Text · dataset · 2016
Replication Data for: Expand innovation finance via crowdfunding
Listed in DataCite
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.
Description
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.
Links
Where it is published
- Repository landing page dataverse.harvard.edu/citation?persistentId=doi%3A10.7910%2FDVN%2F5D4UAY ↗
landing page · from DataCite
- DOI doi.org/10.7910/dvn/5d4uay ↗
DOI / persistent id · from DataCite
Documentation and papers
- Creative Commons Zero v1.0 Universal creativecommons.org/publicdomain/zero/1.0/legalcode ↗
license · from DataCite
Catalogue records · 2
- DataCite API api.datacite.org/dois/10.7910/dvn/5d4uay ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.7910/dvn/5d4uay ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Economics and business
- From keywords
- Social Science
- Inferred from text
- Banking, finance and investment 70%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.7910/dvn/5d4uay | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| concepts[field].anzsrc:group:3502 | enrichment · DataCite | taxonomy-embedding@1.1.0 | title+keywords+description (70%) |
| concepts[field].fos:economics-and-business | source · DataCite | connector:datacite@1.0.0 | |
| concepts[field].local:field:social-science | mapping · DataCite | vocabulary-mapper@1.0.0 | keywords['Social Sciences'] |
| description | source · DataCite | connector:datacite@1.0.0 | /data/attributes/descriptions |
| license | source · DataCite | connector:datacite@1.0.0 | /data/attributes/rightsList |
| publication_date | source · DataCite | connector:datacite@1.0.0 | /data/attributes/dates |
| title | source · DataCite | connector:datacite@1.0.0 | /data/attributes/titles/0/title |
| updated_date | source · DataCite | connector:datacite@1.0.0 | |
| version_label | source · DataCite | connector:datacite@1.0.0 |