{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/investment-data",
 "identifier": "kaal:entity:investment-data",
 "name": "Investment data",
 "termCode": "investment-data",
 "inDefinedTermSet": {
  "@id": "https://wulfkaal.github.io/entities/index.json"
 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
 "canonicalForm": "https://wulfkaal.github.io/entities/investment-data.md",
 "sha256": "70e1480b1929fcc6165d3a28ebb355e026cb20817dd3f71d27f5c6c28acc1a05",
 "additionalProperty": [
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   "name": "status",
   "value": "derived"
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   "name": "claim_count",
   "value": 2
  },
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   "value": 1
  },
  {
   "@type": "PropertyValue",
   "name": "year_span",
   "value": [
    "2017",
    "2017"
   ]
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 ],
 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2834531-032",
   "identifier": "kaal:claim:2834531-032",
   "text": "Data on investment in new technology can be used as an index or proxy for the necessity of regulation, supplying the signal that fact based regulation cannot generate in time.",
   "abstract": "Of particular importance in this context, is data relating to investment in new technology and innovation.90 Such data can be used as an index or proxy of the necessity of regulation.",
   "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Regulation Tomorrow What Happens When Technology Is Faster Than the Law (2017). SSRN: https://ssrn.com/abstract=2834531",
   "datePublished": "2017",
   "claim_type": "design",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "where venture and investment data on the technology are available"
   ],
   "source_pdf_sha256": "9cd875ebdb0266febbdcdabfca5b9b9f0de1b7ad9e3d5a8a5971bdbe469323b7",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2834531-034",
   "identifier": "kaal:claim:2834531-034",
   "text": "Data on the timing of investment is a reliable indicator of a technology's commercial maturity, because high levels of investor activity signal that the technology is about to be ready for commercial exploitation, which tells regulators when to intervene.",
   "abstract": "Data on the timing of investment appears to provide a reliable indicator of the commercial maturity of a technology, in the sense that high levels of investor activity indicate that a particular technology is about to be ready for commercial exploitation.",
   "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Regulation Tomorrow What Happens When Technology Is Faster Than the Law (2017). SSRN: https://ssrn.com/abstract=2834531",
   "datePublished": "2017",
   "claim_type": "empirical",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "when early stage investments peak and later stage investments take off"
   ],
   "source_pdf_sha256": "9cd875ebdb0266febbdcdabfca5b9b9f0de1b7ad9e3d5a8a5971bdbe469323b7",
   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'investment-data'. Derived node: a roster, not an adjudicated definition."
}