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724                                DEMIRALP ET AL.



      in favor of more egalitarian practices among acade-  and on-the-job training and continuing through
      micians, in order to better accommodate junior and  business formation and operation, that affect com-
      mid-level women scientists in commercially-oriented  mercialization among women. Individually, each
      work distributions (9).                     stage represents a critical opportunity for leverag-
                                                  ing the potential of women and girls in STEM. Taken
      Enabling Future Research on Women in STEM   together, this pipeline demonstrates the considerable
        The recent increase in scientific and policy   breadth of the challenge of decreasing the commer-
      resources directed at improving women’s engagement  cialization gap.
      in STEM further underscores the need for appropriate    There is still a need for further research to better
      data to understand the commercialization and entre-  understand the determinants of commercialization
      preneurial outcomes of women in STEM. Specifically,   and why they may have differential effects on women
      improvements in data collected may better detail the  and minority entrepreneurs in STEM. An immedi-
      factors that contribute to the gender gap in commer-  ate limitation in this research effort is the lack of data
      cialization and track progress towards equity (33).  sources that allow researchers to simultaneously iden-
      To date, the U.S. Patent and Trademark Office does  tify entrepreneur and business characteristics and
      not publicly share demographic information on pat-  measure the quality and quantity of their commercial-
      ent applicants and granted patents, a practice that is   ization outcomes. Therefore, enhancing data sources
      also common among university technology transfer   to permit rigorous empirical analyses of commer-
      offices (27). Furthermore, microdata that has detailed   cialization outcomes is an important step for future
      information on not only outputs related to intellec-  research that is needed to inform policy-making.
      tual property (e.g., patents, trademarks, etc.) but also     Future research, empowered by improved data for
      information on the extent to which underlying tech-  analysis, should investigate the relative roles that var-
      nology enters the market would lead to research that   ious internal and external factors play in explaining
      can provide more direct evidence on commercial   commercialization outcomes among women entre-
      activity and better inform policy.          preneurs. A better understanding of the determinants
                                                  influencing women’s entrepreneurial choices and
      CONCLUSIONS                                 commercialization outcomes is key for the devel-
        This report presents an examination of women’s  opment of effective and targeted policies that will
      entrepreneurship and commercialization in STEM  allow the U.S. economy to realize the full potential
      through descriptive data analysis and literature  of STEM fields.
      review. Its findings highlight differences between
      men and women entrepreneurs in STEM fields as  ACKNOWLEDGMENTS
      well as differences between women entrepreneurs    We would like to thank Dolores Rowen (Research
      in STEM and non-STEM fields in terms of owner  Manager, National Women’s Business Council
      and business characteristics. These differences sug-  (NWBC)), Esther Morales (Executive Director,
      gest that women entrepreneurs in STEM fields may  NWBC), and Dr. Teresa Nelson (Councilmember,
      face unique challenges or may experience the effects  NWBC) for their helpful comments on earlier drafts
      of certain challenges disproportionately relative to  of this report. We would also like to thank Professors
      men. Further, minority women may face steeper and  Al Link (University of North Carolina Greensboro)
      somewhat different challenges to pursuing careers  and Maryann Feldman (University of North Carolina
      and commercial success in STEM fields than other  Chapel Hill) for their valuable feedback and com-
      women.                                      ments. We are grateful to Annie Rorem (Senior
        Prior research has identified external factors in  Research Manager, NWBC) for her valuable insight
      each career stage, starting with STEM education  and feedback throughout the project.
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