EVIDENCE FOR COEVOLUTION OF SOCIALITY AND RELATIVE BRAIN SIZE IN THREE ORDERS OF MAMMALS
Abstract
As the brain is responsible for managing an individual's behavioral response to its environment, we should expect that large relative brain size is an evolutionary response to cognitively challenging behaviors. The "social brain hypothesis" argues that maintaining group cohesion is cognitively demanding as individuals living in groups need to be able to resolve conflicts that impact on their ability to meet resource requirements. If sociality does impose cognitive demands, we expect changes in relative brain size and sociality to be coupled over evolutionary time. In this study, we analyze data on sociality and relative brain size for 206 species of ungulates, carnivores, and primates and provide, for the first time, evidence that changes in sociality and relative brain size are closely correlated over evolutionary time for all three mammalian orders. This suggests a process of coevolution and provides support for the social brain theory. However, differences between taxonomic orders in the stability of the transition between small-brained/nonsocial and large-brained/social imply that, although sociality is cognitively demanding, sociality and relative brain size can become decoupled in some cases. Carnivores seem to have been especially prone to this.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
According to the social brain hypothesis, the high degree of encephalization reached by the neocortex of social mammals, especially Homo sapiens, may be a direct consequence of the cognitive demands required for the stable management of complex relationships within social groups.
“the high degree of encephalization reached by the neocortex of social mammals, especially by Homo sapiens, may be a direct consequence of the cognitive demands required for the stable management of complex relationships that occur within social groups”
From Internet use and access, behavior, cyberbullying, and grooming: Results of an investigative whole city survey of adolescents (2017) · cites this paper as [40]
Dunbar has identified an approximate number of 150 friends or social relationships that the individual human subject is actually able to maintain.
“Dunbar has come to identify an approximate number of 150 friends or social relationships that the individual human subject is actually able to maintain”
From Internet use and access, behavior, cyberbullying, and grooming: Results of an investigative whole city survey of adolescents (2017) · cites this paper as [40]
Cites
APE: Analyses of Phylogenetics and Evolution in R language
Paradis, E., Claude, J., & Strimmer, K. (2004) · Bioinformatics · doi:10.1093/bioinformatics/btg412 · Cited by 12,037 · see citing works
Gentleman R: R: A language for data analysis and graphics
Ihaka, R., & Gentleman, R. (1996) · Journal of Computational and Graphical Statistics · doi:10.1080/10618600.1996.10474713 · Cited by 11,747 · see citing works
Inferring the historical patterns of biological evolution
Pagel, M. (1999) · Nature · doi:10.1038/44766 · Cited by 5,200 · see citing works
R: A Language for Data Analysis and Graphics
Ihaka, R., & Gentleman, R. C. (1996) · Journal of Computational and Graphical Statistics · doi:10.2307/1390807 · Cited by 4,245 · see citing works
Nowak, R. (2018) · doi:10.1353/book.59141 · Cited by 4,102 · see citing works
The Evolution of Parental Care
Clutton‐Brock, T. H. (2019) · Princeton University Press eBooks · doi:10.2307/j.ctvs32ssj · Cited by 3,161 · see citing works
Behavioural Ecology: An Evolutionary Approach
Ormond, R., Krebs, J. R., & Davies, N. (1983) · Journal of Animal Ecology · doi:10.2307/4581 · Cited by 2,907 · see citing works
The Evolution of Parental Care
Clutton‐Brock, T. H. (1991) · Princeton University Press eBooks · doi:10.1515/9780691206981 · Cited by 2,804 · see citing works
Neocortex size as a constraint on group size in primates
Dunbar, R. I. M. (1992) · Journal of Human Evolution · doi:10.1016/0047-2484(92)90081-j · Cited by 2,542 · see citing works
Self-citationProcedures for the Analysis of Comparative Data Using Phylogenetically Independent Contrasts
Garland, T., Harvey, P. H., & Ives, A. R. (1992) · Systematic Biology · doi:10.1093/sysbio/41.1.18 · Cited by 2,151 · see citing works
Grafen, A. (1989) · Philosophical Transactions of the Royal Society of London. B, Biological Sciences · doi:10.1098/rstb.1989.0106 · Cited by 2,142 · see citing works
EVOLUTION OF THE BRAIN AND INTELLIGENCE
Radinsky, L., & Jerison, H. J. (1975) · Evolution · doi:10.2307/2407154 · Cited by 1,982 · see citing works
Molecular phylogenetics and the origins of placental mammals
Murphy, W. J., Eizirik, E., Johnson, W. E., Zhang, Y., Ryder, O. A., & O’Brien, S. J. (2001) · Nature · doi:10.1038/35054550 · Cited by 1,361 · see citing works
The Ecology of Carnivore Social Behaviour
Macdonald, D. W. (1983) · Nature · doi:10.1038/301379a0 · Cited by 1,192 · see citing works
Inferring evolutionary processes from phylogenies
PAGEL, M. (1997) · Zoologica Scripta · doi:10.1111/j.1463-6409.1997.tb00423.x · Cited by 1,106 · see citing works
Pagel, M. D. (1999) · Systematic Biology · doi:10.1080/106351599260184 · Cited by 1,085 · see citing works
Coalitions and Alliances in Humans and Other Animals.
Dunbar, R., Harcourt, A. H., & de Waal, F. Β. Μ. (1993) · Man · doi:10.2307/2803426 · Cited by 968 · see citing works
Self-citationNew and Revised Data on Volumes of Brain Structures in Insectivores and Primates
Stephan, H., Frahm, H. D., & Baron, G. (1981) · Folia Primatologica · doi:10.1159/000155963 · Cited by 877 · see citing works
A composite estimate of primate phylogeny
Purvis, A. (1995) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.1995.0078 · Cited by 692 · see citing works
Ecological constraints on group size: an analysis of spider monkey and chimpanzee subgroups
Chapman, C. A., Chapman, L. J., & Wrangham, R. W. (1995) · Behavioral Ecology and Sociobiology · doi:10.1007/bf00175729 · Cited by 686 · see citing works
Evolution of the Brain and Intelligence
(1973) · Elsevier eBooks · doi:10.1016/b978-0-123-85250-2.x5001-9 · Cited by 667 · see citing works
A method for the analysis of comparative data
Pagel, M. D. (1992) · Journal of Theoretical Biology · doi:10.1016/s0022-5193(05)80637-x · Cited by 661 · see citing works
Bininda‐Emonds, O. R. P., Gittleman, J. L., & Purvis, A. (1999) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1017/s0006323199005307 · Cited by 589 · see citing works
Ecological aspects of social evolution: Birds and mammals
Davies, N. B. (1987) · Trends in Ecology & Evolution · doi:10.1016/0169-5347(87)90073-5 · Cited by 534 · see citing works
Forage Quality and Aggregation by Large Herbivores
Fryxell, J. M. (1991) · The American Naturalist · doi:10.1086/285227 · Cited by 493 · see citing works
Predator-induced natural selection on temperament in bighorn ewes
Réale, D. J. F., & Festa‐Bianchet, M. (2003) · Animal Behaviour · doi:10.1006/anbe.2003.2100 · Cited by 394 · see citing works
Understanding primate brain evolution
Dunbar, R. I. M., & Shultz, S. (2007) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2006.2001 · Cited by 392 · see citing works
Self-citationAvian flocking in the presence of a predator
Caraco, T. B., Martindale, S., & Pulliam, H. R. (1980) · Nature · doi:10.1038/285400a0 · Cited by 342 · see citing works
Dunbar, R. (2003) · Science · doi:10.1126/science.1092116 · Cited by 314 · see citing works
Self-citationNeocortex size and behavioural ecology in primates
Barton, R. A. (1996) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.1996.0028 · Cited by 299 · see citing works
Procedures for the Analysis of Comparative Data Using Phylogenetically Independent Contrasts
Garland, T., Harvey, P., & Ives, A. R. (1992) · Systematic Biology · doi:10.2307/2992503 · Cited by 268 · see citing works
Byrne, R. W. (1995) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780198522652.003.0013 · Cited by 234 · see citing works
Both social and ecological factors predict ungulate brain size
Shultz, S., & Dunbar, R. (2005) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2005.3283 · Cited by 221 · see citing works
Self-citationTHE ORIGINS OF SEXUAL DIMORPHISM IN BODY SIZE IN UNGULATES
Pérez-Barbería, F. J., Gordon, I. J., & Pagel, M. D. (2002) · Evolution · doi:10.1111/j.0014-3820.2002.tb01438.x · Cited by 207 · see citing works
Self-citationBarton, R. A., & Dunbar, R. (1997) · Cambridge University Press eBooks · doi:10.1017/cbo9780511525636.010 · Cited by 192 · see citing works
Self-citationNeocortex Size Predicts Group Size in Carnivores and Some Insectivores
Dunbar, R., & Bever, J. (1998) · Ethology · doi:10.1111/j.1439-0310.1998.tb00103.x · Cited by 190 · see citing works
Self-citationBrain size and ecology in small mammals
Mace, G. M., Harvey, P. H., & Clutton‐Brock, T. H. (1981) · Journal of Zoology · doi:10.1111/j.1469-7998.1981.tb03449.x · Cited by 183 · see citing works
Carnivore Group Living: Comparative Trends
Gittleman, J. L. (1989) · Springer eBooks · doi:10.1007/978-1-4613-0855-3_8 · Cited by 181 · see citing works
Primate cognition: from ‘what now?’ to ‘what if
Barrett, L. (2003) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2003.09.005 · Cited by 169 · see citing works
Bininda‐Emonds, O. R. P., Gittleman, J. L., & Purvis, A. (1999) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/j.1469-185x.1999.tb00184.x · Cited by 160 · see citing works
Phylogenetic analysis of coadaptation in behavior, diet, and body size in the African antelope
Brashares, J. S., Garland, T., & Arcese, P. (2000) · Behavioral Ecology · doi:10.1093/beheco/11.4.452 · Cited by 152 · see citing works
Carnivore Group Living: Comparative Trends
Gittleman, J. L. (1989) · Springer eBooks · doi:10.1007/978-1-4757-4716-4_8 · Cited by 146 · see citing works
A Cladistic Analysis of Mitochondrial Ribosomal DNA from the Bovidae
Gatesy, J., Amato, G., Vrba, E. S., Schaller, G., & DeSalle, R. (1997) · Molecular Phylogenetics and Evolution · doi:10.1006/mpev.1997.0402 · Cited by 143 · see citing works
Mammalian Domestication and its Effect on Brain Structure and Behavior
Kruska, D. C. T. (1988) · Springer eBooks · doi:10.1007/978-3-642-70877-0_13 · Cited by 142 · see citing works
Flagstad, Ø., Syversten, P. O., Stenseth, N. C., & Jakobsen, K. S. (2001) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2000.1416 · Cited by 134 · see citing works
The evolution of phylogenetic differences in the efficiency of digestion in ruminants
Pérez-Barbería, F. J., Elston, D. A., Gordon, I. J., & Illius, A. W. (2004) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2004.2714 · Cited by 117 · see citing works
Self-citationDietary constraints on encephalization in primates
Fish, J. L., & Lockwood, C. A. (2003) · American Journal of Physical Anthropology · doi:10.1002/ajpa.10136 · Cited by 105 · see citing works
Gregariousness increases brain size in ungulates
Pérez-Barbería, F. J., & Gordon, I. J. (2005) · Oecologia · doi:10.1007/s00442-005-0067-7 · Cited by 102 · see citing works
Self-citationIs mate fidelity related to site fidelity? A comparative analysis in Ciconiiforms
Cézilly, F., Dubois, F., & Pagel, M. D. (2000) · Animal Behaviour · doi:10.1006/anbe.2000.1422 · Cited by 101 · see citing works
Evolutionary transitions among feeding styles and habitats in ungulates
Pérez-Barbería, F. J., Gordon, I. J., & Nores, C. (2001) · ResearchOnline at James Cook University (James Cook University) · Cited by 70 · see citing works
Self-citationWolf predation risk associated with white-tailed deer movements
Nelson, M. E., & Mech, L. D. (1991) · Canadian Journal of Zoology · doi:10.1139/z91-379 · Cited by 67 · see citing works
Grassland‐Herbivore Interactions: How Do Grazers Coexist?
