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  • Cited by 7
Publisher:
Cambridge University Press
Online publication date:
August 2023
Print publication year:
2023
Online ISBN:
9781009386289

Book description

A long tradition explains technological change as recombination. Within this tradition, this Element develops an innovative combinatorial model of technological change and tests it with 2,000 years of global GDP data and with data from US patents filed between 1835 and 2010. The model explains 1) the pace of technological change for a least the past two millennia, 2) patent citations and 3) the increasing complexity of tools over time. It shows that combining and modifying pre-existing goods to produce new goods generates the observed historical pattern of technological change. A long period of stasis was followed by sudden super-exponential growth in the number of goods. In this model, the sudden explosion of about 250 years ago is a combinatorial explosion that was a long time in coming, but inevitable once the process began at least two thousand years ago. This Element models the Industrial Revolution as a combinatorial explosion.

References

Aiello, L. C., and Dunbar, R. I.. 1993. “Neocortex size, group size, and the evolution of language.” Current Anthropology, 34(2): 184193.
Aldrich, H., Hodgson, G., Hull, D. et al. 2008. “In defence of generalised Darwinism.” Journal of Evolutionary Economics, 18(5): 577596.
Almudi, I., and Fatas-Villafranca, F. 2021. Coevolution in Economic Systems. Cambridge: Cambridge University Press.
Alvarez, S. A., Barney, J. B., and Anderson, P. 2013. “Forming and exploiting opportunities: The implications of discovery and creation processes for entrepreneurial and organizational research.” Organization Science, 24(1): 301317.
Álvarez-Nogal, C., and Prados de la Escosura, L. 2013. “The rise and fall of Spain (1270–1850).” Economic History Review, 66: 137.
Ambrose, S. H. 2001. “Paleolithic technology and human evolution.” Science, 291: 17481753.
Arifovic, J., Bullard, J., and Duffy, J. 1997. “The transition from stagnation to growth: An adaptive learning approach.” Journal of Economic Growth, 2: 185209.
Arthur, W. B. 1994. “Inductive reasoning and bounded rationality.” American Economic Review: Papers and Proceedings, 84: 406411.
Arthur, W. B. 2007. “The structure of invention.” Research Policy, 36(2): 274287.
Arthur, W. B. 2009. The Nature of Technology: What It Is and How It Evolves. New York: Free Press.
Arthur, W. B., and Polak, W. 2006. “The evolution of technology within a simple computer model.” Complexity, 11(5): 2331.
Baker, T., and Nelson, R. 2005. “Creating something from nothing: Resource construction through entrepreneurial bricolage.” Administrative Science Quarterly, 50(3): 329366.
Bambach, R. K. 1983. “Ecospace utilization and guilds in marine communities through the Phanerozoic.” In Tevesz, M. J. S. and McCall, P. L. (eds.), Biotic Interactions in Recent and Fossil Benthic Communities. Boston, MA: Springer, pp. 719746.
Barkow, J. H., Cosmides, L., and Tooby, J. (eds.). 1992. The Adapted Mind: Evolutionary Psychology and the Generation of Culture. New York: Oxford University Press.
Bastolla, U., Fortuna, M. A., Pascual-García, A. et al. 2009. “The architecture of mutualistic networks minimizes competition and increases biodiversity.” Nature, 458(7241): 10181020.
Bedau, M. A. 2014. “Testing bottom-up models of complex citation networks.” Philosophy of Science, 81(5): 11311143.
Beinhocker, E. D. 2006. The Origin of Wealth: Evolution, Complexity, and the Radical Remaking of Economics. Cambridge, MA: Harvard Business Review Press.
Beinhocker, E. D. 2011. “Evolution as computation: Integrating self-organization with generalized Darwinism.” Journal of Institutional Economics, 7(3): 393423.
Bentley, A. R., Hahn, M. W., and Shennan, S. J. 2004. “Random drift and culture change.” Proceedings: Biological Sciences, 271(1547): 14431450.
Benton, M. J., and Emerson, B. C. 2007. “How did life become so diverse? The dynamics of diversification according to the fossil record and molecular phylogenetics.” Palaeontology, 50(1): 2340.
Bergstrom, A., Stringer, C., Hajdinjak, M., Scerri, E. M. L., and Skoglund, P. 2021. “Origins of modern human ancestry.” Nature, 590: 229237.
Blegen, N. 2017. “The earliest long-distance obsidian transport: Evidence from the ~200 ka Middle Stone Age Sibilo School Road Site, Baringo, Kenya.” Journal of Human Evolution, 103: 119.
Blegen, N., Jicha, B. R., and McBrearty, S. 2018. “A new tephrochronology for early diverse stone tool technologies and long-distance raw material transport in the Middle to Late Pleistocene Kapthurin Formation, East Africa.” Journal of Human Evolution, 121: 75103.
Boudagher-Fadel, M. K. 2018. “Biology and evolutionary history of larger benthic foraminifera.” In Boudagher-Fadel, M. K., Evolution and Geological Significance of Larger Benthic Foraminifera, 2nd ed. London: UCL Press, pp. 144. DOI: https://doi.org/10.2307/j.ctvqhsq3.3.
