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Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science All institutions Alabama Other engineering Mechanical Materials science Industrial and manufacturing Electrical, electronics, and communications Civil Chemical Bioengineering and biomedical Aerospace, aeronautical, and astronautical Total Other social sciences Sociology Political science and government Economics Psychology Anthropology Psychology and social sciences Total Mathematics and statistics Computer and information sciences Total Physics and astronomy Geosciences, atmospheric, and ocean sciences Chemistry Total Health sciences Biological and biomedical sciences Agricultural sciences and natural resources Total All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 54,904 12,568 1,385 8,884 2,299 6,252 2,704 1,227 2,321 3,957 2,085 1,872 9,078 3,946 460 1,238 745 615 2,074 9,469 369 1,089 923 565 1,827 256 985 1,299 2,156 721 201 31 140 30 53 25 10 18 46 24 22 82 62 2 11 3 2 2 131 6 9 18 10 25 6 16 19 22 Alabama A&M U. 8 5 3 2 0 3 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Alabama State U. 22 3 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 270 63 25 30 8 6 4 1 1 16 7 9 38 28 0 6 2 0 2 65 3 1 12 4 17 6 5 6 11 Tuskegee U. 7 4 1 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 2 0 1 U. Alabama, Birmingham 157 92 1 76 15 13 7 1 5 9 5 4 12 10 0 0 0 2 0 16 0 6 0 2 0 0 3 2 3 U. Alabama, Huntsville 32 5 0 5 0 7 1 3 3 4 3 1 1 1 0 0 0 0 0 15 3 0 1 1 4 0 0 4 2 U. Alabama, Tuscaloosa 197 18 0 13 5 21 13 2 6 17 9 8 26 18 2 5 1 0 0 31 0 1 5 3 4 0 6 7 5 Auburn U., Auburn U. South Alabama Alaska 28 11 1 8 2 3 0 3 0 0 0 0 5 5 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 48 20 10 10 0 14 0 12 2 1 1 0 6 2 2 0 0 0 2 5 0 0 0 2 1 0 0 2 0

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science U. Alaska, Fairbanks 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 Other engineering 0 Mechanical 0 Electrical, electronics, and communications Bioengineering and biomedical Aerospace, aeronautical, and astronautical 0 Total 0 Other social sciences Economics Anthropology Psychology Total Mathematics and statistics Computer and information sciences 0 Materials science 0 Total Physics and astronomy Geosciences, atmospheric, and ocean sciences Chemistry 0 Industrial and manufacturing 0 Civil 0 Chemical 0 Sociology 0 Total Health sciences Biological and biomedical sciences Agricultural sciences and natural resources Total 1 Psychology and social sciences Political science and government U. Alaska, Anchorage All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 0 0 47 20 10 10 0 14 0 12 2 1 1 0 5 1 2 0 0 0 2 5 0 0 0 2 1 0 0 2 0 889 155 28 89 38 120 38 22 60 47 28 19 152 47 19 13 11 9 53 171 4 14 8 15 42 15 17 11 45 411 49 8 30 11 40 21 7 12 28 18 10 59 18 4 5 2 4 26 104 4 7 5 12 33 9 10 7 17 Northern Arizona U. 39 13 4 8 1 0 0 0 0 0 0 0 18 8 0 1 5 0 4 0 0 0 0 0 0 0 0 0 0 Prescott C. 3 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 436 92 15 51 26 80 17 15 48 19 10 9 75 21 15 7 4 5 23 67 0 7 3 3 9 6 7 4 28 250 104 26 63 15 19 7 2 10 15 11 4 24 5 1 1 0 0 17 28 0 2 3 4 4 2 4 1 8 Arkansas State U., Jonesboro 8 4 3 1 0 1 0 1 0 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 U. Arkansas for Medical Sciences 39 37 0 31 6 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Arizona Arizona State U. U. Arizona Arkansas

