,169		3,455		2,752		3,108		1,790		3,120		2,514		2,941
U. Tulsa	124	3,273		3,239		3,440		3,074		2,853		2,697		2,397		1,705
U. North Texas, Denton	125	4,856		3,682		2,586		3,065		2,445		2,153		1,521		1,600
U. Iowa	126	1,661		2,496		2,327		3,017		1,121		1,637		1,750		2,443
Missouri U. of Science and Technology	127	1,872		2,836		2,946		2,968		1,658		1,791		1,916		1,785
U. Oklahoma, Norman and Health Science Center	128	1,547		2,838		2,699		2,845		1,447		1,859		1,712		1,688
Auburn U., Auburn	129	0		1,331		1,799		2,653		0		93		171		602
Rutgers, State U. New Jersey, Newark	130	516		353		1,089		2,535		429		282		768		1,983
U. Arkansas, Little Rock	131	1,470		1,301		1,537		2,534		426		494		1,020		1,922
Northwestern U.	132	40		2,197		2,530		2,512		0		1,841		1,055		1,214
Tulane U.	133	0		365		1,933		2,511		0		161		1,256		1,579
Michigan Technological U.	134	1,492		2,065		2,313		2,415		524		844		909		800
Florida Institute of Technology	135	1,072		2,053		1,742		2,359		757		1,493		1,457		1,956
U. Nebraska, Omaha	136	2,389		1,877		2,021		2,287		2,110		1,379		1,038		1,298
U. North Dakota	137	228		722		1,180		2,227		125		318		400		571
U. Cincinnati	138	0		121		1,690		2,205		0		32		19		91
DePaul U.	139	4,995		4,879		3,498		2,148		1,703		1,888		2,520		1,753
C. of William and Mary and Virginia Institute of Marine Science	140	1,741		2,485		2,021		2,133		1,673		2,256		1,749		1,614
Tennessee Technological U.	141	872		762		1,690		2,096		417		477		829		1,136
New Mexico State U.	142	1,792		1,890		1,766		2,085		1,430		1,688		1,562		1,944
U. New Orleans	143	1,415		2,055		1,826		2,019		851		1,299		862		1,162
U. Massachusetts, Boston	144	2,733		2,536		2,308		1,926		1,889		1,557		1,401		1,167
Utah State U.	145	2,203		4,959		1,999		1,861		1,237		1,116		1,291		1,069
Wayne State U.	146	3,244		2,388		1,735		1,784		1,952		1,511		966		1,168
U. Nevada, Las Vegas	147	1,156		1,705		1,772		1,782		0		225		327		875
CUNY, Hunter C.	148	456		550		588		1,780		265		267		314		1,270
Old Dominion U.	149	1,316		1,710		1,755		1,778		840		1,370		1,299		1,300
U.S. Naval Academy	150	1,235		1,485		1,982		1,775		1,220		1,485		1,982		1,775
Brigham Young U., Provo	151	1,022		1,495		2,151		1,716		850		1,211		1,684		1,697
Air Force Institute of Technology	152	3,182		2,971		2,036		1,697		1,553		1,637		1,046		992
North Carolina Agricultural and Technical State U.	153	2,416		1,757		2,236		1,686		2,206		1,652		2,088		1,498
Louisiana Tech U.	154	2,770		2,329		1,729		1,684		1,383		647		175		53
U. Vermont	155	537		633		1,830		1,651		271		334		876		1,056
San Diego State U.	156	2,836		1,940		1,714		1,634		1,840		860		989		1,224
Columbia U., Teachers C.	157	459		613		1,493		1,627		242		245		764		1,235
Lehigh U.	158	1,324		1,181		1,099		1,615		866		788		802		1,019
U. Missouri, Columbia	159	2,567		2,042		1,778		1,605		2,281		1,756		1,604		1,379
U.S. Military Academy	160	1,206		1,600		198		1,600		1,206		1,600		198		1,600
Ball State U.	161	899		1,075		1,233		1,580		389		531		431		1,019
Boise State U.	162	2,634		2,341		1,911		1,565		451		419		832		833
Emory U.	163	156		314		593		1,551		141		156		0		0
U. South Alabama	164	1,157		2,070		1,829		1,533		975		1,874		1,671		1,283
U. Idaho	165	2,415		2,646		1,967		1,493		1,739		1,919		1,314		1,139
U. California, Office of the President	166	1,485		1,485		1,485		1,485		0		0		0		0
Kent State U.	167	1,808		541		1,215		1,477		330		152		312		400
