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  <identifier identifierType="DOI">10.7910/DVN/5D4UAY</identifier>
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    <creator>
      <creatorName nameType="Personal">Sorenson, Olav</creatorName>
      <givenName>Olav</givenName>
      <familyName>Sorenson</familyName>
      <affiliation>Yale University</affiliation>
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    <creator>
      <creatorName nameType="Personal">Assenova, Valentina</creatorName>
      <givenName>Valentina</givenName>
      <familyName>Assenova</familyName>
      <affiliation>Yale University</affiliation>
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    <creator>
      <creatorName nameType="Personal">Li, Guan-Cheng</creatorName>
      <givenName>Guan-Cheng</givenName>
      <familyName>Li</familyName>
      <affiliation>University of California, Berkeley</affiliation>
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    <creator>
      <creatorName nameType="Personal">Boada, Jason</creatorName>
      <givenName>Jason</givenName>
      <familyName>Boada</familyName>
      <affiliation>IBM</affiliation>
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    <creator>
      <creatorName nameType="Personal">Fleming, Lee</creatorName>
      <givenName>Lee</givenName>
      <familyName>Fleming</familyName>
      <affiliation>University of California, Berkeley</affiliation>
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  <titles>
    <title>Replication Data for: Expand innovation finance via crowdfunding</title>
  </titles>
  <publisher>Harvard Dataverse</publisher>
  <publicationYear>2016</publicationYear>
  <subjects>
    <subject>Business and Management</subject>
    <subject>Social Sciences</subject>
    <subject>crowdfunding</subject>
    <subject>innovation</subject>
    <subject>venture capital</subject>
  </subjects>
  <contributors>
    <contributor contributorType="ContactPerson">
      <contributorName nameType="Personal">Assenova, Valentina</contributorName>
      <givenName>Valentina</givenName>
      <familyName>Assenova</familyName>
      <affiliation>Yale University</affiliation>
    </contributor>
  </contributors>
  <dates>
    <date dateType="Submitted">2016-12-01</date>
    <date dateType="Available">2016-12-01</date>
    <date dateType="Updated">2018-03-20</date>
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    <description descriptionType="Abstract">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.&#13;
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      <funderName>Coleman Fung Institute for Engineering Leadership</funderName>
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      <funderName>Ewing Marion Kauffman Foundation</funderName>
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    <fundingReference>
      <funderName>Yale School of Management</funderName>
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