Evidence map›Paper›PMID 41086223›Full record

ArticlePLoS biology2025

A large-scale study across the avian clade identifies ecological drivers of neophobia.

ManyBirds Project, Rachael Miller, Vedrana Šlipogor, Kai R Caspar, Jimena Lois-Milevicich, Carl Soulsbury, Stephan A Reber, Claudia Mettke-Hofmann, Megan Lambert, Benjamin J Ashton and 120 more

Abstract read
In one paragraph

Article in PLoS biology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

130 authors.

ManyBirds Project
Rachael MillerDepartment of Psychology, University of Cambridge, Cambridge, United Kingdom.ORCID https://orcid.org/0000-0003-2996-9571
Vedrana ŠlipogorDepartment of Ecology and Evolution, University of Lausanne, Lausanne, Switzerland.
Kai R CasparDepartment of Cell Biology, Heinrich-Heine-University Düsseldorf, Düsseldorf, Germany.
Jimena Lois-MilevicichDepartamento de Ecología, Genética y Evolución & IEGEBA-CONICET, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Carl SoulsburySchool of Natural Sciences, University of Lincoln, Lincoln, United Kingdom.
Stephan A ReberDepartment of Cognitive Science, Lund University, Lund, Sweden.
Claudia Mettke-HofmannSchool of Biological and Environmental Sciences, Liverpool John Moores University, Liverpool, United Kingdom.
Megan LambertMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Benjamin J AshtonCollege of Science and Engineering, Flinders University, Adelaide, Australia.
Alice M I AuerspergMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Melissa BatesonBiosciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.
Solenne BelleCEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France.
Boris BilčíkInstitute of Animal Biochemistry and Genetics, Centre of Biosciences SAS, Bratislava, Slovak Republic.
Laura M BiondiInstituto de Investigaciones Marinas y Costeras-CONICET, Universidad Nacional de Mar del Plata, Buenos Aires, Argentina.
Francesco BonadonnaCEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France.
Desiree BrucksDepartment of Animal Breeding and Genetics, University of Giessen, Giessen, Germany.
Michael W ButlerDepartment of Biology, Lafayette College, Easton, Pennsylvania, United States of America.
Samuel P CaroCEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France.
Marion CharrierUMR6552-Ethologie Animale et Humaine, CNRS, Universite de Rennes, Universite Caen Normandie, Rennes, France.
Tiffany ChatelinUMR6552-Ethologie Animale et Humaine, CNRS, Universite de Rennes, Universite Caen Normandie, Rennes, France.
Johnathan ChingBiology Department, Pacific University, Forest Grove, Oregon, United States of America.
Nicola S ClaytonDepartment of Psychology, University of Cambridge, Cambridge, United Kingdom.
Benjamin J CluverDepartment of Biology, Lafayette College, Easton, Pennsylvania, United States of America.
Ella B CochranDepartment of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, United States of America.
Francesca CorneroDepartment of Psychology, University of Cambridge, Cambridge, United Kingdom.
Emily DanbyDepartment of Psychology, University of Cambridge, Cambridge, United Kingdom.
Samara DanelCEFE, Univ Montpellier, CNRS, EPHE, IRD, Montpellier, France.
Martina DarwichAcoustics Research Institute, Austrian Academy of Sciences, Vienna, Austria.
James R DaviesDepartment of Psychology, University of Cambridge, Cambridge, United Kingdom.
Alicia de la ColinaDepartamento de Conservación e Investigación, Fundación Temaikèn, Buenos Aires, Argentina.
Dominik FischerZoo Wuppertal, Wuppertal, Germany.
Ondřej FišerDepartment of Zoology, University of South Bohemia, České Budějovice, Czech Republic.
Florencia FoitzickDepartamento de Ecología, Genética y Evolución & IEGEBA-CONICET, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Edward C GalluccioSchool of Biological Sciences, University of Western Australia, Perth, Australia.
Clara Garcia-CoDepartment of Biology, Antwerp University, Antwerp, Belgium.