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science 1 5 1 4 16 4 0 0 6 0 0 221 1,299 563 78 2 4 6 3 0 0 0 277 1,146 49 155 91 0 0 0 0 0 3 44 271 2 154 163 217 Other engineering 4 4 25 Mechanical 0 86 2 3 11 Electrical, electronics, and communications 0 0 Bioengineering and biomedical 0 188 107 Aerospace, aeronautical, and astronautical 0 Total 0 Other social sciences 1 Economics Anthropology Psychology Total Mathematics and statistics Computer and information sciences Total 7 Materials science 6 Industrial and manufacturing 14 Physics and astronomy Geosciences, atmospheric, and ocean sciences Chemistry Total 7 Civil 19 Chemical 23 Health sciences Biological and biomedical sciences Agricultural sciences and natural resources Total 49 Sociology U. Arkansas, Little Rock 162 Psychology and social sciences Political science and government U. Arkansas, Fayetteville All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 1 5 41 14 0 12 2 4 1 0 3 10 10 6,118 1,217 103 948 166 817 328 190 299 475 254 Alliant International U., Alameda 30 0 0 0 0 0 0 0 0 0 0 0 30 30 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Alliant International U., Alhambra 21 0 0 0 0 0 0 0 0 0 0 0 21 21 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Alliant International U., Fresno 22 0 0 0 0 0 0 0 0 0 0 0 22 22 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Alliant International U., San Diego 41 0 0 0 0 0 0 0 0 0 0 0 34 34 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 California

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Biola U. 29 0 0 0 0 0 0 0 0 0 0 0 19 12 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 California Institute of Integral Studies Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 0 Other social sciences 0 Economics 6 Anthropology 0 Mathematics and statistics 0 Physics and astronomy 6 Chemistry 13 Health sciences Azusa Pacific U. State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 47 2 0 1 1 0 0 0 0 0 0 0 25 20 2 0 0 0 3 0 0 0 0 0 0 0 0 0 0 California Institute of Technology 189 26 1 25 0 74 27 23 24 8 2 6 9 2 0 6 0 0 1 72 11 3 7 1 13 0 13 14 10 Chapman U. 24 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 City of Hope, Irell and Manella Graduate School of Biological Sciences 11 11 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 146 3 0 1 2 0 0 0 0 13 9 4 53 21 0 13 12 0 7 1 0 0 0 0 0 0 0 1 0 Claremont Graduate U.

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Fielding Graduate U. 93 2 1 0 1 0 0 0 0 0 0 0 74 66 1 0 1 0 6 0 0 0 0 0 0 0 0 0 0 Frederick S. Pardee RAND Graduate School 22 1 1 0 0 0 0 0 0 0 0 0 20 0 0 0 2 0 18 0 0 0 0 0 0 0 0 0 0 Fuller Theological Seminary 33 0 0 0 0 0 0 0 0 0 0 0 13 11 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Graduate Theological Union 25 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Hebrew Union C.-Jewish Institute of Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 0 Other social sciences 0 Economics 0 Anthropology 0 Mathematics and statistics 0 Physics and astronomy 0 Chemistry 0 Claremont School of Theology Health sciences 8 State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Loma Linda U. 55 26 0 14 12 2 0 2 0 0 0 0 26 26 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Palo Alto U. 55 0 0 0 0 0 0 0 0 0 0 0 55 55 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 San Diego State U., San Diego 14 1 0 1 0 3 0 1 2 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 SanfordBurnham Medical Research Institute, La Jolla 5 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Saybrook U. 47 7 0 2 5 0 0 0 0 1 1 0 31 30 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 0 Bioengineering and biomedical 0 0 Other social sciences 0 0 Economics 0 0 Anthropology 1 0 Mathematics and statistics 0 0 Physics and astronomy 1 8 Chemistry 1 La Sierra U. Health sciences Keck Graduate Institute State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering Religion, Los Angeles

