Abstract
What are the driving forces of cultural macroevolution, the evolution of cultural traits that characterize societies or populations? This question has engaged anthropologists for more than a century, with little consensus regarding the answer. We develop and fit autologistic models, built upon both spatial and linguistic neighbor graphs, for 44 cultural traits of 172 societies in the Western North American Indian (WNAI) database. For each trait, we compare models including or excluding one or both neighbor graphs, and for the majority of traits we find strong evidence in favor of a model which uses both spatial and linguistic neighbors to predict a trait’s distribution. Our results run counter to the assertion that cultural trait distributions can be explained largely by the transmission of traits from parent to daughter populations and are thus best analyzed with phylogenies. In contrast, we show that vertical and horizontal transmission pathways can be incorporated in a single model, that both transmission modes may indeed operate on the same trait, and that for most traits in the WNAI database, accounting for only one mode of transmission would result in a loss of information.
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Notes
For an annotated copy of our code, contact mary.towner@okstate.edu or mngrote@ucdavis.edu.
References
Barndorff-Nielsen, O. (1978). Information and exponential families in statistical theory. New York: Wiley.
Beheim, B. A., & Bell, A. V. (2011). Inheritance, ecology and the evolution of the canoes of East Oceania. Proceedings of the Royal Society B, 278(1721), 3089–3095.
Besag, J. (1974). Spatial interaction and the statistical analysis of lattice systems. Journal of the Royal Statistical Society. Series B (Methodological), 36, 192–236.
Besag, J. (1975). Statistical analysis of non-lattice data. The Statistician, 24, 179–195.
Besag, J. (1986). On the statistical analysis of dirty pictures. Journal of the Royal Statistical Society, Series B, Methodological, 48, 259–279.
Boas, F. (1896). The limitations of the comparative method in anthropology. Science, 6, 901–908.
Borgerhoff Mulder, M., Nunn, C. L., & Towner, M. C. (2006). Macroevolutionary studies of cultural trait transmission. Evolutionary Anthropology, 15, 52–64.
Boyd, R., & Richerson, P. J. (2010). Transmission coupling mechanisms: cultural group selection. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3787–3795.
Boyd, R., Borgerhoff Mulder, M., Durham, W. H., & Richerson, P. J. (1997). Are cultural phylogenies possible? In P. Weingart, S. D. Mitchell, P. J. Richerson, & S. Maasen (Eds.), Human by nature: Between biology and the social sciences (pp. 355–386). Mahwah, NJ: Erlbaum.
Bryant, D., & Moulton, V. (2002). NeighborNet: An agglomerative method for the construction of planar phylogenetic networks. In R. Guigo & D. Gusfield (Eds.), Workshop on algorithms in bioinformatics (pp. 375–391). Berlin: Springer.
Bryant, D., Filimon, F., & Gray, R. D. (2005). Untangling our past: Languages, trees, splits and networks. In R. Mace, C. J. Holden, & S. Shennan (Eds.), The evolution of cultural diversity (pp. 67–84). London: UCL Press.
Buckley, L. B., Davies, T. J., Ackerly, D. D., Kraft, J. B., Harrison, S. P., Anacker, B. L., et al. (2010). Phylogeny, niche conservatism and the latitudinal diversity gradient in mammals. Proceedings of the Royal Society, B., 277, 2131–2138.
Burnham, K. P., & Anderson, D. R. (2002). Model selection and multimodel inference: A practical information-theoretic approach. New York: Springer.
Burton, M. L., Moore, C. C., Whiting, J. W. M., & Romney, A. K. (1996). Regions based on social structure. Current Anthropology, 37, 87–123.
Campbell, L. (1997). American Indian languages: The historical linguistics of native America. Oxford: Oxford University Press.
Cochrane, E. E., & Lipo, C. P. (2010). Phylogenetic analyses of Lapita decoration do not support branching evolution or regional population structure during colonization of Remote Oceania. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3889–3902.
Collard, M., & Shennan, S. J. (2000). Ethnogenesis versus phylogenesis in prehistoric culture change: A case study using European neolithic pottery and biological phylogenetic techniques. In C. Renfrew & K. Boyle (Eds.), Archaeogenetics: DNA and the population prehistory of Europe (pp. 89–97). Cambridge: McDonald Institute for Archaeological Research.
Collard, M., Shennan, S. J., & Tehrani, J. J. (2006). Branching versus blending in macroscale cultural evolution: A comparative study. In C. P. Lipo, M. J. O’Brien, M. Collard, & S. J. Shennan (Eds.), Mapping our ancestors: Phylogenetic approaches in anthropology and prehistory. New York: Aldine Transaction.
