Table 82. Higher education R&D expenditures at institutions in the short form survey population, by state, institutional control, institution, and R&D field: FY 2016
(Dollars in thousands)
State, institutional control, and institution
All R&D expenditures
Computer and information sciencesa
Geosciences, atmospheric sciences, and ocean sciencesa
Life sciences
Mathematics and statisticsa
Physical sciences
Psychology
Social sciences
Sciences, nec
Engineering
All non-S&E fields
United States
138,428
4,391
7,832
45,971
4,400
19,724
4,138
8,078
7,006
12,959
23,929
Public
67,861
2,480
5,274
21,867
2,387
8,484
1,158
4,272
3,885
6,810
11,244
Private
70,567
1,911
2,558
24,104
2,013
11,240
2,980
3,806
3,121
6,149
12,685
Alabama
984
7
379
61
49
13
5
138
55
0
277
Public
984
7
379
61
49
13
5
138
55
0
277
Auburn U., Montgomery
369
0
0
5
48
0
0
48
40
0
228
Troy U.
358
7
122
56
1
13
5
90
15
0
49
U. West Alabama
257
0
257
0
0
0
0
0
0
0
0
Arizona
171
0
171
0
0
0
0
0
0
0
0
Private
171
0
171
0
0
0
0
0
0
0
0
Prescott C.
171
0
171
0
0
0
0
0
0
0
0
Arkansas
2,320
144
70
792
318
181
2
1
61
321
430
Public
912
10
44
482
0
135
2
1
0
18
220
Arkansas Tech U.
503
5
44
340
0
113
0
0
0
1
0
Southern Arkansas U.
409
5
0
142
0
22
2
1
0
17
220
Private
1,408
134
26
310
318
46
0
0
61
303
210
Harding U.
195
134
0
32
0
0
0
0
0
29
0
Hendrix C.
616
0
0
133
36
46
0
0
0
258
143
John Brown U.
214
0
1
130
0
0
0
0
0
16
67
Philander Smith C.
383
0
25
15
282
0
0
0
61
0
0
California
5,437
396
139
1,501
26
296
931
140
5
727
1,276
Public
780
0
0
0
0
0
0
0
0
0
780
U. California, Hastings C. of Law
780
0
0
0
0
0
0
0
0
0
780
Private
4,657
396
139
1,501
26
296
931
140
5
727
496
California Lutheran U.
342
28
0
256
0
18
0
19
0
0
21
Dominican U. California
708
0
0
708
0
0
0
0
0
0
0
International Technological U.
696
0
0
0
0
0
0
0
0
696
0
Palo Alto U.
849
0
0
0
0
0
849
0
0
0
0
Pitzer C.
525
0
i
18
i
194
i
12
i
66
i
12
i
40
i
0
i
31
i
152
i
Point Loma Nazarene U.
361
0
84
173
3
58
0
30
5
0
8
Scripps C.
353
0
0
67
0
15
68
51
0
0
152
U. Redlands
488
313
37
0
0
0
0
0
0
0
138
Westmont C.
335
i
55
i
0
i
103
i
11
i
139
i
2
i
0
i
0
i
0
i
25
i
Colorado
2,134
128
67
831
52
196
36
128
64
513
119
Public
1,356
15
67
272
2
195
36
128
64
513
64
Colorado Mesa U.
429
13
27
182
0
22
0
123
62
0
0
Colorado State U., Pueblo
270
2
2
63
2
8
36
5
2
86
64
Fort Lewis C.
657
0
38
27
0
165
0
0
0
427
0
Private
778
113
0
559
50
1
0
0
0
0
55
Regis U.
778
113
0
559
50
1
0
0
0
0
55
Connecticut
2,944
26
15
563
37
353
34
164
0
1,305
447
Public
828
0
15
152
5
197
8
102
0
276
73
U.S. Coast Guard Academy
568
0
15
0
0
186
0
91
0
276
0
Western Connecticut State U.
260
0
0
152
5
11
8
11
0
0
73
Private
2,116
26
0
411
32
156
26
62
0
1,029
374
Quinnipiac U.
1,022
i
26
i
0
i
406
i
29
i
152
i
24
i
60
i
0
i
57
i
268
i
U. Bridgeport
1,094
0
0
5
3
4
2
2
0
972
106
Florida
3,326
55
477
1,862
11
247
43
182
0
175
274
Public
1,307
41
150
690
11
60
13
81
0
175
86
Florida Polytechnic U.
