Current models of scientific inquiry assume that scientists all share the same evaluative standards. However, scientists often rely on different yet legitimate ones, a feature we call evaluative diversity. We investigate how scientific success is affected by diversity in evaluative standards through computer-based simulations. Our results show that communities with diverse standards benefit substantially from scientists sharing all the approaches they explored, regardless of whether they considered them valuable. Moreover, we find that even a moderate degree of evaluative diversity can, under certain conditions, lead scientists to reach more satisfying results than those they would reach in homogeneous communities.

Can Scientific Communities Profit from Evaluative Diversity?

Michelini, Matteo
Co-primo
;
2026

Abstract

Current models of scientific inquiry assume that scientists all share the same evaluative standards. However, scientists often rely on different yet legitimate ones, a feature we call evaluative diversity. We investigate how scientific success is affected by diversity in evaluative standards through computer-based simulations. Our results show that communities with diverse standards benefit substantially from scientists sharing all the approaches they explored, regardless of whether they considered them valuable. Moreover, we find that even a moderate degree of evaluative diversity can, under certain conditions, lead scientists to reach more satisfying results than those they would reach in homogeneous communities.
Campo DC Valore Lingua
dc.authority.ancejournal PHILOSOPHY OF SCIENCE en
dc.authority.orgunit Istituto di linguistica computazionale "Antonio Zampolli" - ILC en
dc.authority.people Michelini, Matteo en
dc.authority.people Osorio, Javier en
dc.collection.id.s b3f88f24-048a-4e43-8ab1-6697b90e068e *
dc.collection.name 01.01 Articolo in rivista *
dc.contributor.appartenenza Istituto di linguistica computazionale "Antonio Zampolli" - ILC *
dc.contributor.appartenenza.mi 918 *
dc.contributor.area Non assegn *
dc.date.firstsubmission 2026/06/10 09:27:27 *
dc.date.issued 2026 -
dc.date.submission 2026/06/10 09:40:18 *
dc.description.abstracteng Current models of scientific inquiry assume that scientists all share the same evaluative standards. However, scientists often rely on different yet legitimate ones, a feature we call evaluative diversity. We investigate how scientific success is affected by diversity in evaluative standards through computer-based simulations. Our results show that communities with diverse standards benefit substantially from scientists sharing all the approaches they explored, regardless of whether they considered them valuable. Moreover, we find that even a moderate degree of evaluative diversity can, under certain conditions, lead scientists to reach more satisfying results than those they would reach in homogeneous communities. -
dc.description.allpeople Michelini, Matteo; Osorio, Javier -
dc.description.allpeopleoriginal Michelini, Matteo; Osorio, Javier en
dc.description.fulltext none en
dc.description.international si en
dc.description.numberofauthors 2 -
dc.identifier.doi 10.1017/psa.2025.10174 en
dc.identifier.source crossref *
dc.identifier.uri https://hdl.handle.net/20.500.14243/586502 -
dc.identifier.url https://www.cambridge.org/core/journals/philosophy-of-science/article/can-scientific-communities-benefit-from-a-diversity-of-standards/C36D9B3B5480DB705622A833BFAD6FCE en
dc.language.iso eng en
dc.relation.firstpage 1 en
dc.relation.lastpage 24 en
dc.relation.numberofpages 24 en
dc.subject.keywordseng value diversity; agent-based models; social epistemology of science; group inquiry; -
dc.subject.singlekeyword value diversity *
dc.subject.singlekeyword agent-based models *
dc.subject.singlekeyword social epistemology of science *
dc.subject.singlekeyword group inquiry *
dc.title Can Scientific Communities Profit from Evaluative Diversity? en
dc.type.circulation Internazionale en
dc.type.driver info:eu-repo/semantics/article -
dc.type.full 01 Contributo su Rivista::01.01 Articolo in rivista it
dc.type.impactfactor si en
dc.type.miur 262 -
iris.orcid.lastModifiedDate 2026/06/10 10:23:13 *
iris.orcid.lastModifiedMillisecond 1781079793394 *
iris.unpaywall.bestoahost publisher *
iris.unpaywall.bestoaversion publishedVersion *
iris.unpaywall.doi 10.1017/psa.2025.10174 *
iris.unpaywall.hosttype publisher *
iris.unpaywall.isoa true *
iris.unpaywall.journalisindoaj false *
iris.unpaywall.landingpage https://doi.org/10.1017/psa.2025.10174 *
iris.unpaywall.metadataCallLastModified 11/06/2026 03:46:56 -
iris.unpaywall.metadataCallLastModifiedMillisecond 1781142416769 -
iris.unpaywall.oastatus bronze *
iris.unpaywall.pdfurl https://www.cambridge.org/core/services/aop-cambridge-core/content/view/C36D9B3B5480DB705622A833BFAD6FCE/S0031824825101748a.pdf/div-class-title-can-scientific-communities-profit-from-evaluative-diversity-div.pdf *
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/586502
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ente

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact