IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v117y2017icp1-11.html
   My bibliography  Save this article

Agent-based modeling framework for modeling the effect of information diffusion on community acceptance of mining

Author

Listed:
  • Boateng, Mark K.
  • Awuah-Offei, Kwame

Abstract

Mine managers find it challenging to predict changes in the level of acceptance of their mining projects due to changes in associated social, environmental and technological factors. To address this challenge, this study presents a: (i) framework for modeling the effect of information diffusion on community acceptance of mining using agent-based modeling (ABM); and (ii) case study to illustrate the framework. The model, built in Matlab, defines individuals in the community as independent agents that interact with other agents for information. The agents' utility function is derived from discrete choice models. Drawing on data from the literature, a case study was used to illustrate the framework. The results indicate that changes in agents' perception of air pollution have a significant effect on acceptance of mining while demographic factors do not. The proposed framework could be applied in other sectors besides mining and provides stakeholders a tool to integrate sustainability into design and management choices.

Suggested Citation

  • Boateng, Mark K. & Awuah-Offei, Kwame, 2017. "Agent-based modeling framework for modeling the effect of information diffusion on community acceptance of mining," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 1-11.
    • Handle: RePEc:eee:tefoso:v:117:y:2017:i:c:p:1-11
    DOI: 10.1016/j.techfore.2017.01.019
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162517301014
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.techfore.2017.01.019?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. G. Fagiolo & C. Birchenhall & P. Windrum, 2007. "Empirical Validation in Agent-based Models: Introduction to the Special Issue," Computational Economics, Springer;Society for Computational Economics, vol. 30(3), pages 189-194, October.
    2. Howard, Tanya, 2015. "Olivebranches and idiot's guides: Frameworks for community engagement in Australian wind farm development," Energy Policy, Elsevier, vol. 78(C), pages 137-147.
    3. Ivanova, Galina & Rolfe, John, 2011. "Assessing development options in mining communities using stated preference techniques," Resources Policy, Elsevier, vol. 36(3), pages 255-264, September.
    4. Prno, Jason, 2013. "An analysis of factors leading to the establishment of a social licence to operate in the mining industry," Resources Policy, Elsevier, vol. 38(4), pages 577-590.
    5. Moffat, Kieren & Zhang, Airong, 2014. "The paths to social licence to operate: An integrative model explaining community acceptance of mining," Resources Policy, Elsevier, vol. 39(C), pages 61-70.
    6. Midgley, David F, 1976. "A Simple Mathematical Theory of Innovative Behavior," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 3(1), pages 31-41, June.
    7. Palmer, J. & Sorda, G. & Madlener, R., 2015. "Modeling the diffusion of residential photovoltaic systems in Italy: An agent-based simulation," Technological Forecasting and Social Change, Elsevier, vol. 99(C), pages 106-131.
    8. Paul Windrum & Giorgio Fagiolo & Alessio Moneta, 2007. "Empirical Validation of Agent-Based Models: Alternatives and Prospects," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 10(2), pages 1-8.
    9. Laciana, Carlos E. & Rovere, Santiago L. & Podestá, Guillermo P., 2013. "Exploring associations between micro-level models of innovation diffusion and emerging macro-level adoption patterns," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(8), pages 1873-1884.
    10. Soste, Leon & Wang, Q.J. & Robertson, David & Chaffe, Robert & Handley, Selina & Wei, Yongping, 2015. "Engendering stakeholder ownership in scenario planning," Technological Forecasting and Social Change, Elsevier, vol. 91(C), pages 250-263.
    11. Mehran REZVANI & Seyed Hamid Khodadad HOSEINI & Mohammad Mehdi SAMADZADEH, 2012. "Investigating the Role of Word of Mouth on Consumer Based Brand Equity Creation in Iran’s Cell-Phone Market," Journal of Knowledge Management, Economics and Information Technology, ScientificPapers.org, vol. 2(1), pages 1-3, February.
    12. Shafiei, Ehsan & Thorkelsson, Hedinn & Ásgeirsson, Eyjólfur Ingi & Davidsdottir, Brynhildur & Raberto, Marco & Stefansson, Hlynur, 2012. "An agent-based modeling approach to predict the evolution of market share of electric vehicles: A case study from Iceland," Technological Forecasting and Social Change, Elsevier, vol. 79(9), pages 1638-1653.
    13. Meade, Nigel & Islam, Towhidul, 2006. "Modelling and forecasting the diffusion of innovation - A 25-year review," International Journal of Forecasting, Elsevier, vol. 22(3), pages 519-545.
    14. Prno, Jason & Scott Slocombe, D., 2012. "Exploring the origins of ‘social license to operate’ in the mining sector: Perspectives from governance and sustainability theories," Resources Policy, Elsevier, vol. 37(3), pages 346-357.
    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. França Pimenta, Adriano Augusto & Demajorovic, Jacques & Saraiva de Souza, Maria Tereza & de Carvalho Pedro, Samara & Pisano, Viviane, 2021. "Social licence to operate model: Critical factors of social acceptance of mining in the Brazilian Amazon," Resources Policy, Elsevier, vol. 74(C).
    2. Somaye Narrei & Majid Ataee-pour, 2021. "Assessment of personal preferences concerning the social impacts of mining with choice experiment method," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 34(1), pages 39-49, April.
    3. Liu, Xiaoyang & He, Daobing & Liu, Chao, 2018. "Modeling information dissemination and evolution in time-varying online social network based on thermal diffusion motion," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 510(C), pages 456-476.

