Partial connectivity increases cultural accumulation within groups
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Significance: The remarkable ecological success of the human species has been attributed to our capacity to overcome environmental challenges through the development of complex technologies. Complex technologies are typically beyond the inventive capacities of individuals and result from a population process by which innovations are gradually added to existing cultural traits across many generations. Recent work suggests that a population’s ability to develop technologies is positively affected by its size and connectedness. Here, we present an experiment demonstrating that partially connected groups produce more diverse and complex cultural traits than fully connected groups. This result suggests that changes in patterns of interaction between human groups may have created propitious conditions for the emergence of complex cultural repertoires in our evolutionary past.
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Spatial heterogeneity enforces isolation and therefore diversity within a population, while adaptability ensures that environmental barriers can be crossed and solutions spread, causing an intensification of NC.
“spatial heterogeneity enforces isolation and, therefore, diversity within a population, while adaptability ensures that environmental barriers can be crossed and solutions spread, causing an intensification of NC (Cantor and Whitehead, 2013;Derex and Boyd, 2016;Nisioti et al., 2022).”
From Dynamics of niche construction in adaptable populations evolving in diverse environments (2023) · cites this paper as Derex and Boyd, 2016
The Discussion (page not provided) reports that initial isolation helped subgroups develop diverse solutions and that later contact allowed them to combine those solutions into more complex ones. The paper studies social connectivity, however; these passages do not establish that spatial heterogeneity creates environmental barriers, that adaptability crosses them, or that the process intensifies NC. (LLM, conf=0.86)
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Cites
Technological paradigms and technological trajectories
Dosi, G. (1982) · Research Policy · doi:10.1016/0048-7333(82)90016-6 · Cited by 6,685 · see citing works
Recombinant Uncertainty in Technological Search
Fleming, L. (2001) · Management Science · doi:10.1287/mnsc.47.1.117.10671 · Cited by 2,893 · see citing works
Not By Genes Alone: How Culture Transformed Human Evolution
Richerson, P. J., & Boyd, R. (2004) · doi:10.7208/chicago/9780226712130.001.0001 · Cited by 2,793 · see citing works
Self-citationThe Nature of Technology: What it Is and How it Evolves
Arthur, W. B. (2009) · Cited by 2,043 · see citing works
The cultural niche: Why social learning is essential for human adaptation
Boyd, R., Richerson, P. J., & Henrich, J. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1100290108 · Cited by 1,303 · see citing works
Self-citationThe Evolution of Conformist Transmission and the Emergence of Between-Group Differences
Henrich, J., & Boyd, R. T. (1998) · Evolution and Human Behavior · doi:10.1016/s1090-5138(98)00018-x · Cited by 1,251 · see citing works
Self-citationBasalla, G. (1989) · Cambridge University Press eBooks · doi:10.1017/cbo9781107049864 · Cited by 1,116 · see citing works
Henrich, J. (2004) · American Antiquity · doi:10.2307/4128416 · Cited by 1,066 · see citing works
Late Pleistocene Demography and the Appearance of Modern Human Behavior
Powell, A., Shennan, S. J., & Thomas, M. (2009) · Science · doi:10.1126/science.1170165 · Cited by 1,011 · see citing works
