Matthew effect in science
E846490
The Matthew effect in science is a sociological concept describing how well-known scientists often receive disproportionately more credit and recognition than lesser-known researchers for similar work, reinforcing existing inequalities in scientific prestige and resources.
All labels observed (2)
| Label | Occurrences |
|---|---|
| "The Matthew Effect in Science" | 1 |
| Matthew effect in science canonical | 1 |
How this entity was disambiguated
This entity first appeared as the object of triple T10183125 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matthew effect in science Context triple: [Robert K. Merton, knownFor, Matthew effect in science]
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A.
The Business of Science
The Business of Science is a book by engineer and entrepreneur Simon Ramo that explores how scientific and technical expertise intersect with management, industry, and practical problem-solving in the modern economy.
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B.
Tactics of Scientific Research
Tactics of Scientific Research is a foundational methodological text in experimental psychology and behavior analysis that outlines rigorous strategies for designing, conducting, and interpreting scientific experiments.
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C.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
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D.
The Science Survey
The Science Survey is the student-run newspaper of The Bronx High School of Science, featuring news, opinion pieces, and creative work by its students.
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E.
The Value of Science
The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matthew effect in science Target entity description: The Matthew effect in science is a sociological concept describing how well-known scientists often receive disproportionately more credit and recognition than lesser-known researchers for similar work, reinforcing existing inequalities in scientific prestige and resources.
-
A.
The Business of Science
The Business of Science is a book by engineer and entrepreneur Simon Ramo that explores how scientific and technical expertise intersect with management, industry, and practical problem-solving in the modern economy.
-
B.
Tactics of Scientific Research
Tactics of Scientific Research is a foundational methodological text in experimental psychology and behavior analysis that outlines rigorous strategies for designing, conducting, and interpreting scientific experiments.
-
C.
The Social Function of Science
The Social Function of Science is a seminal 1939 work by J. D. Bernal that analyzes the role of scientific research in society, economics, and politics and argues for its planned, socially responsible organization.
-
D.
The Science Survey
The Science Survey is the student-run newspaper of The Bronx High School of Science, featuring news, opinion pieces, and creative work by its students.
-
E.
The Value of Science
The Value of Science is an influential philosophical work by Henri Poincaré that explores the nature, methods, and limits of scientific knowledge.
- F. None of above. chosen
Statements (36)
| Predicate | Object |
|---|---|
| instanceOf |
concept in sociology of science
ⓘ
phenomenon in science ⓘ sociological concept ⓘ |
| appliesTo |
allocation of scientific credit
ⓘ
awarding of scientific prizes ⓘ citation practices ⓘ distribution of research funding ⓘ hiring and promotion decisions in academia ⓘ peer review processes ⓘ |
| describes |
accumulation of recognition by already well-known scientists
ⓘ
cumulative advantage in scientific careers ⓘ disproportionate allocation of resources to eminent scientists ⓘ how famous scientists receive more credit than lesser-known peers for similar work ⓘ reinforcement of existing scientific prestige hierarchies ⓘ unequal distribution of scientific credit ⓘ |
| field |
science studies
ⓘ
sociology of science ⓘ |
| hasCause |
existing prestige differentials among scientists
ⓘ
institutional reliance on past achievements as quality signals ⓘ reputation-based evaluation in science ⓘ visibility advantages of eminent scientists ⓘ |
| hasConsequence |
barriers to recognition for early-career researchers
ⓘ
bias in citation patterns ⓘ bias in peer review outcomes ⓘ concentration of research funding ⓘ distortion of historical attribution of discoveries ⓘ inequality in scientific recognition ⓘ reinforcement of institutional prestige differences ⓘ stratification of scientific communities ⓘ unequal career advancement opportunities ⓘ |
| relatedTo |
Matthew effect (general)
ⓘ
linked to:
Matthew effect
Mertonian sociology of science ⓘ
linked to:
Mertonian norms of science
cumulative advantage ⓘ inequality of opportunity in research ⓘ scientific prestige ⓘ stratification in science ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Matthew effect in science Description of subject: The Matthew effect in science is a sociological concept describing how well-known scientists often receive disproportionately more credit and recognition than lesser-known researchers for similar work, reinforcing existing inequalities in scientific prestige and resources.
Referenced by (2)
Full triples — surface form annotated when it differs from this entity's canonical label.
linked to: Matthew effect in science