204
0
0
0
0
0
0
29
0
175
0
New C. Florida
1,103
41
150
690
11
60
13
52
0
0
86
Private
2,019
14
327
1,172
0
187
30
101
0
0
188
Barry U.
660
0
0
640
0
0
0
0
0
0
20
Eckerd C.
753
0
285
444
0
2
0
0
0
0
22
Rollins C.
423
14
26
31
0
185
12
9
0
0
146
Stetson U.
183
0
16
57
0
0
18
92
0
0
0
Georgia
3,242
191
445
1,061
191
472
90
232
9
0
551
Public
1,966
48
440
744
168
243
66
50
0
0
207
Georgia C. and State U.
440
36
0
332
1
4
54
10
0
0
3
Georgia Gwinnett C.
255
4
0
107
34
32
0
9
0
0
69
U. West Georgia
614
0
22
205
110
191
12
10
0
0
64
Valdosta State U.
657
8
418
100
23
16
0
21
0
0
71
Private
1,276
143
5
317
23
229
24
182
9
0
344
Agnes Scott C.
342
0
0
182
8
86
7
7
0
0
52
Berry C.
338
0
5
7
15
19
0
16
3
0
273
Life U.
151
0
0
128
0
0
17
0
6
0
0
Paine C.
445
143
0
0
0
124
0
159
0
0
19
Idaho
1,191
94
0
429
7
161
0
0
55
435
10
Public
330
0
0
250
7
0
0
0
55
8
10
Lewis-Clark State C.
330
0
0
250
7
0
0
0
55
8
10
Private
861
94
0
179
0
161
0
0
0
427
0
Northwest Nazarene U.
861
94
0
179
0
161
0
0
0
427
0
Illinois
6,779
11
144
3,149
61
770
84
868
87
159
1,446
Public
3,713
6
138
1,896
22
407
17
310
79
159
679
Eastern Illinois U.
1,056
4
4
738
0
293
1
2
14
0
0
Northeastern Illinois U.
1,231
2
62
402
19
112
16
26
0
0
592
Western Illinois U.
1,426
0
72
756
3
2
0
282
65
159
87
Private
3,066
5
6
1,253
39
363
67
558
8
0
767
Augustana C., Rock Island
527
1
6
308
1
80
4
3
8
0
116
Illinois C. of Optometry
318
0
0
318
0
0
0
0
0
0
0
Lake Forest C.
481
i
0
i
0
i
281
i
8
i
35
i
19
i
61
i
0
i
0
i
77
i
National U. of Health Sciences
163
4
0
159
0
0
0
0
0
0
0
North Central C.
318
0
0
45
13
29
44
25
0
0
162
Wheaton C., Wheaton
1,259
0
0
142
17
219
0
469
0
0
412
Indiana
4,053
44
80
650
296
805
65
334
175
657
947
Public
1,520
6
54
266
1
299
11
181
103
0
599
Indiana U., Gary
203
6
54
19
1
10
5
38
0
0
70
Indiana U., Kokomo
423
0
0
130
0
173
6
14
3
0
97
Indiana U., New Albany
719
0
0
0
0
116
0
125
100
0
378
Indiana U., Richmond
175
0
0
117
0
0
0
4
0
0
54
Private
2,533
38
26
384
295
506
54
153
72
657
348
Butler U.
395
0
0
110
9
135
4
113
24
0
0
DePauw U.
303
13
17
123
16
59
8
13
0
0
54
Indiana Wesleyan U.
231
0
0
14
0
26
0
0
41
0
150
Rose-Hulman Institute of Technology
596
0
0
9
21
0
0
0
0
551
15
Taylor U.
251
7
9
23
10
3
37
23
2
104
33
U. Evansville
376
0
0
50
230
60
5
4
5
2
20
Wabash C.
381
18
0
55
9
223
0
0
0
0
76
Iowa
1,942
23
133
569
43
527
32
42
1
0
572
Private
1,942
23
133
569
43
527
32
42
1
0
572
Coe C.
468
0
0
32
2
341
3
19
0
0
71
Cornell C.
558
11
91
299
18
49
16
8
0
0
66
Luther C.
751
12
42
73
23
137
13
15
1
0
435
Maharishi U. of Management
165
0
0
165
0
0
0
0
0
0
0
Kansas
1,106
0
51
939
0
11
7
0
59
0
39
Public
1,106
0
51
939
0
11
7
0
59
0
39
Emporia State U.