Dagan, T., & Martin, W. (2007). Ancestral genome sizes specify the minimum rate of lateral gene transfer during prokaryote evolution. Proceedings of the National Academy of Sciences, 104, 870–875.
Dormann, C. F. (2007). Assessing the validity of autologistic regression. Ecological Modeling, 207, 234–242.
Dow, M. M. (1984). A biparametric approach to network autocorrelation. Sociological Methods and Research, 13, 201–217.
Dow, M. M. (2007). Galton’s problem as multiple network autocorrelation effects. Cross-Cultural Research, 41, 336–363.
Dow, M. M., & Eff, E. A. (2008). Global, regional, and local network autocorrelation in the standard cross-cultural sample. Cross-Cultural Research, 42, 148–171.
Dunnell, R. (1978). Style and function: a fundamental dichotomy. American Antiquity, 43, 192–202.
Durham, W. H. (1990). Advances in evolutionary culture theory. Annual Review of Anthropology, 19, 187–210.
Durham, W. H. (1992). Applications of evolutionary culture theory. Annual Review of Anthropology, 21, 331–355.
Eerkens, J., McElreath, R., & Bettinger, R. L. (2006). Cultural transmission, the phylogenetic method, and the archaeological record. In C. P. Lipo, M. J. O’Brien, S. Shennan, & M. Collard (Eds.), Mapping human history: Phylogenetic approaches in anthropology and prehistory (pp. 169–183). New York: Aldine Transaction.
Fortunato, L., & Jordan, F. (2010). Your place or mine? A phylogenetic comparative analysis of marital residence in Indo-European and Austronesian societies. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3913–3922.
Franz, M., & Nunn, C. L. (2009). Network-based diffusion analysis: A new method for detecting social learning. Proceedings of the Royal Society B, 276, 1829–1836.
Freckleton, R. P., & Jetz, W. (2009). Space versus phylogeny: disentangling phylogenetic and spatial signals in comparative data. Proceedings of the Royal Society (London) B, 276, 21–30.
Geman, S., & Geman, D. (1984). Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images. IEEE Trans Pattern Analysis and Machine Intelligence, 6, 721–741.
Gentry, J., Long, L., Gentleman, R., Falcon, S., Hahne, F., Sarkar, D., et al. (2010). Rgraphviz: Provides plotting capabilities for R graph objects. R package version 1.26.0.
Geyer, C. J. (1991). “Markov chain Monte Carlo maximum likelihood,” in Computer Science and Statistics: Proceedings of the 23rd Symposium on the Interface, pp. 156–163.
Geyer, C. J. (1994). Estimating normalizing constants and reweighting mixtures in Markov Chain Monte Carlo. Technical Report No. 568. School of Statistics, University of Minnesota.
Geyer, C. J. (1996). Estimation and optimization of functions. In W. R. Gilks, S. Richardson, & D. J. Spiegelhalter (Eds.), Markov chain Monte Carlo in practice (pp. 241–258). London: Chapman and Hall.
Geyer, C. J., & Thompson, E. A. (1992). Constrained Monte Carlo maximum likelihood for dependent data (with discussion). Journal of the Royal Statistical Society, Series B, Methodological, 54, 657–699.
Giddens, A. (1984). The constitution of society. Cambridge: Cambridge University Press.
Golla, V. (2000). Language families of North America. In C. Renfrew (Ed.), America past, America present: Genes and languages in the Americas and beyond (pp. 59–72). Cambridge, UK: The McDonald Institute for Archaeological Research.
Gray, R. D., & Jordan, F. M. (2000). Language trees support the express-train sequence of Austronesian expansion. Nature, 405, 1052–1055.
Gray, R. D., Greenhill, S. J., & Ross, R. M. (2008). The pleasures and perils of Darwinizing culture (with phylogenies). Biological Theory, 2, 360–375.
Gray, R. D., Bryant, D., & Greenhill, S. J. (2010). On the shape and fabric of human history. Philosophical Transactions of the Royal Society B, 365, 3923–3933.
Greenberg, J. (1987). Language in the Americas. Stanford: Stanford University Press.
Guglielmino, C. R., Viganotti, C., Hewlett, B., & Cavalli-Sforza, L. L. (1995). Cultural variation in Africa: Role of mechanisms of transmission and adaptation. Proceedings of the National Academy of Sciences, 92, 7585–7589.
Hewlett, B. S., de Silvertri, A., & Guglielmino, C. R. (2002). Semes and genes in Africa. Current Anthropology, 43, 313–321.
Hoeting, J. A., Leecaster, M., & Bowden, D. (2000). An improved model for spatially correlated binary responses. Journal of agricultural, biological, and environmental statistics, 5, 102–114.