Elias Garcia-PelegrinDepartment of Psychology, National University of Singapore, Singapore, Singapore.
Isabelle GeorgeUMR6552-Ethologie Animale et Humaine, CNRS, Universite de Rennes, Universite Caen Normandie, Rennes, France.
Kai-Philipp GladowDepartment of Animal Behaviour, Bielefeld University, Bielefeld, Germany.
Raúl O GómezCONICET-Departamento de Biodiversidad y Biología Experimental, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Anna GrewerZoo Krefeld gGmbH, Krefeld, Germany.
Katie GriceSchool of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland.
Lauren M GuilletteDepartment of Psychology, University of Alberta, Alberta, Canada.
Devon C HallihanDepartment of Biology, Lafayette College, Easton, Pennsylvania, United States of America.
Katie J HarringtonMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Frauke HeerZoo Wuppertal, Wuppertal, Germany.
Chloe HenryUMR6552-Ethologie Animale et Humaine, CNRS, Universite de Rennes, Universite Caen Normandie, Rennes, France.
Vladimira HodovaInstitute of Animal Biochemistry and Genetics, Centre of Biosciences SAS, Bratislava, Slovak Republic.
Marisa HoescheleAcoustics Research Institute, Austrian Academy of Sciences, Vienna, Austria.
Cécilia HoudelierUMR6552-Ethologie Animale et Humaine, CNRS, Universite de Rennes, Universite Caen Normandie, Rennes, France.
Paula Ibáñez de AldecoaDepartment of Behavioural and Cognitive Biology, University of Vienna, Vienna, Austria.
Oluwaseun Serah IyasereDepartment of Crop and Animal Sciences, Thaer-Institute of Agricultural and Horticultural Sciences, Humboldt-Universität zu Berlin, Berlin, Germany.
Yuka KanemitsuDepartment of Biological Sciences, Hokkaido University, Sapporo, Japan.
Mina KhodadadiDepartment of Biopsychology, Ruhr University Bochum, Bochum, Germany.
Duc KhongBiology Department, Pacific University, Forest Grove, Oregon, United States of America.
Melanie G KimballDepartment of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, United States of America.
Ariana N KlappertZoological Research Museum Koenig, University of Bonn, Bonn, Germany.
Lucy N KochMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Uta U König von BorstelDepartment of Animal Breeding and Genetics, University of Giessen, Giessen, Germany.
Lubor Košt'álInstitute of Animal Biochemistry and Genetics, Centre of Biosciences SAS, Bratislava, Slovak Republic.
Anastasia KrasheninnikovaDepartment of Behavioural Neurobiology, Max-Planck-Institute for Biological Intelligence, Seewiesen, Germany.
Lubica KubikovaInstitute of Animal Biochemistry and Genetics, Centre of Biosciences SAS, Bratislava, Slovak Republic.
Connor T LambertDepartment of Psychology, University of Alberta, Alberta, Canada.
Daan W LamérisDepartment of Biology, Antwerp University, Antwerp, Belgium.
Courtenay G LampertDepartment of Biology, Lafayette College, Easton, Pennsylvania, United States of America.
Oceane LarousseFaculté des Sciences, Université Paris-Saclay, Gif-sur-Yvette, France.
Christine R LattinDepartment of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, United States of America.
Zhongqiu LiLab of Animal Behavior & Conservation, School of Life Sciences, Nanjing University, Nanjing, China.
Michael LindenmeierZoological Research Museum Koenig, University of Bonn, Bonn, Germany.
Delia A ListerDepartment of Biology, Pittsburg State University, Pittsburg, Kansas, United States of America.
Julia A MackenzieSchool of Life Sciences, Anglia Ruskin University, Cambridge, United Kingdom.
Selina MainzDepartment of General Zoology, University of Duisburg-Essen, Essen, Germany.
Danna MasriDepartment of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, United States of America.
Jorg J M MassenAnimal Behaviour and Cognition Group, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Laurenz MohrDepartment of General Zoology, University of Duisburg-Essen, Essen, Germany.