Boyd, R., and Richerson, P. J. 1985. Culture and the Evolutionary Process. Chicago: The University of Chicago Press.
Boyd, R., and Richerson, P. J. 2021. “Large-scale cooperation in small-scale foraging societies.” EcoEvoRxiv. May 17. DOI: https://doi.org/10.32942/osf.io/fxwbr.
Boyd, R., Richerson, P. J., and Henrich, J. 2013. “The cultural evolution of technology: Facts and theory.” In Richerson, P. J. and Christiansen, M. H. (eds.), Cultural Evolution: Society, Technology, Language, and Religion. Cambridge, MA: Massachusetts Institute of Technology Press, pp. 119142.
Broadberry, S., Campbell, B., Klein, A., Overton, M., and van Leeuwen, B. 2015. British Economic Growth: 1270–1870. Cambridge: Cambridge University Press.
Brooks, A. S., Yellen, J. E., Potts, R. et al. 2018. “Long-distance stone transport and pigment use in the earliest Middle Stone Age.” Science, 360: 9094.
Campbell, D. T. 1965. “Variation and selective retention in socio-cultural evolution.” In Barringer, H. R., Blanksten, G. I., and Mack, R. W. (eds.), Social Change in Developing Areas: A Reinterpretation of Evolutionary Theory. Cambridge, MA: Schenkman Publishing Company, pp. 1949.
Cazzolla Gatti, R. 2011. “Evolution is a cooperative process: The biodiversity-related niches differentiation theory (BNDT) can explain why.” Theoretical Biology Forum, 104(1): 3543.
Cazzolla Gatti, R., Fath, B., Hordijk, W., Kauffman, S., and Ulanowicz, R. 2018. “Niche emergence as an autocatalytic process in the evolution of ecosystems.” Journal of Theoretical Biology, 454: 110117.
Cazzolla Gatti, R., Hordijk, W., and Kauffman, S. (2017). “Biodiversity is autocatalytic.” Ecological Modelling, 346: 7076.
Cazzolla Gatti, R., Koppl, R., Fath, B. et al. 2020. “On the emergence of ecological and economic niches.” Journal of Bioeconomics, 22(2): 99127.
Chaitin, G., da Costa, N., and Doria, F. A. 2012. Gödel’s Way: Exploits into an Undecidable World. Boca Raton, FL: CRC Press.
Chen, C., and Hicks, D. 2004. “Tracing knowledge diffusion.” Scientometrics, 59(2): 199211.
Clark, G. 2007. A Farewell to Alms: A Brief Economic History of the World. Princeton, NJ: Princeton University Press.
Clark, R. W. 1985. The Life of Ernst Chain: Penicillin and Beyond. New York: St. Martin’s Press.
Clower, R. W. 1965. “The Keynesian counter-revolution: A theoretical appraisal.” In Hahn, F. H. and Brechling, F. P. R. (eds.), The Theory of Interest Rates. London: Macmillan, pp. 103125.
Cohen, W. M., and Levinthal, D. A. 1990. “Absorptive capacity: A new perspective on learning and innovation.” Administrative Science Quarterly, 35(1):128152.
Comin, D., and Hobijn, B. 2010. “An exploration of technology diffusion.” American Economic Review, 100, 20312059. DOI:https://doi.org/10.1257/aer.100.5.2031.
Conway, M. S. 2006. “Darwin’s dilemma: The realities of the Cambrian ‘explosion’.” Philosophical Transactions of the Royal Society B: Biological Sciences, 361(1470): 10691083.
Cortês, M., Kauffman, S. A., Liddle, A. R. and Smolin, L. “The TAP equation: evaluating combinatorial innovation,” arXiv:2204.14115.
Crafts, N. F. R. 1977. “Industrial Revolution in England and France: Some thoughts on the question, ‘Why was England first?’” The Economic History Review, 30(3): 429441.
da Costa, N. C. A., and Doria, F. A. 1991. “Undecidability and incompleteness in classical mechanics.” International Journal of Theoretical Physics, 30: 10411073.
Dam, K. W. The Law-Growth Nexus: The Rule of Law and Economic Development. Washington: Brookings Institution Press, 2005.
Debreu, G. 1959. Theory of Value. New Haven, CT: Yale University Press.
Deino, A. L. et al. 2018. “Chronology of the Acheulean to Middle Stone Age transition in eastern Africa.” Science, 360: 9598.
Devereaux, A., Koppl, R., Kauffman, S., and Roli, A. 2021. “An incompleteness result regarding within-system modeling.” SSRN 3968077.
Domínguez-Rodrigo, M., Cobo-Sánchez, L., Aramendi, J., and Gidna, A. 2019. “The meta-group social network of early humans: A temporal-spatial assessment of group size at FLK Zinj (Olduvai Gorge, Tanzania).” Journal of Human Evolution, 127: 5466.
Dopfer, K., Foster, J., and Potts, J. 2004. “Micro-meso-macro.” Journal of Evolutionary Economics, 14(3): 263279. DOI: https://doi.org/10.1007/s00191-004-0193-0.
Dunbar, R. I. M. 1992. “Neocortex size as a constraint on group size in primates.” Journal of Human Evolution, 20: 469493.
