Table 38. Total and federally financed higher education R&D expenditures in the computer and information sciences, ranked by FY 2017 total: FYs 2014–17

(Dollars in thousands)

Rank	Institution	Total								Federally financed
Rank	Institution	2014		2015		2016		2017		2014		2015		2016		2017
	All institutions	1,928,474		1,962,767		2,078,154		2,191,762		1,389,979		1,419,059		1,442,759		1,496,593
1	Johns Hopkins U.^a	117,178	i	123,653	i	142,021	i	154,963	i	112,544		117,126		135,644		147,666
2	Carnegie Mellon U.	110,795		103,328		123,569		136,928		90,710		82,868		89,247		91,953
3	Georgia Institute of Technology	98,562		106,675		114,787		115,716		73,372		80,409		95,024		100,392
4	U. Southern California	98,832		92,058		87,870		108,804		90,985		84,298		77,573		98,323
5	U. Illinois, Urbana-Champaign	99,611		109,661		94,722		102,612		75,491		78,506		67,186		70,877
6	U. Texas, Austin	59,311		68,999		78,370		82,102		50,981		60,781		65,745		73,292
7	Massachusetts Institute of Technology	76,633		76,428		74,755		78,623		50,174		46,239		43,795		38,367
8	U. Maryland, College Park	36,838		40,010		44,663		45,861		23,655		25,529		32,058		33,469
9	Pennsylvania State U., University Park and Hershey Medical Center	52,372		55,400		47,112		36,680		46,692		49,354		40,654		30,718
10	Virginia Polytechnic Institute and State U.	21,151		24,646		27,386		33,035		10,766		13,496		12,523		10,386
11	Stanford U.	24,788		20,349		25,258		29,276		19,677		17,134		18,126		17,519
12	U. Washington, Seattle	18,988		18,954		23,467		29,077		14,170		13,177		13,189		12,875
13	U. California, San Diego	34,501		39,791		27,630		28,217		14,187		25,139		13,227		14,740
14	U. Alabama, Huntsville	22,533		24,366		27,819		27,191		21,401		22,729		26,247		25,507
15	Indiana U., Bloomington	28,934		27,418		23,244		26,844		18,090		20,066		18,170		20,995
16	U. Central Florida	12,988		20,058		19,973		25,470		9,825		16,767		15,242		16,567
17	U. Chicago	20,217		22,160		26,991		25,014		17,571		19,592		22,395		23,149
18	Cornell U.	19,179		19,462		21,673		23,220		13,506		13,530		13,971		15,995
19	Ohio State U.	26,820		21,449		23,112		21,784		9,208		8,831		10,407		10,196
20	U. Minnesota, Twin Cities	15,447		15,498		16,151		21,511		10,674		10,871		11,083		11,168
21	Purdue U., West Lafayette	21,108		19,824		18,896		21,380		15,028		13,718		13,304		13,441
22	U. Massachusetts, Amherst	18,447		19,313		20,596		21,126		13,028		13,371		12,423		14,982
23	New York U.	12,446		13,123		17,434		20,892		8,530		9,746		9,782		12,227
24	Columbia U. in the City of New York	24,548		22,684		20,091		20,479		19,528		18,375		17,116		18,299
25	U. Wisconsin-Madison	21,284		22,416		21,226		20,155		15,147		16,093		14,968		14,243
26	U. Pennsylvania	15,453		13,751		17,589		20,149		13,804		12,081		11,169		13,037
27	Texas A&M U., College Station and Health Science Center	8,686		11,444		20,849		19,007		5,053		7,151		6,876		7,431
28	U. Louisiana, Lafayette	11,301		8,219		8,987		17,710		2,796		4,130		2,664		2,972
29	SUNY, U. Buffalo	13,402		13,215		13,314		16,352		6,804		6,135		7,200		8,512
30	Arizona State U.	12,516		15,193		16,969		16,328		8,366		10,344		9,664		8,646
31	Northeastern U.	8,708		10,062		14,358		15,835		7,792		8,628		11,735		13,165
32	U. Tennessee, Knoxville	27,808		22,210		17,675		15,565		21,888		17,162		13,740		10,989
33	Princeton U.	11,856		11,508		13,640		15,418		8,041		6,957		8,992		9,503
34	U. California, Irvine	13,891		13,204		12,722		14,736		7,064		7,310		5,846		8,229
35	U. North Carolina, Chapel Hill	23,145		17,225		15,988		14,473		14,062		14,324		14,117		12,077
36	U. Hawaii, Manoa	17,555		22,000		15,137		14,247		16,551		20,834		14,461		13,621
