IDEAS home Printed from https://ideas.repec.org/a/spr/jcsosc/v4y2021i2d10.1007_s42001-020-00100-w.html
   My bibliography  Save this article

Technological and social networks of a pastoralist artificial society: agent-based modeling of mobility patterns

Author

Listed:
  • Juan Miguel Rodriguez-Lopez

    (University of Hamburg)

  • Meike Schickhoff

    (Max-Planck Institute for Meteorology)

  • Shubhankar Sengupta

    (Helmholtz‐Zentrum Geesthacht)

  • Jürgen Scheffran

    (University of Hamburg)

Abstract

This paper explores the advantages of simulation to raise the question of how digital and social networks affect the mobility in a pastoralist artificial society in the context of environmental degradation. We aim to explore mechanisms and develop scenarios, which are going to be validated through further research. We use a model of a simple pastoralist society in a world without borders to migration by adding the possibility of experiencing the effects of social structures (such as family and friends) and technological networks (e.g., social media). It appears obvious that pastoralist mobility depends on other dimensions as land tenure and traditional knowledge; however, isolating these two effects and experimenting in a simple society allow us to filter the multidimensionality of mobility decisions and concentrate on comparing scenarios in several different social structures and technological network combinations. The results show an expected behavior of more connection and more mobility, and a non-linear emergent behavior where pastoralists wait for a longer amount of time to mobilize when they interact using powerful social and technological networks. This occurs until they decide to move, and then, they mobilize more quickly and strongly than they did when communication was non-existent between them. The literature on migration explains this emergent non-linear behavior.

