The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
A theory of group selection.
Open accessAbstract
In organisms possessing a dispersal phase the processes of mating, competition, feeding, and predation are often carried out within "trait-groups," defined as populations enclosed in areas smaller than the boundaries of the deme. A simple model shows that this can lead to the selection of "altruistic" traits that favor the fitness of the group over that of the individual. The extent of group selection that occurs depends mainly on the variation in the composition of genotypes between trait-groups. The traditional concepts of group and individual selection are seen as two extremes of a continuum, with systems in nature operating over the interval in between.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
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?
In the citing paper
“Wilson constructed his trait group model (TGM, structured deme model) [39,90] to demonstrate that group selection at the supraindividual level can lead to the coexistence of altruistic individuals with inferior fitness compared to more selfish, opportunistic ones.”
From Ecology and Evolution in the RNA World Dynamics and Stability of Prebiotic Replicator Systems (2017) · cites this paper as [39]
In the citing paper
“People are nicer to others if third parties were nicer to them.”
From Evolution of indirect reciprocity (2005) · cites this paper as [58]
In the citing paper
“In particular, the image score of potential recipients correlates well with their expectation to actually receive money 58 .”
From Evolution of indirect reciprocity (2005) · cites this paper as [58]
In the citing paper
“In experimental situations which are not based on rigid networks, the decisions of donors also tend to mirror their own recent experience 58,63 .”
From Evolution of indirect reciprocity (2005) · cites this paper as [58]
Citations
Cites
Group selection on the boundary of a stable population
Boorman, S. A., & Levitt, P. R. (1973) · Theoretical Population Biology · doi:10.1016/0040-5809(73)90007-5 · Cited by 242
Flagged first, then by citations
Cited by
Sorted by citations
Items 601–700 of 1,000
Strategy intervention in spatial voluntary public goods games
Yang, L., Xu, Z., Zhang, L., & Yang, D. (2018) · Europhysics Letters (EPL) · doi:10.1209/0295-5075/122/10003 · Cited by 9
WHEN HAWKS GIVE RISE TO DOVES: THE EVOLUTION AND TRANSITION OF ENFORCEMENT STRATEGIES
Eldakar, O. T., Gallup, A. C., & Driscoll, W. W. (2012) · Evolution · doi:10.1111/evo.12031 · Cited by 9
DENSITY-DEPENDENT COOPERATION AS A MECHANISM FOR PERSISTENCE AND COEXISTENCE
Lampert, A., & Tlusty, T. (2011) · Evolution · doi:10.1111/j.1558-5646.2011.01364.x · Cited by 9
A model for the evolution of communal foraging in hierarchically structured populations
Kelly, J. K. (1994) · Behavioral Ecology and Sociobiology · doi:10.1007/bf00167961 · Cited by 9
Public goods with high-powered punishment: high cooperation and low efficiency
Burnham, T. C. (2014) · Journal of Bioeconomics · doi:10.1007/s10818-014-9191-y · Cited by 10
An Evolutionary Model of the Environmental Conditions that Shape the Development of Prosociality
O'Brien, D. T. (2014) · Evolutionary Psychology · doi:10.1177/147470491401200207 · Cited by 11
Multi-level selection and the issue of environmental homogeneity
Jeler, C. (2017) · Biology & Philosophy · doi:10.1007/s10539-017-9578-y · Cited by 9
Tangled Nature: a model of emergent structure and temporal mode among co-evolving agents
Jensen, H. J. (2018) · European Journal of Physics · doi:10.1088/1361-6404/aaee8f · Cited by 9
Group selection and “genuine” altruism
Frank, R. H. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00036244 · Cited by 9
Evolution of cooperation driven by the diversity of emotions
Xie, N., Zhen, K.-X., Wang, C., Ye, Y., & Wang, L. (2014) · Connection Science · doi:10.1080/09540091.2014.956290 · Cited by 9
In silico ribozyme evolution in a metabolically coupled RNA population