Farnsworth, K. D., Focardi, S., & Beecham, J. A. (2002) · The American Naturalist · doi:10.1086/324114 · Cited by 62 · see citing works
Ecological constraints on group size: an analysis of spider monkey and chimpanzee subgroups
Chapman, C. A., Wrangham, R. W., & Chapman, L. J. (1995) · Behavioral Ecology and Sociobiology · doi:10.1007/s002650050125 · Cited by 61 · see citing works
Body Size, Brain Size and Feeding Strategies
Martin, R. D. (1984) · Springer eBooks · doi:10.1007/978-1-4757-5244-1_3 · Cited by 38 · see citing works
Kruska, D. C. T. (2009) · Journal of Zoological Systematics & Evolutionary Research · doi:10.1111/j.1439-0469.1973.tb00135.x · Cited by 38 · see citing works
Lawes, M. J., & Nanni, R. F. (1993) · Journal of Arid Environments · doi:10.1006/jare.1993.1016 · Cited by 37 · see citing works
Rahmani, A. R. (1990) · Biological Conservation · doi:10.1016/0006-3207(90)90150-n · Cited by 29 · see citing works
Hirn-Körpergewichtsbeziehungen bei Boviden
Oboussier, H., & Schliemann, H. (1966) · Biodiversity Heritage Library (Smithsonian Institution) · doi:10.5281/zenodo.13463395 · Cited by 24 · see citing works
Dunbar, R. I. M. (1998) · Evolutionary Anthropology: Issues, News, and Reviews · doi:10.1002/(sici)1520-6505(1998)6:5
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
The evolution of self-control.
MacLean, E. L., Hare, B., Nunn, C. L., Addessi, E., Amici, F., Anderson, R. C., Aureli, F., Baker, J. M., Bania, A. E., Barnard, A. M., et al. (2014) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1323533111 · Cited by 819 · see citing works
The social brain hypothesis and its implications for social evolution
Dunbar, R. I. M. (2009) · Annals of Human Biology · doi:10.1080/03014460902960289 · Cited by 795 · see citing works
Self-citationPrimate brain size is predicted by diet but not sociality
DeCasien, A. R., Williams, S. A., & Higham, J. P. (2017) · Nature Ecology & Evolution · doi:10.1038/s41559-017-0112 · Cited by 479 · see citing works
Understanding primate brain evolution
Dunbar, R. I. M., & Shultz, S. (2007) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2006.2001 · Cited by 392 · see citing works
Self-citationVentromedial prefrontal volume predicts understanding of others and social network size
Lewis, P. A., Rezaie, R., Brown, R., Roberts, N., & Dunbar, R. I. M. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.05.030 · Cited by 321 · see citing works
“…between social group size and neocortex volume in primates, otherwise known as the social brain hypothesis (Dunbar, 1998; Dunbar and Shultz, 2007; Pérez-Barbería et al., 2007; Shultz and Dunbar, 2007, 2010), implies that the social cognitive skills underpinning this relationship must have some…”
BackgroundSelf-citationTechnical innovations drive the relationship between innovativeness and residual brain size in birds
Overington, S. E., Morand‐Ferron, J., Boogert, N. J., & Lefebvre, L. (2009) · Animal Behaviour · doi:10.1016/j.anbehav.2009.06.033 · Cited by 271 · see citing works
“…and broad areas controlling multiple processes (e.g. mammalian cortex, avian pallium and insect mushroom bodies: Timmermans et al. 2000;Reader & Laland 2002; Farris & Roberts 2005; Perez-Barberia et al. 2007; telencephalon: DeVoogd 2004; whole brain: Sol et al. 2005, 2007; Ratcliffe et al. 2006).”
Why are there so many explanations for primate brain evolution?
Dunbar, R., & Shultz, S. (2017) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2016.0244 · Cited by 258 · see citing works
“In primates, social group size correlates with a wide range of brain indices, including absolute and relative cranial volume [105], brain volume [7,106], neocortex volume [5,10,42,107], non-striate neocortex volume [108] and frontal lobe volume [109] (with and without phylogenetic correction in all these cases and wit…”
BackgroundInfluentialSelf-citationParasites, democratization, and the liberalization of values across contemporary countries
Thornhill, R., Fincher, C. L., & Aran, D. (2009) · Biological Reviews · doi:10.1111/j.1469-185x.2008.00062.x · Cited by 260 · see citing works
The establishment and maintenance of dominance hierarchies
Tibbetts, E., Pardo-Sanchez, J., & Weise, C. (2022) · Philosophical Transactions of the Royal Society of London. Biological Sciences · doi:10.1098/rstb.2020.0450 · Cited by 216 · see citing works
Bailey, I., Myatt, J. P., & Wilson, A. M. (2012) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-012-1423-3 · Cited by 227 · see citing works
Pearce, E., Stringer, C. B., & Dunbar, R. (2013) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2013.0168 · Cited by 221 · see citing works
“For instance, there is a wellestablished relationship between brain and bonded group size across anthropoid primates [48–57], as well as between specific areas of the frontal lobe and active social network (total number of personal contacts) size at the within-species individual level in both macaques [58] and, more i…”
BackgroundSelf-citationBrain-size evolution and sociality in Carnivora
Finarelli, J. A., & Flynn, J. J. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0901780106 · Cited by 217 · see citing works
“This presents a potential explanatory mechanism for the patterns observed in this study; for example, living canids are characterized by relatively large brains and highly social behaviors (7, 31), therefore the observed encephalization increase between stem and crown taxa in the Canidae might signal the origin of com…”
BackgroundBrains, Lifestyles and Cognition: Are There General Trends?
