Journal of Animal Ecology

MacaqueNet: Advancing comparative behavioural research through large‐scale collaboration

Delphine De Moor 1
Macaela Skelton 1
Federica Amici 2, 3
Małgorzata E Arlet 4
Krishna N Balasubramaniam 5, 6
S. Ballesta 7, 8
Andreas Berghänel 9
Carol M Berman 10
Sofia K. Bernstein 11
Debottam Bhattacharjee 12
Eliza Bliss-Moreau 13
M.C Huynen 14
M. L. Butovskaya 15
Liz A. D. Campbell 16
Monica Carosi 17
Mayukh Chatterjee 18, 19
Matthew A. Cooper 20
Veronica B Cowl 21
Claudio De La O Rodríguez 22, 23, 24
Arianna De Marco 25
Amanda M. Dettmer 26
Ashni Kumar Dhawale 27
Joseph J. Erinjery 28
Cara L Evans 29
Julia Fischer 30, 31, 32
Ivan Garcia-Nisa 33
Gwennan Giraud 14
Roy Hammer 34
Malene Hansen 35, 36, 37, 38
Anna Holzner 39, 40, 41
Stefano S. K. Kaburu 42
Martina Konečná 43
Marine Larrivaz 45
Jean-Baptiste Leca 46
Mathieu Legrand 8
Julia Lehmann 47
Jin‐Hua Li 48, 49
Anne‐Sophie Lezé 50
Andrew J. J. MacIntosh 51
Bonaventura Majolo 52
Laëtitia Maréchal 52
Pascal Marty 53
Jorg J. M. Massen 12, 54
Risma Illa Maulany 55
Brenda McCowan 6
Richard D. McFarland 56, 57
Pierre Merieau 50
Hélène Meunier 7, 8
Jérôme Micheletta 58
Partha Sarathi Mishra 44, 59
Shahrul A. M. Sah 41
Sandra Molesti 60
Kristen S Morrow 61
Nadine Müller Klein 62
Putu Oka Ngakan 55
Elisabetta Palagi 63
Odile Petit 64
Lena S Pflüger 34, 54
Eugenia Polizzi Di Sorrentino 65
Roopali Raghaven 19
Gaël Raimbault 8
Sunita Ram 19, 66
U H Reichard 67
Erin Riley 68
Alan V Rincon 58
Nadine Ruppert 41
Baptiste Sadoughi 7, 69, 70, 71
K Santhosh 44
Gabriele Schino 65
Lori K. Sheeran 72
J. Silk 73
Mewa Singh 74
A. Sinha 19
Sebastian Sosa 40
Mathieu S Stribos 12
Cédric Sueur 75
Barbara Tiddi 76
Patrick Tkaczynski 77
Florian Trébouet 78
Anja Widdig 39, 40, 79
Jamie Whitehouse 56
Lauren J. Wooddell 80
Dongpo Xia 48, 81
Lorenzo von Fersen 82
Christopher Young 56
Oliver Schülke 32, 70, 71
Julia Ostner 32, 70, 71
Christof Neumann 30, 32
Julie Duboscq 71, 83
Lauren J. N. Brent 1
Show full list: 91 authors
1
 
School of Psychology, Centre for Research in Animal Behaviour University of Exeter Exeter UK
2
 
Research Group for Human Biology and Primate Cognition, Biology Institute University of Leipzig Leipzig Germany
4
 
Faculty of Biology, Institute of Human Biology and Evolution Adam Mickiewicz University Poznan Poland
5
 
Faculty of Science & Engineering, School of Life Sciences Anglia Ruskin University Cambridge UK
6
 
Department of Population Health & Reproduction, School of Veterinary Medicine University of California at Davis Davis California USA
7
 
Laboratoire de Neurosciences Cognitives et Adaptatives Strasbourg France
8
 
Centre de Primatologie de l'Université de Strasbourg Niederhausbergen France
9
 
Domestication Lab, Department of Interdisciplinary Life Sciences, Konrad Lorenz Institute of Ethology University of Veterinary Medicine Vienna Vienna Austria
10
 
Program in Evolution, Ecology and Behavior, Department of Anthropology University at Buffalo Buffalo New York USA
11
 
Division of Natural Sciences, Engineering and Mathematics, Department of Biology University of St. Thomas Houston Texas USA
12
 
Animal Behavior & Cognition, Department of Biology Utrecht University Utrecht The Netherlands
13
 
Department of Psychology and the California National Primate Research Center University of California at Davis Davis California USA
14
 
Primatology Research Group, Research Unit SPHERES The University of Liège Liège Belgium
16
 
Wildlife Conservation Research Unit (WildCRU) University of Oxford Oxford UK
18
 
Conservation Science and Outreach North of England Zoological Society Cheshire UK
19
 
Animal Behaviour and Cognition Programme, National Institute of Advanced Studies Indian Institute of Science Campus Bengaluru India
20
 
Department of Psychology University of Tennessee Knoxville Knoxville Tennessee USA
21
 