Könnyű, B., Szilágyi, A., & Czárán, T. (2015) · Biology Direct · doi:10.1186/s13062-015-0049-6 · Cited by 11
Suzuki‐Ohno, Y., & Toquenaga, Y. (2004) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2004.08.006 · Cited by 9
Frisancho, A. R. (2010) · Cambridge University Press eBooks · doi:10.1017/cbo9780511781193.004 · Cited by 9
Dietz, A. (1986) · Elsevier eBooks · doi:10.1016/b978-0-12-588920-9.50006-6 · Cited by 9
Group selection and “the pious gene”
Barresi, J. (1996) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00043995 · Cited by 9
Group evolutionary strategies: Dimensions and mechanisms
MacDonald, K. B. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00036359 · Cited by 9
Additive polygenic formulation of Hamilton's model of kin selection
Aoki, K. (1982) · Heredity · doi:10.1038/hdy.1982.82 · Cited by 9
Natural selection in compartmentalized environment with reshuffling
Zadorin, A. S., & Rondelez, Y. (2019) · Journal of Mathematical Biology · doi:10.1007/s00285-019-01399-4 · Cited by 9
The dynamics of casual groups can keep free-riders at bay
Fontanari, J. F., & Mauro Santos, A. (2024) · Mathematical Biosciences · doi:10.1016/j.mbs.2024.109188 · Cited by 8
Evolutionary Game-Theoretic Approach to the Population Dynamics of Early Replicators
Mariano, M., & Fontanari, J. F. (2024) · Life · doi:10.3390/life14091064 · Cited by 8
The Current Status of the Philosophy of Biology
Takács, P., & Ruse, M. (2011) · Science & Education · doi:10.1007/s11191-011-9356-1 · Cited by 9
Jones, C. T., Meynell, L., Neto, C., Susko, E., & Bielawski, J. P. (2023) · BMC Ecology and Evolution · doi:10.1186/s12862-023-02112-2 · Cited by 8
Slingerland, E., Monroe, M. W., & Muthukrishna, M. (2023) · Religion Brain & Behavior · doi:10.1080/2153599x.2023.2200825 · Cited by 8
Group and individual effects in selection
Harris, M. (1984) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00026844 · Cited by 8
Me, you, and us: Distinguishing “egoism,” “altruism,” and “groupism”
Gilbert, M. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00036256 · Cited by 8
Jenks, S. M. (2011) · Behavior Genetics · doi:10.1007/s10519-011-9453-6 · Cited by 8
Dynamic Phenotypic Clustering in Noisy Ecosystems
Ernebjerg, M., & Kishony, R. (2011) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1002017 · Cited by 8
Biology and Social Theory: Parsons's Evolutionary Theme
Haines, V. A. (1987) · Sociology · doi:10.1177/0038038587021001003 · Cited by 8
Hull, D. L. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00036323 · Cited by 8
Need for structure as asset and liability in dynamic team decision-making.
Beersma, B., Greer, L. L., Dalenberg, S., & Dreu, C. K. W. D. (2016) · Group Dynamics Theory Research and Practice · doi:10.1037/gdn0000037 · Cited by 8
Lineage selection and the capacity to evolve
Aboitiz, F. (1991) · Medical Hypotheses · doi:10.1016/0306-9877(91)90260-6 · Cited by 8
AGENT-BASED MODELING OF MULTILEVEL SELECTION: THE EVOLUTION OF FEEDING RESTRAINT AS A CASE STUDY
Pepper, J. W., & Smuts, B. B. (2001) · Digital Commons - USU (Utah State University) · Cited by 8
POPREG I: A simulation of population regulation among the Maring of New Guinea
Samuels, M. L. (1982) · Human Ecology · doi:10.1007/bf01531103 · Cited by 8
Lloyd, E. A. (2000) · Biology & Philosophy · doi:10.1023/a:1006776922796 · Cited by 8
Recent Work in Individualism in the Social, Behavioral and Biological Sciences
Wilson, R. A. (2004) · Biology & Philosophy · doi:10.1023/b:biph.0000036164.90836.7e · Cited by 8
Intentional hedonic consumption motivates prosocial behavior
Cristian, D., Fennis, B. M., Mukhopadhyay, A., & Warlop, L. (2025) · International Journal of Research in Marketing · doi:10.1016/j.ijresmar.2025.07.002 · Cited by 7
Shen, Y., Zhang, Y., Kang, H., Sun, X., Chen, Q., & Zhang, X. (2026) · IEEE Transactions on Computational Social Systems · doi:10.1109/tcss.2025.3649080 · Cited by 7
What Are the ‘Levels’ in Levels of Selection?
