Data

U. Minnesota, Duluth

Total R&D expenditures, by source of funds and R&D field: 2023
(Dollars in thousands)
Field All R&D expenditures Federal government State and local government Institution funds Business Nonprofit organizations All other sources
  All R&D fields   25,534   7,533   6,410   11,092   381   63   55
    Science   23,074   7,178   5,937   9,622   311   12   14
      Computer and information sciences   257   172   0   85   0   0   0
      Geosciences, atmospheric sciences, and ocean sciences   621   427   76   118   0   0   0
        Atmospheric science and meteorology   0   0   0   0   0   0   0
        Geological and earth sciences   621   427   76   118   0   0   0
        Ocean sciences and marine sciences   0   0   0   0   0   0   0
        Geosciences, atmospheric sciences, and ocean sciences nec   0   0   0   0   0   0   0
      Life sciences   20,530   5,495   5,861   8,935   237   0   2
        Agricultural sciences   0   0   0   0   0   0   0
        Biological and biomedical sciences   1,341   625   277   437   0   0   2
        Health sciences   3   2   0   1   0   0   0
        Natural resources and conservation   19,186   4,868   5,584   8,497   237   0   0
        Life sciences nec   0   0   0   0   0   0   0
      Mathematics and statistics   248   92   0   82   74   0   0
      Physical sciences   619   376   0   233   0   0   10
        Astronomy and astrophysics   0   0   0   0   0   0   0
        Chemistry   289   114   0   165   0   0   10
        Materials science   0   0   0   0   0   0   0
        Physics   330   262   0   68   0   0   0
        Physical sciences nec   0   0   0   0   0   0   0
      Psychology   473   451   0   20   0   0   2
      Social sciences   326   165   0   149   0   12   0
        Anthropology   12   0   0   12   0   0   0
        Economics   4   0   0   4   0   0   0
        Political science and government   79   0   0   79   0   0   0
        Sociology, demography, and population studies   0   0   0   0   0   0   0
        Social sciences nec   231   165   0   54   0   12   0
      Sciences nec   0   0   0   0   0   0   0
    Engineering   1,878   331   387   1,071   70   0   19
      Aerospace, aeronautical, and astronautical engineering   0   0   0   0   0   0   0
      Bioengineering and biomedical engineering   0   0   0   0   0   0   0
      Chemical engineering   176   0   0   157   0   0   19
      Civil engineering   574   68   213   223   70   0   0
      Electrical, electronic, and communications engineering   150   18   31   101   0   0   0
      Industrial and manufacturing engineering   663   245   143   275   0   0   0
      Mechanical engineering   0   0   0   0   0   0   0
      Metallurgical and materials engineering   0   0   0   0   0   0   0
      Engineering nec   315   0   0   315   0   0   0
    Non-S&E   582   24   86   399   0   51   22
      Business management and business administration   206   0   86   110   0   10   0
      Communication and communications technologies   0   0   0   0   0   0   0
      Education   81   0   0   66   0   15   0
      Humanities   31   0   0   31   0   0   0
      Law   0   0   0   0   0   0   0
      Social work   17   0   0   17   0   0   0
      Visual and performing arts   52   0   0   52   0   0   0
      Non-S&E nec   195   24   0   123   0   26   22

NOTES:
  • . = data were not collected at this level or institution was not eligible to participate for this survey year.
  • Prior to FY 2016, expenditures for natural resources and conservation, materials science, anthropology, and industrial and manufacturing engineering were not collected separately. R&D expenditures in agricultural sciences decreased in FY 2016 because a number of disciplines previously reported in that field are now reported separately under natural resources and conservation.

SOURCE: National Center for Science and Engineering Statistics, Higher Education R&D Survey

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