Abstract
The intensification of food production plays a central role in the evolution of complex human societies. However, it is unclear whether the standard model of intensification is theoretically or empirically justified. This leaves social scientists unable to make reasonable inferences about the relationship between intensification and the evolution of social complexity in past societies. To remedy this problem, I derive a model of intensification from human macroecology, settlement scaling theory, human behavioural ecology, cultural evolutionary theory and niche construction theory. The standard and cultural niche construction models are formalized and their predictions are tested using a comprehensive ethnographic dataset that describes food production in 40 human societies, ranging in complexity from foraging bands to agricultural states. Analysis of the ethnographic record suggests that we reject the standard model and tentatively accept the cultural niche construction model. I attempt to demonstrate the broader utility of the cultural niche construction model as a framework that may help explain the transition from small-scale to large-scale complex societies.
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References
Trigger, B. G. Sociocultural Evolution: Calculation and Contingency (Blackwell, 1998).
Morgan, L. H. Ancient Society (Charles Kerr, 1877).
Spencer, H. The Evolution of Society: Selections from Herbert Spencer’s Principles of Sociology (Univ. of Chicago Press, 1967).
White, L. A. Energy and the evolution of culture. Am. Anthropol. 45, 335–356 (1943).
Childe, V. G. The urban revolution. Town Plan. Rev. 21, 3–17 (1950).
Adams, R. M. The Evolution of Urban Society: Early Mesopotamia and Prehispanic Mexico (Aldine, 1966).
Wittfogel, K. A. Oriental Despotism: A Comparative Study of Total Power (Yale Univ. Press, 1957).
Geertz, C. Agricultural Involution (Univ. of California Press, 1963).
Boserup, E. The Conditions of Agricultural Growth: the Economics of Agrarian Change under Population Pressure (Aldine, 1965).
Wolf, E. R. Peasants (Prentice-Hall, 1966).
Binford, L. R. in New Perspectives in Archaeology (eds Binford, S. R. & Binford, L. R.) 421–449 (Aldine, 1968).
Flannery, K. V. in The Domestication and Exploitation of Plants and Animals (eds Ucko, P. J. & Dimbleby, G. W.) 73–100 (Aldine, 1969).
Sahlins, M. Stone Age Economics (Routledge, 2017).
Cohen, M. N. The Food Crisis in Prehistory: Overpopulation and the Origins of Agriculture (Yale Univ. Press, 1977).
Renfrew, C. in An Island Polity: the Archaeology of Exploitation in Melos (eds Renfrew, C. & Wagstaff, M.) 264–290 (Cambridge Univ. Press, 1982).
Diamond, J. Guns, Germs, and Steel: the Fates of Human Societies (Norton, 1997).
Johnson, A. W. & Earle, T. K. The Evolution of Human Societies: From Foraging Group to Agrarian State 2nd edn (Stanford Univ. Press, 2000).
Trigger, B. G. Understanding Early Civilizations: a Comparative Study (Cambridge Univ. Press, 2003).
Wenke, R. J. & Olszewski, D. I. Patterns in Prehistory: Humankind’s First Three Million Years 5th edn (Oxford Univ. Press, 2007).
Scott, J. C. Against the Grain: a Deep History of the Earliest States (Yale Univ. Press, 2017).
Hawkes, K., Kaplan, H., Hill, K. & Hurtado, A. M. Ache at the settlement: contrasts between farming and foraging. Hum. Ecol. 15, 133–161 (1987).
Piperno, D. R. & Pearsall, D. M. The Origins of Agriculture in the Lowland Neotropics (Academic Press, 1998).
Bronson, B. C. in Population Growth: Anthropological Implications (ed. Spooner, B.) 190–218 (MIT Press, 1972).
Hunt, R. C. Labor productivity and agricultural development: Boserup revisited. Hum. Ecol. 28, 251–277 (2000).
Bowles, S. Cultivation of cereals by the first farmers was not more productive than foraging. Proc. Natl Acad. Sci. USA 108, 4760–4765 (2011).
Clark, C. & Haswell, M. The Economics of Subsistence Agriculture 4th edn (Macmillan, 1970).