37	U. California, Los Angeles	15,970		16,731		14,014		13,663		9,745		9,561		8,284		7,762
38	Harvard U.	1,787		5,603		11,229		13,534		1,305		4,854		8,090		8,443
39	U. Illinois, Chicago	10,533		10,225		12,101		12,708		6,281		5,985		7,129		7,447
40	U. Florida	4,426		8,648		18,436		12,606		3,632		5,015		5,875		7,736
41	Rice U.	8,680		9,717		11,729		12,583		6,737		7,939		10,362		10,707
42	U. California, Santa Barbara	12,482		9,989		11,732		12,511		7,085		7,339		7,541		7,073
43	Dartmouth C.	4,658		4,444		5,543		12,250		3,738		3,927		3,235		3,292
44	George Mason U.	11,988		12,781		9,916		12,248		11,153		11,667		8,984		11,045
45	U. Alabama, Tuscaloosa	11,756		14,145		13,443		12,047		5,854		6,934		6,234		4,418
46	U. Notre Dame	6,892		7,817		9,309		11,524		3,347		3,735		4,852		6,163
47	Yale U.	9,508		8,220		9,137		11,375		6,578		5,070		4,026		5,819
48	North Carolina State U.	12,695		14,218		12,009		11,083		10,256		11,622		9,016		8,160
49	Michigan State U.	12,124		11,478		14,567		11,077		6,315		6,365		5,338		5,119
50	U. Michigan, Ann Arbor	9,123		7,631		8,162		10,716		6,281		4,354		3,169		4,324
51	Brown U.	11,845	i	15,387	i	11,838		10,670		4,229		5,686		5,639		6,810
52	Rutgers, State U. New Jersey, New Brunswick	17,097		8,820		9,803		10,380		9,560		5,937		7,092		7,655
53	U. California, Berkeley	5,567		7,014		9,899		10,339		50		55		194		430
54	Florida International U.	10,975		12,227		14,431		10,302		6,645		5,342		9,414		6,385
55	U. Arizona	8,587		7,292		8,388		9,674		7,094		6,299		5,922		7,093
56	California Institute of Technology	0		0		1,220		9,584		0		0		0		8,043
57	SUNY, Stony Brook U.	6,879		10,219		11,468		9,528		5,001		6,421		6,971		6,632
58	Florida State U.	5,727		6,293		8,521		9,281		3,796		2,920		3,243		4,487
59	U. Nebraska, Lincoln	10,559		7,265		8,679		9,237		5,165		3,988		4,188		4,429
60	U. Colorado Boulder	8,191		7,865		8,701		9,179		8,004		7,140		7,273		8,436
61	Rensselaer Polytechnic Institute	9,103		10,392		9,089		9,062		6,010		7,075		6,569		5,689
62	U. Pittsburgh, Pittsburgh	6,769		6,745		9,268		9,032		4,136		4,280		5,019		5,656
63	U. Texas, San Antonio	3,718		4,258		6,351		8,273		2,524		2,643		4,438		5,615
64	U. Memphis	4,129		2,202		2,128		8,164		2,338		1,768		1,511		7,313
65	Oregon State U.	6,528		7,865		7,109		8,111		5,502		6,659		6,244		6,190
66	U. Virginia, Charlottesville	6,461		6,623		7,886		8,054		5,150		5,163		6,227		6,603
67	Rockefeller U.	6,211		7,667		7,597		7,751		0		0		0		0
68	Iowa State U.	4,485		4,465		7,240		7,731		1,908		1,373		3,341		3,891
69	U. Texas, Dallas	7,719		7,490		8,575		7,580		5,224		4,038		4,261		4,261
70	New Jersey Institute of Technology	5,132		5,641		7,004		7,388		727		1,144		2,781		3,701
71	U. South Florida, Tampa	6,636		6,575		7,068		7,189		1,339		1,293		2,325		2,796
72	U. North Carolina, Charlotte	5,253		5,091		6,048		7,181		4,746		4,584		5,607		6,620
73	Mississippi State U.	5,739		9,534		10,515		7,073		3,047		6,270		6,791		3,637
74	U. California, Riverside	5,022		4,726		6,069		7,040		3,936		3,142		4,434		4,864
75	U. California, Davis	8,155		8,007		9,024		6,818		6,058		6,299		6,919		4,693
76	Naval Postgraduate School	11,634		4,918		6,264		6,531		11,360		4,540		5,093		3,682
77	George Washington U.	5,594		6,508		6,501		6,476		3,098		3,905		3,562		3,797
78	U. Massachusetts, Lowell	4,313		4,178		5,581		6,458		2,528		2,350		2,334		3,008
79	SUNY, Binghamton U.	5,199		4,998		5,197		6,405		1,562		1,300		1,422		1,986
80	Washington State U.	6,226	i	5,201		4,322		6,346		856		2,494		2,516		3,320
81	Drexel U.	6,480		5,608		5,393		6,125		4,882		4,000		3,349		3,684
82	Clemson U.	8,879		5,608		4,277		5,936		5,466		2,818		1,584		2,096
83	U. Texas, El Paso	6,616		6,097		5,271		5,832		4,723		4,622		4,561		5,131
84	Duke U.	4,639		5,693		5,271		5,611		4,107		5,237		4,778		5,139
85	U. Georgia	3,841		4,301		3,599		5,554		1,474		1,833		1,729		2,019
86	Syracuse U.	4,857		3,939		4,441		5,488		2,482		2,471		2,239		3,238
87	U. Houston	5,019		5,682		5,964		5,442		2,156		2,467		3,259		3,144
88	U. New Mexico	4,410		4,167		5,567		5,373		3,469		2,607		4,173		4,072
89	U. Delaware	5,542		4,930		4,709		5,171		4,492		4,270		3,948		4,067
90	Colorado State U., Fort Collins	3,909		3,565		4,184		5,056		3,478		3,175		3,985		4,067
91	SUNY, U. Albany	6,624		7,617		1,818		5,034		5,090		5,693		1,818		957
92	U. Oregon	4,859		4,049		5,198		5,002		4,469		3,808		3,748		3,611
93	U. Texas, Arlington	4,241		4,310		4,471		4,914		1,462		1,576		2,063		2,429
94	Washington U., Saint Louis	5,060		4,111		5,242		4,633		4,431		3,706		4,543		3,658
95	Temple U.	4,355		3,778		4,357		4,500		3,311		2,905		3,274		3,149
96	U. Connecticut	3,824		3,835		4,317		4,342		2,562		2,712		2,382		2,989
97	Norfolk State U.	869		565		3,796		4,306		869		546		3,784		4,306
98	Rochester Institute of Technology	3,608		3,374		3,431		4,228		1,837		1,974		2,118		2,318
99	U. Kansas	1,093		1,710		3,608		4,214		940		1,574		2,068		2,274
100	U. Nevada, Reno	1,072		1,322		2,859		4,134		858		924		2,185		2,575
101	Texas Tech U.	3,527		3,750		3,641		4,040		641		896		985		962
102	Wright State U.	4,803		4,565		4,271		4,008		2,067		1,831		1,516		2,204
103	Tufts U.	2,281		3,141		3,801		3,710		2,036		3,022		3,518		3,369
104	Worcester Polytechnic Institute	4,605		4,924		4,140		3,694		4,014		4,248		3,594		2,516
105	DePaul U.	2,078		4,995		4,879		3,498		1,783		1,703		1,888		2,520
106	Louisiana State U., Baton Rouge	2,767		3,110		3,917		3,459		1,809		1,541		1,511		1,273
107	U. Tulsa	3,094		3,273		3,239		3,440		2,766		2,853		2,697		2,397
108	North Dakota State U.	5,106		3,949		2,878		3,286		2,768		1,924		1,753		1,598
109	U. California, Santa Cruz	3,527		3,424		3,155		3,225		2,314		1,796		1,457		1,591
110	Boston U.	4,655		4,522		3,913		3,046		3,702		3,208		2,823		2,010
111	U. Kentucky	3,085		2,149		2,890		2,997		1,275		1,234		1,211		1,796
112	Indiana U.-Purdue U., Indianapolis	2,933		2,395		2,591		2,965		1,130		1,121		1,151		1,407
113	U. Rochester	2,719		2,934		3,209		2,948		2,344		2,409		2,582		2,418
114	Missouri U. of Science and Technology	1,390		1,872		2,836		2,946		1,136		1,658		1,791		1,916
115	Georgetown U.	1,680		2,246		3,063		2,941		1,473		1,116		1,696		1,779
116	Georgia State U.	2,100	i	2,102		3,266		2,908		789		900		1,715		1,213
117	Toyota Technological Institute, Chicago	ne		2,543		2,710		2,880		ne		1,392		1,410		1,581
118	Illinois Institute of Technology	2,434		2,169		3,455		2,752		2,211		1,790		3,120		2,514
119	Kansas State U.	4,442		4,803		3,378		2,726		2,869		3,114		1,760		1,411
120	U. Oklahoma, Norman and Health Science Center	3,648		1,547		2,838		2,699		1,521		1,447		1,859		1,712
121	Texas State U.	1,287		1,766		1,345		2,675		921		1,558		877		1,027
122	Rutgers, State U. New Jersey, Camden	222		230		189		2,629		221		230		180		2,122
123	U. North Texas, Denton	5,002		4,856		3,682		2,586		2,816		2,445		2,153		1,521
124	U. Maryland, Baltimore County	6,328		7,620		1,607		2,577		5,593		6,586		665		1,870
125	Northwestern U.	0		40		2,197		2,530		0		0		1,841		1,055
126	U. Alaska, Fairbanks	2,456		1,876		1,850		2,489		1,414		632		800		565
127	U. Iowa	2,142		1,661		2,496		2,327		1,646		1,121		1,637		1,750
128	Michigan Technological U.	1,701		1,492		2,065		2,313		567		524		844		909
129	U. Massachusetts, Boston	3,048		2,733		2,536		2,308		1,843		1,889		1,557		1,401
130	Stevens Institute of Technology	1,866		2,119		1,945		2,253		1,831		2,098		1,926		2,229
131	North Carolina Agricultural and Technical State U.	2,065		2,416		1,757		2,236		1,994		2,206		1,652		2,088
132	U. South Carolina, Columbia	898		1,227		1,227		2,184		763		1,090		1,092		1,588
133	Dakota State U.	1,273		890		1,871		2,171		869		615		1,406		1,976
134	Brigham Young U., Provo	866		1,022		1,495		2,151		666		850		1,211		1,684
135	Air Force Institute of Technology	2,111		3,182		2,971		2,036		1,460		1,553		1,637		1,046
136	C. of William and Mary and Virginia Institute of Marine Science	2,209		1,741		2,485		2,021		2,133		1,673		2,256		1,749
136	U. Nebraska, Omaha	2,537		2,389		1,877		2,021		2,157		2,110		1,379		1,038
138	Utah State U.	2,053		2,203		4,959		1,999		943		1,237		1,116		1,291
139	U. Southern Mississippi	397		417		1,154		1,993		288		246		811		1,992
140	New Mexico Institute of Mining and Technology	2,127		186		1,637		1,985		802		147		1,637		1,790
141	U.S. Naval Academy	1,117		1,235		1,485		1,982		1,117		1,220		1,485		1,982
142	U. Idaho	2,451		2,415		2,646		1,967		1,856		1,739		1,919		1,314
143	West Virginia U.	462		871		600		1,948		310		685		299		1,632
144	Tulane U.	0		0		365		1,933		0		0		161		1,256
145	Boise State U.	2,507		2,634		2,341		1,911		508		451		419		832
146	U. New Hampshire	348		1,476		2,124		1,879		307		1,295		1,000		652
147	Florida Atlantic U.	1,369		827		888		1,866		532		593		346		616
148	U. Dayton	2,423		2,523		2,036		1,838		1,883		1,591		761		744
149	U. South Alabama	479		1,157		2,070		1,829		378		975		1,874		1,671
150	U. New Orleans	736		1,415		2,055		1,826		505		851		1,299		862
151	Jackson State U.	1,458		1,723		1,553		1,821		1,212		1,361		1,184		1,613
152	Auburn U., Auburn	0		0		1,331		1,799		0		0		93		171
153	U. Missouri, Columbia	1,739		2,567		2,042		1,778		1,471		2,281		1,756		1,604
154	U. Nevada, Las Vegas	546		1,156		1,705		1,772		0		0		225		327
155	Oklahoma State U., Stillwater	1,710		1,519		948		1,768		271		254		125		534
156	U. Colorado Colorado Springs	821		1,361		1,904		1,767		779		1,196		1,719		1,731
157	New Mexico State U.	2,704		1,792		1,890		1,766		2,247		1,430		1,688		1,562
158	Old Dominion U.	1,137		1,316		1,710		1,755		699		840		1,370		1,299
159	Florida Institute of Technology	1,235	i	1,072		2,053		1,742		971		757		1,493		1,457
160	Wayne State U.	3,822		3,244		2,388		1,735		2,687		1,952		1,511		966
161	Louisiana Tech U.	2,902		2,770		2,329		1,729		1,571		1,383		647		175
162	San Diego State U.	1,854		2,836		1,940		1,714		914		1,840		860		989
163	Tennessee Technological U.	542		872		762		1,690		311		417		477		829
163	U. Cincinnati	0		0		121		1,690		0		0		32		19
165	U. Vermont	708		537		628		1,557		441		271		334		876
166	U. Southern Maine	1,740	i	1,259	i	776		1,545		33	i	27	i	20		0
167	U. Arkansas, Little Rock	1,002		1,470		1,301		1,537		241		426		494		1,020
168	Columbia U., Teachers C.	355		459		613		1,493		157		242		245		764
169	Portland State U.	1,932		1,703		2,034		1,485		1,808		1,399		1,649		1,280
169	U. California, Office of the President	1,485		1,485		1,485		1,485		0		0		0		0
171	Desert Research Institute	116		892		1,998		1,356		0		0		0		0
172	Trinity C., Hartford	300		363		257		1,352		292		339		254		1,343
173	U. Maine	607		788		910		1,331		3		180		204		501
174	U. Miami	1,807		1,507		1,140		1,298		1,485		1,183		702		687
175	Ball State U.	805		899		1,075		1,233		268		389		531		431
176	Kent State U.	379		1,808		541		1,215		245		330		152		312
177	Brandeis U.	2,464	i	2,382	i	1,347		1,184	i	2,037		1,967		1,333		980
178	U. North Dakota	74		228		722		1,180		42		125		318		400
179	CUNY, City C.	1,213		1,391		1,792		1,134		981		1,184		1,240		785
180	Kennesaw State U.	0		37		238		1,129		0		0		0		66
