Skip to main content
v2026.11,772 entries · CC-BY 4.0
Dictionary termTrack EProposedv2026.2

Economic impact

A quantifiable financial or employment effect of research -- jobs, revenue, licensing income, cost savings, or spin-out value -- evidenced through economic modelling, payback methods, or documented case-based outcomes.

ByCASRAI Editorial Board
· Last updated 23 Aug 2026
Share this

Ask CASRAI · included with Regulatory Radar

Ask about Economic impact

Ask CASRAI answers research-administration questions and cites the passages behind every claim — and says so when the corpus does not cover something, instead of guessing. It comes with a Regulatory Radar subscription at $29 a month, alongside the daily digest of regulatory changes and the dashboard of what changed.

150 questions a day, on this site, over the API, or inside your own tools through the CASRAI MCP server.

Everything CASRAI publishes — this page, the dictionary, the guides and the news — stays free to read, with no account and no card.

Examples

Worked examples

  • Is an instance

    A university spin-out company, seeded by grant-funded research, that reaches revenue and employs staff -- evidenced through company accounts and employment records, not modelling alone.

Counter-examples

Looks similar, but isn't

  • Not an instance

    A patent that is granted but never licensed or commercialised has no economic impact yet, even though it may represent real academic or technical achievement.

Editorial commentary

Economic impact is the subset of research impact that can be expressed in financial or economic terms: jobs created or supported, gross-value-added estimates, licence and royalty revenue, spin-out company formation and valuation, and cost savings realised by public services. It is distinguished from societal impact by requiring a quantifiable monetary or employment figure rather than a qualitative change in practice or attitude, even though the two commonly arise from the same underlying research.

Measurement methods

Three method families dominate practice. Macroeconomic input-output modelling estimates a research base’s wider economic footprint (BiGGAR Economics’ studies of UK university and Russell Group economic contribution are a widely cited example). Payback-style methods, originating with the Wellcome Trust’s payback framework (Buxton and Hanney), trace a chain from research investment through to realised economic (and other) benefit. Case-based evidence aggregation — the REF impact-case-study approach applied specifically to economic outcomes — documents individual, verifiable instances of economic benefit rather than modelling an aggregate figure.

Known limitations

Economic-impact estimates are widely criticised on two specific grounds: attribution assumptions (how much of a company’s revenue or a region’s job growth should be credited to one research programme among many contributing factors) are often contestable and highly sensitive to modelling choices, and intangible or long-tail effects — benefits that accrue slowly, indirectly, or decades after the underlying research — are systematically under-counted because they fall outside the window a typical assessment or funding-cycle report covers. Reported economic-impact figures should be read alongside their stated attribution methodology, not taken as a standalone number.

Where this connects

Economic impact from university research commonly flows through licensing, spin-outs and industry collaboration — the mechanics of which sit in CASRAI’s technology transfer content — and is one of the impact types documented in a REF impact case study alongside societal and policy impact.

References

  • Buxton M, Hanney S, Wellcome Trust payback framework, 1996. BiGGAR Economics, “Economic impact of the Russell Group”, 2018.

Also known as

Economic impact of research

Machine-readable encodings

Use in your systems

JATS XML <role> element
xml
<role vocab="credit"
      vocab-identifier="https://casrai.org/dictionary/"
      vocab-term="Economic impact"
      vocab-term-identifier="https://casrai.org/dictionary/term/economic-impact" />
Schema.org DefinedTerm (JSON-LD)
json
{
  "@context": "https://schema.org",
  "@type": "DefinedTerm",
  "@id": "https://casrai.org/dictionary/term/economic-impact",
  "name": "Economic impact",
  "identifier": "https://casrai.org/dictionary/term/economic-impact",
  "description": "A quantifiable financial or employment effect of research -- jobs, revenue, licensing income, cost savings, or spin-out value -- evidenced through economic modelling, payback methods, or documented case-based outcomes.",
  "inDefinedTermSet": "https://casrai.org/dictionary/domain/engagement-impact-sdg#set",
  "url": "https://casrai.org/dictionary/term/economic-impact",
  "sameAs": [
    "Economic impact of research"
  ],
  "license": "https://creativecommons.org/licenses/by/4.0/",
  "publisher": {
    "@id": "https://casrai.org/#organization"
  },
  "author": {
    "@id": "https://casrai.org/#editorial-team"
  },
  "datePublished": "2026-05-21T02:22:56",
  "dateModified": "2026-08-23T05:13:26",
  "inLanguage": "en-GB",
  "isAccessibleForFree": true
}

Referenced across the research world

University of Cambridge logoColumbia University logoCrossref logoUniversity of Edinburgh logoHarvard University logoUniversity of Oxford logoPrinceton University logoStanford School of Medicine logoUniversity College London logoORCID logoUniversity of Cambridge logoColumbia University logoCrossref logoUniversity of Edinburgh logoHarvard University logoUniversity of Oxford logoPrinceton University logoStanford School of Medicine logoUniversity College London logoORCID logo
  • University of Cambridge logo
  • Columbia University logo
  • Crossref logo
  • University of Edinburgh logo
  • Harvard University logo
  • University of Oxford logo
  • Princeton University logo
  • Stanford School of Medicine logo
  • University College London logo
  • ORCID logo

View CASRAI adoption →

Regulatory Radar

Stop finding out after the fact

$29/month, cancel anytime. Daily digest updates from our analysis, a dashboard holding the same items, and a cited assistant for everything they raise.

  • Federal Register, Federal Register+, Grants.gov, Regulations.gov, NSF News, UKRI, plus CASRAI’s own published content.
  • 72,264 indexed passages, and every answer cites the ones it drew on.