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Sofia U. 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Other engineering 0 Mechanical 0 Electrical, electronics, and communications Bioengineering and biomedical Aerospace, aeronautical, and astronautical 0 Total 0 Other social sciences Economics Anthropology Psychology Total Mathematics and statistics Computer and information sciences Total Physics and astronomy 0 Materials science 13 Industrial and manufacturing 14 Civil 0 Geosciences, atmospheric, and ocean sciences Chemistry Total 21 Chemical 0 Sociology 21 Health sciences Biological and biomedical sciences Agricultural sciences and natural resources Total 35 Psychology and social sciences Political science and government Scripps Research Institute All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 0 0 9 1 0 1 0 0 0 0 0 0 0 0 8 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Stanford U. 763 120 9 110 1 102 34 20 48 65 29 36 102 23 14 25 17 12 11 255 21 20 12 10 77 1 27 44 43 U. California, Berkeley 796 139 30 100 9 111 56 11 44 69 35 34 139 14 9 25 22 14 55 175 0 13 17 13 38 0 19 33 42 U. California, Davis 501 194 39 141 14 67 29 10 28 35 20 15 70 20 7 14 4 1 24 83 1 20 6 4 11 0 13 12 16 U. California, Irvine 393 58 0 53 5 73 39 11 23 59 39 20 82 14 8 15 10 17 18 54 1 10 4 3 6 0 6 3 21 U. California, Los Angeles 689 153 2 121 30 69 20 14 35 54 28 26 127 35 8 31 15 6 32 125 5 22 15 5 30 0 19 19 10 U. California, Merced 37 7 1 6 0 8 1 1 6 5 4 1 10 9 0 0 0 0 1 6 0 1 0 0 1 0 0 3 1 U. California, Riverside 239 52 8 44 0 36 17 7 12 28 15 13 35 13 4 8 2 4 4 45 0 9 9 0 7 0 8 6 6

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 25 35 15 20 90 26 6 15 13 11 19 115 1 25 1 2 29 0 19 9 29 U. California, San Francisco 123 94 0 67 27 6 5 0 1 0 0 0 9 0 1 0 0 4 4 12 0 12 0 0 0 0 0 0 0 U. California, Santa Barbara 328 25 7 18 0 60 21 15 24 34 15 19 73 22 6 12 3 9 21 66 0 1 11 0 18 0 21 7 8 U. California, Santa Cruz Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 43 Bioengineering and biomedical 31 Other social sciences 99 Economics 15 Anthropology 87 Mathematics and statistics 0 Physics and astronomy 102 Chemistry 521 Health sciences U. California, San Diego State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 174 41 4 35 2 40 8 15 17 23 17 6 36 10 5 11 2 4 4 8 0 0 0 0 3 0 1 0 4 U. of the Pacific 6 1 0 0 1 1 1 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 U. of the West 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 U. San Diego 37 15 0 0 15 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 U. San Francisco 32 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 491 103 0 83 20 52 26 17 9 39 25 14 71 16 3 13 4 4 31 129 9 19 9 6 38 1 8 12 27 1,070 225 37 159 29 167 37 69 61 73 32 41 125 63 4 14 9 9 26 233 26 12 33 27 34 1 12 31 57 U. Southern California Colorado