U. Dayton	168	2,523		2,036		1,838		1,445		1,591		761		744		1,116
Rutgers, State U. New Jersey, Camden	169	230		189		2,629		1,442		230		180		2,122		1,243
Colorado School of Mines	170	0		0		900		1,429		0		0		630		1,117
Kennesaw State U.	170	37		238		1,129		1,429		0		0		66		123
Florida Atlantic U.	172	827		888		1,866		1,427		593		346		616		308
Brandeis U.	173	2,382	i	1,347		1,184	i	1,425		1,967		1,333		980		980
Gallaudet U.	174	467		270		493		1,384		99		3		8		311
Florida A&M U.	175	600		133		594		1,353		579		112		573		1,339
U. South Dakota	176	650		264		333		1,346		153		76		19		503
U. Maine	177	788		910		1,331		1,339		180		204		501		625
West Virginia U.	177	871		600		1,948		1,339		685		299		1,632		823
Virginia Commonwealth U.	179	382		601		893		1,331		334		562		769		1,265
U. Southern Maine	180	1,259	i	776		1,545		1,328		27	i	20		0		0
Jackson State U.	181	1,723		1,553		1,821		1,314		1,361		1,184		1,613		1,180
U. Colorado Colorado Springs	182	1,361		1,904		1,767		1,305		1,196		1,719		1,731		1,291
Texas State U.	183	1,766		1,345		2,675		1,258		1,558		877		1,027		928
Northern Illinois U.	184	411		748		944		1,252		411		571		459		451
U. Alaska, Fairbanks	185	1,876		1,850		2,489		1,202		632		800		565		315
Alabama A&M U.	186	971	i	1,001	i	1,044	i	1,179	i	838	i	857	i	888	i	988	i
Portland State U.	187	1,703		2,034		1,485		1,167		1,399		1,649		1,280		865
California State U., San Bernardino	188	38		623		691		1,155		0		519		614		1,133
Montana State U., Bozeman	189	521		724		1,043		1,102		459		573		775		988
U.S. Air Force Academy	190	3,401		4,585		703		1,044		3,129		4,301		424		755
Howard U.	191	391		2,549		1,111		1,034		363		1,996		514		432
Salisbury U.	192	175		221		246		1,023		169		147		156		171
U. Massachusetts, Dartmouth	193	304		1,049		601		973		71		74		113		115
California State U., San Marcos	194	482		631		908		964		482		631		908		964
U. Miami	195	1,507		1,140		1,298		938		1,183		702		687		721
U. Alabama, Birmingham	196	940		2,466		575		919		622		982		531		858
Northern Arizona U.	197	1,195		152		724		908		57		82		0		106
U. Missouri, Kansas City	198	1,533		760		978		905		358		129		88		87
CUNY, City C.	199	1,391		1,792		1,134		895		1,184		1,240		785		703
U. Arkansas, Fayetteville	200	2		874		628		868		0		504		124		422
U. Missouri, Saint Louis	201	0		881		925		834		0		117		26		5
U. Nebraska, central administration	202	ne		ne		ne		796		ne		ne		ne		796
U. Rhode Island	203	399		636		703		783		351		585		703		724
Purdue U., Northwest	204	na		na		320		766		na		na		287		760
U. Montana, Missoula	205	319		121		234		759		306		102		220		684
Bowie State U.	206	1,153		1,168		702		732		1,153		1,168		702		732
Ohio U.	207	88	i	943	i	0	i	729	i	62		271		0		76
U. North Carolina, general administration	208	1,607		567		550		718		67		0		0		0
Texas A&M U.-Corpus Christi	209	1,110		337		623		715		740		302		205		553
Hampton U.	210	429		484		423		714		429		484		423		714
Idaho State U.	211	380		571		605		708		380		425		493		650
San Francisco State U.	212	951		893		890		706		371		193		185		89
Miami U.	213	166		390		234		670		163		383		166		441
Creighton U.	214	730	i	795	i	740	i	645	i	457	i	516	i	386	i	282	i
Smith C.	215	382		239		624		606		366		212		579		557
U. Mississippi	216	248		604		199		604		96		88		103		53
U. Puerto Rico, Rio Piedras	217	697		1,170		688		602		619		1,143		439		510