Holden, C. J. (2002). Bantu languages reflect the spread of farming across sub-Saharan Africa: A maximum-parsimony analysis. Proceedings of the Royal Society of London B, 269, 793–799.
Holden, C., & Mace, R. (1999). Sexual dimorphism in stature and women’s work: A phylogenetic cross-cultural analysis. American Journal of Physical Anthropology, 110, 27–45.
Holden, C. J., & Shennan, S. J. (2005). Introduction to part I: How tree-like is cultural evolution. In R. Mace, C. J. Holden, & S. J. Shennan (Eds.), The evolution of cultural diversity: A phylogenetic approach (pp. 13–29). London: UCL Press.
Huelsenbeck, J. P., Rannala, B., & Larget, B. (2000). A Bayesian framework for the analysis of cospeciation. Evolution, 54, 352–364.
Jones, D. (2003). Kinship and deep history: Exploring connections between culture areas, genes, and languages. American Anthropologist, 105, 501–514.
Jordan, P., & Mace, T. (2006). Cultural transmission, phylogenetics, and the archaeological record. In C. P. Lipo, M. J. O’Brien, S. Shennan, & M. Collard (Eds.), Mapping human history: Phylogenetic approaches in anthropology and prehistory (pp. 149–167). New York: Aldine Transaction.
Jordan, P., & Mace, T. (2008). ”Gendered” technology, kinship and cultural transmission amongst Salish-speaking communities on the Pacific Northwest Coast: a preliminary investigation. In M. Stark, B. Bowser, & L. Home (Eds.), Breaking down boundaries: Anthropological approaches to cultural transmission and material culture (pp. 34–62). Tucson: University of Arizona Press.
Jordan, P., & O’Neill, S. (2010). Untangling cultural inheritance: language diversity and long-house architecture on the Pacific Northwest coast. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3875–3888.
Jordan, P., & Shennan, S. J. (2003). Cultural transmission, language, and basketry traditions amongst the California Indians. Journal of Anthropological Archaeology, 22, 43–74.
Jorgensen, J. G. (1980). Western Indians. Comparative environments, languages, and cultures of 172 Western American Indian tribes. San Francisco: Freeman.
Jorgensen, J. G. (1999a). Codebook for Western Indians data. World Cultures, 10, 144–293.
Jorgensen, J. G. (1999b). An empirical procedure for defining and sampling culture bearing units in continuous geographic areas. World Cultures, 10, 139–143.
Kroeber, A. L. (1948). Anthropology: Race, language, culture, psychology, prehistory. New York: Brace.
Lipo, C. P. (2006). The resolution of cultural phylogenies using graphs. In C. P. Lipo, M. J. O’Brien, S. Shennan, & M. Collard (Eds.), Mapping human history: Phylogenetic approaches in anthropology and prehistory (pp. 89–107). New York: Aldine Transaction.
Mace, R., & Holden, C. J. (2005). A phylogenetic approach to cultural evolution. Trends in Ecology and Evolution, 20, 116–121.
Maddison, W. P., & Maddison, D. R. (1997). MacClade: Analysis of phylogenies and character evolution. Version 3.07. Sunderland, MA: Sinauer Associates.
Matthews, L. J., Tehrani, J. J., Jordan, F. M., Collard, M., & Nunn, C. L. (2011). Testing for cultural cores and components in Iranian textile assemblages: a Bayesian phylogenetic approach. PLoS One, 6, e14810.
Mesoudi, A., & O’Brien, M. J. (2009). Placing archaeology within a unified science of cultural evolution. In S. Shennan (Ed.), Pattern and process in cultural evolution (pp. 21–32). Berkeley: University of California Press.
Mithun, M. (1999). The languages of Native North America. Cambridge: Cambridge University Press.
Moon, S., & Russell, G. J. (2008). Predicting product purchase from inferred customer similarity: an autologistic model approach. Management Science, 54, 71–82.
Moore, J. H. (1994). Putting anthropology back together again: The ethnogenetic critique of cladistic theory. American Anthropologist, 96, 925–948.
Moore, C. C., & Romney, A. K. (1994). Material culture, geographic propinquity, and linguistic affiliation on the North Coast of New-Guinea: A reanalysis. American Anthropologist, 96, 370–392.
Moylan, J. W., Borgerhoff Mulder, M., Graham, C. M., Nunn, C. L., & Hakansson, T. (2006). Cultural traits and linguistic trees: Linguistic signal in East Africa. In C. P. Lipo, M. J. O’Brien, S. Shennan, & M. Collard (Eds.), Mapping human history: Phylogenetic approaches in anthropology and prehistory (pp. 33–52). New York: Aldine Transaction.