Wendt MüllerDepartment of Biology, Antwerp University, Antwerp, Belgium.
Paul M NealenDepartment of Biology, Indiana University of Pennsylvania, Indiana, Pennsylvania, United States of America.
Andreas NiederAnimal Physiology, Institute of Neurobiology, University of Tuebingen, Tuebingen, Germany.
Aurèle NovacDepartment of Comparative Cognition, University of Neuchâtel, Neuchâtel, Switzerland.
Nínive Paes CavalcanteDepartamento de Ecología, Genética y Evolución & IEGEBA-CONICET, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Kristina PascualBiosciences Institute, Newcastle University, Newcastle upon Tyne, United Kingdom.
Carla Pascual-GuàrdiaDepartment of Comparative Cognition, University of Neuchâtel, Neuchâtel, Switzerland.
Ayushi PatelDepartment of Biological Sciences, Louisiana State University, Baton Rouge, Louisiana, United States of America.
Katarína PichováInstitute of Animal Biochemistry and Genetics, Centre of Biosciences SAS, Bratislava, Slovak Republic.
Cristina PilengaZoomarine Italia, Rome, Italy.
Laurent PrétôtDepartment of Psychology and Counseling, Pittsburg State University, Pittsburg, Kansas, United States of America.
John L QuinnSchool of Biological, Earth and Environmental Sciences, University College Cork, Cork, Ireland.
Elena RačevskaZagreb Zoo, Zagreb, Croatia.
Juan C ReboredaDepartamento de Ecología, Genética y Evolución & IEGEBA-CONICET, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Sam ReynoldsSchool of Life Sciences, Anglia Ruskin University, Cambridge, United Kingdom.
Amanda R RidleySchool of Biological Sciences, University of Western Australia, Perth, Australia.
Theresa RösslerMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Francisco Ruiz-RayaSchool of Biodiversity, One Health & Veterinary Medicine, University of Glasgow, Glasgow, United Kingdom.
Marina SalasAntwerp Zoo Centre for Research and Conservation, Royal Zoological Society of Antwerp, Antwerp, Belgium.
Beatriz C SaldanhaCIBIO Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão, Portugal.
Sebastián M SantiagoDepartamento de Ecología, Genética y Evolución & IEGEBA-CONICET, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Buenos Aires, Argentina.
Nikola SchlöglováMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Gia SeatrizBiology Department, Pacific University, Forest Grove, Oregon, United States of America.
Eva Serrano-DaviesDepartment of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
Eva G Shair AliMesserli Research Institute, Department of Interdisciplinary Life Sciences, University of Veterinary Medicine Vienna, University of Vienna, Medical University of Vienna, Austria.
Janja SirovnikDepartment of Farm Animals and Veterinary Public Health, University of Veterinary Medicine Vienna, Vienna, Austria.
Zuzana SkalnáInstitute of Animal Biochemistry and Genetics, Centre of Biosciences SAS, Bratislava, Slovak Republic.
Katie E SlocombeDepartment of Psychology, University of York, York, United Kingdom.
Masayo SomaDepartment of Biological Sciences, Hokkaido University, Sapporo, Japan.
Tiziana SrdocDepartment of Philosophy, University of Vienna, Vienna, Austria.
Stefan StanescuDepartment of Psychology, University of Alberta, Alberta, Canada.
Michaela SyrováDepartment of Zoology, University of South Bohemia, České Budějovice, Czech Republic.
Alex H TaylorInstitut de Neurociències, Universitat Autònoma de Barcelona, Bellaterra, Barcelona, Spain.
Christopher N TempletonBiology Department, Pacific University, Forest Grove, Oregon, United States of America.
Karlie ThompsonDepartment of Biology, Indiana University of Pennsylvania, Indiana, Pennsylvania, United States of America.
Sandra TrigoCIBIO Centro de Investigação em Biodiversidade e Recursos Genéticos, InBIO Laboratório Associado, Universidade do Porto, Vairão, Portugal.
Camille A TroisiUMR6552-Ethologie Animale et Humaine, CNRS, Universite de Rennes, Universite Caen Normandie, Rennes, France.