449
0
0
392
0
11
7
0
0
0
39
Fort Hays State U.
657
0
51
547
0
0
0
0
59
0
0
Kentucky
537
10
14
62
20
68
10
53
187
0
113
Private
537
10
14
62
20
68
10
53
187
0
113
Centre C.
537
10
14
62
20
68
10
53
187
0
113
Louisiana
1,976
265
0
535
382
263
6
183
19
65
258
Public
1,273
265
0
251
381
208
0
0
0
65
103
Louisiana State U., Shreveport
955
265
0
79
300
208
0
0
0
0
103
Southern U., New Orleans
318
0
0
172
81
0
0
0
0
65
0
Private
703
0
0
284
1
55
6
183
19
0
155
Loyola U., New Orleans
703
0
0
284
1
55
6
183
19
0
155
Maryland
1,834
47
8
82
262
341
67
166
19
10
832
Public
791
22
0
10
232
217
58
128
10
0
114
Coppin State U.
153
22
0
0
0
0
7
0
10
0
114
St. Mary's C. Maryland
638
0
0
10
232
217
51
128
0
0
0
Private
1,043
25
8
72
30
124
9
38
9
10
718
Goucher C.
234
0
8
9
0
99
0
6
0
0
112
Loyola U., Maryland
382
25
0
63
30
25
9
32
9
10
179
Maryland Institute C. of Art
427
0
0
0
0
0
0
0
0
0
427
Massachusetts
4,153
73
66
1,403
64
418
380
61
363
21
1,304
Public
404
13
66
70
3
3
79
21
0
0
149
Bridgewater State U.
404
13
66
70
3
3
79
21
0
0
149
Private
3,749
60
0
1,333
61
415
301
40
363
21
1,155
Bentley U.
150
i
7
i
0
i
126
i
1
i
0
i
0
i
6
i
0
i
0
i
10
i
C. of the Holy Cross
643
0
0
30
43
279
288
3
0
0
0
Hampshire C.
404
2
0
40
0
7
0
7
0
0
348
Massachusetts C. of Pharmacy and Health Sciences
1,073
0
0
1,041
0
0
0
7
0
21
4
Simmons C.
247
51
0
54
1
5
13
17
0
0
106
Stonehill C.
859
0
0
0
0
0
0
0
363
0
496
Wheaton C., Norton
373
0
0
42
16
124
0
0
0
0
191
Michigan
4,245
15
32
717
34
848
165
492
106
173
1,663
Public
1,640
0
0
407
6
160
10
16
106
166
769
Ferris State U.
607
0
0
312
6
12
0
4
0
0
273
U. Michigan, Flint
1,033
0
0
95
0
148
10
12
106
166
496
Private
2,605
15
32
310
28
688
155
476
0
7
894
Albion C.
1,043
13
32
132
9
381
48
95
0
0
333
Andrews U.
943
0
0
91
19
7
0
350
0
7
469
Kalamazoo C.
619
2
0
87
0
300
107
31
0
0
92
Minnesota
3,622
54
191
1,303
1
1,165
22
298
33
0
555
Public
1,632
33
30
1,066
1
20
2
33
27
0
420
Minnesota State U., Moorhead
439
0
22
18
1
0
0
0
27
0
371
U. Minnesota, Rochester
724
0
0
648
0
0
0
27
0
0
49
Winona State U.
469
33
8
400
0
20
2
6
0
0
0
Private
1,990
21
161
237
0
1,145
20
265
6
0
135
Concordia C., Moorhead
209
0
0
98
0
100
0
0
6
0
5
Gustavus Adolphus C.
585
0
58
75
0
320
20
25
0
0
87
Saint Mary's U. Minnesota
549
0
0
0
0
549
0
0
0
0
0
St. Catherine U.
647
21
103
64
0
176
0
240
0
0
43
Mississippi
1,751
445
38
340
24
195
21
52
0
408
228
Public
928
445
6
0
0
69
0
0
0
408
0
Delta State U.
286
286
0
0
0
0
0
0
0
0
0
Mississippi Valley State U.
642
159
6
0
0
69
0
0
0
408
0
Private
823
0
32
340
24
126
21
52
0
0
228
Millsaps C.
