This indicator represents the relationship between federal R&D spending in a state and the number of employees in the state who work in S&E occupations. Federal R&D dollars are attributed to the states in which the recipients of federal obligations are located.
Data on federal obligations for R&D come from the National Center for Science and Engineering Statistics, which aggregates reports from 11 federal agencies. The Department of Defense (DoD) disburses the most funding, approximately 50% of the total. The geographic distribution of DoD R&D funding to industry, mostly for development, reflects the location of prime contractors only, not the numerous subcontractors who perform much of the R&D.
S&E occupations are defined by standard occupational codes. They include engineers and computer, mathematical, life, physical, and social scientists. Managers, technicians, elementary and secondary schoolteachers, and medical personnel are not included.
Data on individuals in S&E occupations come from a survey of workplaces that assigns workers to a state based on where they work. Estimates do not include self-employed persons and are developed by the Bureau of Labor Statistics from data provided by state workforce agencies. Data on people in S&E occupations are sample based.
Estimates for states with smaller populations are generally less precise than estimates for states with larger populations.
Table 8-42 | |||||||||||
Federal R&D obligations per individual in science and engineering occupation, by state: 2003, 2007, and 2011 | |||||||||||
Federal R&D obligations ($millions) |
Individuals in S&E occupations |
Federal R&D obligations/individual in S&E occupation ($) |
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State | 2003 | 2007 | 2011 | 2003 | 2007 | 2011 | 2003 | 2007 | 2011 | ||
United States | 100,982 | 124,684 | 132,213 | 4,961,550 | 5,591,990 | 5,794,980 | 20,353 | 22,297 | 22,815 | ||
Alabama | 3,212 | 2,248 | 5,295 | 56,380 | 69,650 | 70,290 | 56,971 | 32,276 | 75,331 | ||
Alaska | 399 | 264 | 203 | 10,600 | 11,990 | 15,680 | 37,642 | 22,018 | 12,946 | ||
Arizona | 2,385 | 2,422 | 2,947 | 92,120 | 102,380 | 115,330 | 25,890 | 23,657 | 25,553 | ||
Arkansas | 145 | 178 | 185 | 21,340 | 28,460 | 29,350 | 6,795 | 6,254 | 6,303 | ||
California | 20,170 | 26,987 | 23,766 | 676,180 | 753,570 | 800,430 | 29,829 | 35,812 | 29,692 | ||
Colorado | 1,735 | 2,798 | 3,956 | 124,140 | 138,990 | 144,750 | 13,976 | 20,131 | 27,330 | ||
Connecticut | 2,068 | 2,117 | 2,520 | 81,380 | 80,280 | 76,550 | 25,412 | 26,370 | 32,920 | ||
Delaware | 95 | 131 | 115 | 17,370 | 22,140 | 22,430 | 5,469 | 5,917 | 5,127 | ||
District of Columbia | 2,986 | 4,278 | 3,245 | 54,890 | 63,150 | 62,660 | 54,400 | 67,743 | 51,787 | ||
Florida | 2,854 | 4,078 | 2,572 | 221,070 | 244,140 | 244,970 | 12,910 | 16,704 | 10,499 | ||
Georgia | 2,133 | 1,686 | 1,467 | 144,170 | 136,880 | 147,820 | 14,795 | 12,317 | 9,924 | ||
Hawaii | 414 | 379 | 427 | 16,090 | 18,740 | 20,100 | 25,730 | 20,224 | 21,244 | ||
Idaho | 218 | 288 | 461 | 22,150 | 24,330 | 25,950 | 9,842 | 11,837 | 17,765 | ||
Illinois | 1,935 | 2,145 | 2,993 | 211,230 | 225,180 | 204,420 | 9,161 | 9,526 | 14,641 | ||
Indiana | 574 | 597 | 910 | 78,410 | 83,080 | 93,640 | 7,320 | 7,186 | 9,718 | ||
Iowa | 500 | 662 | 702 | 37,320 | 45,430 | 48,930 | 13,398 | 14,572 | 14,347 | ||
Kansas | 269 | 318 | 372 | 51,970 | 50,040 | 51,530 | 5,176 | 6,355 | 7,219 | ||
Kentucky | 247 | 222 | 247 | 45,230 | 49,030 | 51,990 | 5,461 | 4,528 | 4,751 | ||
Louisiana | 453 | 419 | 612 | 41,900 | 38,450 | 42,760 | 10,811 | 10,897 | 14,312 | ||
Maine | 167 | 379 | 181 | 15,020 | 15,960 | 17,490 | 11,119 | 23,747 | 10,349 | ||
Maryland | 8,027 | 11,906 | 16,156 | 149,250 | 162,540 | 173,020 | 53,782 | 73,250 | 93,376 | ||
