The Matthew Effect in Science.¶
Merton, R. K. (1968). The Matthew Effect in Science. Science, 159(3810), 56-63.
Cited by¶
15 citations across 15 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Increasing Returns
- Science and culture: The Matthew effect — cumulative advantage in citations, attention, awards, and resources, where early success compounds and late entrants find marginal returns on equivalent quality lower than early entrants got, a sociological pattern Merton (1968) formalized in his analysis of the reward system of science.
Supported in partVerified against the publisher's abstract
Merton's abstract names the Matthew effect and describes cumulative advantage in science's reward and communication systems, backing the sociological-label element of the claim but not the shared four-role topology.
“As originally identified, the Matthew effect was construed in terms of enhancement of the position of already eminent scientists who are given disproportionate credit in cases of collaboration or of independent multiple discoveries.”
- Science and culture: The Matthew effect — cumulative advantage in citations, attention, awards, and resources, where early success compounds and late entrants find marginal returns on equivalent quality lower than early entrants got, a sociological pattern Merton (1968) formalized in his analysis of the reward system of science.
- Keynesian Beauty Contest
- In academic citation and grant funding, researchers cite influential rather than necessarily correct work and frame proposals in fashionable language to anchor to consensus.
This sourceDocuments cumulative advantage in citation and recognition — eminent work and authors attract disproportionate further attention, the self-reinforcing consensus-anchoring dynamic underlying citation and funding fashion.
Supported in partVerified against the publisher's abstract
Merton's abstract establishes cumulative advantage in recognition — eminent authors' contributions gain visibility and lesser-known authors' lose it — but says nothing about citing incorrect work or grant-proposal fashion.
“The Matthew effect may serve to heighten the visibility of contributions to science by scientists of acknowledged standing and to reduce the visibility of contributions by authors who are less well known.”
- In academic citation and grant funding, researchers cite influential rather than necessarily correct work and frame proposals in fashionable language to anchor to consensus.
- Opportunity Asymmetry
- The structural insight is robust: workers in different industries, nations with different geographic positions, organizational ranks, and family backgrounds all exhibit the same position-dependent constraint logic Merton (1968) first labeled the "Matthew effect"—initial advantage compounds across institutional contexts.
Supported in partVerified against the publisher's abstract
Merton's own abstract supplies the origin of the term 'Matthew effect' and cumulative credit advantage within science's reward system, not a demonstration that the same logic holds across industries, nations, ranks, and families.
“As originally identified, the Matthew effect was construed in terms of enhancement of the position of already eminent scientists who are given disproportionate credit in cases of collaboration or of independent multiple discoveries. Its significance was thus confined to its implications for the reward system of science.”
- The structural insight is robust: workers in different industries, nations with different geographic positions, organizational ranks, and family backgrounds all exhibit the same position-dependent constraint logic Merton (1968) first labeled the "Matthew effect"—initial advantage compounds across institutional contexts.
- Reputation
- Academia & open source (non-obvious): Citation counts, h-indices, and public commit histories function as portable reputation that allocates attention, hiring, funding, and trust across institutions the agent has never directly dealt with — the standing travels with the record rather than with the relationship, an attention-allocation effect Merton (1968) named the "Matthew effect" when he traced how prior eminence accrues disproportionate future recognition.
Supported in partVerified against the publisher's abstract
Abstract confirms Merton's Matthew effect: eminent scientists get disproportionate credit and visibility, concentrating scientific resources; it says nothing of citation counts, h-indices or commit histories.
“The Matthew effect was construed in terms of enhancement of the position of already eminent scientists who are given disproportionate credit in cases of collaboration or of independent multiple discoveries. Its significance was thus confined to its implications for the reward system of science.”
- Academia & open source (non-obvious): Citation counts, h-indices, and public commit histories function as portable reputation that allocates attention, hiring, funding, and trust across institutions the agent has never directly dealt with — the standing travels with the record rather than with the relationship, an attention-allocation effect Merton (1968) named the "Matthew effect" when he traced how prior eminence accrues disproportionate future recognition.
- Self-Fulfilling Prophecy
- Listed in the references but not attached to a specific claim.
- Winner Take All Market
- In science, citation distributions are extremely skewed, and small priority advantages compound into vast reputational gaps through the Matthew effect.
This sourceNames the cumulative-advantage mechanism by which already-eminent scientists receive disproportionate credit, producing skewed reputation distributions.