Lefebvre, L., & Sol, D. (2008) · Brain Behavior and Evolution · doi:10.1159/000151473 · Cited by 184 · see citing works
“Continuous variables were then added, most notably size of the social unit [Sawaguchi and Kudo, 1990; Perez-Barberia et al., 2007].”
Farris, S. M., & Schulmeister, S. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.2161 · Cited by 179 · see citing works
Re-evaluating the link between brain size and behavioural ecology in primates
Powell, L. E., Isler, K., & Barton, R. A. (2017) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2017.1765 · Cited by 180 · see citing works
Mind the fish: zebrafish as a model in cognitive social neuroscience
Oliveira, R. F. (2013) · Frontiers in Neural Circuits · doi:10.3389/fncir.2013.00131 · Cited by 168 · see citing works
“…in primates (Dunbar, 1992; Barton, 1996), the social brain hypothesis has been extended to other taxa, including non-primate mammals (e.g., Perez-Barberia et al., 2007), birds (e.g., Burish et al., 2004; Emery et al., 2007), fish (e.g., Pollen et al., 2007; Gonzalez-Voyer et al., 2009)…”
BackgroundThe Cultural Brain Hypothesis: How culture drives brain expansion, sociality, and life history
Muthukrishna, M., Doebeli, M., Chudek, M., & Henrich, J. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006504 · Cited by 166 · see citing works
Social cognition on the Internet: testing constraints on social network size
Dunbar, R. I. M. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2012.0121 · Cited by 148 · see citing works
Self-citationEvolutionary ecology of intraspecific brain size variation: a review
Gonda, A., Herczeg, G., & Merilä, J. (2013) · Ecology and Evolution · doi:10.1002/ece3.627 · Cited by 141 · see citing works
“Social complexity, requiring life in large and complex groups or in pair bonds is accepted as the main driver of primate, especially human, brain size evolution (also known as “social brain hypothesis”, e.g., Dunbar 1998; Dunbar and Shultz 2007a,b; Perez-Barberia et al. 2007).”
BackgroundLinking brains and brawn: exercise and the evolution of human neurobiology
Raichlen, D. A., & Polk, J. D. (2012) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2012.2250 · Cited by 133 · see citing works
“As with other studies of brain size [80], humans, and primates more generally, must be examined in their appropriate phylogenetic context, and not in comparisons with a wide array of non-primate mammals [6].”
BackgroundThe social and cultural roots of whale and dolphin brains
Fox, K. C. R., Muthukrishna, M., & Shultz, S. (2017) · Nature Ecology & Evolution · doi:10.1038/s41559-017-0336-y · Cited by 128 · see citing works
“Although previous studies have identified links between brain size and sociality 37,38 or social group size 39,40 , few studies have evaluated the behaviours and cognition underpinning social living.”
Self-citationAntiquity and Social Functions of Multilevel Social Organization Among Human Hunter-Gatherers
Layton, R., O'Hara, S., & Bilsborough, A. (2012) · International journal of primatology · doi:10.1007/s10764-012-9634-z · Cited by 116 · see citing works
“The analysis of Pérez-Barbería et al. (2007) demonstrated a tight coupling of sociality (in the form of intense and rich social relationships, i.e., social complexity) and brain size (in the form of neocortex enlargement), strongly suggesting their coevolution.”
Behavioural ecology at the spatial–social interface
Webber, Q. M. R., Albery, G. F., Farine, D. R., Pinter‐Wollman, N., Sharma, N., Spiegel, O., Wal, E. V., & Manlove, K. R. (2023) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12934 · Cited by 135 · see citing works
Gonda, A., Herczeg, G., & Merilä, J. (2009) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2009.0026 · Cited by 122 · see citing works
An exploration of the social brain hypothesis in insects.
Lihoreau, M., Latty, T., & Chittka, L. (2012) · Frontiers in Physiology · doi:10.3389/fphys.2012.00442 · Cited by 118 · see citing works
“This “social brain” hypothesis has received some support from correlations between measures of brain size and proxies for social complexity in various mammals (Dunbar and Shultz, 2007; Pérez-Barberia et al., 2007).”
BackgroundBergman, T. J. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.0580 · Cited by 104 · see citing works
“First, across many taxa, increased sociality is associated with increased brain size, suggesting coevolution between these two traits (e.g. Barton 1996; Perez-Barberia et al. 2007).”
BackgroundMontgomery, S. H., Capellini, I., Barton, R. A., & Mundy, N. I. (2010) · BMC Biology · doi:10.1186/1741-7007-8-9 · Cited by 98 · see citing works
“A trend towards brain expansion is assumed to have occurred throughout primate evolution [6] and this has been interpreted as an indication of directional selection on cognitive abilities, due, for example, to arms races in social cognition [7,8].”