Utku UrhanDepartment of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
Maurice ValbertMax-Planck Comparative Cognition Research Station, Loro Parque Fundación, Tenerife, Spain.
Kees van OersDepartment of Animal Ecology, Netherlands Institute of Ecology (NIOO-KNAW), Wageningen, The Netherlands.
Alberto VelandoCentro de Investigación Mariña, Universidade de Vigo, Vigo, Spain.
Frederick VerbruggenCentre for Research on Ecology, Cognition and Behaviour of Birds, Ghent University, Gent, Belgium.
Jorrit W VerkleijAnimal Behaviour and Cognition Group, Department of Biology, Utrecht University, Utrecht, The Netherlands.
Alizée VernouilletCentre for Research on Ecology, Cognition and Behaviour of Birds, Ghent University, Gent, Belgium.
Jonas VerspeekDepartment of Biology, Antwerp University, Antwerp, Belgium.
Petr VeselýDepartment of Zoology, University of South Bohemia, České Budějovice, Czech Republic.
Auguste M P von BayernDepartment of Behavioural Neurobiology, Max-Planck-Institute for Biological Intelligence, Seewiesen, Germany.
Eline WaaldersSchool of Life Sciences, Anglia Ruskin University, Cambridge, United Kingdom.
Benjamin A WhittakerDepartment of Psychology, University of Alberta, Alberta, Canada.
Ella R WilliamsonDepartment of Psychology, University of York, York, United Kingdom.
Vanessa A D WilsonDepartment of Comparative Cognition, University of Neuchâtel, Neuchâtel, Switzerland.
Michelle A WinfieldBiology Department, Pacific University, Forest Grove, Oregon, United States of America.
Neslihan WittekDepartment of Biopsychology, Ruhr University Bochum, Bochum, Germany.
Karen K L YeungDepartment of Psychology, University of Alberta, Alberta, Canada.
Jade A ZanuttoAnimal Behaviour and Cognition Group, Department of Biology, Utrecht University, Utrecht, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Neophobia, or aversion to novelty, is important for adaptability and survival as it influences the ways in which animals navigate risk and interact with their environments. Across individuals, species and other taxonomic levels, neophobia is known to vary considerably, but our understanding of the wider ecological drivers of neophobia is hampered by a lack of comparative multispecies studies using standardized methods. Here, we utilized the ManyBirds Project, a Big Team Science large-scale collaborative open science framework, to pool efforts and resources of 129 collaborators at 77 institutions from 24 countries worldwide across six continents. We examined both difference scores (between novel object test and control conditions) and raw data of latency to touch familiar food in the presence (test) and absence (control) of a novel object among 1,439 subjects from 136 bird species across 25 taxonomic orders incorporating lab, field, and zoo sites. We first demonstrated that consistent differences in neophobia existed among individuals, among species, and among other taxonomic levels in our dataset, rejecting the null hypothesis that neophobia is highly plastic at all taxonomic levels with no evidence for evolutionary divergence. We then tested for effects of ecological factors on neophobia, including diet, sociality, habitat, and range, while accounting for phylogeny. We found that (i) species with more specialist diets were more neophobic than those with more generalist diets, providing support for the Neophobia Threshold Hypothesis; (ii) migratory species were also more neophobic than nonmigratory species, which supports the Dangerous Niche Hypothesis. Our study shows that the evolution of avian neophobia has been shaped by ecological drivers and demonstrates the potential of Big Team Science to advance our understanding of animal behavior.

Indexed as

Behavior, AnimalBirdsAnimalsEcologyEcosystemExploratory BehaviorPhylogeny

Identifiers

PMID41086223
PMCPMC12520376

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.