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

(Dollars in thousands)

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

i = imputed. na = not applicable; institution did not exist or did not exist as a separate entity. ne = not eligible; institution did not meet the criteria for inclusion.

^a Johns Hopkins University includes Applied Physics Laboratory (APL), with $120,025 thousand imputed for total and $114,218 thousand reported for federally financed R&D expenditures in computer sciences in FY 2015. Total expenditures by field for Johns Hopkins University are flagged as imputed because APL was unable to distribute a portion of institutionally funded R&D by field.

NOTES: Institutions reporting zero expenditures in ranked total for FY 2015 are not listed in this table. Tied institutions are ranked alphabetically. Institutions ranked 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 listing of campuses that belong to a larger university or system and their aggregate R&D expenditures, see table 83.

SOURCE: National Science Foundation, National Center for Science and Engineering Statistics, Higher Education Research and Development Survey.