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 9 4 2 2 6 0 0 6 0 0 0 67 0 2 17 2 2 0 10 4 30 Colorado State U., Fort Collins 249 93 33 57 3 37 8 19 10 23 5 18 24 19 0 2 0 2 1 34 0 3 3 2 12 1 0 9 4 U. Colorado Boulder 400 47 4 39 4 81 20 25 36 32 18 14 45 11 4 6 7 7 10 106 24 3 13 21 15 0 2 12 16 U. Colorado Colorado Springs 22 0 0 0 0 2 0 0 2 4 4 0 1 1 0 0 0 0 0 4 0 0 0 0 0 0 0 2 2 U. Colorado Denver 34 6 0 0 6 0 0 0 0 3 1 2 10 4 0 0 0 0 6 8 0 1 0 2 1 0 0 1 3 U. Colorado, Denver, Aurora, Anschutz Medical Campus 69 68 0 56 12 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 115 4 0 4 0 10 5 1 4 5 2 3 25 14 0 0 2 0 9 14 2 3 0 0 4 0 0 3 2 U. Denver Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 24 Bioengineering and biomedical 3 Other social sciences 36 Economics 0 Anthropology 2 Mathematics and statistics 0 Physics and astronomy 2 Chemistry 115 Health sciences Colorado School of Mines State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 2 0 2 13 13 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 759 215 9 169 37 91 40 10 41 50 26 24 127 41 9 28 19 8 22 84 0 19 11 5 15 0 14 11 9 4 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 330 89 4 58 27 34 19 4 11 26 14 12 60 31 4 7 3 1 14 57 0 9 5 5 12 0 11 9 6 U. Hartford 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 U. New Haven 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 15 7 0 7 0 6 4 0 2 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Yale U. 407 119 5 104 10 51 17 6 28 20 10 10 65 10 5 21 16 7 6 25 0 10 6 0 3 0 3 2 1 Delaware 280 55 15 30 10 49 20 15 14 21 10 11 49 15 0 7 4 4 19 84 0 2 27 3 11 1 19 10 11 11 4 0 4 0 5 3 0 2 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 269 51 15 26 10 44 17 15 12 19 10 9 49 15 0 7 4 4 19 84 0 2 27 3 11 1 19 10 11 609 63 1 51 11 32 15 8 9 31 19 12 200 62 6 36 36 3 57 72 5 5 0 1 16 0 1 10 34 Connecticut U. Bridgeport U. Connecticut, Storrs Wesleyan U. Delaware State U. U. Delaware District of Columbia Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 0 Other social sciences 1 Economics 1 Anthropology 4 Mathematics and statistics 1 Physics and astronomy 0 Chemistry 5 U. Northern Colorado Health sciences 66 State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 0 0 0 0 39 13 4 13 2 0 7 0 0 0 0 0 0 0 0 0 0 92 11 0 5 6 3 1 0 2 3 3 0 13 6 0 0 6 0 1 9 0 0 0 0 7 0 0 1 1 Gallaudet U. 10 0 0 0 0 0 0 0 0 0 0 0 7 3 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 George Washington U. 252 13 0 13 0 9 5 2 2 19 9 10 64 15 2 15 9 0 23 60 5 4 0 1 9 0 1 8 32 Georgetown U. 111 18 0 18 0 9 6 0 3 5 5 0 44 6 0 8 15 0 15 0 0 0 0 0 0 0 0 0 0 93 20 0 15 5 11 3 6 2 4 2 2 33 19 0 0 4 3 7 3 0 1 0 0 0 0 0 1 1 2,287 478 66 288 124 297 113 79 105 180 106 74 368 173 23 13 21 30 108 375 16 27 23 31 59 31 31 54 103 24 1 0 0 1 0 0 0 0 0 0 0 10 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 3 0 0 0 0 0 0 0 0 Florida A&M U. 14 6 2 1 3 1 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1 0 0 0 1 Florida Atlantic U. 103 18 0 11 7 5 0 1 4 9 4 5 14 11 0 0 1 0 2 8 1 0 0 0 0 0 1 2 4 Howard U. Florida Barry U. Embry-Riddle Aeronautical U., Daytona Beach Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 0 Other social sciences 0 Economics 0 Anthropology 0 Mathematics and statistics 1 Physics and astronomy 1 Chemistry 51 Catholic U. of America Health sciences American U. State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science 1 7 5 13 47 20 0 0 16 1 34 21 0 17 18 96 31 13 8 4 4 32 20 7 10 7 3 43 1 0 0 0 1 20 41 116 71 45 0 0 0 0 0 Florida International U. 138 23 0 18 5 23 13 6 4 9 Florida State U. 362 34 0 29 5 61 24 17 20 42 Nova Southeastern U. 102 0 0 0 0 1 0 1 0 40 27 U. Central Florida 245 27 0 13 14 46 12 1 33 17 U. Florida 730 241 57 132 52 91 49 17 25 35 U. Miami 215 54 5 39 10 41 7 27 7 U. South Florida, Tampa 287 69 1 43 25 20 6 7 U. West Florida 15 1 0 0 1 1 0 0 1,464 327 32 242 53 142 81 16 4 0 4 0 5 5 Clark Atlanta U. 2 3 10 9 0 2 5 0 0 1 7 1 6 36 0 4 0 4 6 0 3 4 15 5 15 22 1 1 2 2 4 3 2 5 2 0 0 27 1 0 0 0 0 0 0 0 0 1 0 0 9 4 72 2 0 1 8 13 15 2 12 19 2 13 8 29 138 6 11 16 8 17 2 22 17 39 0 0 1 3 8 24 0 9 0 3 3 3 0 3 3 14 9 0 0 4 16 51 0 2 4 4 10 8 1 10 12 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 174 74 11 24 14 8 43 333 27 35 29 15 73 6 31 48 69 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 29 Mechanical Total Psychology 9 13 Other engineering 0 6 Other social sciences 3 1 Economics 18 Anthropology 0 Total Total 2 Materials science 4 0 7 Industrial and manufacturing 1 29 1 Electrical, electronics, and communications 11 61 2 Civil 24 1 Chemical 0 4 Bioengineering and biomedical 0 49 Aerospace, aeronautical, and astronautical Sociology 0 Mathematics and statistics 0 Physics and astronomy 6 Florida Institute of Technology Georgia Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Chemistry Total Health sciences Biological and biomedical sciences Agricultural sciences and natural resources Total All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 1 11 2 9 32 10 5 3 5 3 6 0 0 0 0 0 0 0 0 0 0 531 30 0 28 2 62 24 11 27 65 54 11 19 8 0 2 0 0 9 324 27 33 29 15 72 6 28 48 66 Georgia Regents U. 20 20 0 19 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Georgia Southern U. 2 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Georgia State U. Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 23 Other social sciences 24 Economics 15 Anthropology 72 Mathematics and statistics 0 Physics and astronomy 87 Chemistry 228 Georgia Institute of Technology Health sciences Emory U. State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 198 29 0 24 5 17 11 0 6 14 8 6 37 18 0 10 3 2 4 0 0 0 0 0 0 0 0 0 0 Kennesaw State U. 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 Mercer U. 3 3 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Morehouse School of Medicine 7 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 U. Georgia 455 147 32 88 27 34 18 9 7 24 7 17 84 38 6 9 6 3 22 9 0 2 0 0 1 0 3 0 3