BackgroundO’Donnell, S., Bulova, S. J., DeLeon, S., Khodak, P., Miller, S., & Sulger, E. (2015) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2015.0791 · Cited by 102 · see citing works
Social bonds and rank acquisition in raven nonbreeder aggregations
Braun, A., & Bugnyar, T. (2012) · Animal Behaviour · doi:10.1016/j.anbehav.2012.09.024 · Cited by 102 · see citing works
Evolutionary Divergence in Brain Size between Migratory and Resident Birds
Sol, D., Garcia, N., Iwaniuk, A. N., Davis, K. E., Meade, A., Boyle, W. A., & Székely, T. (2010) · PLoS ONE · doi:10.1371/journal.pone.0009617 · Cited by 97 · see citing works
Collective minds: social network topology shapes collective cognition
Momennejad, I. (2021) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2020.0315 · Cited by 98 · see citing works
“B 377 : 2020031 5 correspond to the size of the brain in primates [55] and other mammals [58].”
BackgroundBugnyar, T. (2013) · Comparative Cognition & Behavior Reviews · doi:10.3819/ccbr.2013.80001 · Cited by 92 · see citing works
Evolution of the brain and intelligence in primates
Roth, G., & Dicke, U. (2012) · Progress in brain research · doi:10.1016/b978-0-444-53860-4.00020-9 · Cited by 91 · see citing works
Sociality, ecology, and relative brain size in lemurs
MacLean, E. L., Barrickman, N. L., Johnson, E. M., & Wall, C. E. (2009) · Journal of Human Evolution · doi:10.1016/j.jhevol.2008.12.005 · Cited by 89 · see citing works
“Further, Pérez-Barberı́a et al. (2007) showed that changes in relative brain size and sociality are tightly coupled within primates, suggesting a coevolutionary relationship in which changes in one of these variables seldom occurs without corresponding changes in the other.”
Monogamy: Cause, Consequence, or Corollary of Success in Wild Canids?
Macdonald, D., Campbell, L. A. D., Kamler, J., Marino, J., Werhahn, G., & Sillero-Zubiri, C. (2019) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2019.00341 · Cited by 48 · see citing works
Goats excel at learning and remembering a highly novel cognitive task
Briefer, E. F., Haque, S., Baciadonna, L., & McElligott, A. G. (2014) · Frontiers in Zoology · doi:10.1186/1742-9994-11-20 · Cited by 83 · see citing works
Social complexity and the fractal structure of group size in primate social evolution
Dunbar, R., & Shultz, S. (2021) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12730 · Cited by 81 · see citing works
“In primates [but not in other mammals or birds (Shultz & Dunbar, 2007, 2010a; Pérez-Barbería et al., 2007b)], brain size – and, specifically, neocortex volume – is a robust predictor of both social group size and many other aspects of social behaviour (including grooming clique size, coalitionary…”
BackgroundInfluentialSelf-citationSmith, A. R., Seid, M. A., Jimenez, L., & Wcislo, W. T. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.0269 · Cited by 77 · see citing works
Developmental constraints on behavioural flexibility
Holekamp, K. E., Swanson, E. M., & Meter, P. E. V. (2013) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2012.0350 · Cited by 77 · see citing works
“Despite these similarities, the average behavioural repertoire size (number of behaviours in the ethogram for a species) is much larger in primates than carnivores (mean for carnivores is 71 versus 107 for primates [41]), there is a striking grade shift between them in brain size and size of specific brain regions [42…”
BackgroundSocial Information Transmission in Animals: Lessons from Studies of Diffusion
Duboscq, J., Romano, V., MacIntosh, A. J. J., & Sueur, C. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.01147 · Cited by 72 · see citing works
Scheiber, I. B. R., Weiß, B., Kingma, S. A., & Komdeur, J. (2017) · Frontiers in Zoology · doi:10.1186/s12983-016-0185-6 · Cited by 68 · see citing works
Multiple Determinants of Whole and Regional Brain Volume among Terrestrial Carnivorans
Swanson, E. M., Holekamp, K. E., Lundrigan, B. L., Arsznov, B. M., & Sakai, S. T. (2012) · PLoS ONE · doi:10.1371/journal.pone.0038447 · Cited by 68 · see citing works
“[17,18,53]).”
Brain Size and Social Complexity: A Computed Tomography Study in Hyaenidae
Sakai, S. T., Arsznov, B. M., Lundrigan, B. L., & Holekamp, K. E. (2011) · Brain Behavior and Evolution · doi:10.1159/000323849 · Cited by 66 · see citing works
“Researchers have reported a relationship between total brain volume and social complexity in carnivores and insectivores [Dunbar and Bever, 1998; Pérez-Barberia et al., 2007], ungulates [Shultz and Dunbar, 2006; Pérez-Barberia et al., 2007], odontocete cetaceans [Marino, 1996], and primates…”
BackgroundHabits of the heart: Life history and the developmental neuroendocrinology of emotion
Worthman, C. M. (2009) · American Journal of Human Biology · doi:10.1002/ajhb.20966 · Cited by 65 · see citing works
“Indeed, these pressures alone have been proposed as prime movers for evolution of expanded cranial capacity (Perez-Barberia et al. 2007), and as determinants of social network configurations and sustainable group sizes in humans (Dunbar 2008).”
BackgroundThe comparative approach and brain–behaviour relationships: A tool for understanding tool use.