Supported in partVerified against the publisher's abstract
Merton's abstract states the Matthew effect: eminent scientists get disproportionate credit, but it shows no citation-distribution data or priority compounding.
“As originally identified, the Matthew effect was construed in terms of enhancement of the position of already eminent scientists who are given disproportionate credit in cases of collaboration or of independent multiple discoveries.”
- In science, citation distributions are extremely skewed, and small priority advantages compound into vast reputational gaps through the Matthew effect.
Domain-specific¶
- Lotka's Law
- The generative mechanism typically invoked is cumulative advantage (Matthew effect): productive authors acquire resources, visibility, and collaborators that make them more productive in subsequent periods, so early advantage compounds across careers
This sourceMerton's account of the Matthew effect, in which already eminent scientists receive disproportionate credit and their contributions gain heightened visibility, concentrating scientific resources and talent.
Supported in partVerified against the publisher's abstract
“The Matthew effect may serve to heighten the visibility of contributions to science by scientists of acknowledged standing and to reduce the visibility of contributions by authors who are less well known.”
- The generative mechanism typically invoked is cumulative advantage (Matthew effect): productive authors acquire resources, visibility, and collaborators that make them more productive in subsequent periods, so early advantage compounds across careers
Mechanisms¶
- Balanced Opportunity Assignment
- It counters the Matthew effect, in which advantage accrues to those already labeled strong.
This sourceDescribes the Matthew effect as disproportionate credit and visibility accruing to already eminent scientists over lesser-known peers.
- It counters the Matthew effect, in which advantage accrues to those already labeled strong.
- Competitive Priority Board
- Because whatever is focal keeps demoting its neighbors, incumbents entrench and newcomers starve — advantage accruing to the already-advantaged, the dynamic known as the Matthew effect.
This sourceExplains the Matthew effect as cumulative advantage in which already eminent actors receive disproportionate recognition while lesser-known actors receive less.
- Because whatever is focal keeps demoting its neighbors, incumbents entrench and newcomers starve — advantage accruing to the already-advantaged, the dynamic known as the Matthew effect.
- Credit Contribution Register
- Its strength is that it is the standing counter to credit accreting where credit already sits — the Matthew effect
This sourceIntroduces the Matthew effect in science: recognition and credit accrue disproportionately to researchers who are already eminent.
- Its strength is that it is the standing counter to credit accreting where credit already sits — the Matthew effect
- Cumulative Reputation System
- Its failure mode is the shadow side of cumulative advantage — the Matthew effect, in which early leaders attract still more, and latecomers of equal quality can never catch up because reputation begets reputation regardless of present merit.
This sourceDefines the Matthew effect as cumulative advantage in which already eminent scientists receive disproportionately greater recognition and resources.
- Its failure mode is the shadow side of cumulative advantage — the Matthew effect, in which early leaders attract still more, and latecomers of equal quality can never catch up because reputation begets reputation regardless of present merit.
- Microgrant or Seed Fund
- Its characteristic failure mode is the Matthew effect: grants flow to the already-visible and already-articulate, compounding their advantage while quieter patterns and less-resourced originators — the ones who never hear about the fund or can't spare an afternoon to apply — get nothing
This sourceDescribes the Matthew effect as cumulative advantage that compounds an established scientist’s recognition and resources.
- Its characteristic failure mode is the Matthew effect: grants flow to the already-visible and already-articulate, compounding their advantage while quieter patterns and less-resourced originators — the ones who never hear about the fund or can't spare an afternoon to apply — get nothing
- Progressive Candidate Review
- Its characteristic failure is that an early, coarse signal compounds across stages: a candidate boosted at triage by reputation, prestige, or a strong prior award carries that halo into every later gate, so accumulated advantage substitutes for fresh merit
This sourceShows that established scientific status can attract disproportionate recognition even for comparable contributions.
- Its characteristic failure is that an early, coarse signal compounds across stages: a candidate boosted at triage by reputation, prestige, or a strong prior award carries that halo into every later gate, so accumulated advantage substitutes for fresh merit
- Winner-Take-All / k-Winners Competition
- Its characteristic failure mode is the rich get richer
This sourceDescribes the Matthew effect in science as cumulative advantage in which already eminent scientists receive disproportionate recognition.
- Its characteristic failure mode is the rich get richer
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Read against the text for 7 of 15 citations: 7 supported in part. Each verdict is shown under its citation below, with what in the work backs the sentence.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
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