181	Howard U.	629		391		2,549		1,111		622		363		1,996		514
182	Lehigh U.	1,538		1,324		1,181		1,099		1,069		866		788		802
183	Rutgers, State U. New Jersey, Newark	420		516		353		1,089		352		429		282		768
184	Alabama A&M U.	976	i	971	i	1,001	i	1,044	i	839	i	838	i	857	i	888	i
185	Montana State U., Bozeman	805		521		724		1,043		594		459		573		775
186	U. Missouri, Kansas City	1,250		1,533		760		978		180		358		129		88
187	Northern Illinois U.	699	i	411		748		944		513		411		571		459
188	U. Wyoming	278		256		1,033		940		261		210		1,032		671
189	U. Missouri, Saint Louis	0		0		881		925		0		0		117		26
190	California State U., San Marcos	649	i	482		631		908		510		482		631		908
191	Colorado School of Mines	0		0		0		900		0		0		0		630
192	Virginia Commonwealth U.	244		382		601		893		222		334		562		769
193	San Francisco State U.	1,126		951		893		890		484		371		193		185
194	Harvey Mudd C.	1,015		1,116		1,270		802		753		834		1,136		646
195	Southern Methodist U.	959		1,100		1,578		760		740		415		804		305
196	Creighton U.	851	i	730	i	795	i	740	i	581	i	457	i	516	i	386	i
197	Towson U.	531		489		613		736		460		400		530		528
198	Northern Arizona U.	85		1,195		152		724		22		57		82		0
199	Oakland U.	686		497		542		706		281		305		343		403
200	U. Rhode Island	432		399		636		703		430		351		585		703
200	U.S. Air Force Academy	836	i	3,401		4,585		703		737		3,129		4,301		424
202	Bowie State U.	827		1,153		1,168		702		827		1,153		1,168		702
203	California State U., San Bernardino	14		38		623		691		0		0		519		614
204	U. Puerto Rico, Rio Piedras	505		697		1,170		688		404		619		1,143		439
205	Wellesley C.	506		474		562		668		506		474		562		667
206	Texas Southern U.	1,253		746		361		665		1,253		707		334		640
207	Montclair State U.	117		105		139		631		113		100		137		631
208	U. Washington, Bothell	160		228		24		629		160		228		0		417
209	U. Arkansas, Fayetteville	183		2		874		628		0		0		504		124
210	CUNY, Queens C.	1,167		1,017		1,406		626		1,144		906		778		357
211	Smith C.	244		382		239		624		222		366		212		579
212	Texas A&M U.-Corpus Christi	1,196		1,110		337		623		709		740		302		205
213	Idaho State U.	1		380		571		605		1		380		425		493
214	C. Charleston	283		334		525		603		126		301		461		443
215	U. Massachusetts, Dartmouth	140		304		1,049		601		53		71		74		113
216	Florida A&M U.	830		600		133		594		522		579		112		573
217	Emory U.	354	i	156		314		593		24		141		156		0
218	CUNY, Hunter C.	357		456		550		588		165		265		267		314
219	Villanova U.	1,304		1,138		659		579		1,219		1,017		474		405
220	U. Alabama, Birmingham	1,010		940		2,466		575		828		622		982		531
221	New York Institute of Technology	0		162		39		555		0		162		39		152
222	U. North Carolina, general administration	ne		1,607		567		550		ne		67		0		0
223	Baylor U.	574		814		575		540		191		128		211		46
224	Trinity U.	10		22		72		535		0		0		31		421
225	Southern Illinois U., Carbondale	1,001		700		702		499		141		118		90		73
226	Gallaudet U.	12		467		270		493		12		99		3		8
227	Tennessee State U.	302		255		389		490		288		244		337		352
228	Fisk U.	57		167	i	178		483		57		160	i	168		483
229	U. Tennessee, Chattanooga	1,024		994		882		479		153		252		314		304
230	California State Polytechnic U., Pomona	0		7		294		478		0		7		294		456
231	Louisiana State U., Health Sciences Center – New Orleans	0		0		0		475		0		0		0		475
232	Fordham U.	458		418		357		473		383		280		195		112
233	St. Edward's U.	278		0		100		470		250		0		100		320
234	Marshall U.	1		19		55		469		0		5		27		409
235	California State U., Monterey Bay	291		454		377		465		248		271		53		49
236	Siena C.	18		89		385		463		0		88		385		435
237	U. West Florida	57		65		478		457		2		0		0		44
238	Grinnell C.	121		34		278		436		0		0		42		71