Southern Methodist U.	218	1,100		1,578		760		597		415		804		305		116
California Polytechnic State U., San Luis Obispo	219	111		314		321		586		37		217		245		369
Harvey Mudd C.	220	1,116		1,270		802		576		834		1,136		646		454
New Mexico Institute of Mining and Technology	221	186		1,637		1,985		565		147		1,637		1,790		565
U. Houston-Downtown	222	345		58		75		551		336		50		63		550
California State U., Monterey Bay	223	454		377		465		538		271		53		49		0
U. West Florida	223	65		478		457		538		0		0		44		396
Fordham U.	225	418		357		473		534		280		195		112		283
Rowan U.	226	101		339		435		528		30		4		18		5
Boston C.	227	142		343		387		521		84		181		337		419
Towson U.	228	489		613		736		517		400		530		528		419
Southern Illinois U., Carbondale	229	700		702		499		515		118		90		73		60
CUNY, system office	230	821		739		390		508		821		734		366		458
U. Tennessee, Chattanooga	231	994		882		479		506		252		314		304		317
C. Charleston	232	334		525		603		502		301		461		443		384
Baylor U.	233	814		575		540		500		128		211		46		22
Bryn Mawr C.	234	641		851		424		497		437		465		195		209
Morgan State U.	235	37		0		137		489		37		0		137		402
Tennessee State U.	236	255		389		490		480		244		337		352		477
Claremont Graduate U.	237	0	i	418	i	432	i	478	i	0	i	371	i	379	i	415	i
Oakland U.	238	497		542		706		476		305		343		403		182
U. Alaska, Anchorage	239	63		453		226		471		44		311		189		327
Wellesley C.	240	474		562		668		469		474		562		667		464
Claflin U.	241	12		375		322		458		12		375		322		458
Xavier U. Louisiana	242	321		346		376		438		280		345		375		427
Northwestern State U. Louisiana	243	ne		445		383		407		ne		0		0		0
Morehouse C.	244	0		45		180		403		0		45		180		403
CUNY, Queens C.	245	1,017		1,406		626		393		906		778		357		251
Johnson C. Smith U.	246	ne		53		106		385		ne		53		106		335
Villanova U.	247	1,138		659		579		383		1,017		474		405		156
Calvin C.	248	23	i	17		6		381		9	i	7		0		246
U. Washington, Bothell	248	228		24		629		381		228		0		417		285
U. New Hampshire	250	1,476		2,124		1,879		359		1,295		1,000		652		148
U. Central Arkansas	251	321		378		336		352		197		221		234		237
Oregon Institute of Technology	252	0		307		317	i	326	i	0		0		0	i	0
CUNY, Brooklyn C.	253	243		191		280		325		170		152		222		238
CUNY, Lehman C.	254	37		0		277		317		37		0		245		253
U. Wyoming	254	256		1,033		940		317		210		1,032		671		302
CUNY, New York City C. of Technology	256	ne		ne		ne		308		ne		ne		ne		299
Clarkson U.	257	88		47		204		307		40		25		77		134
Mount Holyoke C.	258	162		216		219		306		97		153		216		240
Prairie View A&M U.	259	316		257		262		304		228		206		260		294
Saint Louis U.	260	13		115		384		303		0		115		171		227
U. of the Virgin Islands	260	0		0		0		303		0		0		0		303
Vassar C.	262	333	i	208		111		290	i	306		208		111		290	i
Arkansas State U., Jonesboro	263	234		186		335		288		143		153		296		191
Benedict C.	264	75		216		259		279		75		216		217		279
Fayetteville State U.	264	175		356		279		279		175		356		279		279
Grinnell C.	264	34		278		436		279		0		42		71		111
Texas Southern U.	267	746		361		665		276		707		334		640		256
U. Colorado Denver and Anschutz Medical Campus	268	112		236		240		271		108		217		220		267
CUNY, C. Staten Island	269	82		184		281		267	i	55		36		40		37	i
East Carolina U.	270	0		209		207		266		0		165		141		116
U. Louisville	271	345		238		225		262		342		233		219		147
Siena C.	272	89		385		463		259		88		385		435		202