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 4 50 13 3 8 4 2 20 14 0 0 0 4 6 0 0 3 1 45 8 29 8 27 4 15 8 7 3 4 50 13 3 8 4 2 20 14 0 0 0 4 6 0 0 3 1 32 11 20 1 18 6 5 7 4 2 2 12 11 0 0 0 0 1 15 1 0 1 1 1 0 1 2 8 2 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 1 38 2 0 2 0 7 0 1 6 0 0 0 9 9 0 0 0 0 0 3 0 0 0 0 0 0 0 0 3 69 29 11 17 1 11 6 4 1 4 2 2 3 2 0 0 0 0 1 11 1 0 1 1 1 0 1 2 4 2,427 466 49 354 63 284 155 20 109 157 78 79 453 195 29 76 33 33 87 384 9 37 37 35 64 12 66 43 81 20 1 0 0 1 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Chicago Theological Seminary 4 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 DePaul U. 28 0 0 0 0 0 0 0 0 3 3 0 18 18 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 GarrettEvangelical Theological Seminary 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 109 Boise State U. Idaho State U. U. Idaho Illinois Benedictine U. Mechanical Total Psychology Total Total Total Total 201 Idaho Other engineering Civil Electrical, electronics, and communications Chemical 3 Bioengineering and biomedical 7 Other social sciences 8 Economics 15 Anthropology 4 Mathematics and statistics 27 45 Physics and astronomy 8 201 U. Hawaii, Manoa Chemistry 29 Hawaii Health sciences 8 State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 3 12 6 6 12 12 0 0 0 0 0 41 1 6 8 1 9 0 5 1 10 Illinois State U. 43 5 0 3 2 0 0 0 0 0 0 0 8 7 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 Institute for Clinical Social Work, Chicago 14 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 Loyola U., Chicago 74 19 0 15 4 4 4 0 0 0 0 0 28 21 0 0 0 4 3 0 0 0 0 0 0 0 0 0 0 Lutheran School of Theology, Chicago 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 National Louis U. 4 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 74 7 0 7 0 7 4 0 3 3 0 3 33 22 0 3 4 0 4 2 0 0 0 0 0 0 2 0 0 454 84 2 79 3 61 41 5 15 23 8 15 84 25 5 24 9 5 16 103 0 14 10 6 9 4 28 14 18 Northern Illinois U. Northwestern U. Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 2 Other social sciences 5 Economics 1 Anthropology 3 Mathematics and statistics 0 Physics and astronomy 4 Chemistry 86 Health sciences Illinois Institute of Technology State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Industrial and manufacturing Materials science 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 19 10 0 10 0 0 0 0 0 0 0 0 9 9 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Rush U. 16 16 0 10 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 177 32 8 19 5 10 4 2 4 7 4 3 41 22 4 8 2 1 4 19 0 0 0 1 7 1 0 0 10 Southern Illinois U., Carbondale Toyota Technological Institute, Chicago Mechanical Total Psychology Total Total Total Total Other engineering Civil Electrical, electronics, and communications Chemical 0 Bioengineering and biomedical 0 Other social sciences 0 Economics 0 Anthropology 0 Mathematics and statistics 0 Physics and astronomy 0 Chemistry 1 Rosalind Franklin U. of Medicine and Science Health sciences Roosevelt U. State or location and institution All fields Sociology Aerospace, aeronautical, and astronautical Psychology and social sciences Political science and government Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 1 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 U. Chicago 395 72 0 69 3 71 31 5 35 17 0 17 98 15 16 23 13 13 18 4 0 0 4 0 0 0 0 0 0 U. Illinois, Chicago 327 85 1 59 25 33 19 1 13 25 11 14 51 17 3 6 0 3 22 54 0 10 6 6 5 4 4 6 13