Co-Residence Patterns in Hunter-Gatherer Societies Show Unique Human Social Structure
Hill, K. R., Walker, R. S., Božičević, M., Eder, J., Headland, T., Hewlett, B., Hurtado, A. M., Marlowe, F., Wiessner, P., & Wood, B. (2011) · Science · doi:10.1126/science.1199071 · Cited by 863 · see citing works
The Network Structure of Exploration and Exploitation
Lazer, D., & Friedman, A. (2007) · Administrative Science Quarterly · doi:10.2189/asqu.52.4.667 · Cited by 696 · see citing works
The Upper Paleolithic Revolution
Bar‐Yosef, O. (2002) · Annual Review of Anthropology · doi:10.1146/annurev.anthro.31.040402.085416 · Cited by 624 · see citing works
Shennan, S. J. (2001) · Cambridge Archaeological Journal · doi:10.1017/s0959774301000014 · Cited by 590 · see citing works
Fang, C., Lee, J., & Schilling, M. A. (2009) · Organization Science · doi:10.1287/orsc.1090.0468 · Cited by 588 · see citing works
Boyd, R. S., & Richerson, P. J. (2004) · Cited by 456 · see citing works
Self-citationPath dependence: a foundational concept for historical social science
David, P. A. (2007) · Cliometrica · doi:10.1007/s11698-006-0005-x · Cited by 449 · see citing works
Aurignacian ethno-linguistic geography of Europe revealed by personal ornaments
Vanhaeren, M., & d’Errico, F. (2006) · Journal of Archaeological Science · doi:10.1016/j.jas.2005.11.017 · Cited by 417 · see citing works
Collaborative learning in networks
Mason, W., & Watts, D. J. (2012) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1110069108 · Cited by 356 · see citing works
Population size predicts technological complexity in Oceania
Kline, M. A., & Boyd, R. T. (2010) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2010.0452 · Cited by 327 · see citing works
Self-citationExperimental evidence for the influence of group size on cultural complexity
Derex, M., Beugin, M., Godelle, B., & Michel Raymond, A. (2013) · Nature · doi:10.1038/nature12774 · Cited by 304 · see citing works
Self-citationHenrich, J., & Broesch, J. (2011) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2010.0323 · Cited by 300 · see citing works
The spontaneous emergence of conventions: An experimental study of cultural evolution
Centola, D., & Baronchelli, A. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418838112 · Cited by 282 · see citing works
Hunter-Gatherer Inter-Band Interaction Rates: Implications for Cumulative Culture
Hill, K. R., Wood, B. M., Baggio, J., Hurtado, A. M., & Boyd, R. T. (2014) · PLoS ONE · doi:10.1371/journal.pone.0102806 · Cited by 269 · see citing works
Self-citationInvention as a combinatorial process: evidence from US patents
Youn, H., Strumsky, D., Bettencourt, L. M. A., & Lobo, J. (2015) · Journal of The Royal Society Interface · doi:10.1098/rsif.2015.0272 · Cited by 244 · see citing works
Coalescence and fragmentation in the late Pleistocene archaeology of southernmost Africa
Mackay, A., Stewart, B. A., & Chase, B. (2014) · Journal of Human Evolution · doi:10.1016/j.jhevol.2014.03.003 · Cited by 237 · see citing works
The Place of Path Dependence in an Evolutionary Perspective on the Economic Landscape
Martin, R., & Sunley, P. (2010) · Edward Elgar Publishing eBooks · doi:10.4337/9781849806497.00010 · Cited by 195 · see citing works
Sociality influences cultural complexity
Muthukrishna, M., Shulman, B. W., Vasilescu, V. G., & Henrich, J. (2013) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2013.2511 · Cited by 178 · see citing works
The Handbook of Evolutionary Economic Geography
Henning, M. (2011) · European Planning Studies · doi:10.1080/09654313.2011.548475 · Cited by 178 · see citing works
Propagation of innovations in networked groups.