Iwaniuk, A. N., Lefebvre, L., & WYLIE, D. R. W. (2009) · Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale · doi:10.1037/a0015678 · Cited by 63 · see citing works
Comparative studies of brain evolution: a critical insight from the Chiroptera
Dechmann, D. K. N., & Safi, K. (2009) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/j.1469-185x.2008.00067.x · Cited by 63 · see citing works
Whiten, A. (2018) · Journal of comparative psychology · doi:10.1037/com0000135 · Cited by 62 · see citing works
Integrating brain, behavior, and phylogeny to understand the evolution of sensory systems in birds
WYLIE, D. R. W., Gutiérrez‐Ibáñez, C., & Iwaniuk, A. N. (2015) · Frontiers in Neuroscience · doi:10.3389/fnins.2015.00281 · Cited by 60 · see citing works
Social carnivores outperform asocial carnivores on an innovative problem
Borrego, N., & Gaines, M. S. (2016) · Animal Behaviour · doi:10.1016/j.anbehav.2016.01.013 · Cited by 60 · see citing works
Brain size as a driver of avian escape strategy
Samia, D. S. M., Møller, A. P., & Blumstein, D. T. (2015) · Scientific Reports · doi:10.1038/srep11913 · Cited by 58 · see citing works
Lombard, M., & Högberg, A. (2021) · Journal of Archaeological Method and Theory · doi:10.1007/s10816-020-09502-6 · Cited by 57 · see citing works
“Whereas an increase in brain size probably played a role in early hominin evolution in terms of the social brain hypothesis (e.g. Dunbar 1998; Pérez-Barbería et al. 2007), amongst other things, it is clear from the data presented in the Galway-Witham et al. (2019) graph that by the MSA/MP, this…”
BackgroundFluctuations in Evolutionary Integration Allow for Big Brains and Disparate Faces
Evans, K. M., Waltz, B. T., Tagliacollo., V. A., Sidlauskas, B. L., & Albert, J. S. (2017) · Scientific Reports · doi:10.1038/srep40431 · Cited by 58 · see citing works
Embracing covariation in brain evolution
Charvet, C. J., & Finlay, B. L. (2012) · Progress in brain research · doi:10.1016/b978-0-444-53860-4.00004-0 · Cited by 55 · see citing works
“In a series of studies beginning in the early 1990s, Dunbar and his colleagues showed that the relative size of the isocortex or brain size and residuals derived from a linear regression of brain and body size positively correlate with group size or related measures of group size in primates (Dunbar, 1992, 2009; Dunba…”
InfluentialSociality does not drive the evolution of large brains in eusocial African mole-rats
Kverková, K., Bělíková, T., Olkowicz, S., Pavelková, Z., O'Riain, M., Šumbera, R., Burda, H., Bennett, N., & Němec, P. (2018) · Scientific Reports · doi:10.1038/s41598-018-26062-8 · Cited by 51 · see citing works
Bite force and encephalization in the C anidae ( M ammalia: C arnivora)
Damasceno, E. M., Hingst‐Zaher, E., & Astúa, D. (2013) · Journal of Zoology · doi:10.1111/jzo.12030 · Cited by 54 · see citing works
Finlay, B. L., Hinz, F. I., & Darlington, R. B. (2011) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2010.0344 · Cited by 54 · see citing works
Lombard, M. (2021) · Quaternary Science Reviews · doi:10.1016/j.quascirev.2021.107021 · Cited by 54 · see citing works
Markov, A. V., & Markov, M. A. (2020) · Ecology and Evolution · doi:10.1002/ece3.6350 · Cited by 50 · see citing works
Evolutionary dynamics of recent selection on cognitive abilities
Miller, S., Legan, A. W., Henshaw, M. T., Ostevik, K. L., Samuk, K., Uy, F. M. K., Reeve, H. K., & Sheehan, M. J. (2020) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1918592117 · Cited by 50 · see citing works
Reversed brain size sexual dimorphism accompanies loss of parental care in white sticklebacks
Samuk, K., Iritani, D., & Schluter, D. (2014) · Ecology and Evolution · doi:10.1002/ece3.1175 · Cited by 48 · see citing works
Collective personalities: present knowledge and new frontiers
Wright, C. M., Lichtenstein, J. L. L., Doering, G. N., Pretorius, J., Meunier, J., & Pruitt, J. N. (2019) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-019-2639-2 · Cited by 46 · see citing works
Linking ecology and cognition: does ecological specialisation predict cognitive test performance?
der Malsburg, J. H., Kappeler, P. M., & Fichtel, C. (2020) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-020-02923-z · Cited by 48 · see citing works
Both Diet and Sociality Affect Primate Brain-Size Evolution
Grabowski, M. W., Kopperud, B. T., Tsuboi, M., & Hansen, T. F. (2022) · Systematic Biology · doi:10.1093/sysbio/syac075 · Cited by 44 · see citing works
Big Cat Coalitions: A Comparative Analysis of Regional Brain Volumes in Felidae
Sakai, S. T., Arsznov, B. M., Hristova, A. E., Yoon, E. J., & Lundrigan, B. L. (2016) · Frontiers in Neuroanatomy · doi:10.3389/fnana.2016.00099 · Cited by 49 · see citing works
“…for the social brain hypothesis was provided by three subsequent studies which found positive correlations between sociality in carnivores and relative brain size (Perez-Barberia et al., 2007), relative cerebrum volume (Swanson et al., 2012), and relative neocortex size (Dunbar and Bever, 1998).”
BackgroundA framework for conceptualizing dimensions of social organization in mammals
Prox, L., & Farine, D. R. (2019) · Ecology and Evolution · doi:10.1002/ece3.5936 · Cited by 43 · see citing works
The lemur baseline: how lemurs compare to monkeys and apes in the Primate Cognition Test Battery
Fichtel, C., Dinter, K., & Kappeler, P. M. (2020) · PeerJ · doi:10.7717/peerj.10025 · Cited by 42 · see citing works
Vogt, C. C., Zipple, M. N., Sprockett, D. D., Miller, C. H., Hardy, S. X., Arthur, M. K., Greenstein, A. M., Colvin, M. S., Michel, L. M., Moeller, A. H., et al. (2024) · BMC Biology · doi:10.1186/s12915-024-01809-0 · Cited by 39 · see citing works
“The organization of mammal societies is influenced by ecological [100–102], demographic [103– 106], and phylogenetic factors [107–109], each of which were controlled for in our trials.”