Western Michigan U. and Homer Stryker M.D. School of Medicine	273	93		347		391		258		58		294		264		136
Colgate U.	274	176		224		223		250		147		179		126		173
Trinity C., Hartford	275	363		257		1,352		247		339		254		1,343		226
Bowling Green State U.	276	2		276		227		240		2		95		99		103
Williams C.	276	474		178		148		240		284		157		129		216
California State U., Stanislaus	278	0		0		93		239		0		0		93		239
Fort Valley State U.	279	0		0		0		235		0		0		0		230
U. Washington, Tacoma	280	173		830		0		234		173		830		0		221
New York Institute of Technology	281	162		39		555		231		162		39		152		159
U. Wisconsin-Milwaukee	282	559		462		241		230		3		0		153		172
Pennsylvania State U., Harrisburg	283	2		6		7		228		0		0		1		41
Fisk U.	284	167	i	178		483		225		160	i	168		483		225
California State U., Fresno	285	0		18		13		219		0		13		13		175
Lamar U.	286	166		20		174		215		138		9		57		146
Northeastern Illinois U.	287	ne		ne		123		211		ne		ne		123		211
Western Washington U.	288	70		114		167		209		12		11		119		149
Montclair State U.	289	105		139		631		204		100		137		631		204
Case Western Reserve U.	290	156		0		0		200		156		0		0		199
Vanderbilt U. and Vanderbilt U. Medical Center	291	0		0		0		199		0		0		0		0
St. Cloud State U.	292	16		223		25		196		0		123		0		177
Southern Illinois U., Edwardsville	293	27		47		126		195		8		16		45		61
St. Edward's U.	293	0		100		470		195		0		100		320		100
California State U., Dominguez Hills	295	95		203		136		187		95		203		128		158
Clark Atlanta U.	296	222		162		263		182		189		120		262		170
Eastern Michigan U.	296	64		64		195		182		57		50		65		59
Jacksonville State U.	298	13		248		189	i	180		13		248		189	i	180
U. New Haven	299	0		0		0		176		0		0		0		137
U. Texas Rio Grande Valley	300	na		154		120		166		na		141		32		76
James Madison U.	301	85		217		164		160		76		192		154		122
Wake Forest U.	302	156		127		156		159		117		102		126		159
Nova Southeastern U.	303	16		1		305		149		0		0		55		140
Santa Clara U.	303	0		0		0		149		0		0		0		73
U. Houston-Clear Lake	305	156		64		168		148		113		33		109		86
Lafayette C.	306	115		139		171		147		115		139		171		142
U. North Carolina, Wilmington	306	279		27		18		147		168		13		13		116
U. Texas of the Permian Basin	306	0		0		0		147		0		0		0		0
Middlebury C.	309	78		62		80		146		78		62		80		146
Sam Houston State U.	310	111		110		62		141		56		70		40		84
Franklin and Marshall C.	311	0		42		359		140		0		17		349		109
Pomona C.	312	27		188		197		135		0		72		107		74
Texas A&M U.-Commerce	312	168		110		95		135		21		31		38		7
Youngstown State U.	314	2		2		113		134		0		0		106		129
Kentucky State U.	315	36		41		126	i	132		0		39		126	i	132
U. Wisconsin-La Crosse	316	25		62		64		128		13		60		46		31
Appalachian State U.	317	175		397		371		126		173		371		349		116
U. North Florida	318	266		382		171		125		0		0		0		0
U. Minnesota, Duluth	319	225		294		167		123		55		25		18		8
William Paterson U.	320	ne		16		11		116		ne		0		0		0
U. Maryland, Eastern Shore	321	0		0		0		115		0		0		0		115
California State U., Northridge	322	132		106		131		112		0		0		0		0
Bucknell U.	323	0		87	i	98	i	110		0		4	i	4	i	4
California State U., Sacramento	324	261		120		108		109		231		87		46		36
Pennsylvania State U., Behrend	325	97		186		114		107		24		95		25		31
West Virginia State U.	326	145		41		151		106		145		41		151		106
Carleton C.	327	110		261		179		101		17		151		74		94