Eronen, M. I., & Ramsey, G. (2022) · The British Journal for the Philosophy of Science · doi:10.1086/718990 · Cited by 7
Co-evolution of gene transfer agents and their alphaproteobacterial hosts
Kogay, R., & Zhaxybayeva, O. (2024) · Journal of Bacteriology · doi:10.1128/jb.00398-23 · Cited by 7
The origin of species through system differentiation
Räwel, J. (2019) · Kybernetes · doi:10.1108/k-03-2019-0141 · Cited by 7
Cryptic surface-associated multicellularity emerges through cell adhesion and its regulation
van Gestel, J., & Wagner, A. (2021) · PLoS Biology · doi:10.1371/journal.pbio.3001250 · Cited by 7
When stochasticity leads to cooperation
Braga, I., & Wardil, L. L. (2022) · Physical review. E · doi:10.1103/physreve.106.014112 · Cited by 7
Community-level evolutionary processes: Linking community genetics with replicator-interactor theory
Lean, C. H., Doolittle, W. F., & Bielawski, J. P. (2022) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2202538119 · Cited by 7
Wang, X., Tomajan, S. M., & Daane, K. M. (2014) · Journal of Insect Behavior · doi:10.1007/s10905-014-9474-0 · Cited by 7
Environmentally Driven Migration in a Social Network Game
Takano, M., Wada, K., & Fukuda, I. (2015) · Scientific Reports · doi:10.1038/srep12481 · Cited by 8
Recent trends in evolutionary ethics: greenbeards!
Heath, J., & Rioux, C. (2018) · Biology & Philosophy · doi:10.1007/s10539-018-9627-1 · Cited by 7
A Multilevel Cooperative Multi-Population Cultural Algorithm
Singh, D., Zadeh, P. M., & Kobti, Z. (2018) · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · doi:10.1109/inista.2018.8466330 · Cited by 7
Evolutionary dynamics of the prisoner's dilemma with expellers
Wang, X., Zhang, G., & Kong, W. (2019) · Journal of Physics Communications · doi:10.1088/2399-6528/aafe57 · Cited by 7
Takeuchi, N., Mitarai, N., & Kaneko, K. (2021) · Genetics · doi:10.1093/genetics/iyab182 · Cited by 7
Individuals and groups in evolution: Darwinian pluralism and the multilevel selection debate
Pievani, T. (2014) · Journal of Biosciences · doi:10.1007/s12038-013-9345-4 · Cited by 7
Skinner on selection – A case study of intellectual isolation
Barlow, G. W. (1984) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00026741 · Cited by 7
Corning, P. A. (2001) · Systems Research and Behavioral Science · doi:10.1002/sres.421 · Cited by 7
Taylor, C., & Nowak, M. A. (2009) · Springer series in game theory · doi:10.1007/978-3-540-85436-4_2 · Cited by 7
Cooperation and punishment in community-structured populations with migration
Kaiping, G. A., Cox, S., & Sluckin, T. J. (2016) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2015.12.016 · Cited by 7
The levels of selection debate: taking into account existing empirical evidence
Marín, C. (2016) · Acta Biológica Colombiana · doi:10.15446/abc.v21n3.54596 · Cited by 7
Understanding Surveillance Societies: Social Cognition and the Adoption of Surveillance Technologies
Schoenherr, J. R. (2020) · IEEE International Symposium on Technology and Society (ISTAS) · doi:10.1109/istas50296.2020.9462205 · Cited by 8
Natural selection and the origin and maintenance of standard genetic marker systems
Livingstone, F. B. (1980) · American Journal of Physical Anthropology · doi:10.1002/ajpa.1330230504 · Cited by 7
More on group selection and human behavior
Wilson, D. S., & Sober, E. R. (1996) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00044058 · Cited by 7
Self-citationWilson, R. A. (2004) · Cambridge University Press eBooks · doi:10.1017/cbo9780511807381.003 · Cited by 7
Cronk, L. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00036189 · Cited by 7
Ambivalently held group-optimizing predispositions
