Skip to main content

Institutional Emergence and the Persistence of Inequality in Hamilton, ON 1851–1861

  • Conference paper
  • First Online:
Proceedings of the 2018 Conference of the Computational Social Science Society of the Americas (CSSSA 2018)

Part of the book series: Springer Proceedings in Complexity ((SPCOM))

Included in the following conference series:

Abstract

Economic inequality in urban settings is a readily observable phenomenon in contemporary cities, but historical research reflects that the problem is not new. In this paper, we argue that there are citizen-level interactions and arrangements that contribute to the stability of a small group of wealthy citizens alongside a high degree of transience in the poor and more populous part of the city. We developed an agent-based model that drew on the dynamics revealed in a study of Hamilton, Ontario (1851–1861) by Michael Katz (1977). Our central hypothesis was that the wealthy developed and have had access to institutional resources that buffered negative externalities whereas the poor did not. Early results suggest that the presence of an entity that can pool individual agent resources contributes to sustained inequality expressed as a Gini coefficient. Our model is based on Epstein and Axtell’s sugarscape models (1996) where a probability function led to proto-institutions that emerged from inter-agent interactions and thereafter produced greater stability, higher levels of wealth (sugar), and longer lifespans for their participating agents. The inverse was true for the agents who did not have institutional access.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 219.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Epstein, J. M., & Axtell, R. L. (1996). Growing artificial societies: Social science from the bottom up. Washington, D.C.: Brookings Institution Press.

    Book  Google Scholar 

  2. OECD. (2011). Divided we stand. Paris: Organization for Economic Cooperation and Development.

    Book  Google Scholar 

  3. OECD. (2008). Growing unequal? Paris: Organization for Economic Cooperation and Development.

    Book  Google Scholar 

  4. Frank, P. M., & Shockley, G. E. (2016). A critical assessment of social entrepreneurship Ostromian Polycentricity and Hayekian knowledge. Nonprofit and Voluntary Sector Quarterly, 45, 615–775. https://doi.org/10.1177/0899764016643611

    Article  Google Scholar 

  5. Ostrom, E. (1986). An agenda for the study of institutions. Public Choice, 48(1), 3–25.

    Article  MathSciNet  Google Scholar 

  6. Yan, F. (2018). Urban poverty, economic restructuring and poverty reduction policy in urban China: Evidence from Shanghai, 1978-2008. Development Policy Review, 36(4), 465–481. https://doi.org/10.1111/dpr.12303

    Article  Google Scholar 

  7. Chang, G. H. (2002). The cause and cure of China’s widening income disparity. China Economic Review, 13(4), 335–340. https://doi.org/10.1016/S1043-951X(02)00089-5

    Article  Google Scholar 

  8. Zhao, W., & Zhou, X. (2017). From institutional segmentation to market fragmentation: Institutional transformation and the shifting stratification order in urban China. Social Science Research, 63, 19–35. https://doi.org/10.1016/j.ssresearch.2016.09.002

    Article  Google Scholar 

  9. Luisa Mendez, M., & Otero, G. (2018). Neighbourhood conflicts, socio-spatial inequalities, and residential stigmatisation in Santiago, Chile. Cities, 74, 75–82. https://doi.org/10.1016/j.cities.2017.11.005

    Article  Google Scholar 

  10. Rice, M., & Hancock, T. (2016). Equity, sustainability and governance in urban settings. Global Health Promotion, 23, 94–97. https://doi.org/10.1177/1757975915601038

    Article  Google Scholar 

  11. Aguilar, A. G., & Lopez, F. M. (2018). The city-region of Mexico City: Social inequality and a vacuum in development planning. International Development Planning Review, 40(1), 51–74. https://doi.org/10.3828/idpr.2018.3

    Article  Google Scholar 

  12. Kolodii, N. A., Karlova, L. V., Chaykovskiy, D. V., & Sinyaeva, M. A. (2017). The killing fields of social inequality: Experience of understanding modern urban development. In F. Casati, G. A. Barysheva, & W. Krieger (Eds.), International scientific symposium on lifelong wellbeing in the world (wellso 2016) (Vol. 19, pp. 638–647). Nicosia: Future Academy.

    Google Scholar 

  13. Klehm, C. E. (2017). Local dynamics and the emergence of social inequality in iron age Botswana. Current Anthropology, 58(5), 604–633. https://doi.org/10.1086/693960

    Article  Google Scholar 

  14. Deslatte, A., Feiock, R. C., & Wassel, K. (2017). Urban pressures and innovations: Sustainability commitment in the face of fragmentation and inequality. Review of Policy Research, 34(5), 700–724. https://doi.org/10.1111/ropr.12242

    Article  Google Scholar 

  15. Sugrue, T. J. (2005). The origins of the urban crisis: Race and inequality in postwar Detroit (with a new preface by the author edition). Princeton, NJ: Princeton University Press.

    Google Scholar 

  16. OECD. (2018). Divided cities. Paris: Organization for Economic Cooperation and Development.

    Book  Google Scholar 

  17. OECD. (2015). In it together: Why less inequality benefits all. Paris: Organization for Economic Cooperation and Development.

    Book  Google Scholar 

  18. Katz, M. B. (1977). The people of Hamilton Canada west: Family and class in a mid 19th century city. Cambridge, MA: Harvard University Press.