Massachusetts | 5,492 | 7,529 | 7,789 | 184,690 | 205,610 | 220,670 | 29,736 | 36,618 | 35,297 | ||
Michigan | 1,693 | 1,726 | 2,157 | 182,940 | 212,040 | 188,380 | 9,254 | 8,140 | 11,450 | ||
Minnesota | 866 | 1,387 | 973 | 117,120 | 129,840 | 130,340 | 7,394 | 10,682 | 7,465 | ||
Mississippi | 1,181 | 434 | 610 | 22,190 | 25,520 | 23,440 | 53,222 | 17,006 | 26,024 | ||
Missouri | 1,350 | 1,221 | 1,197 | 84,150 | 102,170 | 106,930 | 16,043 | 11,951 | 11,194 | ||
Montana | 131 | 654 | 182 | 11,450 | 13,240 | 14,960 | 11,441 | 49,396 | 12,166 | ||
Nebraska | 168 | 230 | 263 | 30,710 | 31,420 | 33,800 | 5,471 | 7,320 | 7,781 | ||
Nevada | 419 | 321 | 482 | 22,330 | 26,920 | 28,370 | 18,764 | 11,924 | 16,990 | ||
New Hampshire | 512 | 340 | 408 | 23,430 | 28,450 | 29,260 | 21,852 | 11,951 | 13,944 | ||
New Jersey | 2,088 | 2,192 | 2,623 | 161,420 | 186,120 | 182,210 | 12,935 | 11,777 | 14,395 | ||
New Mexico | 3,090 | 3,478 | 3,553 | 33,600 | 33,440 | 35,520 | 91,964 | 104,007 | 100,028 | ||
New York | 4,383 | 5,368 | 5,253 | 272,440 | 322,520 | 310,510 | 16,088 | 16,644 | 16,917 | ||
North Carolina | 1,617 | 1,828 | 2,069 | 132,440 | 142,970 | 161,880 | 12,209 | 12,786 | 12,781 | ||
North Dakota | 107 | 116 | 118 | 8,430 | 9,660 | 12,070 | 12,693 | 12,008 | 9,776 | ||
Ohio | 2,967 | 3,661 | 3,610 | 177,100 | 196,390 | 208,140 | 16,753 | 18,641 | 17,344 | ||
Oklahoma | 570 | 253 | 476 | 44,360 | 51,430 | 47,090 | 12,849 | 4,919 | 10,108 | ||
Oregon | 514 | 506 | 729 | 61,230 | 67,890 | NA | 8,395 | 7,453 | NA | ||
Pennsylvania | 3,989 | 3,360 | 4,528 | 185,560 | 218,890 | NA | 21,497 | 15,350 | NA | ||
Rhode Island | 566 | 628 | 613 | 18,740 | 18,400 | 19,450 | 30,203 | 34,130 | 31,517 | ||
South Carolina | 454 | 422 | 516 | 48,740 | 54,120 | 61,020 | 9,315 | 7,797 | 8,456 | ||
South Dakota | 55 | 62 | 62 | 9,150 | 11,550 | 11,790 | 6,011 | 5,368 | 5,259 | ||
Tennessee | 1,131 | 1,908 | 2,214 | 63,680 | 70,820 | 77,630 | 17,761 | 26,942 | 28,520 | ||
Texas | 5,414 | 6,693 | 5,904 | 365,270 | 441,410 | 469,080 | 14,822 | 15,163 | 12,586 | ||
Utah | 803 | 991 | 1,758 | 45,570 | 51,340 | 51,350 | 17,621 | 19,303 | 34,236 | ||
Vermont | 201 | 108 | 126 | 11,420 | 12,760 | 13,100 | 17,601 | 8,464 | 9,618 | ||
Virginia | 6,709 | 9,088 | 8,637 | 209,280 | 254,710 | 267,620 | 32,058 | 35,680 | 32,273 | ||
Washington | 2,442 | 4,751 | 4,980 | 150,230 | 183,900 | 196,760 | 16,255 | 25,835 | 25,310 | ||
West Virginia | 383 | 219 | 261 | 16,220 | 16,560 | 18,300 | 23,613 | 13,225 | 14,262 | ||
Wisconsin | 658 | 671 | 752 | 93,320 | 99,380 | 102,320 | 7,051 | 6,752 | 7,349 | ||
Wyoming | 43 | 37 | 38 | 6,130 | 8,110 | 8,440 | 7,015 | 4,562 | 4,502 | ||
Puerto Rico | 112 | 86 | 99 | 19,940 | 23,630 | 20,990 | 5,617 | 3,639 | 4,717 | ||
NA = not available. NOTES: Only 11 agencies are required to report federal R&D obligations: Departments of Agriculture, Commerce, Defense, Energy, Health and Human Services, Homeland Security (established in 2002), Interior, and Transportation; Environmental Protection Agency; National Aeronautics and Space Administration; and National Science Foundation. These obligations represent approximately 98% of total federal R&D obligations. Federal R&D obligations are reported in current dollars. Occupational Employment Statistics estimates for 2003 are based on November data; estimates for the remaining years are based on May data. SOURCES: National Science Foundation, National Center for Science and Engineering Statistics, Federal Funds for Research and Development (various years); Bureau of Labor Statistics, Occupational Employment Statistics Survey (various years). Science and Engineering Indicators 2014 |
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