Dunbar, R. I. M. 1998. “The social brain hypothesis.” Evolutionary Anthropology: Issues, News, and Reviews, 6(5): 178190.
Dunbar, R. I. M. 2020. “Structure and function in human and primate social networks: Implications for diffusion, network stability and health.” Proceedings of the Royal Society A, 476: 20200446.
Dunbar, R. I. M. 2021. Friends: Understanding the Power of Our Most Important Relationships. London: Little, Brown.
Dutta, R. D. K., Levine, N. W., and Papageorge, L. W. 2018. “Entertaining Malthus, circuses, and economic growth.” Economic Inquiry, 56: 358380.
Enkel, E., Groemminger, A., and Heil, S. 2018. “Managing technological distance in internal and external collaborations: Absorptive capacity routines and social integration for innovation.” Journal of Technology Transfer, 43(5): 12571290.
Elton, C. S. 1927. Animal Ecology. Chicago: University of Chicago Press.
Estoup, J. B. 1916. Gammes Stenographiques. Paris: Institut Stenographique de France.
Fath, B. D. 2007. “Network mutualism: Positive community level relations in ecosystems.” Ecological Modelling, 208: 5667.
Fath, B. D., and Müller, F. 2019. “Conbiota.” In Fath, B. D. (ed.), Encyclopedia of Ecology (2nd ed.), pp. 274280.
Felin, T., Koenderink, J., and Krueger, J. 2017. “Rationality, perception, and the all-seeing eye.” Psychonomic Bulletin & Review, 24: 10401059.
Felin, T., Koenderink, J., and Krueger, J. 2018. “Cues, minds, and equilibria: Responses and extenstions.” Psychonomic Bulletin & Review, 25: 813826.
Fink, T. M. A., and Reeves, M. 2019. “How much can we influence the rate of innovation?Science Advances, 5(1): eaat6107.
Fink, T. M. A., Reeves, M., Palma, R., and Farr, R. S. 2017. “Serendipity and strategy in rapid innovation.” Nature Communications, 8(1): 2002.
Fisher, J., and Hinde, R. A. (1949). “The opening of milk bottles by birds.” British Birds, 42: 347357.
Fleming, A. 1929. “On the antibacterial action of cultures of a penicillium, with special reference to their use in the isolation of B. influenzae.” The British Journal of Experimental Pathology, 10: 226236. (Reprinted in Reviews of Infectious Diseases, 1980, 2(1): 129–139.)
Fleming, L., and Sorenson, O. 2001. “Technology as a complex adaptive system: Evidence from patent data.” Research Policy, 30: 10191039.
Foss, N. J., and Klein, P. G. 2012. Organizing Entrepreneurial Judgment. Cambridge University Press.
Foss, N. J., and Klein, P. G. 2020. “Entrepreneurial opportunities: Who needs them?Academy of Management Perspectives, 34: 366377.
Foster, J. 2021. “In search of a suitable heuristic for evolutionary economics: From generalized Darwinism to economic self-organisation,” MPRA Paper No. 106146. Online at https://mpra.ub.uni-muenchen.de/106146/.
Galor, O., and Weil, D. N. 2000. “Population, technology, and growth: From Malthusian stagnation to the demographic transition and beyond.” American Economic Review, 90: 806828.
Garud, R., and Karnøe, P. 2003. “Bricolage versus breakthrough: Distributed and embedded agency in technology entrepreneurship.” Research Policy, 32: 277300.
Gibbon, R. J., Ganger, D. E., Kuman, K., and Partridge, T. C. 2009. “Early Acheulean technology in the Rietputs Formation, South Africa, dated with cosmogenic nuclides.” Journal of Human Evolution, 56: 152160.
Gilsing, V., Nooteboom, B., Vanhaverbeke, W., Duysters, G., and Ad., van den Oord 2008. “Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density.” Research Policy, 37: 17171731.
Golan, O., and Moav, O. 2002. “Natural selection and the origin of economic growth.” The Quarterly Journal of Economics, 67(4): 11331191.
Goldstone, J. A. 2002. “Efflorescences and economic growth in world history: Rethinking the ‘rise of the West’ and the Industrial Revolution.” Journal of World History, 13(2): 323389.
Goren-Inbar, N., and Belfer-Cohen, A. 2020. “Reappraisal of hominin group size in the Lower Paleolithic: An introduction to the special issue.” Journal of Human Evolution, 144: 102821.
Griliches, Z. 1979. “Issues in assessing the contribution of research and development to productivity growth.” The Bell Journal of Economics, 10(1): 92116.
Haldane, J. B. S. 1956. “Time in biology.” Science Progress, 44(175): 385402.
Hansell, M. 2011. “Houses made by portists.” Current Biology, 21(13): R485R487.
Harmand, S., Lewis, J. E., Feibel, C. S. et al. 2015. “3.3-million-year-old stone tools from Lomekwi 3, West Turkana, Kenya.” Nature, 521: 310315.
Harper, D. A. 2018. “Innovation and institutions from the bottom up: An introduction.” Journal of Institutional Economics, 14(6): 9751001.
