{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/claims/2808132-037",
 "identifier": "kaal:claim:2808132-037",
 "text": "Venture capital deal flow, meaning the totality of potential deals and business plans screened by venture capitalists, would provide the optimal assessment of innovation trends, but that data is not available, so realized investment allocations must be used as a second-best proxy.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132",
 "isBasedOn": {
  "@type": "ScholarlyArticle",
  "name": "How to Regulate Disruptive Innovation - From Facts to Data",
  "datePublished": "2016",
  "url": "https://ssrn.com/abstract=2808132",
  "sha256": "3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2",
  "encoding": "https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20and%20Vermeulen%20-%202016%20-%20How%20to%20Regulate%20Disruptive%20Innovation%20-%20From%20Facts%20to%20Data.pdf"
 },
 "keywords": [
  "innovation",
  "research-methods"
 ],
 "about": [
  "deal-flow",
  "venture-capital",
  "data-limitations",
  "innovation-signals",
  "methodology"
 ],
 "abstract": "innovation trends. While deal flow, that is, the totality of potential deals and business plans screened by venture capitalists, would provide an optimal assessment of innovation trends, deal flow data is not available. We therefore use venture capital investment",
 "additionalProperty": [
  {
   "@type": "PropertyValue",
   "name": "claim_type",
   "value": "condition"
  },
  {
   "@type": "PropertyValue",
   "name": "confidence",
   "value": "asserted"
  },
  {
   "@type": "PropertyValue",
   "name": "scope_conditions",
   "value": [
    "current data availability from commercial venture capital databases"
   ]
  },
  {
   "@type": "PropertyValue",
   "name": "is_failure_mode",
   "value": true
  },
  {
   "@type": "PropertyValue",
   "name": "attestations",
   "value": "https://wulfkaal.github.io/colloquium/attestations/ac528a03d0bd935d4583882cd101aacf4cc018519447ff52513bec931ea27513.json"
  },
  {
   "@type": "PropertyValue",
   "name": "edges",
   "value": [
    {
     "rel": "supersedes",
     "to": "https://wulfkaal.github.io/claims/2740477-036",
     "to_id": "kaal:claim:2740477-036",
     "similarity": 0.468
    }
   ]
  }
 ],
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/claims/index.json"
 },
 "dateModified": "2026-07-27",
 "version": "1.0",
 "sha256": "ac528a03d0bd935d4583882cd101aacf4cc018519447ff52513bec931ea27513",
 "canonicalForm": "https://wulfkaal.github.io/claims/2808132-037.md"
}