New Jersey City U.	328	ne		ne		5		100		ne		ne		5		100
California State Polytechnic U., Pomona	329	7		294		478		97		7		294		456		95
St. John's U., New York	329	0		0		11		97		0		0		0		0
Mercer U.	331	0		0		0		95		0		0		0		0
Franklin W. Olin C. of Engineering	332	0		51		79		87		0		51		0		0
Middle Tennessee State U.	332	64		103		159		87		64		95		92		72
Georgia Southern U.	334	36		112		176		86		26		35		70		19
Elon U.	335	56		96		90		84		4		43		49		42
U. Wisconsin-Stevens Point	335	91	i	75	i	78	i	84	i	49	i	35	i	36	i	39	i
Delaware State U.	337	0		0		127		83		0		0		24		8
Southern U. and A&M C., Baton Rouge	338	230		135		131		80		216		117		127		76
Lewis and Clark C.	339	56		216		153		73		38		1		33		73
California State U., Long Beach	340	0		101		68		71		0		33		6		18
Keck Graduate Institute	341	0		0	i	0	i	70	i	0		0	i	0	i	47	i
Reed C.	342	0		0		62		68		0		0		0		0
California State U., Fullerton	343	10		133		152		67		0		0		40		45
Northern Kentucky U.	343	26		8		38		67		8		0		36		3
Loyola U., Chicago	345	118		102		51		66		104		61		32		38
Tuskegee U.	346	99	i	81	i	80	i	65		77	i	65		65		65
Pace U.	347	474		122		36		64		348		96		12		22
Spelman C.	348	147		111		25		63		147		111		25		63
Haverford C.	349	55	i	19	i	97	i	61	i	36		4		79		41
Trinity U.	350	22		72		535		60		0		31		421		32
Indiana U.-Purdue U., Fort Wayne	351	11		31		159		57		0		2		108		49
Dillard U.	352	0		0		0		55		0		0		0		0
C. of Saint Benedict	353	85		105		64		54		19		35		28		25
Marshall U.	354	19		55		469		53		5		27		409		35
Elizabeth City State U.	355	10		85		133		52		4		85		133		34
Indiana U., South Bend	355	21		7		6		52		0		7		6		49
U. Central Oklahoma	357	0		119		82		51		0		91		59		45
U. Wisconsin-Oshkosh	357	51	i	ne		48	i	51	i	40	i	ne		41	i	43	i
U. Northern Iowa	359	15		1		7		50		0		0		2		29
Union C., Schenectady	359	0		11		64		50		0		1		21		22
Doane U.	361	0		ne		ne		49		0		ne		ne		43
Illinois State U.	361	25		22		31		49		0		0		0		16
U. Denver	363	111		397		145		48		88		165		121		48
Oberlin C.	364	147		30		10		47		139		30		0		10
California State U., Chico	365	0		16		0		46		0		0		0		34
Desert Research Institute	366	892		1,998		43		42		0		0		0		0
New School	367	318		3		344		41		266		3		0		41
U. California, Merced	367	0		0		0		41		0		0		0		41
U. Wisconsin-Green Bay	369	30	i	42	i	33	i	39	i	23	i	38	i	28	i	21	i
Colby C.	370	29		27		23		38		0		0		8		31
Chapman U.	371	15		0		3		37		0		0		0		15
Biola U.	372	ne		31	i	31	i	36	i	ne		23	i	23	i	25	i
Quinnipiac U.	372	23	i	ne		37	i	36	i	16	i	ne		29	i	28	i
Azusa Pacific U.	374	55		21		180		35		0		0		0		0
West Chester U. Pennsylvania	374	23		56		47		35		0		0		0		0
CUNY, John Jay C. of Criminal Justice	376	386		228		19		34		377		217		7		28
CUNY, Medgar Evers C.	376	17		ne		0		34		17		ne		0		13
San Jose State U.	378	144		159		169		33		30		0		24		1
St. Olaf C.	378	46		52		187		33		45		43		171		2
U. Michigan, Flint	378	ne		ne		2		33		ne		ne		0		0
Babson C.	381	ne		0	i	0	i	32	i	ne		0		0		0
Eastern Kentucky U.	381	0		0		89		32		0		0		0		0
U. Akron	381	240		207		341		32		154		69		57		29
Albion C.	384	ne		ne		10		31		ne		ne		0		0
Rhode Island School of Design	384	16		18	i	18	i	31	i	0		0	i	0	i	17	i
California State U., Channel Islands	386	49		25		32		30		0		0		2		0
CUNY, Baruch C.	386	6		19		7		30		0		0		0		30
Indiana U. Pennsylvania	386	ne		68		13		30		ne		67		11		15
U. San Francisco	386	27		60		80		30		27		57		59		2