BackgroundEcological Determinants of Social Systems
Chaverri, G., & Kunz, T. (2010) · Advances in the study of behavior · doi:10.1016/s0065-3454(10)42009-4 · Cited by 40 · see citing works
The Infertility Trap: The Fertility Costs of Group-Living in Mammalian Social Evolution
Dunbar, R., & Shultz, S. (2021) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2021.634664 · Cited by 41 · see citing works
Self-citationReser, J. E. (2011) · Evolutionary Psychology · doi:10.1177/147470491100900209 · Cited by 41 · see citing works
“It is clear that there are costs and benefits to living in groups and that the pressures from the social environment can change abruptly (Perez-Barberia, Shultz, and Dunbar, 2007).”
BackgroundBrain size, ecology and sociality: a reptilian perspective
Meester, G. D., Huyghe, K., & Damme, R. V. (2018) · Biological Journal of the Linnean Society · doi:10.1093/biolinnean/bly206 · Cited by 39 · see citing works
Levels and mechanisms of behavioural variability
Kappeler, P. M., & Kraus, C. (2010) · Springer eBooks · doi:10.1007/978-3-642-02624-9_21 · Cited by 39 · see citing works
The social brain hypothesis – thirty years on
Dunbar, R. (2024) · Annals of Human Biology · doi:10.1080/03014460.2024.2359920 · Cited by 37 · see citing works
“…derivative of selection for specialised cognition required for group-living in primates, ungulates, carnivores, bats, cetaceans, and birds (Pérez-Barbería et al. 2007; Shultz and Dunbar 2007, 2010a, 2010b, 2022; Dunbar and Shultz 2017, 2021; Fox et al. 2017), (2) this relationship…”
Self-citationO’Donnell, S., Clifford, M. R., & Molina, Y. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1017566108 · Cited by 37 · see citing works
Population densities predict forebrain size variation in the cleaner fish Labroides dimidiatus
Triki, Z., Levorato, E., McNeely, W., Marshall, N. J., & Bshary, R. (2019) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2019.2108 · Cited by 34 · see citing works
“Despite its initial success, the SBH is now viewed with more scepticism for two main reasons: on a more technical level, various studies found supporting evidence only if group size and neocortex ratio were replaced with other measures [19,31,63,78,88,89] thus introducing arbitrary factors in the analyses.”
The evolution of capture myopathy in hooved mammals: a model for human stress cardiomyopathy?
Blumstein, D. T., Buckner, J. C., Shah, S., Patel, S., Alfaro, M. E., & Natterson-Horowitz, B. (2015) · Evolution Medicine and Public Health · doi:10.1093/emph/eov015 · Cited by 36 · see citing works
“Indeed, more social species, including ungulates, may have larger brains [51].”
BackgroundAbsolute, not relative brain size correlates with sociality in ground squirrels
Matějů, J., Kratochvíl, L., Pavelková, Z., Řičánková, V. P., Vohralík, V., & Němec, P. (2016) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2015.2725 · Cited by 36 · see citing works
Why direct effects of predation complicate the social brain hypothesis
van der Bijl, W., & Kolm, N. (2016) · BioEssays · doi:10.1002/bies.201500166 · Cited by 36 · see citing works
“Some evidence for larger brains in social carnivores has been presented [10], but the observed link between brain size and sociality was later shown to stem from dogs alone ([18], but see [19]).”
BackgroundIlieş, I., Muscedere, M. L., & Traniello, J. F. A. (2015) · Brain Behavior and Evolution · doi:10.1159/000370100 · Cited by 35 · see citing works
“…Dunbar and Shultz, 2007; Eberhard and Wcislo, 2012; Farris and Roberts, 2005; GómezRobles et al., 2014; Herculano-Houzel, 2012; HerculanoHouzel et al., 2014; Kotrschal et al., 2013; Lefebvre and Sol, 2008; Muscedere et al., 2014; Pérez-Barbería et al., 2007; Reichert, 2009; Swanson et al., 2012].”
BackgroundBrain and Behaviour in Primate Evolution
Dunbar, R. (2009) · Springer eBooks · doi:10.1007/978-3-642-02725-3_15 · Cited by 33 · see citing works
Self-citationYamaguchi, N., Kitchener, A. C., Gilissen, E., & Macdonald, D. W. (2009) · Biological Journal of the Linnean Society · doi:10.1111/j.1095-8312.2009.01249.x · Cited by 33 · see citing works
Attacked ravens flexibly adjust signalling behaviour according to audience composition
Szipl, G., Ringler, E., & Bugnyar, T. (2018) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2018.0375 · Cited by 32 · see citing works
“Sociality is thought to have driven the evolution of cognitive abilities in primates [1–4] and other mammals (e.g. cetaceans [5], carnivores and ungulates [6]), and possibly also in birds like parrots and corvids [7] (but see [8,9] for an argument against this notion in hyenas).”
Individual memory and the emergence of cooperation
Moreira, J. A. G., Vukov, J., Sousa, C., Santos, F. C., d'Almeida, A. F., Santos, M. D., & Pacheco, J. M. (2012) · Animal Behaviour · doi:10.1016/j.anbehav.2012.10.030 · Cited by 31 · see citing works
“Indeed, N can vary between 2 and 30 in accord with average maximum population sizes described in several species of primates (Kudo & Dunbar 2001; Dunbar & Shultz 2007a, b; Pérez-Barbería et al. 2007; Shultz & Dunbar 2010).”