Neiman, F. D. (1995). Stylistic variation in evolutionary perspective. American Antiquity, 60, 1–36.
Nelson-Sathi, S., List, J.-M., Geisler, H., Fangerau, H., Gray, R. D., Martin, W., et al. (2010). Networks uncover hidden lexical borrowing in Indo-European language evolution. Proceedings of the Royal Society B, 278, 1794–1803.
Nunn, C. L., Borgerhoff Mulder, M., & Langley, S. (2006). Comparative methods for studying cultural trait evolution: A simulation study. Cross-Cultural Research, 40, 177–209.
Page, R., & Charleston, M. (1998). Trees within trees: phylogeny and historical associations. Trends in Ecology and Evolution, 13, 356–359.
Pagel, M., & Mace, R. (2004). The cultural wealth of nations. Nature, 428, 275–278.
Pickard, D. K. (1987). Inference for discrete Markov fields: the simplest nontrivial case. Journal of the American Statistical Association, 82, 90–96.
Pocklington, R. (1996). Population genetics and cultural history. Master’s thesis, Vancouver, BC: Simon Fraser University.
Powell, J. F. (2005). The first Americans: Race, evolution, and the origin of Native Americans. Cambridge: Cambridge University Press.
R Development Core Team. (2010). R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org/.
Ripley, B. D. (1988). Statistical inference for spatial processes. Cambridge: Cambridge University Press.
Rogers, D. S., & Ehrlich, P. R. (2008). Natural selection and cultural rates of change. Proceedings of the National Academy of Sciences, 105, 3416–3420.
Sellen, D. W., & Hruschka, D. J. (2004). Extracted food resource defense polygyny in native western North American societies at contact. Current Anthropology, 45, 707–714.
Shennan, S. (2009). Pattern and process in cultural evolution: An introduction. In S. Shennan (Ed.), Pattern and process in cultural evolution (pp. 1–18). Berkeley: University of California Press.
Smouse, P. E., & Long, J. C. (1992). Matrix correlation-analysis in anthropology and genetics. Yearbook of Physical Anthropology, 35, 187–213.
Steele, J., Jordan, P., & Cochrane, E. E. (2010). Introduction: Evolutionary approaches to cultural and linguistic diversity. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3781–3785.
Tehrani, J. J., & Collard, M. (2009). The evolution of material culture diversity among Iranian tribal populations. In S. Shennan (Ed.), Pattern and process in cultural evolution (pp. 99–111). Berkeley: University of California Press.
Tehrani, J. J., Collard, M., & Shennan, S. (2010). The cophylogeny of populations and cultures: reconstructing the evolution of Iranian tribal craft traditions using trees and jungles. Philosophical Transactions of the Royal Society B-Biological Sciences, 365, 3865–3874.
Tëmkin, I., & Eldridge, N. (2007). Phylogenetics and material cultural evolution. Current Anthropology, 48, 146–153.
Towner, M. C., & Luttbeg, B. (2007). Alternative statistical approaches to the use of data as evidence for hypotheses in human behavioral ecology. Evolutionary Anthropology, 16, 107–118.
Vansina, J. (1990). Paths in the rainforests: Towards a history of political tradition in equatorial Africa. Madison, WI: University of Wisconsin Press.
Venti, J. (2004). Methods for Investigating the evolutionary pattern of adaptive radiations in cultural history: A preliminary cultural evolutionary pattern analysis of early Christianity. M. Sc. thesis, Institute of Archaeology, University College London.
Welsch, R. L., Terrell, J., & Nadolski, J. A. (1992). Language and culture on the North Coast of New-Guinea. American Anthropologist, 94, 568–600.
Young, H. P., & Burke, M. A. (2001). Competition and custom in economic contracts: a case study of Illinois agriculture. The American Economic Review, 91, 559–573.
Acknowledgments
We thank Eric Alden Smith, Bret Beheim, Robert Boyd, Victor Golla, Shelly Lundberg, Barney Luttbeg, Marc Mangel, Richard McElreath, Charlie Nunn, Peter Richerson, Bruce Winterhalder, and other members of the HBE lab group at UC Davis for their encouragement, comments and discussion. John Gillespie introduced us to the enumeration method used in the exact estimation study. The research was support by a grant from the National Science Foundation (SBE Cultural Anthropology Program 0546119).
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Towner, M.C., Grote, M.N., Venti, J. et al. Cultural Macroevolution on Neighbor Graphs. Hum Nat 23, 283–305 (2012). https://doi.org/10.1007/s12110-012-9142-z
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DOI: https://doi.org/10.1007/s12110-012-9142-z