239	Rowan U.	194		101		339		435		72		30		4		18
240	Claremont Graduate U.	1	i	0	i	418	i	432	i	0	i	0	i	371	i	379	i
241	Bryn Mawr C.	500		641		851		424		322		437		465		195
242	Hampton U.	453		429		484		423		453		429		484		423
243	Western Michigan U. and Homer Stryker M.D. School of Medicine	97		93		347		391		42		58		294		264
244	CUNY, system office	338		821		739		390		338		821		734		366
245	Boston C.	46		142		343		387		46		84		181		337
246	Saint Louis U.	0		13		115		384		0		0		115		171
247	Northwestern State U. Louisiana	0		ne		445		383		0		ne		0		0
248	Xavier U. Louisiana	272		321		346		376		251		280		345		375
249	Appalachian State U.	136		175		397		371		123		173		371		349
250	Franklin and Marshall C.	2		0		42		359		0		0		17		349
251	New School	1,365		318		3		344		953		266		3		0
252	U. Akron	117		240		207		341		81		154		69		57
253	U. Central Arkansas	284		321		378		336		236		197		221		234
254	Arkansas State U., Jonesboro	171		234		186		335		95		143		153		296
255	U. South Dakota	381		650		264		333		218		153		76		19
256	Claflin U.	18		12		375		322		18		12		375		322
257	California Polytechnic State U., San Luis Obispo	19		111		314		321		19		37		217		245
257	Oregon Institute of Technology	ne		0		307		321	i	ne		0		0		0	i
259	Purdue U., Northwest	na		na		na		320		na		na		na		287
260	Nova Southeastern U.	1		16		1		305		0		0		0		55
261	CUNY, C. Staten Island	35		82		184		281		30		55		36		40
262	CUNY, Brooklyn C.	513		243		191		280		465		170		152		222
262	Embry-Riddle Aeronautical U.	142		100		87		280		22		0		56		178
264	Fayetteville State U.	316		175		356		279		316		175		356		279
265	CUNY, Lehman C.	195		37		0		277		188		37		0		245
266	Clark Atlanta U.	431		222		162		263		431		189		120		262
267	Prairie View A&M U.	337		316		257		262		269		228		206		260
268	Benedict C.	38		75		216		259		38		75		216		217
269	Jacksonville State U.	ne		13		248		257	i	ne		13		248		257	i
270	Salisbury U.	100		175		221		246		74		169		147		156
271	U. Wisconsin-Milwaukee	562		559		462		241		92		3		0		153
272	U. Colorado Denver and Anschutz Medical Campus	67		112		236		240		31		108		217		220
273	Miami U.	320		166		390		234		232		163		383		166
273	U. Montana, Missoula	349		319		121		234		343		306		102		220
275	Bowling Green State U.	0		2		276		227		0		2		95		99
276	U. Alaska, Anchorage	630		63		453		226		64		44		311		189
277	U. Louisville	520		345		238		225		437		342		233		219
278	Colgate U.	74		176		224		223		61		147		179		126
279	Kettering U.	10		76		128		221		0		56		113		212
280	Mount Holyoke C.	99		162		216		219		21		97		153		216
281	East Carolina U.	23		0		209		207		5		0		165		141
282	Clarkson U.	89		88		47		204		30		40		25		77
283	U. Mississippi	530		248		604		199		311		96		88		103
284	U.S. Military Academy	5,312		1,206		1,600		198		5,312		1,206		1,600		198
285	Pomona C.	11		27		188		197		0		0		72		107
286	Eastern Michigan U.	0		64		64		195		0		57		50		65
287	St. Olaf C.	77		46		52		187		70		45		43		171
288	Azusa Pacific U.	ne		55		21		180		ne		0		0		0
288	Morehouse C.	0		0		45		180		0		0		45		180
290	Carleton C.	20		110		261		179		0		17		151		74
291	Georgia Southern U.	126		36		112		176		62		26		35		70
292	Lamar U.	261		166		20		174		261		138		9		57
293	Lafayette C.	74		115		139		171		74		115		139		171
293	U. North Florida	138		266		382		171		17		0		0		0
295	San Jose State U.	27		144		159		169		1		30		0		24
296	U. Houston-Clear Lake	138		156		64		168		96		113		33		109
297	U. Minnesota, Duluth	197		225		294		167		147		55		25		18
297	Western Washington U.	23		70		114		167		22		12		11		119
299	James Madison U.	97		85		217		164		68		76		192		154
300	Indiana U.-Purdue U., Fort Wayne	15		11		31		159		0		0		2		108