Suggested Citation

  • Juan Miguel Rodriguez-Lopez & Meike Schickhoff & Shubhankar Sengupta & Jürgen Scheffran, 2021. "Technological and social networks of a pastoralist artificial society: agent-based modeling of mobility patterns," Journal of Computational Social Science, Springer, vol. 4(2), pages 681-707, November.
  • Handle: RePEc:spr:jcsosc:v:4:y:2021:i:2:d:10.1007_s42001-020-00100-w
    DOI: 10.1007/s42001-020-00100-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s42001-020-00100-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s42001-020-00100-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Robert Lempert & Jürgen Scheffran & Detlef F. Sprinz, 2009. "Methods for Long-Term Environmental Policy Challenges," Global Environmental Politics, MIT Press, vol. 9(3), pages 106-133, August.
    2. Anna Klabunde & Frans Willekens, 2016. "Decision-Making in Agent-Based Models of Migration: State of the Art and Challenges," European Journal of Population, Springer;European Association for Population Studies, vol. 32(1), pages 73-97, February.
    3. Joshua M. Epstein & Robert L. Axtell, 1996. "Growing Artificial Societies: Social Science from the Bottom Up," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262550253, April.
    4. Marcella Tambuscio & Diego F. M. Oliveira & Giovanni Luca Ciampaglia & Giancarlo Ruffo, 2018. "Network segregation in a model of misinformation and fact-checking," Journal of Computational Social Science, Springer, vol. 1(2), pages 261-275, September.
    5. Javier Borge-Holthoefer & Pablo Piedrahita & Alex Arenas, 2018. "Evolving activity cascades on socio-technological networks," Journal of Computational Social Science, Springer, vol. 1(1), pages 67-79, January.
    6. Lee Komito, 2011. "Social media and migration: Virtual community 2.0," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(6), pages 1075-1086, June.
    7. Lee Komito, 2011. "Social media and migration: Virtual community 2.0," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(6), pages 1075-1086, June.
    8. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    9. Freier, Korbinian P. & Bruggemann, Rainer & Scheffran, Jürgen & Finckh, Manfred & Schneider, Uwe A., 2012. "Assessing the predictability of future livelihood strategies of pastoralists in semi-arid Morocco under climate change," Technological Forecasting and Social Change, Elsevier, vol. 79(2), pages 371-382.
    10. Francesco C. Billari & Thomas Fent & Alexia Prskawetz & Jürgen Scheffran, 2006. "Agent-Based Computational Modelling: An Introduction," Contributions to Economics, in: Francesco C. Billari & Thomas Fent & Alexia Prskawetz & Jürgen Scheffran (ed.), Agent-Based Computational Modelling, pages 1-16, Springer.
    11. Hugues Bersini, 2012. "UML for ABM," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-9.
    12. Kristina Lerman & Luciano G. Marin & Megha Arora & Lucas H. Costa Lima & Emilio Ferrara & David Garcia, 2018. "Language, demographics, emotions, and the structure of online social networks," Journal of Computational Social Science, Springer, vol. 1(1), pages 209-225, January.
    13. Claudio Cioffi-Revilla, 2010. "A Methodology for Complex Social Simulations," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 13(1), pages 1-7.
    14. Joshua M. Epstein, 2009. "Modelling to contain pandemics," Nature, Nature, vol. 460(7256), pages 687-687, August.
    15. Moritz, Mark & Hamilton, Ian M. & Yoak, Andrew J. & Scholte, Paul & Cronley, Jeff & Maddock, Paul & Pi, Hongyang, 2015. "Simple movement rules result in ideal free distribution of mobile pastoralists," Ecological Modelling, Elsevier, vol. 305(C), pages 54-63.
    16. Francesco C. Billari & Thomas Fent & Alexia Prskawetz & Jürgen Scheffran (ed.), 2006. "Agent-Based Computational Modelling," Contributions to Economics, Springer, number 978-3-7908-1721-8, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Gerrit Günther & Thomas Clemen & Rainer Duttmann & Brigitta Schütt & Daniel Knitter, 2021. "Of Animal Husbandry and Food Production—A First Step towards a Modular Agent-Based Modelling Platform for Socio-Ecological Dynamics," Land, MDPI, vol. 10(12), pages 1-25, December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Leonardo Augusto Amaral Terra & João Luiz Passador, 2018. "Strategies for the Study of Complex Socio-Economic Systems: an Approach Using Agent-Based Simulation," Systemic Practice and Action Research, Springer, vol. 31(3), pages 311-325, June.
    2. Flaminio Squazzoni, 2010. "The impact of agent-based models in the social sciences after 15 years of incursions," History of Economic Ideas, Fabrizio Serra Editore, Pisa - Roma, vol. 18(2), pages 197-234.
    3. Sophie Lohmann & Emilio Zagheni, 2020. "Multi-platform social media use: little evidence of impacts on adult well-being," MPIDR Working Papers WP-2020-023, Max Planck Institute for Demographic Research, Rostock, Germany.
    4. Sascha Holzhauer & Friedrich Krebs & Andreas Ernst, 2013. "Considering baseline homophily when generating spatial social networks for agent-based modelling," Computational and Mathematical Organization Theory, Springer, vol. 19(2), pages 128-150, June.
    5. A. I. Alekseev & D. M. Vinogradov & I. P. Smirnov & A. A. Smirnova, 2021. "Between Two Capitals: Population Migrations of Tver Oblast and Their Reflection on the Social Network Vkontakte," Regional Research of Russia, Springer, vol. 11(1), pages 71-79, January.
    6. Mitra, Amit & Evansluong, Quang, 2019. "Narratives of integration: Liminality in migrant acculturation through social media," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 474-480.
    7. Vincent Huang & James Unwin, 2019. "Markov Chain Models of Refugee Migration Data," Papers 1903.08255, arXiv.org.
    8. Scott Moss, 2007. "Alternative Approaches to the Empirical Validation of Agent-Based Models," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 11(1), pages 1-5.
    9. Wolf, Ingo & Schröder, Tobias & Neumann, Jochen & de Haan, Gerhard, 2015. "Changing minds about electric cars: An empirically grounded agent-based modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 94(C), pages 269-285.
    10. Jiunyan Wu & Tomoki Sekiguchi, 2020. "A multilevel and dynamic model of intragroup conflict and decision making: application of agent-based modeling," Frontiers of Business Research in China, Springer, vol. 14(1), pages 1-26, December.
    11. Luca Barone, 2013. "An ABM for Economics: Micro Explains Macro," Working papers 016, Department of Economics, Social Studies, Applied Mathematics and Statistics (Dipartimento di Scienze Economico-Sociali e Matematico-Statistiche), University of Torino.
    12. Amanda Alencar & Vasilki Tsagkroni, 2019. "Prospects of Refugee Integration in the Netherlands: Social Capital, Information Practices and Digital Media," Media and Communication, Cogitatio Press, vol. 7(2), pages 184-194.
    13. Auke Hoekstra & Maarten Steinbuch & Geert Verbong, 2017. "Creating Agent-Based Energy Transition Management Models That Can Uncover Profitable Pathways to Climate Change Mitigation," Complexity, Hindawi, vol. 2017, pages 1-23, December.
    14. Nayef Alghais & David Pullar & Elin Charles-Edwards, 2018. "Accounting for peoples’ preferences in establishing new cities: A spatial model of population migration in Kuwait," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-31, December.
    15. B. Sofia Gil-Clavel & Emilio Zagheni & Valeria Bordone, 2020. "Close social networks among older adults: the online and offline perspectives," MPIDR Working Papers WP-2020-035, Max Planck Institute for Demographic Research, Rostock, Germany.
    16. Joana Topa & Carla Cerqueira, 2023. "The Trajectories That Remain to Be Told: Civic Participation, Immigrant Organizations, and Women’s Leadership in Portugal," Social Sciences, MDPI, vol. 12(12), pages 1-20, November.
    17. Rachel Dolan & James M. Bullock & Julia P. G. Jones & Ioannis N. Athanasiadis & Javier Martinez-Lopez & Simon Willcock, 2021. "The Flows of Nature to People, and of People to Nature: Applying Movement Concepts to Ecosystem Services," Land, MDPI, vol. 10(6), pages 1-18, May.
    18. Toni Mora, 2010. "BMI and Spanish labour status: evidence by gender from the city of Barcelona," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 11(3), pages 239-253, June.
    19. Sofia Gil-Clavel & Emilio Zagheni & Valeria Bordone, 2022. "Close Social Networks Among Older Adults: The Online and Offline Perspectives," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(3), pages 1111-1135, June.
    20. Alys McAlpine & Ligia Kiss & Cathy Zimmerman & Zaid Chalabi, 2021. "Agent-based modeling for migration and modern slavery research: a systematic review," Journal of Computational Social Science, Springer, vol. 4(1), pages 243-332, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jcsosc:v:4:y:2021:i:2:d:10.1007_s42001-020-00100-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.