Hausmann, R., and Hidalgo, C. A. 2011. “The network structure of economic output.” Journal of Economic Growth, 16: 309342.
Hausmann, R., Hidalgo, C. A., Bustos, S. et al. 2013. The Atlas of Economic Complexity. Massachusetts Institutional Technology Press.
Hayek, F. A. 1948. Individualism and Economic Order. Chicago: The University of Chicago Press.
Hayek, F. A. 1952. The Sensory Order. Chicago: The University of Chicago Press.
Henrich, J. 2016. The Secret of Our Success. Princeton, NJ: Princeton University Press.
Henrich, J. 2020. The WEIRDest People in the World: How the West Became Psychologically Peculiar and Particularly Prosperous. New York: Farrar, Straus and Giroux.
Hidalgo, C. A., Klinger, B., Barabási, A. L., Hausmann, R. 2007. “The product space conditions the development of nations.” Science, 317: 482487.
Heron-Allen, E. 1915. “A short statement upon the theory, and the phenomena of purpose and intelligence exhibited by the protozoa, as illustrated by selection and behaviour in the forminnifera.” Journal of Microscopy, 35(6): 547557.
Hodgson, G. 2007. “The revival of Veblenian institutional economics.” Journal of Economic Issues, 41(2): 324340.
Hodgson, G., and Knudsen, T. 2010. Darwin’s Conjecture: The Search for General Principles of Social and Economic Evolution. Chicago: The University of Chicago Press.
Hordijk, W., and Steel, M. 2017. “Chasing the tail: The emergence of autocatalytic networks.” BioSystems, 152:110.
Howie, J. 1986. “Penicillin: 1929–1940.” British Medical Journal (Clinical Research Edition), 293(6540): 158159.
Hublin, J.-J., et al. 2017. “New fossils from Jebel Irhoud, Morocco and the pan-African origin of Homo sapiens.” Nature, 546: 289292.
Hughes-Hallett, A., Mayer, E. K., Marcus, H. J. et al. 2014. “Quantifying innovation in surgery.” Annals of Surgery, 260: 205211. DOI: https://doi.org/10.1097/SLA.0000000000000662.
Hull, N. E. H. 1991. “Networks & bricolage: A prolegomenon to a history of twentieth-century American academic jurisprudence.” The American Journal of Legal History, 35(3): 307322.
Hutchinson, G. E. (1957). “Concluding remarks.” Cold Spring Harbor Symposia on Quantitative Biology, 22: 415427.
Jacob, F. 1977. “Evolution and tinkering.” Science, 196: 11611166.
Jacobs, J. 2000. The Nature of Economies. New York: Vintage Books.
James, W. 1890. The Principles of Psychology, volume 2. New York: Henry Holt and Company.
Jones, C. I. 2001. “Was an industrial revolution inevitable? Economic growth over the very long run.” Advances in Macroeconomics, 1: 143.
Jones, C. I., and Romer, P. M. 2010. “The new Kaldor facts: Ideas, institutions, population, and human capital.” American Economic Journal: Macroeconomics, 2: 224245.
Joy, J. B. 2013. “Symbiosis catalyses niche expansion and diversification.” Proceedings of the Royal Society of London. Series B, Biological Sciences, 280: 20122820.
Kahneman, D. 2003. “Maps of bounded rationality: Psychology for behavioral economics.” American Economic Review, 93(5): 14491475.
Kallis, G., Kostakis, V., Lange, S. et al. 2018. “Research on degrowth.” Annual Review of Environment and Resources, 43: 291316.
Kant, I. 1787 [1934]. Critique of Pure Reason. New York: E. P. Dutton & Co.
Kantorovich, A. 1993. Scientific Discovery: Logic and Tinkering. Albany, NY: State University of New York Press.
Kauffman, S. 1986. “Autocatalytic sets of proteins.” Journal of Theoretical Biology, 119(1): 124.
Kauffman, S. 1988. “The evolution of Economic Webs.” In Anderson, P. W. and Arrow, K. J. (eds.), The Economy as an Evolving Complex System, volume 5. A Proceedings volume in the Santa Fe Institute Studies in the Sciences of Complexity. New York: Addison-Wesley.
Kauffman, S. 1993. The Origins of Order. New York: Oxford University Press.
Kauffman, S. 2000. Investigations. New York: Oxford University Press.
Kauffman, S. 2008. Reinventing the Sacred. New York: Basic Books.
Kauffman, S. 2016. Humanity in a Creative Universe. New York: Oxford University Press.
Kauffman, S. 2019. A World beyond Physics. New York: Oxford University Press.
Kauffman, S., and Roli, A. 2021a. “The world is not a theorem.” Entropy, 23(11): 1467.
Kauffman, S., and Roli, A. 2021b. “The third transition in science: Beyond Newton and quantum mechanics – A statistical mechanics of emergence.” Unpublished manuscript.
Kirzner, I. M. 1973. Competition and Entrepreneurship. Chicago: The University of Chicago Press.
Kirzner, I. M. 1982. “Uncertainty, discovery, and human action: A study of the entrepreneurial profile in the Misesian system.” In Kirzner, I. (ed.), Method, Process and Austrian Economics. New York: Lexington Books, pp. 139161.