300	Middle Tennessee State U.	0		64		103		159		0		64		95		92
302	Wake Forest U.	524		156		127		156		473		117		102		126
303	Lewis and Clark C.	72		56		216		153		49		38		1		33
303	Oklahoma State U., Center for Health Sciences	0		0		0		153		0		0		0		0
305	California State U., Fullerton	0		10		133		152		0		0		0		40
306	West Virginia State U.	104		145		41		151		102		145		41		151
307	U. North Carolina, Greensboro	129		101		218		148		124		101		130		101
307	Williams C.	387		474		178		148		160		284		157		129
309	U. Denver	207		111		397		145		207		88		165		121
310	Morgan State U.	86		37		0		137		86		37		0		137
311	California State U., Dominguez Hills	127	i	95		203		136		127	i	95		203		128
312	Elizabeth City State U.	13		10		85		133		6		4		85		133
313	California State U., Northridge	14		132		106		131		0		0		0		0
313	Southern U. and A&M C., Baton Rouge	262		230		135		131		261		216		117		127
315	Delaware State U.	0		0		0		127		0		0		0		24
316	Southern Illinois U., Edwardsville	291		27		47		126		82		8		16		45
317	Northeastern Illinois U.	0		ne		ne		123		0		ne		ne		123
318	U. Texas Rio Grande Valley	na		na		154		120		na		na		141		32
319	Pennsylvania State U., Behrend	110		97		186		114		16		24		95		25
320	Youngstown State U.	0		2		2		113		0		0		0		106
321	Vassar C.	304		333	i	208		111		304		306		208		111
322	California State U., Sacramento	731		261		120		108		652		231		87		46
323	Johnson C. Smith U.	ne		ne		53		106		ne		ne		53		106
324	Pepperdine U.	16		6		0		100		0		0		0		0
325	Haverford C.	89	i	55	i	19	i	97	i	6		36		4		79
326	Texas A&M U.-Commerce	174		168		110		95		23		21		31		38
327	California State U., Stanislaus	0		0		0		93		0		0		0		93
328	U. Hartford	46		3		78		92		13		3		78		92
329	Elon U.	54		56		96		90		6		4		43		49
330	Eastern Kentucky U.	20		0		0		89		19		0		0		0
331	Central State U.	15		9		308		85		15		9		308		85
332	U. Central Oklahoma	116		0		119		82		85		0		91		59
333	Middlebury C.	49		78		62		80		49		78		62		80
333	Tuskegee U.	311	i	99	i	81	i	80	i	126	i	77	i	65		65
333	U. San Francisco	144		27		60		80		144		27		57		59
336	Bowdoin C.	94		2		212		79		93		2		212		78
336	Central Washington U.	0		0		0		79		0		0		0		0
336	Franklin W. Olin C. of Engineering	0		0		51		79		0		0		51		0
336	Texas Woman's U.	0		3		375		79		0		0		375		79
340	U. Wisconsin-Stevens Point	107	i	91	i	75	i	78	i	64	i	49	i	35	i	36	i
341	U. Houston-Downtown	195		345		58		75		183		336		50		63
342	U. Texas, Tyler	36		43		44		71		32		43		44		54
343	California State U., Long Beach	0		0		101		68		0		0		33		6
344	C. of Saint Benedict	99		85		105		64		24		19		35		28
344	U. Wisconsin-La Crosse	32		25		62		64		7		13		60		46
344	Union C., Schenectady	0		0		11		64		0		0		1		21
347	Reed C.	0		0		0		62		0		0		0		0
347	Sam Houston State U.	94		111		110		62		50		56		70		40
349	Western New England U.	ne		ne		35		59		ne		ne		35		59
350	Connecticut C.	0		0		60		57		0		0		30		28
351	Central Michigan U.	116		94		86		56		0		0		0		0
352	Loyola U., Chicago	123		118		102		51		44		104		61		32
353	C. New Jersey	ne		ne		ne		49		ne		ne		ne		49
354	U. Wisconsin-Oshkosh	53	i	51	i	ne		48	i	38	i	40	i	ne		41	i
355	West Chester U. Pennsylvania	12		23		56		47		0		0		0		0
356	New C. Florida	0		ne		ne		45		0		ne		ne		0
357	Kentucky State U.	48		36		41		41	i	0		0		39		39	i
357	Suffolk U.	49		38		40	i	41	i	0		0		0	i	0	i
359	Northern Kentucky U.	160		26		8		38		120		8		0		36
359	Swarthmore C.	52		40		13		38		48		28		3		33
361	Montana Tech of U. Montana	0		0		0		37		0		0		0		0
361	Quinnipiac U.	ne		23	i	ne		37	i	ne		16	i	ne		29	i
363	Eastern Illinois U.	ne		ne		ne		36		ne		ne		ne		0
363	Pace U.	539		474		122		36		337		348		96		12