Mason, W., Jones, A., & Goldstone, R. L. (2008) · Journal of Experimental Psychology General · doi:10.1037/a0012798 · Cited by 169 · see citing works
Wagner, A., & Rosen, W. (2014) · Journal of The Royal Society Interface · doi:10.1098/rsif.2013.1190 · Cited by 134 · see citing works
An experimental demonstration of the effect of group size on cultural accumulation
Kempe, M., & Mesoudi, A. (2014) · Evolution and Human Behavior · doi:10.1016/j.evolhumbehav.2014.02.009 · Cited by 114 · see citing works
Population Size as an Explanation for Patterns in the Paleolithic Archaeological Record
Collard, M., Buchanan, B., & O’Brien, M. J. (2013) · Current Anthropology · doi:10.1086/673881 · Cited by 96 · see citing works
The foundations of the human cultural niche
Derex, M., & Boyd, R. T. (2015) · Nature Communications · doi:10.1038/ncomms9398 · Cited by 94 · see citing works
Self-citationMark Collard, A., Buchanan, B., O’Brien, M. J., & Scholnick, J. B. (2013) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2012.0412 · Cited by 87 · see citing works
Buchanan, B., O’Brien, M. J., & Mark Collard, A. (2015) · Archaeological and Anthropological Sciences · doi:10.1007/s12520-015-0245-4 · Cited by 49 · see citing works
Read, D. (2012) · eScholarship (California Digital Library) · Cited by 27 · see citing works
Kovacevic, M., Shennan, S. J., Vanhaeren, M., d’Errico, F., & Thomas, M. (2015) · Springer eBooks · doi:10.1007/978-4-431-55363-2_8 · Cited by 26 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Muthukrishna M, Shulman BW, Vasilescu V, Henrich J (2013) Sociality influences cul- tural complexity. Proc Biol Sci 281(1774):20132511.
- Wright S (1932) The roles of mutation, inbreeding, crossbreeding and selection in evolution. Proceedings of the Sixth International Congress of Genetics 1:356-366.
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The science of science: From the perspective of complex systems
Zeng, A., Shen, Z., Zhou, J., Wu, J., Fan, Y., Wang, Y., & Stanley, E. (2017) · Physics Reports · doi:10.1016/j.physrep.2017.10.001 · Cited by 406 · see citing works
What is cumulative cultural evolution?
Mesoudi, A., & Thornton, A. (2018) · Proceedings of the Royal Society B: Biological Sciences · doi:10.1098/rspb.2018.0712 · Cited by 365 · see citing works
Cumulative culture can emerge from collective intelligence in animal groups
Sasaki, T., & Biro, D. (2017) · Nature Communications · doi:10.1038/ncomms15049 · Cited by 267 · see citing works
The origin of early Acheulean expansion in Europe 700 ka ago: new findings at Notarchirico (Italy)
Moncel, M., Santagata, C., Pereira, A., Nomade, S., Voinchet, P., Bahain, J., Daujeard, C., Curci, A., Lemorini, C., Hardy, B., et al. (2020) · Scientific Reports · doi:10.1038/s41598-020-68617-8 · Cited by 252 · see citing works
Culture and cultural evolution in birds: a review of the evidence
Aplin, L. M. (2018) · Animal Behaviour · doi:10.1016/j.anbehav.2018.05.001 · Cited by 224 · see citing works
Mattison, S., Smith, E., Shenk, M., & Cochrane, E. (2016) · Evolutionary Anthropology (print) · doi:10.1002/evan.21491 · Cited by 115 · see citing works
Scientific Utopia III: Crowdsourcing Science
Uhlmann, E. L., Ebersole, C. R., Chartier, C. R., Errington, T. M., Kidwell, M. C., Lai, C. K., McCarthy, R. J., Riegelman, A., Silberzahn, R., & Nosek, B. A. (2019) · Perspectives on Psychological Science · doi:10.1177/1745691619850561 · Cited by 182 · see citing works
Cumulative Cultural Evolution within Evolving Population Structures
Derex, M., & Mesoudi, A. (2020) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2020.04.005 · Cited by 165 · see citing works
Self-citationCausal understanding is not necessary for the improvement of culturally evolving technology
Derex, M., Bonnefon, J., Boyd, R. T., & Mesoudi, A. (2019) · Nature Human Behaviour · doi:10.1038/s41562-019-0567-9 · Cited by 154 · see citing works