Kirzner, I. M. 1997. “Entrepreneurial discovery and the competitive market process: An Austrian approach.” Journal of Economic Literature 35: 6085.
Kline, M. A., and Boyd, R. 2010. “Population size predicts technological complexity in Oceania.” Proceedings of the Royal Society of London. Series B, Biological Sciences, 277: 25592564.
Knorr, K. D. 1979. “Tinkering toward success: Prelude to a theory of scientific practice.” Theory and Society, 8(3): 347376.
Koppl, R. 2018. Expert Failure. Cambridge: Cambridge University Press.
Koppl, R. 2021. “Against expertism.” Review of Behavioral Economics, 8: 361377.
Koppl, R., Kauffman, S., Felin, T., and Longo, G. 2015. “Economics for a Creative World.” Journal of Institutional Economics, 11(1): 131.
Koppl, R., and Minniti, M. 2010. “Market processes and entrepreneurial studies.” In Acs, Z. J. and Audretsch, D. B. (eds.), Handbook of Entrepreneurial Research, revised edition. Springer.
Koyama, M., and Rubin, J. 2022. How the World Became Rich: The Historical Origins of Economic Growth. John Wiley & Sons.
Kremer, M. 1993. Population growth and technological change: One million B.C. to 1990. Quarterly Journal of Economics, 108: 681716.
Kropotkin, P. 1902. Mutual Aid: A Factor of Evolution. New York: McClure Phillips & Co.
Kuhn, S. L. 2016. Comment on “Early evidence for brilliant ritualized display.Current Anthropology, 57(3): 303304.
Law, J. 1705 [1966]. Money and Trade Considered, with a Proposal for Supplying the Nation with Money. New York: Augustus M. Kelley Publishers.
Lax, E. 2005. The Mold in Dr. Florey’s Coat. New York: Henry Holt.
Leader, G. M., Kuman, K., Gibbon, R. J., and Granger, D. E. 2018. “Early Acheulean organised core knapping strategies ca. 1.3 Ma at Rietputs 15, Northern Cape Province, South Africa.” Quaternary International, 480: 1628.
Levi-Strauss, C. 1966. The Savage Mind. Chicago: The University of Chicago Press.
Levine, J. M., and HilleRisLambers, J. 2009. “The importance of niches for the maintenance of species diversity.” Nature, 461(7261): 254257.
Lewis, J. E. and Harmand, S. 2016. “An earlier origin for stone tool making: Implications for cognitive evolution and the transition to Homo,” Philosophical Transactions of the Royal Society B: Biological Sciences, 371: 20150233.
Lotka, A. J. 1926. “The frequency distribution of scientific productivity.” Journal of the Washington Academy of Sciences, 16: 317323.
Lowery, Y., and Baumol, W. J. 2013. “Rapid invention, slow industrialization, and the absent innovative entrepreneur in medieval China.” Proceedings of the American Philosophical Society, 157: 121.
Lucas, R. E. 2009. “Ideas and growth.” Economica, 76: 119.
Maddison Project. n.d. “Maddison Historical Statistics.” www.rug.nl/ggdc/historicaldevelopment/maddison/.
Malanima, P. 2011. “The long decline of a leading economy: GDP in central and northern Italy, 1300–1913.” European Review of Economic History, 15: 169219.
Mandeville, B. 1729 [1924]. The Fable of the Bees: Or, Private Vices, Publick Benefits, with a Commentary Critical, Historical, and Explanatory by F. B. Kaye, in two volumes. Oxford: Clarendon Press.
Marwick, B. 2003. “Pleistocene exchange networks as evidence for the evolution of language.” Cambridge Archaeological Journal, 13: 6781.
Marx, K. 1867 [1909]. Capital: A Critique of Political Economy, volume 1. Translated by Samuel Morse and Edward Aveling. Chicago: Charles H. Kerr & Company.
Matutinović, I. 2002. “Organizational patterns of economies: An ecological perspective.” Ecological Economics, 40(3): 421440.
Maynard-Smith, J., and Harper, D. 2003. Animal Signals. Oxford: Oxford University Press.
McBrearty, S., and Brooks, A. S. 2000. “The revolution that wasn’t: A new interpretation of the origin of modern human behavior.” Journal of Human Evolution, 39: 453563.
McBride, R., and Wuebker, R. 2022. “Social objectivity and entrepreneurial opportunities.” Academy of Management Review, 47(1): 7592.
McCloskey, D. N. 2006. The Bourgeois Virtues: Ethics for an Age of Commerce. Chicago: The University of Chicago Press.
McCloskey, D. N. 2010. Bourgeois Dignity: Why Economics Can’t Explain the Modern World. Chicago: The University of Chicago Press.
McCloskey, D. N. 2016. Bourgeois Equality: How Ideas, Not Capital or Institutions, Enriched the World. Chicago: The University of Chicago Press.
McMullen, J. S., and Shepherd, D. A. 2006. “Entrepreneurial action and the role of uncertainty in the theory of the entrepreneur.” Academy of Management Review, 31(1): 132152.
