This indicator represents how federal R&D obligations are disbursed geographically relative to the size of a state’s employed civilian workforce. Federal R&D dollars are attributed to the states in which the recipients 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 federal R&D funding, approximately 50% of the total. The geographic distribution of DoD R&D funding for development to industry reflects the location of prime contractors only, not the subcontractors who perform much of the R&D. A high value may indicate the existence of a number of large prime contractors or major federally funded R&D facilities in a state.
The estimate of a state’s workforce is provided by the Bureau of Labor Statistics (BLS). It represents the employed component of the civilian labor force and is not seasonally adjusted. BLS assigns workers to a location based on residence. Estimates for states with smaller populations are generally less precise than estimates for states with larger populations.
Table 8-41 | |||||||||||
Federal R&D obligations per employed worker, by state: 2001, 2006, and 2011 | |||||||||||
Federal R&D obligations ($thousands) |
Employed workers |
Federal R&D obligations/ employed worker ($) |
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State | 2001 | 2006 | 2011 | 2001 | 2006 | 2011 | 2001 | 2006 | 2011 | ||
United States | 82,445,122 | 107,446,145 | 132,214,369 | 137,107,779 | 143,729,350 | 140,695,662 | 601 | 748 | 940 | ||
Alabama | 2,456,769 | 2,161,708 | 5,295,260 | 2,034,909 | 2,098,462 | 1,992,522 | 1,207 | 1,030 | 2,658 | ||
Alaska | 254,444 | 209,038 | 202,715 | 301,694 | 326,109 | 337,796 | 843 | 641 | 600 | ||
Arizona | 1,881,000 | 2,056,284 | 2,947,365 | 2,453,453 | 2,836,638 | 2,761,984 | 767 | 725 | 1,067 | ||
Arkansas | 183,867 | 156,164 | 185,011 | 1,194,024 | 1,286,887 | 1,251,877 | 154 | 121 | 148 | ||
California | 13,001,687 | 21,156,522 | 23,766,358 | 16,220,033 | 16,821,266 | 16,237,286 | 802 | 1,258 | 1,464 | ||
Colorado | 1,450,603 | 2,029,641 | 3,956,160 | 2,303,494 | 2,541,828 | 2,490,004 | 630 | 798 | 1,589 | ||
Connecticut | 1,377,388 | 1,591,960 | 2,519,649 | 1,700,046 | 1,745,993 | 1,732,807 | 810 | 912 | 1,454 | ||
Delaware | 83,546 | 108,657 | 115,097 | 404,135 | 424,618 | 407,772 | 207 | 256 | 282 | ||
District of Columbia | 2,775,973 | 4,091,852 | 3,244,864 | 286,649 | 303,791 | 312,859 | 9,684 | 13,469 | 10,372 | ||
Florida | 2,774,006 | 2,319,079 | 2,572,256 | 7,624,718 | 8,584,095 | 8,322,237 | 364 | 270 | 309 | ||
Georgia | 3,438,270 | 1,251,445 | 1,467,224 | 4,112,868 | 4,500,150 | 4,295,113 | 836 | 278 | 342 | ||
Hawaii | 435,685 | 340,094 | 426,895 | 589,216 | 617,807 | 614,824 | 739 | 550 | 694 | ||
Idaho | 209,344 | 297,094 | 461,143 | 644,816 | 718,077 | 702,920 | 325 | 414 | 656 | ||
Illinois | 1,825,057 | 1,975,552 | 2,993,498 | 6,113,536 | 6,225,095 | 5,942,809 | 299 | 317 | 504 | ||
Indiana | 568,761 | 559,860 | 909,639 | 3,020,985 | 3,080,047 | 2,874,722 | 188 | 182 | 316 | ||
Iowa | 361,455 | 497,173 | 702,407 | 1,568,638 | 1,595,136 | 1,562,156 | 230 | 312 | 450 | ||
Kansas | 306,656 | 212,152 | 372,210 | 1,347,715 | 1,403,938 | 1,401,055 | 228 | 151 | 266 | ||
Kentucky | 370,384 | 239,141 | 246,577 | 1,852,056 | 1,904,467 | 1,875,447 | 200 | 126 | 131 | ||
Louisiana | 275,788 | 321,096 | 612,183 | 1,922,110 | 1,900,240 | 1,919,021 | 143 | 169 | 319 | ||
Maine | 450,735 | 226,468 | 181,441 | 650,699 | 665,856 | 649,312 | 693 | 340 | 279 | ||
Maryland | 9,473,728 | 12,499,496 | 16,155,528 | 2,712,268 | 2,892,733 | 2,868,191 | 3,493 | 4,321 | 5,633 | ||