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science Indiana Materials science 36 66 45 21 63 20 1 12 5 7 18 161 8 7 9 21 34 3 27 22 30 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Mechanical Total Psychology Total Total Total Total Other engineering Industrial and manufacturing Electrical, electronics, and communications Civil 7 Bioengineering and biomedical 50 Other social sciences 93 Economics 13 Anthropology 80 Mathematics and statistics 38 Physics and astronomy 131 Chemistry 678 Health sciences Chemical Aerospace, aeronautical, and astronautical Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Sociology Wheaton C., Wheaton Psychology and social sciences Political science and government U. Illinois, UrbanaChampaign All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 1,518 266 34 180 52 179 99 22 58 128 71 57 187 68 10 15 20 22 52 328 36 21 35 20 68 12 11 46 79 Ball State U. 25 5 3 0 2 0 0 0 0 0 0 0 12 11 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 Indiana State U. 73 4 0 4 0 1 0 1 0 1 1 0 3 2 0 0 0 0 1 6 0 0 0 0 0 3 0 1 2 Indiana U., Bloomington 405 55 2 37 16 45 24 5 16 30 19 11 101 32 7 8 8 11 35 1 0 0 0 0 0 0 0 0 1 Indiana U.Purdue U., Indianapolis 74 49 0 36 13 2 0 2 0 6 5 1 3 0 0 1 0 1 1 0 0 0 0 0 0 0 0 0 0 Purdue U., West Lafayette 727 131 28 82 21 93 51 11 31 69 32 37 45 17 3 5 2 5 13 270 29 17 27 15 55 9 11 39 68 U. Notre Dame 214 22 1 21 0 38 24 3 11 22 14 8 23 6 0 1 10 5 1 51 7 4 8 5 13 0 0 6 8

