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      contributes to greater inclusion in the innovation  Institutional Structures
      ecosystem.                                    Differences between academic structures and
                                                  industry networks also influence patenting behavior.
      STEM Education                              Academic organizations tend to be more top-down.
        Ensuring that women, people of color, and low-  Tenure and promotion decisions, research oppor-
      er-income individuals have access to high quality  tunities, grants, and opportunities to collaborate
      education is an important first step. Encouraging  with other researchers are often determined based
      more gender, race, and income diversity in the most  on status, title, and seniority. By contrast, certain
      patent-intensive STEM fields in colleges and gradu-  industry networks tend to be more collaborative, with
      ate schools — mechanical engineering and electrical  industry inventors more able to expand or form new
      engineering — helps close the portion of the patent  relationships on their own without “permission” or
      gaps attributable to gaps in education. STEM educa-  explicit support from their institutions. This positions
      tion in primary and secondary schools also plays an  certain industry inventors, in particular, to expand
      important role. Moreover, private programs that pro-  their networks and increase the potential universe of
      mote exposure to STEM fields are a key component.  partners for research and development projects that
      For example, the Qualcomm Thinkabit Lab offers  could lead to patented inventions (13).
      daylong STEM programs for elementary and second-    In the university context, much of the band-
      ary school classes, free of charge, to expose children to  width that women academics devote to research
      careers in science and engineering, “careers they may  is expended on academic publishing rather than
      not know exist” (12). Programs like Thinkabit, Girls  patenting efforts. Including patents as a key part of
      Who Code, and Girl Develop It are key to ensuring  tenure and promotion decisions for STEM faculty will
      that children of all backgrounds learn about STEM  likely encourage more women and faculty of color
      opportunities early.                        to patent. Relatedly, inventors should actively seek
                                                  to work on mixed-gender research and development
      Mentorship and Social Networking            teams. Beyond promoting inclusion in innovation,
        However, education is only part of the solution.  mixed gender teams produce higher-quality patents
      Mentorships and social networks also play signifi-  as measured by patent citations (7).
      cant roles in encouraging the commercialization of    Truly closing the gaps will require conscious
      invention. Social networks are key to helping inven-  effort and institutional change in academia, indus-
      tors “evaluat[e] whether it would be worthwhile to  try, government, and other institutions that support
      pursue a patent” in the first place since an inventor  inventors. At the university level, technology transfer
      is likely to first seek advice from his or her own peers  offices exist to help researchers patent and commer-
      (7). Moreover, for women in particular, the relative  cialize their inventions. For women and people of
      “exclusion from STEM fields” has led to limited avail-  color, whose access to social networks is more limited,
      able mentorship opportunities and networks. Because  technology transfer offices can prove especially valu-
      women tend to seek other women as mentors, and  able to help navigate the patenting process and grow
      females in positions to act as mentors for inventors  their networks (17). Both universities and industries
      are limited in supply, it is harder for women to find  need to do more to build collaborative networks that
      other women inventors to advise them (7). Another  encourage inclusive inventing teams.
      study found that children are more likely to patent
      in the technology area in which their parents work,  Exposure to Innovation
      suggesting that “the network of people in the firm    Mere exposure to other inventors is another way
      and industry could influence what careers young  to help close the gaps. The children of inventors are
      people are interested in studying and pursuing later  nearly ten times more likely to become inventors than
      in life” (11).                              children of non-inventors (11). Likewise, children
                                                  who grow up in “innovation-intensive” areas, such as
                                                  Northern California, New England, New York City,
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