McPherron, S. P., Alemseged, Z., Marean, C. W. et al. 2010. “Evidence for stone-tool-assisted consumption of animal tissues before 3.39 million years ago at Dikika, Ethiopia.” Nature, 466: 857860.
Melchionna, M. A., Mondonaro, A., Serio, C. et al. 2020. “Macroevolutionary trends of brain mass in primates.” Biological Journal of the Linnean Society, 129: 1425.
Menger, C. 1871 [1981]. Principles of Economics. Translated by James Dingwell and Bert F. Hoselitz. New York: New York University Press.
Mesoudi, A., and Thornton, A. 2018. “What is cumulative cultural evolution?Proceedings of the Royal Society B, 285: 20180712.
Meyer, P. N. 2014. “Shaping your legal storytelling: Voice and perspective can affect how the law is applied to the facts of your case.” ABA Journal, 100(10): 2627.
Migliano, A. B., and Vinicius, L. 2021. “The origins of human cumulative culture: From the foraging niche to collective intelligence.” Philosophical Transactions of the Royal Society B: Biological Sciences, 377: 20200317.
Mises, L. von. 1949. Human Action: A Treatise on Economics. New Haven, CT: Yale University Press.
Mitzenmacher, M. 2003. “A brief history of generative models for power law and lognormal distributions.” Internet Mathematics, 1(2): 226251.
Mokyr, J. 2005. “Hockey-stick economics: Robert Fogel, ‘The Escape from Hunger and Premature Death, 1700–2100’.Technology and Culture, 46(3): pp. 613617.
Muthukrishna, M., and Henrich, J. 2016. “Innovation in the collective brain.” Philosophical Transactions of the Royal Society B: Biological Sciences, 371(1690): 20150192. DOI: https://doi.org/10.1098/rstb.2015.0192.
Nelson, K., and Nelson, R. R. 2002. “On the nature and evolution of human know-how.” Research Policy, 31: 719733.
Nelson, R. R. 2008. “Bounded rationality, cognitive maps, and trial and error learning.” Journal of Economic Behavior and Organization, 67: 7889.
Nelson, R. R., and Winter, S. G. 1982. An Evolutionary Theory of Economic Change. Cambridge, MA: Harvard University Press.
Nooteboom, B., Van Haverbeke, W., Duysters, G., Gilsing, V., and van den Oord, A. 2007. “Optimal cognitive distance and absorptive capacity.” Research Policy, 36: 10161034.
Norris, K. S. 1993. Dolphin Days: The Life and Times of the Spinner Dolphin. New York: W. W. Norton & Company.
North, D. C., and Weingast, B. R. 1989. “Constitutions and commitment: The evolution of institutions governing public choice in seventeenth-century England.” The Journal of Economic History, 49(4): 803832.
Odling-Smee, F. J., Laland, K. N., and Feldman, M. 1996. “Niche construction.” The American Naturalist, 147(4): 641648.
Odling-Smee, F. J., Laland, K. N., and Feldman, M. 2003. Niche Construction: The Neglected Process in Evolution. Princeton, NJ: Princeton University Press.
Ogburn, W. F. 1922. Social Change with Respect to Culture and Original Nature. New York: B. W. Huebsch, Inc.
Oswalt, W. H. 1976. An Anthropological Analysis of Food-Getting Technology. New York: Wiley Interscience.
Panger, M. A., Brooks, A. S., Richmond, B. G., and Wood, B. 2002. “Older than Oldowan? Rethinking the emergence of hominin tool use.” Evolutionary Anthropology, 11: 235245.
Pareto, V. 1896. Cours d’Economie Politique Professé a L’université de Lausanne. Lausanne: F. Rouge, Éditeur.
Pearce, E., and Moutsiou, T. 2014. “Using obsidian transfer distances to explore social network maintenance in late Pleistocene hunter–gatherers.” Journal of Anthropological Archaeology, 36: 1220.
Perreault, C., Brantingham, P. J., Kuhn, S. L., Wurz, S., and Gao, X. 2013. “Measuring the complexity of lithic technology.” Current Anthropology, 54(S8): S397S406.
Petroski, H. 1992. The Evolution of Useful Things. New York: Alfred A. Knopf.
Potts, J. 2000. The New Evolutionary Microeconomics: Complexity, Competence and Adaptive Behaviour. Cheltenham: Edward Elgar Publishing.
Potts, R. et al. 2018. “Environmental dynamics during the onset of the Middle Stone Age in eastern Africa.” Science, 360(6384): 8690.
Potts, R. et al. 2020. “Increased ecological resource variability during a critical transition in hominin evolution.” Science Advances, 6: eabc8975.
Ramoglou, S. 2021. “Knowable opportunities in an unknowable future? On the epistemological paradoxes of entrepreneurship theory.” Journal of Business Venturing, 36: 106090.
Read, D., and Andersson, C. 2019. “Cultural complexity and complexity evolution.” Adaptive Behavior, DOI: https://doi.org/10.1177/1059712318822298.
Regis, E. 2020. “No one can explain why planes stay in the air.” Scientific American, February 1, 2020. Accessed on February 29, 2020 at www.scientificamerican.com/article/no-one-can-explain-why-planes-stay-in-the-air/.