Self-citationCharacterization of hunter-gatherer networks and implications for cumulative culture
Migliano, A. B., Page, A. E., Gómez‐Gardeñes, J., Salalι, G. D., Viguier, S., Dyble, M., Thompson, J., Chaudhary, N., Smith, D., Strods, J., et al. (2017) · Nature Human Behaviour · doi:10.1038/s41562-016-0043 · Cited by 149 · see citing works
Social learning strategies modify the effect of network structure on group performance
Barkoczi, D., & Galesic, M. (2016) · Nature Communications · doi:10.1038/ncomms13109 · Cited by 131 · see citing works
Brinkmann, L., Baumann, F., Bonnefon, J.-F., Derex, M., Müller, T. F., Nussberger, A.-M., Czaplicka, A., Acerbi, A., Griffiths, T. L., Henrich, J., et al. (2023) · Nature Human Behaviour · doi:10.1038/s41562-023-01742-2 · Cited by 132 · see citing works
Self-citationDivide and conquer: intermediate levels of population fragmentation maximize cultural accumulation
Derex, M., Perreault, C., & Boyd, R. T. (2018) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2017.0062 · Cited by 123 · see citing works
Self-citationHunter-gatherer multilevel sociality accelerates cumulative cultural evolution
Migliano, A. B., Battiston, F., Viguier, S., Page, A. E., Dyble, M., Schlaepfer, R., Major‐Smith, D., Astete, L. H., Ngales, M. L., Gómez‐Gardeñes, J., et al. (2020) · Science Advances · doi:10.1126/sciadv.aax5913 · Cited by 124 · see citing works
Early Levallois core technology between Marine Isotope Stage 12 and 9 in Western Europe.
Moncel, M., Ashton, N. M., Arzarello, M., Fontana, F., Lamotte, A., Scott, B., Muttillo, B., Berruti, G., Nenzioni, G., Tuffreau, A., et al. (2020) · Journal of Human Evolution · doi:10.1016/j.jhevol.2019.102735 · Cited by 94 · see citing works
Beyond collective intelligence: Collective adaptation
Galešić, M., Barkoczi, D., Berdahl, A. M., Biro, D., Carbone, G., Giannoccaro, I., Goldstone, R. L., González, C., Kandler, A., Kao, A. B., et al. (2023) · Journal of The Royal Society Interface · doi:10.1098/rsif.2022.0736 · Cited by 111 · see citing works
Higher-order interactions shape collective human behaviour
Battiston, F., Capraro, V., Karimi, F., Lehmann, S., Migliano, A. B., Sadekar, O., Sánchez, Á., & Perc, M. (2025) · Nature Human Behaviour · doi:10.1038/s41562-025-02373-5 · Cited by 99 · see citing works
Knowledge-Sharing Networks in Hunter-Gatherers and the Evolution of Cumulative Culture
Salalι, G. D., Chaudhary, N., Thompson, J., Grace, O. M., van der Burgt, X. M., Dyble, M., Page, A. E., Major‐Smith, D., Lewis, J., Mace, R. H., et al. (2016) · Current Biology · doi:10.1016/j.cub.2016.07.015 · Cited by 94 · see citing works
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Cultural change in animals: a flexible behavioural adaptation to human disturbance
Gruber, T., Luncz, L. V., Mörchen, J., Schuppli, C., Kendal, R. L., & Hockings, K. J. (2019) · Humanities and Social Sciences Communications · doi:10.1057/s41599-019-0271-4 · Cited by 90 · see citing works
Cumulative culture in the laboratory: methodological and theoretical challenges
Miton, H., & Charbonneau, M. (2018) · Proceedings of the Royal Society B Biological Sciences · doi:10.1098/rspb.2018.0677 · Cited by 88 · see citing works
Human Teaching and Cumulative Cultural Evolution
Caldwell, C. A., Renner, E., & Atkinson, M. (2017) · Review of Philosophy and Psychology · doi:10.1007/s13164-017-0346-3 · Cited by 86 · see citing works
Creanza, N., Kolodny, O., & Feldman, M. W. (2017) · Journal of The Royal Society Interface · doi:10.1098/rsif.2017.0171 · Cited by 78 · see citing works
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Burke, A. M., Kageyama, M., Latombe, G., Fasel, M., Vrac, M., Ramstein, G., & James, P. M. A. (2017) · Quaternary Science Reviews · doi:10.1016/j.quascirev.2017.04.001 · Cited by 80 · see citing works
