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Human Development Dynamics: Network Emergence in an Agent Based Simulation of Adaptive Heterogeneous Games and Social Systems

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Agent-Based Approaches in Economic and Social Complex Systems VIII

Part of the book series: Agent-Based Social Systems ((ABSS,volume 13))

Abstract

In the context of political modernization and economic development, the complex adaptive systems framework can help address the coupling of macro social constraint and opportunity with individual agency. Using a simple evolutionary game approach, we fuse endogenously derived socio-economic system dynamics from Human Development (HD) Theory with Prisoner’s Dilemma spatial intra-societal economic transactions. We then explore a new human development dynamics (HDD) model behavior via quasi-global simulation methods to explore technological progression on economic development, cultural plasticity, social and political change. Using network analysis, we then investigate the impact of technology proliferation on communications ease and the resulting compression of social space on individual wealth and political preference formation. As economic and social capital is created, past transaction histories tend to reinforce future success, and networks emerge and solidify at different rates depending on technology. Increasing social connectivity in small populations has an immediate and positive impact on wealth creation, yet those effects become negative as technology proliferates and population size increases. This suggests not only diminishing marginal returns to increasing communications’ payoffs to individuals but moreover crowding out effects. We believe complex adaptive or evolutionary systems approaches are necessary to understand both near and potentially catastrophic, far-from-equilibrium behavior and societal outcomes across all human scales of modernization.

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Notes

  1. 1.

    Parameter setting: talk-span = 0, 1, 4, 7, 10; threshold = 0, 0.04, 0.09, 0.16, 0.25, 0.36; RAP = true, false.

References

  • Abdollahian MA, Yang Z (2013) Towards trade equalization: a network perspective on trade and income convergence across the 20th century. New Polit Econ 18(3):1–27

    Google Scholar 

  • Abdollahian MA, Coan T, Oh HN, Yesilada B (2012) Dynamics of cultural change: the human development perspective. Int Stud Q 56(4):827–842

    Article  Google Scholar 

  • Abdollahian MA, Yang Z, Coan T, Yesilada B (2013) Human development dynamics: an agent based simulation of macro social systems and individual heterogeneous evolutionary games. Complex Adapt Syst Model 1(1):1–18

    Article  Google Scholar 

  • Abdollahian MA, Yang Z, Neal PD (2014) Human development dynamics: an agent based simulation of robust adaptive heterogeneous games and social systems. In: Kennedy WG, Agarwal N, Yang SJ (eds) Social computing, behavioral-cultural modeling, and prediction: 7th international conference. Lecture Notes in Computer Science (LNCS). Springer, Switzerland, pp 3–10

    Google Scholar 

  • Acemoglu D, Robinson J (2012) Why nations fail: the origins of power, prosperity, and poverty. Crown Business, New York

    Google Scholar 

  • Axelrod R (1987) The evolution of strategies in the iterated Prisoner’s Dilemma. In: Davis L (ed) Genetic algorithms and simulated annealing. Morgan Kaufman, Los Altos, pp 32–41

    Google Scholar 

  • Axelrod R (1997a) The complexity of cooperation: agent-based models of competition and collaboration. Princeton University Press, Princeton

    Book  Google Scholar 

  • Axelrod R (1997b) The dissemination of culture: a model with local convergence and global polarization. J Confl Resolut 41:203–226

    Article  Google Scholar 

  • Barro R (1991) Economic growth in a cross section of countries. Q J Econ 106(2):407–444

    Article  Google Scholar 

  • Bell D (1973) The coming of postindustrial society. Basic Books, New York

    Google Scholar 

  • Binmore KG (1994) Game theory and the social contract. MIT Press, Cambridge

    Google Scholar 

  • Boix C, Stoke S (2003) Endogenous democratization. World Polit 55:517–549

    Article  Google Scholar 

  • Caselli F, Esquivel G, Lefort F (1996) Reopening the convergence debate: a new look at cross-country growth empirics. J Econ Growth 1(3):363–389

    Article  Google Scholar 

  • Darity W (2008) Social judgment theory. Macmillan Reference USA, Detroit

    Google Scholar 

  • Diamond L (1992) Economic development and democracy reconsidered. In: Diamond L, Marks G (eds) Reexamining democracy. Sage, London

    Google Scholar 

  • Eckstein H, Gurr TR (1975) Patterns of authority: a structural basis for political inquiry. Wiley, New York

    Google Scholar 

  • Feng Y (2003) Democracy, governance, and economic performance: theory and evidence. MIT Press, Cambridge, MA

    Google Scholar 

  • Gargiulo M, Benassi M (2000) Trapped in your own net? Network cohesion, structural holes, and the adaptation of social capital. Organ Sci 11:183–196