Netting, R. Smallholders, Householders: Farm Families and the Ecology of Intensive, Sustainable Agriculture (Stanford Univ. Press, 1993).
Kirch, P. V. The Wet and the Dry: Irrigation and Agricultural Intensification in Polynesia (Univ. of Chicago Press, 1994).
Stone, G. D. Settlement Ecology: the Social and Spatial Organization of Kofyar Agriculture (Univ. of Arizona Press, 1996).
Logan, M. & Sanders, W. T. in The Valley of Mexico: Studies in Pre-Hispanic Ecology and Society (ed. Wolf, E.) 31–58 (Univ. of New Mexico Press, 1976).
Sanders, W. T., Parsons, J. R. & Santley, R. S. The Basin of Mexico: the Evolution of a Civilization (Academic Press, 1979).
Pimentel, D. & Pimentel, M. H. Food, Energy, and Society 3rd edn (CRC Press, 2007).
Smil, V. Energy and Civilization: A History (MIT Press, 2017).
Turgot, A. R. J. The Turgot Collection: Writings, Speeches, and Letters of Anne Robert Jacques Turgot, Baron de Laune (Ludwig von Mises Institute, 2011).
Mill, J. S. The Collected Works of John Stuart Mill (Univ. of Toronto Press, 1963).
Barkley, A. & Barkley, P. W. Principles of Agricultural Economics (Routledge, 2013).
Naroll, R. A preliminary index of social development. Am. Anthropol. 58, 687–715 (1956).
Carneiro, R. L. On the relationship between size of population and complexity of social organization. Southwest. J. Anthropol. 23, 234–243 (1967).
Bettencourt, L. M., Samaniego, H. & Youn, H. Professional diversity and the productivity of cities. Sci. Rep. 4, 5393 (2014).
Hanson, J. W., Ortman, S. G. & Lobo, J. Urbanism and the division of labour in the Roman Empire. J. R. Soc. Interface 14, 20170367 (2017).
Ortman, S. & Lobo, J. Smithian growth in a nonindustrial society. Sci. Adv. 6, eaba5694 (2020).
Sandeford, D. S. Organizational complexity and demographic scale in primary states. R. Soc. Open Sci. 5, 171137 (2018).
Adams, R. M. Heartland of Cities: Surveys of Ancient Settlement and Land Use on the Central Floodplain at the Euphrates (Univ. of Chicago Press, 1981).
O’Brien, M., Mason, R. D., Lewarch, D. E. & Neely, J. A. Late Formative Irrigation Settlement below Monte Albán: Survey and Excavation on the Xoxocotlán Piedmont, Oaxaca, Mexico (Univ. of Texas Press, 1982).
Billman, B. R. Irrigation and the origins of the southern Moche state on the north coast of Peru. Lat. Am. Antiq. 13, 371–400 (2002).
Bandy, M. S. Energetic efficiency and political expediency in Titicaca Basin raised field agriculture. J. Anthropol. Archaeol. 24, 271–296 (2005).
Liu, L. & Chen, X. The Archaeology of China: From the Late Paleolithic to the Early Bronze Age (Cambridge Univ. Press, 2012).
Allen, R. C. Economic structure and agricultural productivity in Europe, 1300–1800. Eur. Rev. Econ. Hist. 4, 1–26 (2000).
Hamilton, M. J., Walker, R. S., Buchanan, B. & Sandeford, D. S. Scaling human sociopolitical complexity. PLoS ONE 15, e0234615 (2020).
Ortman, S. G., Lobo, J. & Smith, M. E. Cities: complexity, theory, and history. PLoS ONE 15, e0243621 (2020).
Fujita, M., Krugman, P. & Mori, T. On the evolution of hierarchical urban systems. Eur. Econ. Rev. 43, 209–251 (1999).
Bettencourt, L. M. The origins of scaling in cities. Science 340, 1438–1441 (2013).
Samaniego, H. & Moses, M. E. Cities as organisms: allometric scaling of urban road networks. J. Transp. Land Use 1, 21–39 (2008).
Smith, B. D. A cultural niche construction theory of initial domestication. Biol. Theory 6, 260–271 (2011).