823
0
i
32
i
340
i
24
i
126
i
21
i
52
i
0
i
0
i
228
i
Missouri
1,883
3
0
989
127
100
28
17
250
43
326
Public
1,667
3
0
773
127
100
28
17
250
43
326
Missouri Western State U.
255
0
0
208
0
3
7
7
0
4
26
Northwest Missouri State U.
250
0
0
0
0
0
0
0
250
0
0
Southeast Missouri State U.
367
0
0
332
0
9
0
0
0
11
15
Truman State U.
526
3
0
210
127
87
21
10
0
0
68
U. Central Missouri
269
0
0
23
0
1
0
0
0
28
217
Private
216
0
0
216
0
0
0
0
0
0
0
Logan U.
216
0
0
216
0
0
0
0
0
0
0
Montana
1,008
0
50
321
0
0
0
0
0
548
89
Public
1,008
0
50
321
0
0
0
0
0
548
89
Montana State U., Billings
460
0
50
321
0
0
0
0
0
0
89
Montana State U., Havre
548
0
0
0
0
0
0
0
0
548
0
Nebraska
765
0
0
647
0
118
0
0
0
0
0
Private
765
0
0
647
0
118
0
0
0
0
0
Doane U.
765
0
0
647
0
118
0
0
0
0
0
New Hampshire
1,193
0
238
393
0
0
126
0
301
0
135
Public
1,193
0
238
393
0
0
126
0
301
0
135
Keene State C.
1,193
0
238
393
0
0
126
0
301
0
135
New Jersey
2,555
214
91
579
320
169
519
200
0
387
76
Public
2,053
214
91
578
320
168
19
200
0
387
76
C. New Jersey
1,306
151
0
295
296
135
1
5
0
387
36
New Jersey City U.
459
i
24
i
91
i
274
i
24
i
11
i
13
i
22
i
0
i
0
i
0
i
Ramapo C. New Jersey
288
39
0
9
0
22
5
173
0
0
40
Private
502
0
0
1
0
1
500
0
0
0
0
Fairleigh Dickinson U.
502
0
0
1
0
1
500
0
0
0
0
New Mexico
260
124
0
103
0
0
0
0
0
0
33
Public
260
124
0
103
0
0
0
0
0
0
33
Western New Mexico U.
260
124
0
103
0
0
0
0
0
0
33
New York
18,980
708
1,247
3,999
554
2,524
556
1,065
2,757
2,519
3,051
Public
10,961
118
616
2,232
405
1,594
239
853
1,434
1,665
1,805
CUNY, Advanced Science Research Center
2,030
0
0
483
0
0
0
0
0
1,220
327
CUNY, Medgar Evers C.
1,587
40
54
880
66
133
0
2
383
0
29
CUNY, New York City C. of Technology
742
11
0
11
244
126
0
9
70
235
36
CUNY, York C.
728
0
0
99
15
447
0
20
0
0
147
SUNY, C. Cortland
868
0
0
112
0
117
0
9
82
0
548
SUNY, C. Old Westbury
776
0
0
206
13
273
8
134
0
0
142
SUNY, Cobleskill
397
0
0
101
0
0
0
0
0
0
296
SUNY, Fredonia
298
0
0
185
0
113
0
0
0
0
0
SUNY, Maritime C.
330
0
0
0
0
0
0
0
250
80
0
SUNY, New Paltz
400
0
33
0
67
0
21
160
0
61
58
SUNY, Oswego
1,662
0
529
155
0
225
15
19
640
69
10
SUNY, Potsdam
210
67
0
0
0
143
0
0
0
0
0
SUNY, Purchase C.
433
0
0
0
0
17
195
0
9
0
212
SUNY, system office
500
0
0
0
0
0
0
500
0
0
0
Private
8,019
590
631
1,767
149
930
317
212
1,323
854
1,246
Adelphi U.
360
0
83
78
0
37
134
7
0
0
21
Bard C.
221
44
0
17
10
59
35
15
41
0
0
Canisius C.
1,219
0
0
0
0
71
0
12
1,136
0
0
Cooper Union for the Advancement of Science and Art
399
25
5
256
0
0
0
0
2
111
0
Hobart and William Smith Colleges
1,000
0
480
78
0
210
0
0
0
0
232
Iona C.
278
79
0
0
0
191
0
0
8
0
0
Ithaca C.
711
84
20
161
0
277
0
124
0
0
45
Le Moyne C.