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Greenbaum, G., Friesem, D. E., Hovers, E., Feldman, M. W., & Kolodny, O. (2018) · Quaternary Science Reviews · doi:10.1016/j.quascirev.2018.12.011 · Cited by 74 · see citing works
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Self-citationChristianity spread faster in small, politically structured societies
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Cultural selection shapes network structure
Smolla, M., & Akçay, E. (2019) · Science Advances · doi:10.1126/sciadv.aaw0609 · Cited by 60 · see citing works
Increasing population size can inhibit cumulative cultural evolution
Fay, N., Kleine, N. D., Walker, B., & Caldwell, C. A. (2019) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1811413116 · Cited by 58 · see citing works
Market integration reduces kin density in women’s ego-networks in rural Poland
Colleran, H. (2020) · Nature Communications · doi:10.1038/s41467-019-14158-2 · Cited by 58 · see citing works
Social network architecture and the tempo of cumulative cultural evolution
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Altman, A., & Mesoudi, A. (2019) · Human Ecology · doi:10.1007/s10745-019-00090-y · Cited by 55 · see citing works
The emergence of collective knowledge and cumulative culture in animals, humans and machines
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Societal background influences social learning in cooperative decision making
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Grossmann, M. (2021) · doi:10.1093/oso/9780197518977.001.0001 · Cited by 45 · see citing works
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Henrich, J., & Muthukrishna, M. (2023) · Topics in Cognitive Science · doi:10.1111/tops.12656 · Cited by 32 · see citing works
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Romano, V., Lozano, S., & Fernández-Lopez-de-Pablo, J. (2020) · Biological Reviews of The Cambridge Philosophical Society · doi:10.1111/brv.12599 · Cited by 24 · see citing works
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Palazzi, M. J., Cabot, J., Izquierdo, J. L., Solé‐Ribalta, A., & Borge‐Holthoefer, J. (2019) · Scientific Reports · doi:10.1038/s41598-019-50463-y · Cited by 3 · see citing works
Appendix to Understanding Cumulative Cultural Evolution: A Reply to Vaesen, Collard, Et Al.Preprint
Henrich, J., Boyd, R. T., Derex, M., Kline, M. A., Mesoudi, A., Muthukrishna, M., Powell, A., Shennan, S. J., & Thomas, M. (2016) · SSRN Electronic Journal · doi:10.2139/ssrn.2798257 · Cited by 21 · see citing works
Self-citationHarrison, R. A., van Leeuwen, E. J. C., & Whiten, A. (2021) · iScience · doi:10.1016/j.isci.2021.102033 · Cited by 20 · see citing works
Analogies for modeling belief dynamics.
Olsson, H., & Galesic, M. (2024) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2024.07.001 · Cited by 24 · see citing works
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Buller, A. M., & Hovers, E. (2019) · Journal of Human Evolution · doi:10.1016/j.jhevol.2018.11.002 · Cited by 19 · see citing works
Novel chrono-cultural constraints for the Middle Paleolithic site of Rosh Ein Mor (D15), Israel
Goder‐Goldberger, M., & Bar-Matthews, M. (2019) · Journal of Archaeological Science Reports · doi:10.1016/j.jasrep.2018.12.021 · Cited by 20 · see citing works
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Strassberg, S. S., & Creanza, N. (2020) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2019.0713 · Cited by 18 · see citing works
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Bonnefon, J. (2017) · Palgrave Macmillan UK eBooks · doi:10.1057/978-1-137-60049-3_3 · Cited by 18 · see citing works
Moncel, M., Antoine, P., Hérisson, D., Locht, J., Hurel, A., & Bahain, J. (2022) · Frontiers in Earth Science · doi:10.3389/feart.2022.882110 · Cited by 18 · see citing works