Winterhalder, B. & Smith, E. A. Analyzing adaptive strategies: human behavioral ecology at twenty-five. Evol. Anthropol. 9, 51–72 (2000).
Kennett, D. J. & Winterhalder, B. (eds) Behavioral Ecology and the Transition to Agriculture (Univ. of California Press, 2006).
Odling-Smee, J. F., Laland, K. N. & Feldman, M. W. Niche construction: the neglected process in evolution. Monographs in Population Biology No. 37 (Princeton Univ. Press, 2003).
Mokyr, J. The Lever of Riches: Technological Creativity and Economic Progress (Oxford Univ. Press, 1992).
Smith, B. D. General patterns of niche construction and the management of ‘wild’ plant and animal resources by small-scale pre-industrial societies. Phil. Trans. R. Soc. B 366, 836–848 (2011).
Turchin, P. in Cultural Evolution: Society, Technology, Language, and Religion (eds Richerson, P. J. & Christiansen, M. H.) 61–73 (MIT Press, 2013).
Henrich, J. The Secret of Our Success: How Culture Is Driving Human Evolution, Domesticating Our Species, and Making Us Smarter (Princeton Univ. Press, 2016).
Diamond, J. & Bellwood, P. Farmers and their languages: the first expansions. Science 300, 597–603 (2003).
Bellwood, P. First Farmers: the Origins of Agricultural Societies (Blackwell, 2005).
Murdock, G. P. et al. Ethnographic Atlas. World Cult. 10, 24–136 (1999).
Bocquet-Appel, J.-P. & Bar-Yosef, O. (eds) The Neolithic Demographic Transition and Its Consequences (Springer, 2008).
Lesure, R. G., Martin, L. S., Bishop, K. J., Jackson, B. & Chykerda, C. M. The Neolithic demographic transition in Mesoamerica. Curr. Anthropol. 55, 654–664 (2014).
Cohen, J. E. Population growth and Earth’s human carrying capacity. Science 269, 341–346 (1995).
DeLong, J. P. & Burger, O. Socio-economic instability and the scaling of energy use with population size. PLoS ONE 10, e0130547 (2015).
Tuzin, D. Social Complexity in the Making: a Case Study among the Arapesh of New Guinea (Routledge, 2001).
Boserup, E. Population and Technological Change: a Study of Long-Term Trends (Univ. of Chicago Press, 1981).
Bettencourt, L. M., Lobo, J. & Strumsky, D. Invention in the city: increasing returns to patenting as a scaling function of metropolitan size. Res. Policy 36, 107–120 (2007).
Rowley-Conwy, P. & Layton, R. Foraging and farming as niche construction: stable and unstable adaptations. Phil. Trans. R. Soc. B 366, 849–862 (2011).
Boivin, N. L. et al. Ecological consequences of human niche construction: examining long-term anthropogenic shaping of global species distributions. Proc. Natl Acad. Sci. USA 113, 6388–6396 (2016).
Ullah, I. I., Chang, C. & Tourtellotte, P. Water, dust, and agro-pastoralism: modeling socio-ecological co-evolution of landscapes, farming, and human society in southeast Kazakhstan during the mid to late Holocene. J. Anthropol. Archaeol. 55, 101067 (2019).
Turner, B. L. & Doolittle, W. E. The concept and measure of agricultural intensity. Prof. Geogr. 30, 297–301 (1978).
Binford, L. R. Constructing Frames of Reference: an Analytical Method for Archaeological Theory Building Using Ethnographic and Environmental Data Sets (Univ. of California Press, 2001).
Abrams, E. M. How the Maya Built Their World: Energetics and Ancient Architecture (Univ. of Texas Press, 1994).
Erasmus, C. J. Monument building: some field experiments. Southwest. J. Anthropol. 21, 277–301 (1965).
Durrenberger, E. P. Agricultural Production and Household Budgets in a Shan Peasant Village in Northwestern Thailand: a Quantitative Description (Ohio Univ. Center for International Studies, 1978).