BackgroundDeCasien, A. R., González, N. T., Williams, S. A., & Shattuck, M. R. (2018) · Evolution · doi:10.1111/evo.13633 · Cited by 28 · see citing works
Why big brains? A comparison of models for both primate and carnivore brain size evolution
Chambers, H., Heldstab, S. A., & O’Hara, S. J. (2021) · PLoS ONE · doi:10.1371/journal.pone.0261185 · Cited by 33 · see citing works
“This became the method of choice when brain and body size were found to be tightly coupled allometrically across vertebrates; therefore, accounting for this allometric relationship became of great importance [35, 58].”
Four errors and a fallacy: pitfalls for the unwary in comparative brain analyses
Dunbar, R., & Shultz, S. (2023) · Biological reviews/Biological reviews of the Cambridge Philosophical Society · doi:10.1111/brv.12953 · Cited by 28 · see citing works
Self-citationMorphometric Study of Phylogenetic and Ecologic Signals in Procyonid (Mammalia: Carnivora) Endocasts
Ahrens, H. E. (2014) · The Anatomical Record · doi:10.1002/ar.22996 · Cited by 30 · see citing works
Silk, J. B., & Kappeler, P. M. (2017) · Cambridge University Press eBooks · doi:10.1017/9781107338319.010 · Cited by 28 · see citing works
Hooper, R., Brett, B., & Thornton, A. (2022) · PLoS ONE · doi:10.1371/journal.pone.0270771 · Cited by 28 · see citing works
Spatial learning and memory in African mole-rats: The role of sociality and sex
Costanzo, M. S., Bennett, N. C., & Lutermann, H. (2008) · Physiology & Behavior · doi:10.1016/j.physbeh.2008.09.008 · Cited by 28 · see citing works
“group size, [43–46]).”
Sociality and communicative complexity: insights from the other insect societies
Nehring, V., & Steiger, S. (2018) · Current Opinion in Insect Science · doi:10.1016/j.cois.2018.04.002 · Cited by 27 · see citing works
Muscedere, M. L., Gronenberg, W., Moreau, C. S., & Traniello, J. F. A. (2014) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2014.0217 · Cited by 27 · see citing works
Morrison, R. E., Eckardt, W., Stoinski, T. S., & Brent, L. J. N. (2020) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2020.1026 · Cited by 26 · see citing works
Healy, S. D. (2021) · doi:10.1093/oso/9780199546756.001.0001 · Cited by 28 · see citing works
Fuentes-González, J. A., Housworth, E. A., Weber, A., & Martins, E. P. (2016) · The American Naturalist · doi:10.1086/688917 · Cited by 25 · see citing works
Page, R. A., von Merten, S., & Siemers, B. M. (2012) · Animal Cognition · doi:10.1007/s10071-012-0474-1 · Cited by 25 · see citing works
“Sociality has been connected with cognitive abilities in a variety of taxa (Pérez-Barbería et al. 2007).”
BackgroundLongevity in Bovids Is Promoted by Sociality, But Reduced by Sexual Selection
Bro‐Jørgensen, J. (2012) · PLoS ONE · doi:10.1371/journal.pone.0045769 · Cited by 22 · see citing works
“and dilution benefits of group living, it is conceivable that the positive link between sociality and longevity is promoted also by a general link between large brain size and sociality [1], which has been reported specifically in ungulates [41,42].”
BackgroundA model for brain life history evolution
González-Forero, M., Faulwasser, T., & Lehmann, L. (2017) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1005380 · Cited by 21 · see citing works
Individual Recognition and the Evolution of Learning and Memory in Polistes Paper Wasps
Tibbetts, E. A., & Sheehan, M. J. (2013) · Handbook of behavioral neuroscience · doi:10.1016/b978-0-12-415823-8.00042-3 · Cited by 22 · see citing works
Sayol, F., Collado, M. Á., Garcia‐Porta, J., Seid, M. A., Gibbs, J., Agorreta, A., Mauro, D. S., Raemakers, I., Sol, D., & Bartomeus, Í. (2020) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2020.0762 · Cited by 21 · see citing works
- Authors
- Pérez-Barbería, F. J., Shultz, S., & Dunbar, R. I. M.
- Affiliations
- University of Liverpool (GB)
- Corresponding author
- Pérez-Barbería, F. Javier
- Shultz, Susanne
- Dunbar, Robin I. M.
- Venue
- Evolution
- Publisher
- Oxford University Press (OUP)
- Published
- 2007-12
- Volume
- 61
- Issue
- 12
- Pages
- 2811-2821
- ISSN
- 0014-3820 (ISSN-L)
- 1558-5646
- OpenAlex
- W2105254791
- Cited by
- 241
- References
- 58
- Citations by year
- 2026: 5 · 2025: 13 · 2024: 14 · 2023: 8 · 2022: 10 · 2021: 27 · 2020: 12 · 2019: 9 · 2018: 16 · 2017: 17 · 2016: 15 · 2015: 11 · 2014: 8 · 2013: 12 · 2012: 18
- FWCI
- 16.05
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Evolution (publishedVersion)
- PubMed (publishedVersion)
- BioOne Complete (BioOne) (submittedVersion)
- Research Explorer (The University of Manchester) (submittedVersion)
- Funders
- British Academy
- Topics
- Social Sciences › Psychology › Social Psychology › Primate Behavior and Ecology
- Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Animal Behavior and Reproduction
- Physical Sciences › Earth and Planetary Sciences › Paleontology › Evolution and Paleontology Studies
- Keywords
- social brain hypothesis, sociality, relative brain size, coevolution, ungulates, carnivores, primates, group cohesion, cognitive demand, brain evolution, evolution of social behavior
- MeSH terms
- Animals, Behavior, Animal, Brain, Carnivora, Mammals, Organ Size, Phylogeny, Primates, Social Behavior
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review