Science Department North of England Zoological Society Chester UK
22
 
FES Zaragoza National Autonomous University of Mexico Mexico City Mexico
24
 
School of Psychology Mexico City Mexico
25
 
Fondazione Ethoikos Convento dell'Osservanza Radicondoli Italy
27
 
Animal Behaviour and Cognition Programme National Institute of Advanced Studies Bengaluru India
29
 
Department of Anthropology, Durham Cultural Evolution Research Centre Durham University Durham UK
30
 
Cognitive Ethology Lab German Primate Center Göttingen Germany
32
 
Primate Cognition Göttingen Germany
36
 
The Long‐Tailed Macaque Project Sorø Denmark
37
 
Behavioural Ecology Group, Department of Biology Univeristy of Copenhagen Copenhagen Denmark
38
 
Oxford Wildlife Trade Research Trade Group Oxford Brookes University Oxford UK
39
 
Behavioural Ecology Research Group, Institute of Biology University of Leipzig Leipzig Germany
44
 
Sálim Ali Centre for Ornithology and Natural History Coimbatore India
45
 
Départment d'Anthropologie, Faculté des Arts et des Sciences Udem Montréal Quebec Canada
47
 
Whitelands College Roehampton University London UK
48
 
International Collaborative Research Center for Huangshan Biodiversity and Tibetan Macaque Behavioral Ecology, School of Resource and Environmental Engineering Anhui University Hefei China
50
 
ZooParc de Beauval et Beauval Nature Saint‐Aignan France
52
 
School of Psychology University of Lincoln Lincoln UK
53
 
Wildlife Park Goldau Goldau Switzerland
55
 
Forest Conservation Department Hasanuddin University Makassar Indonesia
59
 
Srishti Manipal Institute of Arts Design and Technology Bengaluru India
60
 
CLLE, Université de Toulouse, CNRS Toulouse France
64
 
Laboratoire de Psychologie Sociale et Cognitive Centre National de la Recherche Scientifique et Université Clermont‐Auvergne Clermont‐Ferrand France
66
 
Foundation for Ecological Research Advocacy and Learning Morattandi Villupuram India
67
 
Anthropology Program, School of Anthropology, Political Science and Sociology Southern Illinois University Carbondale Carbondale USA
69
 
Department of Life Sciences University of Roehampton London UK
71
 
Behavioral Ecology Department University of Göttingen Göttingen Germany
72
 
Anthropology Central Washington University Ellensburg Washington USA
73
 
School of Human Evolution and Social Change and Institute of Human Origins Arizona State University Tempe Arizona USA
75
 
Institut pluridisciplinaire Hubert Curien (UMR 7178), Centre national de la recherche scientifique Université de Strasbourg Strasbourg France
77
 
Research Centre for Evolutionary Anthropology & Palaeoecology, School of Biological and Environmental Sciences Liverpool John Moores University Liverpool UK
79
 
Department of Primate Behavior and Evolution Max‐Planck Institute for Evolutionary Anthropology Leipzig Germany
82
 
Nuremberg Zoo Nürnberg Germany
83
 
UMR7206 Eco‐Anthropology CNRS‐MNHN‐Université Paris Cité Paris France
Publication typeJournal Article
Publication date2025-02-11
scimago Q1
SJR1.801
CiteScore9.1
Impact factor3.5
ISSN00218790, 13652656
Abstract

  • There is a vast and ever‐accumulating amount of behavioural data on individually recognised animals, an incredible resource to shed light on the ecological and evolutionary drivers of variation in animal behaviour. Yet, the full potential of such data lies in comparative research across taxa with distinct life histories and ecologies. Substantial challenges impede systematic comparisons, one of which is the lack of persistent, accessible and standardised databases.

  • Big‐team approaches to building standardised databases offer a solution to facilitating reliable cross‐species comparisons. By sharing both data and expertise among researchers, these approaches ensure that valuable data, which might otherwise go unused, become easier to discover, repurpose and synthesise. Additionally, such large‐scale collaborations promote a culture of sharing within the research community, incentivising researchers to contribute their data by ensuring their interests are considered through clear sharing guidelines. Active communication with the data contributors during the standardisation process also helps avoid misinterpretation of the data, ultimately improving the reliability of comparative databases.

  • Here, we introduce MacaqueNet, a global collaboration of over 100 researchers (https://macaquenet.github.io/) aimed at unlocking the wealth of cross‐species data for research on macaque social behaviour. The MacaqueNet database encompasses data from 1981 to the present on 61 populations across 14 species and is the first publicly searchable and standardised database on affiliative and agonistic animal social behaviour. We describe the establishment of MacaqueNet, from the steps we took to start a large‐scale collective, to the creation of a cross‐species collaborative database and the implementation of data entry and retrieval protocols.

  • We share MacaqueNet's component resources: an R package for data standardisation, website code, the relational database structure, a glossary and data sharing terms of use. With all these components openly accessible, MacaqueNet can act as a fully replicable template for future endeavours establishing large‐scale collaborative comparative databases.

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