Using data on Kickstarter campaigns and venture capital investments from 2009–2015, we explored whether crowdfunding expanded access to financial capital, in the sense of supporting innovation in more geographically diverse regions than venture capital. Over this period, crowdfunding has supported projects in many regions that have attracted little or no venture capital. Within regions, moreover, the evidence suggests that successful crowdfunding campaigns attract future venture capital investments and that they have been doing so at an increasing rate. Crowdfunding therefore appears to be expanding access to capital to a larger pool of innovators.
We examine the extent to which the gender wage gap stems from dual-earner couples jointly choosing where to live. If couples locate in places better suited for the man’s employment than for the woman’s, the resulting mismatch of women to employers will de- press women’s wages. Examining data from Denmark, our analyses indicate (i) that Danish couples chose locations with higher expected wages for the man than for the woman, (ii) that the better matching of men in couples to local employers could account for up to 36% of the gender wage gap, and (iii) that the greatest asymmetry in the apparent importance of the man’s versus the woman’s potential earnings occurred among couples with pre-school age children and where the male partner had accounted for a larger share of household income before the potential move.
]]>We examined the usefulness (precision) and completeness (recall) of the Author-ity author disambiguation for PubMed articles by associating articles with scientists funded by the National Institutes of Health (NIH). In doing so, we exploited established unique identifiers —Principal Investigator (PI) IDs—that the NIH assigns to funded scientists. Analyzing a set of 36,987 NIH scientists who received their first R01 grant between 1985 and 2009, we identified 355,921 articles appearing in PubMed that would allow us to evaluate the precision and recall of the Author-ity disambiguation. We found that Author-ity identified the NIH scientists with 99.51% precision across the articles. It had a corresponding recall of 99.64%. Precision and recall, moreover, appeared stable across common and uncommon last names, across ethnic backgrounds, and across levels of scientist productivity.
PLoS One, 11 (2016): e0158731 (OPEN ACCESS)
Lee Fleming and Olav Sorenson
This introduction to the special issue on crowdfunding begins by providing some information about the history and nature of the phenomenon. It then summarizes some of the key advantages and disadvantages of crowdfunding for entrepreneurs and for investors, introducing the various articles in the issue that explore these topics in greater depth. It concludes with some speculations regarding the possible future of the industry and its effects on entrepreneurship, innovation, and inequality.
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We convened a group of experts to discuss their thoughts about the current state of crowdfunding, its future, important emerging trends in the field, and the opportunities and challenges facing investors and entrepreneurs in the space. Across the board, our experts highlighted the importance of crowdfunding as a means for mobilizing resources. They also maintained that crowdfunding has already emerged as an important force in global finance, which appears here to stay, but one where we have only begun to see the ways in which it will transform the financial sector.
]]>Alicia Barroso, Marco Giarratana, Samira Reis, and Olav Sorenson
The performance of firms depends not just on the structure of the industries in which they compete but also on their relative positioning within those industries, in terms of operating within particular niches. We propose that demand for these niches depends endogenously on the historical ecology of the products offered: Niches become saturated – reduced in their ability to support products – as a large number of previous offerings allows the audience to satisfy its desire for products of a particular type. Analyzing the survival rates of television series aired in the United States from 1946 to 2003, we found that the survival rates of future entrants fell with the extensiveness of recent offerings in the niche, and that the negative association between crowding and survival also weakened with this saturation.