    Article  Google Scholar 

  • Griffin E (2009) A first look at communication theory. McGraw-Hill Higher Education, Boston

    Google Scholar 

  • Gurr TR (1970) Why men rebel. Princeton University Press, Princeton

    Google Scholar 

  • Inglehart R (1997) Modernization and postmodernization: cultural, economic and political change in 43 societies. Princeton University Press, Princeton

    Google Scholar 

  • Inglehart R, Baker WE (2000) Modernization, cultural change, and the persistence of traditional values. Am Sociol Rev 65:19–51

    Article  Google Scholar 

  • Inglehart R, Welzel C (2005) Modernization, cultural change, and democracy: the human development sequence. Cambridge University Press, New York

    Google Scholar 

  • Kauffman SA (1993) The origins of order: self-organization and selection in evolution. Oxford University Press, Oxford

    Google Scholar 

  • Mankiw NG, Romer D, Weil DN (1992) A contribution to the empirics of economic growth. Q J Econ 107:407–437

    Article  Google Scholar 

  • McPherson M, Smith-Lovin L, Cook J (2001) Birds of a feather: homophily in social networks. Annu Rev Sociol 27:415–444

    Article  Google Scholar 

  • Moyano LG, Sanchez A (2013) Spatial prisoner’s dilemma with heterogeneous agents. Elsevier Manuscript Atlanta, GA

    Google Scholar 

  • Nowak MA, Sigmund KA (1993) Strategy of win-stay, lose-shift that outperforms tit-for-tat in the prisoner’s dilemma game. Nature 364:56–58

    Article  Google Scholar 

  • Nowak MA, Sigmund KA (1998) Evolution of indirect reciprocity by image scoring. Nature 393:573–577

    Article  Google Scholar 

  • Oh H (2009) Using social network analysis for interpersonal comparison of utilities in behavioral games. PhD dissertation, Claremont Graduate University, Claremont

    Google Scholar 

  • Quek HY, Tan KC, Abbass HA (2009) Evolutionary game theoretic approach for modeling civil violence. IEEE Trans Evol Comput 13:1–21

    Article  Google Scholar 

  • Sala-i-Martin XX (1996) Regional cohesion: evidence and theories of regional growth and convergence. Eur Econ Rev 40:1325–1352

    Article  Google Scholar 

  • Siero FW, Doosje BJ (1993) Attitude change following persuasive communication: integrating social judgment theory and the elaboration likelihood model. J Soc Psychol 23:541–554

    Google Scholar 

  • Snijders TA, Steglich CE, Schweinberger M (2007) Modeling the co-evolution of networks and behavior. Longitudinal models in the behavioral and related sciences, pp 41–71

    Google Scholar 

  • Solow R (1956) A contribution to the theory of economic growth. Q J Econ 70:65–94

    Article  Google Scholar 

  • Swan T (1956) Economic growth and capital accumulation. Econ Rec 32:334–361

    Article  Google Scholar 

  • Uzzi B (1996) The sources and consequences of embeddedness for the economic performance of organizations: the network effect. Am Sociol Rev 61:674–698

    Article  Google Scholar 

  • Uzzi B (1999) Embeddedness in the making of financial capital: how social relations and networks benefit firms seeking finance. Am Sociol Rev 64:481–505

    Article  Google Scholar 

  • Vespignani A (2009) Predicting the behavior of techno-social systems. Science 325:425–428

    Article  Google Scholar 

  • Welzel C, Inglehart R, Klingemann H (2003) The theory of human development: a cross-cultural development. Eur J Polit Sci 42:341–380

    Article  Google Scholar 

  • Wilensky U (1999) NetLogo. http://ccl.northwestern.edu/netlogo/. Center for Connected Learning and Computer-Based Modeling, Northwestern University, Evanston

  • Yang Z, Abdollahian M (2014) Trade networks, regional agreements and growth. In: Deese D (ed) The international political economy of trade. Edward Elgar, Cheltenham

    Google Scholar 

  • Zheleva E, Sharara H, Getoor L (2009) Co-evolution of social and affiliation networks. In: Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, ACM, New York

    Google Scholar 

  • Zhou X, Zhao W, Li Q, Cai H (2003) Embeddedness and contractual relationships in China’s transitional economy. Am Sociol Rev 68:75–102

    Article  Google Scholar 

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Correspondence to Zining Yang .

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Abdollahian, M., Yang, Z., deWerk Neal, P., Kaplan, J. (2015). Human Development Dynamics: Network Emergence in an Agent Based Simulation of Adaptive Heterogeneous Games and Social Systems. In: Nakai, Y., Koyama, Y., Terano, T. (eds) Agent-Based Approaches in Economic and Social Complex Systems VIII. Agent-Based Social Systems, vol 13. Springer, Tokyo. https://doi.org/10.1007/978-4-431-55236-9_1

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