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 Science St. Ambrose U. Materials science 18 51 16 35 90 38 3 15 5 6 23 127 8 9 7 13 19 3 14 15 39 3 8 27 12 15 43 13 0 12 0 4 14 96 8 1 5 8 15 2 13 11 33 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 Mechanical Total Psychology Total Total Total Total Other engineering Industrial and manufacturing Electrical, electronics, and communications 9 17 Bioengineering and biomedical 35 28 Other social sciences 62 7 Economics 43 56 Anthropology 131 18 Mathematics and statistics 18 81 Physics and astronomy 192 322 Chemistry 712 Health sciences Civil Aerospace, aeronautical, and astronautical Computer and information sciences Geosciences, atmospheric, and ocean sciences Biological and biomedical sciences Agricultural sciences and natural resources Chemical Maharishi U. of Management Sociology Iowa State U. Psychology and social sciences Political science and government Iowa All fields State or location and institution Mathematics and computer sciences Physical sciences and earth sciences Life sciences Engineering 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 369 109 0 75 34 34 18 6 10 24 4 20 47 25 3 3 5 2 9 31 0 8 2 5 4 1 1 4 6 14 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 514 145 35 74 36 40 27 1 12 26 9 17 104 53 1 12 4 12 22 65 4 5 5 8 9 5 4 5 20 Kansas State U. 175 69 32 31 6 14 7 0 7 11 6 5 29 16 0 4 1 4 4 20 0 0 1 5 5 2 1 0 6 U. Kansas 302 74 3 42 29 24 18 1 5 13 3 10 63 25 1 8 3 8 18 27 2 5 4 3 3 0 1 0 9 37 2 0 1 1 2 2 0 0 2 0 2 12 12 0 0 0 0 0 18 2 0 0 0 1 3 2 5 5 480 132 12 88 32 22 12 2 8 33 14 19 80 40

Table 7. Doctorate-granting institutions, by state or location and major science and engineering fields of study: 2016 State or location and institution Science Engineering Life sciences and earth sciences sciences Psychology and social sciences Sociology Other social sciences

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Materials Science and Engineering, Mechanical Engineering, Production Engineering, Chemical Engineering, Textile Engineering, Nuclear Engineering, Electrical Engineering, Civil Engineering, other related Engineering discipline Energy Resources Engineering (ERE) The students’ academic background should be: Mechanical Power Engineering, Energy .

technology, engineering, and mathematics." In practice, NSF funds research in the so-called core sciences (e.g., mathematics and physical sciences) and engineering as well as psychology and the social sciences. 8 While the DHS definition of a STEM field is, in general, more narrow than that of the NSF, DHS announced in May

IBDP MATHEMATICS: ANALYSIS AND APPROACHES SYLLABUS SL 1.1 11 General SL 1.2 11 Mathematics SL 1.3 11 Mathematics SL 1.4 11 General 11 Mathematics 12 General SL 1.5 11 Mathematics SL 1.6 11 Mathematic12 Specialist SL 1.7 11 Mathematic* Not change of base SL 1.8 11 Mathematics SL 1.9 11 Mathematics AHL 1.10 11 Mathematic* only partially AHL 1.11 Not covered AHL 1.12 11 Mathematics AHL 1.13 12 .

as HSC Year courses: (in increasing order of difficulty) Mathematics General 1 (CEC), Mathematics General 2, Mathematics (‘2 Unit’), Mathematics Extension 1, and Mathematics Extension 2. Students of the two Mathematics General pathways study the preliminary course, Preliminary Mathematics General, followed by either the HSC Mathematics .

2. 3-4 Philosophy of Mathematics 1. Ontology of mathematics 2. Epistemology of mathematics 3. Axiology of mathematics 3. 5-6 The Foundation of Mathematics 1. Ontological foundation of mathematics 2. Epistemological foundation of mathematics 4. 7-8 Ideology of Mathematics Education 1. Industrial Trainer 2. Technological Pragmatics 3.

2. Further mathematics is designed for students with an enthusiasm for mathematics, many of whom will go on to degrees in mathematics, engineering, the sciences and economics. 3. The qualification is both deeper and broader than A level mathematics. AS and A level further mathematics build from GCSE level and AS and A level mathematics.

Students in middle school continue to develop understanding of four core ideas in the physical sciences. The middle school performance expectations in the Physical Sciences build on the K - 5 ideas and capabilities to allow learners to explain phenomena central to the physical sciences but also to the life sciences and earth and space science.

Albert Woodfox a, quant à lui, vu sa condamnation annulée trois fois : en 1992, 2008, et . février 2013. Pourtant, il reste maintenu en prison, à l’isolement. En 1992 et 2013, la décision était motivée par la discrimination dans la sélection des membres du jury. En 2008, la Cour concluait qu’il avait été privé de son droit de bénéficier de l’assistance adéquate d’un .