Augusta U.	390	0		9		22		28		0		9		22		28
Clark U.	390	0		0		2		28		0		0		1		28
Amherst C.	392	19		46		21		26		0		0		0		0
Lincoln U. of the Commonwealth of Pennsylvania	392	ne		ne		ne		26		ne		ne		ne		26
Saint John's U., Collegeville	392	61		62		32		26		0		0		0		0
Saint Joseph's U.	392	0		0		30		26		0		0		26		23
Western Illinois U.	392	26		ne		0		26		12		ne		0		7
Central State U.	397	9		308		85		25		9		308		85		25
U. Baltimore	397	73		57		18		25		73		57		18		0
Montana Tech of U. Montana	399	0		0		37		23		0		0		0		0
Central Washington U.	400	0		0		79		22		0		0		0		0
Furman U.	400	21		6		12		22		14		2		2		2
U. Detroit Mercy	400	135		175		0		22		20		38		0		0
Seattle U.	403	0		11		5		21		0		0		0		0
Western Kentucky U.	403	65		20		22		21		0		0		3		2
California State U., Los Angeles	405	0		0		22		20		0		0		8		12
Humboldt State U.	405	0		0		25		20		0		0		2		0
U. Texas, Tyler	407	43		44		71		19		43		44		54		9
Coastal Carolina U.	408	6		0		24		18		6		0		18		18
SUNY, Oswego	409	ne		ne		9		17		ne		ne		0		0
Swarthmore C.	410	40		13		38		16		28		3		33		3
Texas Woman's U.	411	3		375		79		15		0		375		79		15
New Mexico Highlands U.	412	ne		0		0		14		ne		0		0		0
Grand Valley State U.	413	13		4		6		13		5		0		0		0
Occidental C.	413	0		0		0		13		0		0		0		13
Saginaw Valley State U.	413	7		4		8		13		2		0		2		0
Florida Gulf Coast U.	416	34		39		21		12		34		39		21		12
Connecticut C.	417	0		60		57		11		0		30		28		5
Winthrop U.	418	5		0		0		10		0		0		0		0
Hamilton C.	419	33		2		6		9		21		1		0		0
C. Wooster	420	0	i	ne		2		8		0	i	ne		0		0
Savannah State U.	420	0		0		10		8		0		0		10		8
Southern Connecticut State U.	420	4	i	2		17		8		0	i	0		0		0
U. North Carolina, Asheville	420	3		49		5		8		1		49		5		8
Bradley U.	424	108		82		21		7		0		0		0		0
C. New Jersey	424	ne		ne		49		7		ne		ne		49		7
Eastern Connecticut State U.	424	6		3		8		7		0		2		0		0
U. Massachusetts, central office	424	0		0		12		7		0		0		0		0
Bowdoin C.	428	2		212		79		6		2		212		78		0
Central Michigan U.	428	94		86		56		6		0		0		0		0
Skidmore C.	428	32		24		0		6		20		14		0		0
Allegheny C.	431	ne		0		1		5		ne		0		0		0
Kettering U.	431	76		128		221		5		56		113		212		0
Drake U.	433	ne		0		4		4		ne		0		0		0
Framingham State U.	433	ne		ne		1		4		ne		ne		0		0
South Carolina State U.	433	0	i	0	i	0		4	i	0		0	i	0		0	i
U. Hartford	433	3		78		92		4		3		78		92		4
CUNY, Graduate Center	437	131		0	i	0		3		71		0	i	0		0
Willamette U.	437	387		43		8		3		77		42		3		0
Bates C.	439	0		0		0		2		0		0		0		2
All other surveyed institutions		5,008		1,729		2,281		0		3,872		1,228		1,101		0

NOTES: FY 2016 R&D expenditure amounts in various fields may show increases or decreases from amounts reported in FY 2015 because of the reclassification of disciplines. See the FY 2016 Technical Notes, Appendix A (https://ncsesdata.nsf.gov/herd/2016) for specific details about discipline changes. Institutions reporting zero expenditures in ranked total for FY 2018 are not listed in this table. Tied institutions are ranked alphabetically. Ranked institutions are geographically separate campuses headed by a campus-level president or chancellor. Some campuses are part of large, multi-campus universities; some are part of state university systems. For a complete list of campuses that belong to a larger university or system and their aggregate R&D expenditures, see table 6.