    Google Scholar 

  19. Gehl, J., & Rogers, L. R. (2010). Cities for people. Washington, DC: Island Press.

    Google Scholar 

  20. Page, S. E. (2010). Complexity in social, political, and economic systems (SSRN scholarly paper no. ID 1889359). Rochester, NY: Social Science Research Network.

    Google Scholar 

  21. Page, S. E. (2017). Many models thinking. In Presentation presented at the Computational Social Sciences Society of the Americas, Santa Fe, NM. Retrieved from https://computationalsocialscience.org/events/css2017/

  22. OECD. (2018). A broken social elevator? How to promote social mobility (p. 352). Paris: OECD Publishing.

    Book  Google Scholar 

  23. Macal, C. M., & North, M. J. (2005). Tutorial on agent-based modeling and simulation. In Proceedings of the 37th conference on winter simulation (pp. 2–15). Orlando, FL: Winter Simulation Conference. Retrieved from http://dl.acm.org/citation.cfm?id=1162708.1162712

  24. Lohmann, R. A. (2016). The Ostroms’ commons revisited. Nonprofit and Voluntary Sector Quarterly, 45, 7–26. https://doi.org/10.1177/0899764016643613

    Article  Google Scholar 

  25. Ostrom, E. (2005). Understanding institutional diversity. Princeton, NJ: Princeton University Press.

    Google Scholar 

  26. Keuschnigg, M., Lovsjö, N., & Hedström, P. (2018). Analytical sociology and computational social science. Journal of Computational Social Science, 1(1), 3–14. https://doi.org/10.1007/s42001-017-0006-5

    Article  Google Scholar 

  27. Peregrine, P. N. (2017). Toward a theory of recurrent social formations (SFI Working Paper No. 2017–08–026) (pp. 1–33). Santa Fe, New Mexico: Santa Fe Institute. Retrieved from https://www.santafe.edu/research/results/working-papers/toward-theory-recurrent-social-formations

  28. Alexander, C. (2001). The nature of order: The phenomenon of life (Vol. 1). Berkeley, CA: Center for Environmental Structure.

    Google Scholar 

  29. Mehaffy, M. W., & Alexander, C. (2016). A City is not a tree: 50th anniversary edition. Portland: Sustasis Press.

    Google Scholar 

  30. Sieweke, J. (2014). Preserving the natural flow: Natural disasters in ignorance. In IntAR (Vol. 5). Providence, RI: Rhode Island School of Design.

    Google Scholar 

  31. Epstein, J. M. (2001). Remarks on the foundations of agent-based generative social science. Retrieved 13 March, 2018, from https://www.brookings.edu/research/remarks-on-the-foundations-of-agent-based-generative-social-science/

  32. Epstein, J. M. (2006). Agent-based computational models and generative social science. In Generative social science: Studies in agent-based computational modeling (pp. 4–46). Princeton, NJ: Princeton University Press.

    Google Scholar 

  33. Sanchez, S. M. (2018). S-NOLH design worksheet [Excel]. Retrieved from https://my.nps.edu/documents/106696734/108129284/S-NOLH_v1.xls/14b5dea5-266a-409e-a4f1-457cd37a4e8c

  34. Bavelas, A. (1947). A mathematical model for group structures. Human Organization, 7(3), 16–30.

    Article  Google Scholar 

  35. Sallach, D. L. (2003). Social theory and agent architectures: Prospective issues in rapid-discovery social science. Social Science Computer Review, 21(2), 179–195. https://doi.org/10.1177/0894439303021002004

    Article  Google Scholar 

  36. Jolliffe, I., & Morgan, B. (1992). Principal component analysis and exploratory factor analysis. Statistical Methods in Medical Research, 1(1), 69–95. https://doi.org/10.1177/096228029200100105

    Article  Google Scholar 

  37. Macal, C. M., & North, M. J. (2009). Agent-based modeling and simulation (pp. 86–98). New York: IEEE.

    Google Scholar 

  38. Jacobs, J. (2016). A living network of relationships. In S. Zipp & N. Storring (Eds.), Vital little plans: A collection of the short works of Jane Jacobs. New York: Random House.

    Google Scholar 

  39. Granovetter, M. S. (1973). The strength of weak ties. American Journal of Sociology, 78(6), 1360–1380.

    Article  Google Scholar 

  40. Helbing, D. (Ed.). (2012). Social self-organization: Agent-based simulations and experiments to study emergent social behavior. Berlin: Springer.

    Google Scholar 

  41. Allen, D. W. (2011). The institutional revolution: Measurement and the economic emergence of the modern world. Chicago, IL: University of Chicago Press.

    Book  Google Scholar 

  42. Yang, Z. (2017). Integrating agent learning and agent based models. In Presented at the computational social sciences Society of the Americas, Santa Fe, New Mexico.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Milton J. Friesen .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Friesen, M.J., Mudigonda, S.P. (2020). Institutional Emergence and the Persistence of Inequality in Hamilton, ON 1851–1861. In: Carmichael, T., Yang, Z. (eds) Proceedings of the 2018 Conference of the Computational Social Science Society of the Americas. CSSSA 2018. Springer Proceedings in Complexity. Springer, Cham. https://doi.org/10.1007/978-3-030-35902-7_1

Download citation

Publish with us

Policies and ethics