Massachusetts | 4,499,835 | 6,104,611 | 7,789,148 | 3,275,343 | 3,255,504 | 3,216,160 | 1,374 | 1,875 | 2,422 | ||
Michigan | 1,196,424 | 1,680,908 | 2,156,949 | 4,876,338 | 4,722,716 | 4,189,792 | 245 | 356 | 515 | ||
Minnesota | 900,936 | 1,237,266 | 973,293 | 2,755,808 | 2,774,524 | 2,777,285 | 327 | 446 | 350 | ||
Mississippi | 415,671 | 544,029 | 610,041 | 1,229,884 | 1,199,871 | 1,197,641 | 338 | 453 | 509 | ||
Missouri | 927,045 | 1,225,269 | 1,197,459 | 2,867,853 | 2,889,461 | 2,767,043 | 323 | 424 | 433 | ||
Montana | 136,825 | 149,876 | 182,103 | 447,827 | 476,412 | 466,372 | 306 | 315 | 390 | ||
Nebraska | 145,189 | 159,986 | 262,929 | 925,783 | 943,176 | 961,786 | 157 | 170 | 273 | ||
Nevada | 360,215 | 422,449 | 482,238 | 1,042,182 | 1,222,277 | 1,207,799 | 346 | 346 | 399 | ||
New Hampshire | 474,423 | 371,808 | 407,597 | 680,706 | 708,748 | 697,383 | 697 | 525 | 584 | ||
New Jersey | 1,673,959 | 2,110,673 | 2,622,723 | 4,117,543 | 4,257,899 | 4,120,017 | 407 | 496 | 637 | ||
New Mexico | 2,890,565 | 3,100,110 | 3,553,015 | 821,003 | 886,708 | 862,043 | 3,521 | 3,496 | 4,122 | ||
New York | 3,528,344 | 5,225,241 | 5,252,630 | 8,743,924 | 9,062,464 | 8,740,642 | 404 | 577 | 601 | ||
North Carolina | 1,400,937 | 1,765,859 | 2,069,117 | 3,929,977 | 4,261,325 | 4,183,052 | 356 | 414 | 495 | ||
North Dakota | 77,903 | 112,067 | 118,061 | 336,228 | 349,368 | 368,677 | 232 | 321 | 320 | ||
Ohio | 3,051,142 | 2,420,136 | 3,609,891 | 5,566,735 | 5,602,764 | 5,303,655 | 548 | 432 | 681 | ||
Oklahoma | 324,002 | 262,336 | 475,596 | 1,614,627 | 1,650,070 | 1,678,953 | 201 | 159 | 283 | ||
Oregon | 522,640 | 505,321 | 729,170 | 1,711,041 | 1,792,039 | 1,785,400 | 305 | 282 | 408 | ||
Pennsylvania | 2,772,116 | 3,227,533 | 4,528,148 | 5,874,153 | 6,021,084 | 5,892,519 | 472 | 536 | 768 | ||
Rhode Island | 437,455 | 615,902 | 612,766 | 520,677 | 543,973 | 499,481 | 840 | 1,132 | 1,227 | ||
South Carolina | 314,287 | 370,562 | 515,713 | 1,834,871 | 1,970,912 | 1,941,654 | 171 | 188 | 266 | ||
South Dakota | 54,941 | 75,926 | 61,931 | 400,352 | 421,799 | 422,696 | 137 | 180 | 147 | ||
Tennessee | 1,039,488 | 1,455,622 | 2,213,857 | 2,728,523 | 2,852,509 | 2,828,617 | 381 | 510 | 783 | ||
Texas | 3,189,399 | 5,263,822 | 5,904,027 | 9,991,920 | 10,757,510 | 11,493,519 | 319 | 489 | 514 | ||
Utah | 421,569 | 737,850 | 1,757,902 | 1,108,547 | 1,285,389 | 1,254,151 | 380 | 574 | 1,402 | ||
Vermont | 112,704 | 105,544 | 125,857 | 330,099 | 343,149 | 338,632 | 341 | 308 | 372 | ||
Virginia | 4,995,665 | 8,882,441 | 8,637,382 | 3,537,719 | 3,862,508 | 3,928,267 | 1,412 | 2,300 | 2,199 | ||
Washington | 1,725,258 | 4,039,292 | 4,980,150 | 2,863,705 | 3,155,384 | 3,161,818 | 602 | 1,280 | 1,575 | ||
West Virginia | 376,105 | 301,416 | 261,253 | 758,904 | 777,210 | 740,175 | 496 | 388 | 353 | ||
Wisconsin | 487,948 | 635,645 | 752,236 | 2,897,937 | 2,932,482 | 2,832,826 | 168 | 217 | 266 | ||
Wyoming | 36,986 | 36,169 | 37,709 | 259,508 | 276,882 | 284,893 | 143 | 131 | 132 | ||
Puerto Rico | 90,790 | 98,790 | 98,891 | 1,133,988 | 1,260,703 | 1,032,765 | 80 | 78 | 96 | ||
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. Civilian workers represent the employed component of the civilian labor force and are reported as annual data not seasonally adjusted. Federal R&D obligations are reported in current dollars. SOURCES: National Science Foundation, National Center for Science and Engineering Statistics, Federal Funds for Research and Development (various years); Bureau of Labor Statistics, Local Area Unemployment Statistics (various years). Science and Engineering Indicators 2014 |
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