A critique of comparative studies of brain size
Open accessAbstract
In recent years, there have been over 50 comparative analyses carried out in which social or ecological variables have been used to explain variation in whole brain size, or a part thereof, in a range of vertebrate species. Here, we review this body of work, pointing out that there are a number of substantial problems with some of the assumptions that underpin the hypotheses (e.g. what brain size means), with the data collection and with the ways in which the data are combined in the analyses. These problems are particularly apparent in those analyses in which attempts are made to correlate complex behaviour with parts of the brain that carry out multiple functions. We conclude that now is the time to substantiate these results with data from experimental manipulations.
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Comparative tests of adaptive hypotheses to explain brain size evolution in primates sometimes reach incompatible conclusions, as do those on other mammals or birds.
“Comparative tests of adaptive hypotheses to explain brain size evolution in primates sometimes reach incompatible conclusions [Wartel et al., 2019], as do those on other mammals or birds [Healy and Rowe, 2007].”
From A Farewell to the Encephalization Quotient: A New Brain Size Measure for Comparative Primate Cognition (2021) · cites this paper as Healy and Rowe, 2007
Since ecology, social life and group size are tightly linked in nature, teasing apart the different factors is difficult.
“Since ecology, social life and group size are tightly linked in nature, the teasing apart of the different factors is difficult (Dunbar & Shultz, 2017;Healy & Rowe, 2007).”
From Baboons (Papio anubis) living in larger social groups have bigger brains. (2021) · cites this paper as Healy & Rowe, 2007
The lack of cognitive data collected with similar methods across large samples of species precludes meaningful species comparisons that can reveal the major forces shaping cognitive evolution across species, including humans.
“The lack of cognitive data collected with similar methods across large samples of species precludes meaningful species comparisons that can reveal the major forces shaping cognitive evolution across species, including humans (48,70,89,(93)(94)(95)(96)(97)(98).”
From The evolution of self-control. (2014) · cites this paper as [89]
Analyses of anatomical proxies for cognition (e.g., brain size) rely on the assumption that cognition is a one-dimensional, general-purpose mechanism that varies only quantitatively.
“Although analyses of anatomical proxies for cognition (e.g., brain size) allow researchers to analyze large comparative datasets, they rely on the assumption that cognition is a one-dimensional, general-purpose mechanism that varies only quantitatively (Healy and Rowe 2007).”
From How does cognition evolve? Phylogenetic comparative psychology (2012) · cites this paper as Healy and Rowe 2007
Comparative studies have not produced a single, unified picture of the relationship between comparative brain measures and behaviours.
“Empirically, there is a problem with this approach: comparative studies have not produced a single, unified picture of the relationship between such measures and behaviours.”
From Embodied cognitive evolution and the cerebellum (2012) · cites this paper as [14]
Each of many dimensions of behavioural ecology has been shown to correlate with brain size and/or with a specific and relevant aspect of brain structure.
“Each of these and other dimensions of behavioural ecology has been shown to correlate with the brain size and/or with a specific and relevant aspect of brain structure [14–20].”
From Embodied cognitive evolution and the cerebellum (2012) · cites this paper as [14]
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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
Chittka, L., & Niven, J. (2009) · Current Biology · doi:10.1016/j.cub.2009.08.023 · Cited by 598 · see citing works
The evolution of primate general and cultural intelligence
Reader, S. M., Hager, Y., & Laland, K. N. (2011) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2010.0342 · Cited by 496 · see citing works
Pietschnig, J., Penke, L., Wicherts, J. M., Zeiler, M., & Voracek, M. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.09.017 · Cited by 316 · see citing works
A framework for studying social complexity
Kappeler, P. M. (2019) · Behavioral Ecology and Sociobiology · doi:10.1007/s00265-018-2601-8 · Cited by 316 · see citing works
How does cognition evolve? Phylogenetic comparative psychology
MacLean, E. L., Matthews, L. J., Hare, B. A., Nunn, C. L., Anderson, R. C., Aureli, F., Brannon, E. M., Call, J., Drea, C. M., Emery, N. J., et al. (2012) · Animal Cognition · doi:10.1007/s10071-011-0448-8 · Cited by 260 · see citing works
Embodied cognitive evolution and the cerebellum
Barton, R. A. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2012.0112 · Cited by 210 · see citing works
Maternal investment, life histories and the costs of brain growth in mammals
Barton, R. A., & Capellini, I. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1019140108 · Cited by 208 · see citing works
SHULTZ, S., & DUNBAR, R. I. M. (2010) · Biological Journal of the Linnean Society · doi:10.1111/j.1095-8312.2010.01427.x · Cited by 151 · 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
Shultz, S., & Dunbar, R. I. M. (2010) · Journal of Comparative Psychology · doi:10.1037/a0018894 · Cited by 116 · see citing works
Montgomery, 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
Beneficial Effects of Spirulina Consumption on Brain Health
Trotta, T., Porro, C., Cianciulli, A., & Panaro, M. A. (2022) · Nutrients · doi:10.3390/nu14030676 · Cited by 98 · see citing works
DeSilva, J. M., Traniello, J. F. A., Claxton, A. G., & Fannin, L. D. (2021) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2021.742639 · Cited by 86 · see citing works
“Large brains may not be required to generate complex behavior, and brain mosaicism and circuitry—rather than overall size—may be important (Healy and Rowe, 2007, 2013; Chittka and Niven, 2009; Avarguès-Weber et al., 2018; Logan et al., 2018; Godfrey and Gronenberg, 2019).”