150
i
4
i
5
i
55
i
3
i
20
i
4
i
9
i
5
i
8
i
37
i
Manhattan C.
866
0
0
0
0
0
0
0
131
735
0
Marist C.
473
342
0
56
47
6
0
0
0
0
22
New York Chiropractic C.
379
0
0
379
0
0
0
0
0
0
0
New York Law School
453
0
0
0
0
0
0
0
0
0
453
Sage Colleges
323
2
0
37
66
20
30
20
0
0
148
St. Lawrence U.
277
8
37
102
19
32
10
2
0
0
67
Touro C.
561
0
0
409
0
0
67
0
0
0
85
Utica C.
349
2
1
139
4
7
37
23
0
0
136
North Carolina
423
0
0
0
0
423
0
0
0
0
0
Public
423
0
0
0
0
423
0
0
0
0
0
U. North Carolina, Pembroke
423
0
0
0
0
423
0
0
0
0
0
North Dakota
845
0
0
845
0
0
0
0
0
0
0
Public
674
0
0
674
0
0
0
0
0
0
0
Mayville State U.
267
0
0
267
0
0
0
0
0
0
0
Minot State U.
407
0
0
407
0
0
0
0
0
0
0
Private
171
0
0
171
0
0
0
0
0
0
0
Turtle Mountain Community C.
171
0
0
171
0
0
0
0
0
0
0
Ohio
3,878
0
307
861
571
1,072
30
64
207
0
766
Private
3,878
0
307
861
571
1,072
30
64
207
0
766
C. Wooster
1,169
0
260
134
128
340
3
33
168
0
103
Denison U.
991
i
0
i
27
i
53
i
286
i
327
i
8
i
4
i
0
i
0
i
286
i
John Carroll U.
348
0
0
47
56
9
0
0
0
0
236
Kenyon C.
783
0
0
492
75
104
19
27
0
0
66
Ohio Wesleyan U.
251
0
0
135
26
51
0
0
39
0
0
Wittenberg U.
336
0
20
0
0
241
0
0
0
0
75
Oklahoma
1,292
15
234
632
10
157
0
138
92
5
9
Public
1,292
15
234
632
10
157
0
138
92
5
9
East Central U.
452
15
223
15
10
47
0
45
92
5
0
Northeastern State U.
568
0
11
412
0
43
0
93
0
0
9
Southwestern Oklahoma State U.
272
0
0
205
0
67
0
0
0
0
0
Oregon
3,546
0
338
1,625
6
274
33
411
8
268
583
Public
1,452
0
318
194
0
58
2
369
0
0
511
Eastern Oregon U.
388
0
318
0
0
58
0
0
0
0
12
Southern Oregon U.
568
0
0
194
0
0
2
369
0
0
3
Western Oregon U.
496
0
0
0
0
0
0
0
0
0
496
Private
2,094
0
20
1,431
6
216
31
42
8
268
72
Linfield C.
347
0
0
261
0
36
0
31
8
0
11
National C. of Natural Medicine
1,046
0
0
1,046
0
0
0
0
0
0
0
U. Portland
701
0
20
124
6
180
31
11
0
268
61
Pennsylvania
13,443
493
979
5,132
271
1,919
490
956
24
1,180
1,999
Public
6,677
400
805
1,907
78
1,286
193
428
2
563
1,015
Bloomsburg U. Pennsylvania
701
34
91
181
5
70
148
77
0
0
95
California U. Pennsylvania
150
i
4
i
8
i
83
i
2
i
10
i
3
i
5
i
2
i
24
i
9
i
Cheyney U. Pennsylvania
519
0
0
458
0
61
0
0
0
0
0
Clarion U. Pennsylvania
263
0
2
114
1
118
1
1
0
0
26
East Stroudsburg U. Pennsylvania
459
0
18
375
0
6
28
12
0
0
20
Kutztown U. Pennsylvania
374
77
0
150
7
82
0
22
0
0
36
Millersville U. Pennsylvania
678
0
247
121
1
167
13
129
0
0
0
Pennsylvania State U., Altoona
761
49
20
290
0
77
0
0
0
325
0
Pennsylvania State U., Beaver
326
0
0
1
0
0
0
0
0
0
325
Pennsylvania State U., Berks
270
174
0
0
0
86
0
10
0
0
0
Pennsylvania State U., Great Valley School of Graduate Professional Studies