{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/labor-market",
 "identifier": "kaal:entity:labor-market",
 "name": "Labor market",
 "termCode": "labor-market",
 "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/labor-market.md",
 "sha256": "c8a43ee37f7d33707c8b65ffec8c4cd8e7de19c29d07d9184cd75e64ab2b2569",
 "additionalProperty": [
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   "@type": "PropertyValue",
   "name": "status",
   "value": "derived"
  },
  {
   "@type": "PropertyValue",
   "name": "claim_count",
   "value": 3
  },
  {
   "@type": "PropertyValue",
   "name": "work_count",
   "value": 2
  },
  {
   "@type": "PropertyValue",
   "name": "year_span",
   "value": [
    "2018",
    "2024"
   ]
  },
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   "name": "non_current_claims",
   "value": 0
  }
 ],
 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3227967-026",
   "identifier": "kaal:claim:3227967-026",
   "text": "Because the new solutions rewarded by the future labor market will be code based, an understanding of code and coding will be essential to participate effectively in the digital world.",
   "abstract": "And since these new solutions will be code-based, an understanding of code and coding will be essential to participate effectively in our digital world.",
   "citation": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters (2018). SSRN: https://ssrn.com/abstract=3227967",
   "datePublished": "2018",
   "claim_type": "condition",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "a labor market that rewards designing rather than following procedures"
   ],
   "source_pdf_sha256": "f6e13b956f864ab32ec3305d095a35a127770327d75b3688f785cefc437d369f",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4900880-020",
   "identifier": "kaal:claim:4900880-020",
   "text": "About 60 percent of all occupations have at least 30 percent of their activities technically automatable with currently demonstrated technologies, so automation exposure is spread across most occupations rather than concentrated in a few.",
   "abstract": "The potential for automation across various occupations is significant, with about 60% of all occupations having at least 30% of technically automatable activities based on currently demonstrated technologies.",
   "citation": "Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880",
   "datePublished": "2024",
   "claim_type": "empirical",
   "confidence": "evidenced",
   "is_failure_mode": false,
   "scope_conditions": [
    "based on currently demonstrated technologies"
   ],
   "source_pdf_sha256": "64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4900880-021",
   "identifier": "kaal:claim:4900880-021",
   "text": "Automation drives wage divergence: as routine tasks are automated, wages stagnate or fall for workers in exposed roles while wages rise for workers in high skill non routine jobs, which widens income inequality.",
   "abstract": "As routine tasks become increasingly automated, there's a risk of wage stagnation or even decline for workers in roles susceptible to automation. At the same time, those in high-skill, non-routine jobs may see their wages increase, potentially exacerbating income inequality.",
   "citation": "Wulf A. Kaal, Quantum Economy and the Future of Work (2024). SSRN: https://ssrn.com/abstract=4900880",
   "datePublished": "2024",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [],
   "source_pdf_sha256": "64ea6e8b7cfb3d9a83801eba54f9b87182b842a963273ddab7f2d5305639db73",
   "status": "current"
  }
 ],
 "description": "3 claims in the published works of Wulf A. Kaal carry the concept tag 'labor-market'. Derived node: a roster, not an adjudicated definition."
}