Richardson, G. B. 1960. Information and Investment: A Study in the Working of the Competitive Economy. Oxford: Oxford University Press.
Richardson, G. B. 2003. Differentiation and continuity in the market economy. Advances in Austrian Economics, 6: 9399.
Ridley, M. 2020. How Innovation Works: And Why It Flourishes in Freedom. New York: Harper.
Rizzo, M. J., and Whitman, G. 2020. Escaping Paternalism: Rationality, Behavioral Economics, and Public Policy. Cambridge University Press.
Roli, A., and Kauffman, S. A. 2020. “Emergence of organisms.” Entropy, 22: 1163.
Romer, P. 1990. “Endogenous technological change.” Journal of Political Economy, 98(5, part 2): S71S102.
Rubin, P. 2019. The Capitalism Paradox: How Cooperation Enables Free Market Competition. Nashville: Post Hill Press.
Schlebusch, C. M. et al. 2017. “Southern African ancient genomes estimate modern human divergence to 350,000 to 260,000 years ago.” Science, 358: 652655.
Schumpeter, J. A. 1911 [1934]. The Theory of Economic Development. Oxford: Oxford University Press.
Schurman, J. G. 1887. The Ethical Import of Darwinism. New York: Charles Scribner’s Sons.
Shackle, G. L. S. 1979. Imagination and the Nature of Choice. Edinburgh: Edinburgh University Press.
Shane, S., and Venkataraman, S. 2000. “The promise of entrepreneurship as a field of research.” Academy of Management Review, 25(1): 217226.
Shea, J. J. 2003. “The Middle Paleolithic of the East Mediterranean Levant.” Journal of World Prehistory, 17(4): 313394.
Shimelmitz, R., and Kuhn, S. L. 2018. “The toolkit in the core: There is more to Levallois production than predetermination.” Quaternary International, 464: 8191.
Shipton, C., and Nielson, M. 2018. “The acquisition of biface knapping skill in the Acheulean.” In Paolo, L. D. Di, F. Di Vincnzo, and Petrillo, F. De (eds.), Evolution of Primate Social Cognition. Springer, pp. 283297.
Silverberg, G., and Verspagen, B. 2005. “A percolation model of innovation in complex technology spaces.” Journal of Economic Dynamics and Control, 29: 225244.
Simon, H. A. 1955a. “On a class of skew distribution functions.” Biometrika 42(3/4): 425440.
Simon, H. A. 1955b. “A behavioral model of rational choice.” The Quarterly Journal of Economics, 69(1): 99118.
Singels, E., and Schoville, B. J. 2018. “A stab in the dark: Testing the efficacy of Watsonia exudate as glue for stone tool hafting.” South African Archaeological Bulletin, 73(208): 147153.
Smith, A. [1776] 1981. An Inquiry into the Nature and Causes of the Wealth of Nations. Indianapolis: Liberty Fund.
Smith, H. N. 2020. “Rock music: The sounds of flintknapping.” MA thesis, Kent State University. Lithic Technology, forthcoming.
Smith, H. N., Perrone, A., Wilson, M. et al. 2021. “Rock music: An auditory assessment of knapping.” Lithic Technology, 46(4): 320335.
Smith, V. 2009. Rationality in Economics: Constructivist and Ecological Forms. Cambridge: Cambridge University Press.
Solé, R. V., Armor, D. R., and Valverde, S. 2016. “On singularities and black holes in combination-driven models of technological innovation networks.” PloS One, 11(1): e0146180.
Solé, R. V., Ferrer-Cancho, R., Montoya, J. M., and Valverde, S. 2003. “Selection, tinkering, and emergence in complex networks: Crossing the land of tinkering.” Complexity, 8(1): 2033.
Stark, R. 2005. The Victory of Reason: How Christianity Led to Freedom, Capitalism, and Western Success. New York: Random House.
Steel, M., Hordijk, W., and Kauffman, S. 2020. “Dynamics of a birth-death process based on combinatorial innovation.” Journal of Theoretical Biology, 491: 110187.
Stern, W. 1938. General Psychology from the Personalistic Standpoint. New York: The Macmillan Company.
Strandburg, K. J., Csárdi, G., Tobochnik, J., Érdi, P., and Zalányi, L. 2006. “Law and the science of networks: An overview and an application to the ‘patent explosion.’” Berkley Technology Law Journal, 21(4): 12931362.
Tiger, L., and Fox, R. 1966. “The zoological perspective in social science.” Man, New Series 1(1): 7581.
Timmer, A. 2015. “Judging stereotypes: What the European Court of Human Rights can borrow from American and Canadian equal protection law.” The American Journal of Comparative Law, 63(1): 239284.
Tryon, C. A., McBrearty, S., and Texier, P.-J. 2005. “Levallois lithic technology from the Kapthurin Formation, Kenya: Acheulian origin and Middle Stone Age diversity.” African Archaeological Review, 22(4): 199229.
Tullock, G. 1966 [2005]. The Organization of Inquiry. Indianapolis: Liberty Fund, Inc.