Grimes, W., Hodges, J., Nichols, R. & Tapp, J. A Study of Farm Organization in Central Kansas United States Department of Agriculture Bulletin No. 1296 (Government Printing Office, 1925).
Barker, R., Herdt, R. & Rose, B. The Rice Economy of Asia (Resources for the Future, 1985).
Cane, S. Australian aboriginal subsistence in the western desert. Hum. Ecol. 15, 391–434 (1987).
Ortman, S. G., Cabaniss, A. H., Sturm, J. O. & Bettencourt, L. M. The pre-history of urban scaling. PLoS ONE 9, e87902 (2014).
R Core Team. R: a language and environment for statistical computing (R Foundation for Statistical Computing, 2020).
Geddes, W. R. The Land Dayaks of Sarawak Colonial Research Studies No. 14 (Her Majesty’s Stationary Office, 1954).
Freeman, J. D. Iban Agriculture: a Report on the Shifting Cultivation of Hill Rice by the Iban of Sarawak Colonial Research Studies No. 18 (Her Majesty’s Stationary Office, 1955).
Conklin, H. C. Hanunóo Agriculture: a Report on an Integral System of Shifting Cultivation in the Philippines (Food and Agricultural Organization of the United Nations, 1957).
Moerman, M. Agricultural Change and Peasant Choice in a Thai Village (Univ. of California Press, 1968).
Durrenberger, E. P. Rice production in a Lisu village. J. Southeast Asian Stud. 10, 139–145 (1979).
Annual Report (International Rice Research Institute, 1966).
Janlekha, K. A Study of the Economy of a Rice Growing Village in Central Thailand. PhD dissertation, Cornell Univ., 1955.
Conelly, W. T. Agricultural intensification in a Philippine frontier community: impact on labor efficiency and farm diversity. Hum. Ecol. 20, 203–223 (1992).
Chin, S. C. Agriculture and Subsistence in a Lowland Rainforest Kenyah Community. PhD dissertation, Yale Univ., 1984.
Cramb, R. The use and productivity of labour in shifting cultivation: an East Malaysian case study. Agric. Syst. 29, 97–115 (1989).
Hastorf, C. A. Agriculture and the Onset of Political Inequality before the Inka (Cambridge Univ. Press, 1993).
Carter, W. E. New Lands and Old Traditions (Univ. of Florida Press, 1969).
Truman, K. in Food and Farm: Current Debates and Policies Monographs in Economic Anthropology No. 7 (eds Gladwin, C. H. & Truman, K.) 161–178 (Univ. Press of America, 1989).
Kirkby, A. Use of Land and Water Resources in the Past and Present Valley of Oaxaca, Mexico Memoirs of the University of Michigan Museum of Anthropology No. 5 (Museum of Anthropology, Univ. of Michigan, 1973).
Lewis, O. Life in a Mexican Village: Tepoztlán Restudied (Univ. of Illinois Press, 1963).
Tax, S. Penny Capitalism: a Guatemalan Indian Community (Univ. of Chicago Press, 1963).
Cancian, F. Change and Uncertainty in a Peasant Economy: The Maya Corn Farmers of Zinacantan (Stanford Univ. Press, 1972).
Stadelman, R. Maize Cultivation in Northwestern Guatemala Contributions to American Anthropology and History No. 33 (Carnegie Institution of Washington, 1940).
Steggerda, M. Maya Indians of Yucatan (Carnegie Institution of Washington, 1941).
Kelly, I. & Palerm, A. The Tajin Totonac: Part 1. History, Subsistence, Shelter and Technology Smithsonian Institution Institute of Social Anthropology No. 13 (United States Government Printing Office, 1952).
Rappoport, R. Pigs for the Ancestors (Yale Univ. Press, 1968).
Couture, M. D., Ricks, M. F. & Housley, L. Foraging behavior of a contemporary northern Great Basin population. J. Calif. Gt Basin Anthropol. 8, 150–160 (1986).
Noss, A. J. The economic importance of communal net hunting among the BaAka of the Central African Republic. Hum. Ecol. 25, 71–89 (1997).
Hawkes, K., O’Connell, F. & Jones, N. B. Hadza children’s foraging: juvenile dependency, social arrangements, and mobility among hunter-gatherers. Curr. Anthropol. 36, 688–700 (1995).