Campbell, D. T., & Gatewood, J. B. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00036165 · Cited by 7
Gerkey, A. P. (2010) · Rutgers University Community Repository (Rutgers University) · doi:10.7282/t3445m8n · Cited by 7
Black, A. J., Bourrat, P., & Rainey, P. B. (2019) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/656660 · Cited by 8
Bilancini, E., Boncinelli, L., Capraro, V., Celadin, T., & Paolo, R. D. (2019) · SSRN Electronic Journal · doi:10.2139/ssrn.3486398 · Cited by 7
Clarke, E. (2025) · doi:10.1093/9780191948008.001.0001 · Cited by 6
Reinero, F. R., Bocchi, F., Perisic, N., Crouch, J., Pacifico, A., Asshauer, L., Vicariotto, C., & Micarelli, P. (2025) · Behavioural Processes · doi:10.1016/j.beproc.2025.105216 · Cited by 6
The Behavioral Sciences and Sociobiology: A Darwinian Approach
Alcock, J. (2017) · Springer eBooks · doi:10.1007/978-3-319-69123-7_3 · Cited by 6
‘Selfish herders’ finish last in mobile animal groups
Sankey, D. W. E. (2022) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2022.1653 · Cited by 6
Towards a More General Theory of Evolution by Natural Selection: A Manifesto
Papale, F., & Doolittle, W. F. (2024) · Philosophy Theory and Practice in Biology · doi:10.3998/ptpbio.5563 · Cited by 7
Kinship can hinder cooperation in heterogeneous populations
Dong, Y., Gavrilets, S., Qin, C., & Zhang, B. (2024) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2024.01.019 · Cited by 6
Zhang, X., Zhang, Q., & Liu, J. (2025) · Physica A Statistical Mechanics and its Applications · doi:10.1016/j.physa.2025.130410 · Cited by 6
Exploring the Evolution of Altruistic Punishment with a PDE Model of Cultural Multilevel Selection
Cooney, D. B. (2025) · Bulletin of Mathematical Biology · doi:10.1007/s11538-025-01422-4 · Cited by 7
Cahan, S. H., & Gardner‐Morse, E. (2013) · Journal of Zoology · doi:10.1111/jzo.12071 · Cited by 6
Gerkey, D., & Cronk, L. (2014) · Behavioral and Brain Sciences · doi:10.1017/s0140525x13002872 · Cited by 6
Group selection: The quest for social preferences
Salomonsson, M. (2010) · Journal of Theoretical Biology · doi:10.1016/j.jtbi.2010.02.035 · Cited by 6
Why reciprocal altruism is not a kind of group selection
Ramsey, G., & Brandon, R. N. (2011) · Biology & Philosophy · doi:10.1007/s10539-011-9261-7 · Cited by 6
Synchronization-induced persistence versus selection for habitats in spatially coupled ecosystems
Lampert, A., & Hastings, A. (2013) · Journal of The Royal Society Interface · doi:10.1098/rsif.2013.0559 · Cited by 6
Conformity and network effects in the Prisoner's Dilemma
Peña, J., Pestelacci, E., Tomassini, M., & Volken, H. (2009) · IEEE Congress on Evolutionary Computation (CEC) · doi:10.1109/cec.2009.4982988 · Cited by 7
Jacobs, C. E., & Ausband, D. E. (2019) · Animal Behaviour · doi:10.1016/j.anbehav.2019.05.028 · Cited by 6
Diffusion sustains cooperation via forming diverse spatial patterns in prisoner's dilemma game
Yan-ping, L., Wang, L., Zhang, F., & Wang, R. (2020) · Applied Mathematics and Computation · doi:10.1016/j.amc.2020.125077 · Cited by 6
Evolution of Holobiont-Like Systems: From Individual to Composed Ecological and Global Units
Matyssek, R., Lüttge, U. E., & zu Castell, W. (2022) · Progress in botany · doi:10.1007/124_2022_57 · Cited by 6
The Evolving Evolutionary Synthesis
Futuyma, D. J. (2023) · Evolutionary Biology/Evolutionary biology · doi:10.1007/978-3-031-22028-9_32 · Cited by 6
Spontaneous nongenetic variation of group size creates cheater-free groups of social microbes
Amherd, M., Velicer, G. J., & Rendueles, O. (2017) · Behavioral Ecology · doi:10.1093/beheco/arx184 · Cited by 6
Distributed Adaptations: Can a Species Be Adapted While No Single Individual Carries the Adaptation?