BackgroundQuantitative uniqueness of human brain evolution revealed through phylogenetic comparative analysis
Miller, I. F., Barton, R. A., & Nunn, C. L. (2019) · eLife · doi:10.7554/elife.41250 · Cited by 70 · see citing works
van Schaik, C. P., Triki, Z., Bshary, R., & Heldstab, S. A. (2021) · Brain, Behavior and Evolution · doi:10.1159/000517013 · Cited by 69 · see citing works
“Implications Comparative tests of adaptive hypotheses to explain brain size evolution in primates sometimes reach incompatible conclusions [Wartel et al., 2019], as do those on other mammals or birds [Healy and Rowe, 2007].”
BackgroundSocial complexity influences brain investment and neural operation costs in ants
Kamhi, J. F., Gronenberg, W., Robson, S. K. A., & Traniello, J. F. A. (2016) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2016.1949 · Cited by 56 · see citing works
Balanoff, A. M., Smaers, J. B., & Turner, A. H. (2016) · Journal of Anatomy · doi:10.1111/joa.12403 · Cited by 46 · see citing works
Baboons (Papio anubis) living in larger social groups have bigger brains.
Meguerditchian, A., Marie, D., Margiotoudi, K., Roth, M., Nazarian, B., Anton, J.-L., & Claidière, N. (2021) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2020.06.010 · Cited by 41 · see citing works
Sinha, S., Patro, N., & Patro, I. K. (2020) · Brain Behavior and Immunity · doi:10.1016/j.bbi.2019.08.181 · Cited by 39 · see citing works
Wartel, A., Lindenfors, P., & Lind, J. (2019) · PLOS ONE · doi:10.1371/journal.pone.0218655 · Cited by 40 · see citing works
A Guided Tour of Phylogenetic Comparative Methods for Studying Trait Evolution
Cornwallis, C. K., & Griffin, A. S. (2024) · Annual Review of Ecology, Evolution, and Systematics · doi:10.1146/annurev-ecolsys-102221-050754 · Cited by 37 · see citing works
Lefebvre, L. (2012) · Progress in Brain Research · doi:10.1016/b978-0-444-53860-4.00019-2 · Cited by 36 · see citing works
- Authors
- Healy, S. D., & Rowe, C.
- Affiliations
- University of Edinburgh (GB)
- Newcastle University (GB)
- Venue
- Proceedings of the Royal Society B: Biological Sciences
- Publisher
- The Royal Society
- Published
- 2006-12-12
- Volume
- 274
- Issue
- 1609
- Pages
- 453-464
- ISSN
- 0080-4649 (ISSN-L)
- 0962-8452
- 1471-2954
- PMC
- PMC1766390
- OpenAlex
- W2107996513
- Cited by
- 528
- References
- 105
- Citations by year
- 2026: 11 · 2025: 23 · 2024: 23 · 2023: 15 · 2022: 26 · 2021: 49 · 2020: 31 · 2019: 35 · 2018: 25 · 2017: 30 · 2016: 43 · 2015: 33 · 2014: 33 · 2013: 33 · 2012: 28
- FWCI
- 1.79
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Proceedings of the Royal Society B Biological Sciences (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Newcastle University ePrints (Newcastle Univesity)
- 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
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- brain size, vertebrates, social behavior, ecological factors, experimental manipulation, data collection problems
- MeSH terms
- Animals, Behavior, Animal, Brain, Biological Evolution, Organ Size, Social Behavior, Species Specificity, Mating Preference, Animal
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