Lupo, K. D. & Schmitt, D. N. Small prey hunting technology and zooarchaeological measures of taxonomic diversity and abundance: ethnoarchaeological evidence from Central African forest foragers. J. Anthropol. Archaeol. 24, 335–353 (2005).
Bliege Bird, R. & Bird, D. W. Why women hunt: risk and contemporary foraging in a Western Desert aboriginal community. Curr. Anthropol. 49, 655–693 (2008).
O’Connell, J. F. & Hawkes, K. Food choice and foraging sites among the Alyawara. J. Anthropol. Res. 40, 504–535 (1984).
Greaves, R. D. Ethnoarchaeological Investigation of Subsistence Mobility, Resource Targeting, and Technological Organization among Pume Foragers of Venezuela. PhD dissertation, Univ. of New Mexico, 1998.
Eder, J. F. The caloric returns to food collecting: disruption and change among the Batak of the Philippine tropical forest. Hum. Ecol. 6, 55–69 (1978).
O’Connell, J. F. & Hawkes, K. in Hunter-Gatherer Foraging Strategies: Ethnographic and Archaeological Analyses (eds Winterhalder, B. & Smith, E. A.) 99–125 (Univ. of Chicago Press, 1981).
Jones, N. B., Hawkes, K. & Draper, P. Foraging returns of !Kung adults and children: why didn’t !Kung children forage? J. Anthropol. Res. 50, 217–248 (1994).
Lee, R. B. in Man the Hunter (eds Lee, R. B. & DeVore, I.) 30–48 (Aldine, 1968).
Hames, R. B. A comparison of the efficiencies of the shotgun and the bow in neotropical forest hunting. Hum. Ecol. 7, 219–252 (1979).
Hawkes, K., Hill, K. & O’Connell, J. F. Why hunters gather: optimal foraging and the Ache of eastern Paraguay. Am. Ethnol. 9, 379–398 (1982).
Ichikawa, M. An examination of the hunting-dependent life of the Mbuti. Afr. Study Monogr. 4, 55–76 (1983).
Terashima, H. Hunting life of the Bambote: an anthropological study of hunter-gatherers in a wooded savanna. Senri Ethnol. Stud. 6, 223–268 (1980).
Terashima, H. Mota and other hunting activities of the Mbuti archers: a socio-ecological study of subsistence technology. Afr. Study Monogr. 3, 71–85 (1983).
Arsdale, P. W. Activity patterns of Asmat hunter-gatherers: a time budget analysis. Aust. J. Anthropol. 11, 453–60 (1978).
Baldwin, K. D. S. The Niger Agricultural Project, an Experiment in African Development (Blackwell, 1957).
Stone, G. D., Netting, R. M. & Stone, M. P. Seasonality, labor scheduling, and agricultural intensification in the Nigerian savanna. Am. Anthropol. 92, 7–23 (1990).
Panter-Brick, C. Motherhood and subsistence work: the Tamang of rural Nepal. Hum. Ecol. 17, 205–228 (1989).
Clark, G. A Farewell to Alms: A Brief Economic History of the World Vol. 25 (Princeton Univ. Press, 2008).
Pospisil, L. J. Kapauku Papuan Economy (Dept of Anthropology, Yale Univ., 1963).
Slicher Van Bath, B. H. The Agrarian History of Western Europe, AD 500–1850 (Edward Arnold, 1963).
Goodell, G. Agricultural production in a traditional village of northern Khuzestan. Marbg. Geogr. Schriften 64, 243–289 (1975).
Cleave, J. H. African Farmers: Labor Use in the Development of Smallholder Agriculture (Praeger, 1974).
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I thank M. Peeples, C. Morehart, M. E. Smith, J. Lobo and B. L. Turner II for help researching and writing this paper.
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Sandeford, D.S. A quantitative analysis of intensification in the ethnographic record. Nat Hum Behav 5, 1502–1509 (2021). https://doi.org/10.1038/s41562-021-01120-w
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DOI: https://doi.org/10.1038/s41562-021-01120-w