Lamm, E., & Kolodny, O. (2022) · Frontiers in Ecology and Evolution · doi:10.3389/fevo.2022.791104 · Cited by 6
Costa, J. T. (1998) · Springer eBooks · doi:10.1007/978-1-4757-0902-5_10 · Cited by 6
Selection by consequences: A universal causal mode?
Timberlake, W. D. (1984) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00026959 · Cited by 6
Dopazo, H. (2000) · Springer eBooks · doi:10.1007/978-94-011-4313-4_9 · Cited by 6
Mutual Aid and Animal Dispersion: An Historical Analysis of Alternatives to Darwin
Borrello, M. E. (2004) · Perspectives in biology and medicine · doi:10.1353/pbm.2004.0003 · Cited by 6
Gowdy, J. M. (2003) · Wiley eBooks · doi:10.1002/9783527619702.ch7 · Cited by 6
Coming, P. A. (2003) · Wiley eBooks · doi:10.1002/9783527619702.ch6 · Cited by 6
Controllability of Complex Networks with Nonlinear DynamicsPreprint
Wang, W.-X., Lai, Y., Ren, J., Li, B., & Grebogi, C. (2011) · arXiv (Cornell University) · doi:10.48550/arxiv.1107.2177 · Cited by 7
Okasha’s evolution and the levels of selection: toward a broader conception of theoretical biology
Pigliucci, M. (2010) · Biology & Philosophy · doi:10.1007/s10539-010-9197-3 · Cited by 6
Falk, T., Zhang, W., Meinzen-Dick, R. S., & Bartels, L. E. (2021) · doi:10.2499/p15738coll2.134238 · Cited by 6
Blanchetot, A. (1993) · Birkhäuser Basel eBooks · doi:10.1007/978-3-0348-8583-6_32 · Cited by 6
Towards the integration of collective behaviour and social evolution
Sankey, D. W. E. (2025) · Animal Behaviour · doi:10.1016/j.anbehav.2025.123161 · Cited by 5
Dispersal reduces interspecific competitiveness by spreading locally harmful traits
Freedberg, S., Urban, C., & Cunniff, B. M. (2021) · Journal of Evolutionary Biology · doi:10.1111/jeb.13912 · Cited by 5
Suicidal altruism under random assortment
Pollock, G. B., & Cabrales, A. (2008) · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) · Cited by 5
Nonacs, P. (2019) · Ecology and Evolution · doi:10.1002/ece3.5502 · Cited by 5
Micarelli, P., Reinero, F. R., D’Agnese, R., Pacifico, A., Giglio, G., & Sperone, E. (2023) · Diversity · doi:10.3390/d15030433 · Cited by 5
Discreet investors exert greater influence on cooperation in the public goods game
Kang, H., 金, Z.-Y. 展. J., 李, M.-Y. 明. L., 旺, M. 咩. W., 孙, X.-P. 兴. S., 沈, Y. 勇. S., & 陈, Q.-Y. 清. C. (2023) · Chinese Physics B · doi:10.1088/1674-1056/ad0113 · Cited by 5
Metadata
- Authors
- Wilson, D. S.
- Corresponding author
- Wilson, D S
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 1975-01
- Volume
- 72
- Issue
- 1
- Pages
- 143-146
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC432258
- OpenAlex
- W2087169316
- Cited by
- 1,259
- References
- 1
- Citations by year
- 2026: 22 · 2025: 41 · 2024: 75 · 2023: 31 · 2022: 70 · 2021: 40 · 2020: 59 · 2019: 40 · 2018: 65 · 2017: 32 · 2016: 49 · 2015: 38 · 2014: 43 · 2013: 34 · 2012: 30
- FWCI
- 74.93
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Sociology and Political Science › Evolutionary Game Theory and Cooperation
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Life Sciences › Agricultural and Biological Sciences › Ecology, Evolution, Behavior and Systematics › Animal Behavior and Reproduction
- Keywords
- group selection, altruism, dispersal, demes, individual selection, kin selection, evolutionary theory, predation and competition
- MeSH terms
- Animals, Behavior, Animal, Ecology, Biological Evolution, Gene Frequency, Genetics, Population, Genotype, Mathematics, Models, Biological, Selection, Genetic, Genetic Variation
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