365	U. Wisconsin-Green Bay	31	i	30	i	42	i	33	i	25	i	23	i	38	i	28	i
366	California State U., Channel Islands	260		49		25		32		0		0		0		2
366	Saint John's U., Collegeville	69		61		62		32		0		0		0		0
368	Biola U.	ne		ne		31	i	31	i	ne		ne		23	i	23	i
368	Illinois State U.	36		25		22		31		0		0		0		0
370	Saint Joseph's U.	0		0		0		30		0		0		0		26
371	Humboldt State U.	0		0		0		25		0		0		0		2
371	Spelman C.	161		147		111		25		161		147		111		25
371	St. Cloud State U.	8		16		223		25		0		0		123		0
374	Coastal Carolina U.	0		6		0		24		0		6		0		18
375	Colby C.	43		29		27		23		15		0		0		8
375	Saint Michael's C.	0		25		27		23		0		21		22		19
375	U. Wisconsin-Platteville	15	i	20	i	ne		23	i	13	i	13	i	ne		12	i
378	Augusta U.	0		0		9		22		0		0		9		22
378	California State U., Los Angeles	0		0		0		22		0		0		0		8
378	Western Kentucky U.	85		65		20		22		0		0		0		3
381	Amherst C.	8		19		46		21		0		0		0		0
381	Bradley U.	100		108		82		21		5		0		0		0
381	Florida Gulf Coast U.	64		34		39		21		63		34		39		21
381	Loyola Marymount U.	121		28		7		21		65		17		4		13
385	U. Illinois, Springfield	1		0		0		20		1		0		0		0
386	Central Connecticut State U.	13		18		23		19		0		0		0		0
386	CUNY, John Jay C. of Criminal Justice	310		386		228		19		259		377		217		7
388	Rhode Island School of Design	ne		16		18	i	18	i	ne		0		0	i	0	i
388	U. Baltimore	0		73		57		18		0		73		57		18
388	U. North Carolina, Wilmington	203		279		27		18		183		168		13		13
391	Southern Connecticut State U.	67	i	4	i	2		17		63	i	0	i	0		0
392	California State U., Fresno	0		0		18		13		0		0		13		13
392	Indiana U. Pennsylvania	64		ne		68		13		53		ne		67		11
394	Furman U.	49		21		6		12		43		14		2		2
394	Hofstra U.	91		45		9		12		90		45		9		12
394	U. Massachusetts, central office	0		0		0		12		0		0		0		0
397	St. John's U., New York	0		0		0		11		0		0		0		0
397	William Paterson U.	ne		ne		16		11		ne		ne		0		0
399	Albion C.	ne		ne		ne		10		ne		ne		ne		0
399	Oberlin C.	159		147		30		10		143		139		30		0
399	Savannah State U.	0		0		0		10		0		0		0		10
402	SUNY, Oswego	ne		ne		ne		9		ne		ne		ne		0
403	Angelo State U.	11		ne		ne		8		0		ne		ne		0
403	Eastern Connecticut State U.	70		6		3		8		0		0		2		0
403	Saginaw Valley State U.	ne		7		4		8		ne		2		0		2
403	Willamette U.	132		387		43		8		124		77		42		3
407	CUNY, Baruch C.	15		6		19		7		0		0		0		0
407	Pennsylvania State U., Harrisburg	2		2		6		7		0		0		0		1
407	U. Northern Iowa	4		15		1		7		0		0		0		2
410	Calvin C.	38		23	i	17		6		36		9	i	7		0
410	Grand Valley State U.	6		13		4		6		0		5		0		0
410	Hamilton C.	121		33		2		6		119		21		1		0
410	Indiana U., South Bend	70		21		7		6		0		0		7		6
414	New Jersey City U.	ne		ne		ne		5		ne		ne		ne		5
414	Northern Michigan U.	ne		ne		0		5		ne		ne		0		0
414	Norwich U.	155		30		12		5		59		0		0		0
414	Seattle U.	0		0		11		5		0		0		0		0
414	U. North Carolina, Asheville	18		3		49		5		18		1		49		5
419	Drake U.	ne		ne		0		4		ne		ne		0		0
419	Morehead State U.	0		0		0		4		0		0		0		4
421	Chapman U.	18		15		0		3		0		0		0		0
421	Southeastern Louisiana U.	3		0		0		3		0		0		0		0
421	Stephen F. Austin State U.	0		509		48		3		0		460		48		3
424	C. Wooster	82		0	i	ne		2		55		0	i	ne		0
424	Clark U.	0		0		0		2		0		0		0		1
424	Murray State U.	0		0		0		2		0		0		0		0
424	U. Michigan, Flint	ne		ne		ne		2		ne		ne		ne		0
428	Allegheny C.	ne		ne		0		1		ne		ne		0		0
428	Bentley U.	ne		ne		ne		1		ne		ne		ne		1
428	Framingham State U.	ne		ne		ne		1		ne		ne		ne		0
428	SUNY, Polytechnic Institute	645		992		457		1		645		992		457		1
	All other surveyed institutions	35,452		34,615		31,414		0		25,302		24,662		22,725		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 2017 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.