Uexküll, J. von. 1934 [2010]. A Foray into the Worlds of Animals and Humans, with a Theory of Meaning. Translated by Joseph D. O’Neil. Minneapolis: University of Minesota Press. Translation of Streifzüge durch die Umwelten von Tieren und Menschen: Ein Bilderbuch unsichtbarer Welten. Berlin and Heidelberg: Springer.
Ulanowicz, R. E. 1997. Ecology, the Ascendent Perspective. New York: Columbia University Press.
Ulanowicz, R. E. 2009. “The dual nature of ecosystem dynamics.” Ecological Modelling, 220: 18861892.
Unattributed. 1920. “Milestones in the development of the American passenger locomotive.” Scientific American, 123(14): 329n.
Unattributed. 1921. “Past and present of American railroading.” Scientific American, 125(6): 99.
United States Department of Agriculture (USDA). 2005. How to Keep Beavers from Plugging Culverts.
Valverde, S. 2016. “Major transitions in information technology.” Philosophical Transactions of the Royal Society B, 371: 20150450.
Valverde, S., Solé, R. V., Bedau, M. A., and Packard, N. 2007. “Topology and evolution of technology innovation networks.” Physical Review E, 76: 056118.
Veblen, T. 1898. “Why is economics not an evolutionary science?The Quarterly Journal of Economics, 12(4): 373397.
Villmoare, B., Kimbel, W. H., Seyoum, C. et al. 2015. “Early Homo at 2.8 Ma from Ledi-Geraru, Afar, Ethiopia.” Science, 347(6228): 13521355.
Wadley, L. 2016. “Technological transformations imply cultural transformations and complex cognition.” In Haidle, M. N., Conard, N. J., and Bolus, M. (eds.), The Nature of Culture: Based on an Interdisciplinary Symposium “The Nature of Culture,” Tübingen, Germany. Dordrecht: Springer, pp. 5763.
Wadley, L. 2021. “What stimulated rapid, cumulative innovation after 100,000 years ago?Journal of Archaeological Method, 28: 120141.
Wadley, L., Williamson, B., and Lombard, M. 2004. “Ochre in hafting in Middle Stone Age southern Africa: A practical role.” Antiquity, 78(301): 661675.
Watts, I., Chazan, M., and Wilkins, J. 2016. “Early evidence for brilliant ritualized display.” Current Anthropology, 57(3): 287301.
Weber, M. 1920 [1992]. The Protestant Ethic and the Spirit of Capitalism. New York: Routledge.
Weber, M. 1927 [1981]. General Economic History. New Brunswick, NJ: Transaction Books.
Weick, K. E. 1993. “Organizational redesigns as improvisation.” In Huber, G. P. and Glick, W. H. (eds.), Organizational Change and Redesign: Ideas and Insights for Improving Performance. Oxford: Oxford University Press, pp. 346383.
Weitzman, M. L. 1998. “Recombinant growth.” Quarterly Journal of Economics, 68(2): 331360.
Welker, B. H. 2017. The History of Our Tribe: Hominini. Geneseo, NY: Open SUNY Textbooks.
Wilkins, J. 2020. “Archaeological evidence for human social learning and sociality in the Middle Stone Age of South Africa.” In Deane-Drummond, C. and Fuentes, A. (eds.), Theology and Evolutionary Anthropology: Dialogues in Wisdom, Humility, and Grace. New York: Routledge, pp. 119141.
Wilkins, J., Schoville, B. J., Brown, K. S., and Chazan, M. 2012. “Evidence of early hafted hunting technology.” Science 338(6109): 942946.
Williams, H., and Ladhlan, R. F. 2021. “Evidence for cumulative cultural evolution in bird song.” Philosophical Transactions of the Royal Society B, 377: 20200322.
Wilsson, L. 1971. “Observations and experiments on the ethology of the European beaver (Castor fiber L.): A study in the development of phylogenetically adapted behaviour in a highly specialized mammal.” Viltrevy, 8(3): 117261.
Witt, U. 2009. “Propositions about novelty.” Journal of Economic Behavior and Organization, 70: 311320.
Wolpert, D. H. 2008. “Physical limits of inference.” Physica D: Nonlinear Phenomena, 237(9): 12571281.
Wolpert, D. H. 2017. “Constraints on physical reality arising from a formalization of knowledge.” arXiv preprint arXiv:1711.03499.
Wrangham, R., and Carmody, R. 2010. “Human adaptation to the control of fire.” Evolutionary Anthropology, 19: 187199.
Wreschner, E., Bolten, R., Butzer, K. W. et al. 1980. “Red ochre and human evolution: A case for discussion [and comments and reply].” Current Anthropology, 21(5): 621644.
Young, A. A. 1928. “Increasing returns and economic progress.” The Economic Journal, 38(152): 527542.
van Zanden, J. L., and van Leeuwen, B. 2012. “Persistent but not consistent: The growth of national income in Holland 1347–1807.” Explorations in Economic History, 49: 119130.
Zipf, G. 1932. Selective Studies and the Principle of Relative Frequency in Language. Cambridge, MA: Harvard University Press.
Zipkin, A., Wagner, M., McGrath, K., Brook, A. S., and Lucas, P. W. 2014. “An experimental study of hafting adhesives and the implications for compound tool technology.” PLoS One, 9(11): e112560.

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