Wertz, A. E., & Moya, C. (2018) · Behavioural Processes · doi:10.1016/j.beproc.2018.05.013 · Cited by 18 · see citing works
Romano, V., Lozano, S., & Fernández-Lopez-de-Pablo, J. (2021) · Philosophical Transactions of the Royal Society of London. Biological Sciences · doi:10.1098/rstb.2020.0318 · Cited by 17 · see citing works
Kin Ties and Market Integration in a Yucatec Mayan Village
Hackman, J., & Kramer, K. L. (2021) · Social Sciences · doi:10.3390/socsci10060216 · Cited by 17 · see citing works
Experimental Studies of Cultural Evolution
Mesoudi, A. (2023) · Oxford University Press eBooks · doi:10.1093/oxfordhb/9780198869252.013.6 · Cited by 15 · see citing works
Segovia‐Martín, J., Walker, B., Fay, N., & Tamariz, M. (2020) · Cognitive Science · doi:10.1111/cogs.12852 · Cited by 16 · see citing works
The archaeology of climate change: a blueprint for integrating environmental and cultural systems
Burke, A. M., Grove, M. L., Maier, A., Wren, C. D., Drapeau, M. S. M., Poisot, T., Moine, O., Boisard, S., & Bruxelles, L. (2025) · Nature Communications · doi:10.1038/s41467-025-60450-9 · Cited by 15 · see citing works
How should we promote transient diversity in science?
Wu, J., & O’Connor, C. (2023) · Synthese · doi:10.1007/s11229-023-04037-1 · Cited by 19 · see citing works
Partial copying and the role of diversity in social learning performance
Campbell, C. M., Izquierdo, E. J., & Goldstone, R. L. (2022) · Collective Intelligence · doi:10.1177/26339137221081849 · Cited by 15 · see citing works
Kobayashi, Y., Ohtsuki, H., & Wakano, J. (2016) · Theoretical Population Biology · doi:10.1016/j.tpb.2016.07.001 · Cited by 14 · see citing works
Colagè, I., & d’Errico, F. (2025) · PLoS ONE · doi:10.1371/journal.pone.0325059 · Cited by 14 · see citing works
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Hudson, E. J., & Creanza, N. (2022) · Evolution; international journal of organic evolution · doi:10.1111/evo.14489 · Cited by 13 · see citing works
Half a century of quantitative cultural evolution
Fogarty, L., Kandler, A., Creanza, N., & Feldman, M. W. (2024) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.2418106121 · Cited by 13 · see citing works
- Authors
- Derex, M., & Boyd, R.
- Affiliations
- Arizona State University (US)
- Corresponding author
- Derex, Maxime
- Venue
- Proceedings of the National Academy of Sciences
- Publisher
- National Academy of Sciences
- Published
- 2016-02-29
- Volume
- 113
- Issue
- 11
- Pages
- 2982-2987
- ISSN
- 0027-8424 (ISSN-L)
- 1091-6490
- PMC
- PMC4801235
- OpenAlex
- W2288242710
- Cited by
- 289
- References
- 37
- Citations by year
- 2026: 23 · 2025: 21 · 2024: 32 · 2023: 37 · 2022: 34 · 2021: 43 · 2020: 24 · 2019: 30 · 2018: 23 · 2017: 14 · 2016: 8
- FWCI
- 257.15
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Proceedings of the National Academy of Sciences (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- John Templeton Foundation (48952)
- Topics
- Social Sciences › Cultural Studies › Language and cultural evolution
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Evolution and Genetic Dynamics
- Social Sciences › Sociology and Political Science › Evolutionary Game Theory and Cooperation
- Keywords
- cultural accumulation, cultural complexity, population fragmentation, cultural diversity, diffusion of innovations, fitness landscape, computer simulation, cultural evolution, group size
- MeSH terms
- Adolescent, Adult, Communication, Creativity, Cultural Evolution, Culture, Diffusion of Innovation, Female, Games, Experimental, Group Processes, Humans, Individuality, Interpersonal Relations, Male, Models, Theoretical, Population Density, Problem Solving, Random Allocation, Social Support, Technology Transfer, Video Games, Therapies, Investigational, Population Groups, Young Adult, Inventions
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 ›
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