    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. Huotari, Pontus & Järvi, Kati & Kortelainen, Samuli & Huhtamäki, Jukka, 2017. "Winner does not take all: Selective attention and local bias in platform-based markets," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 313-326.
    2. Scheller, Fabian & Johanning, Simon & Bruckner, Thomas, 2019. "A review of designing empirically grounded agent-based models of innovation diffusion: Development process, conceptual foundation and research agenda," Contributions of the Institute for Infrastructure and Resources Management 01/2019, University of Leipzig, Institute for Infrastructure and Resources Management.
    3. Leena Suopajärvi & Karin Beland Lindahl & Toni Eerola & Gregory Poelzer, 2023. "Social aspects of business risk in the mineral industry—political, reputational, and local acceptability risks facing mineral exploration and mining," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 36(2), pages 321-331, June.
    4. Mercer-Mapstone, Lucy & Rifkin, Will & Moffat, Kieren & Louis, Winnifred, 2017. "Conceptualising the role of dialogue in social licence to operate," Resources Policy, Elsevier, vol. 54(C), pages 137-146.
    5. Wright, Susan & Bice, Sara, 2017. "Beyond social capital: A strategic action fields approach to social licence to operate," Resources Policy, Elsevier, vol. 52(C), pages 284-295.
    6. Marc Deissenroth & Martin Klein & Kristina Nienhaus & Matthias Reeg, 2017. "Assessing the Plurality of Actors and Policy Interactions: Agent-Based Modelling of Renewable Energy Market Integration," Complexity, Hindawi, vol. 2017, pages 1-24, December.
    7. Yıldız, Taşkın Deniz & Kural, Orhan, 2020. "The effects of the mining operation activities permit process on the mining sector in Turkey," Resources Policy, Elsevier, vol. 69(C).
    8. Richert, Claire & Rogers, Abbie & Burton, Michael, 2015. "Measuring the extent of a Social License to Operate: The influence of marine biodiversity offsets in the oil and gas sector in Western Australia," Resources Policy, Elsevier, vol. 43(C), pages 121-129.
    9. Niamir, Leila & Filatova, Tatiana & Voinov, Alexey & Bressers, Hans, 2018. "Transition to low-carbon economy: Assessing cumulative impacts of individual behavioral changes," Energy Policy, Elsevier, vol. 118(C), pages 325-345.
    10. Alberto Diantini & Salvatore Eugenio Pappalardo & Tim Edwards Powers & Daniele Codato & Giuseppe Della Fera & Marco Heredia-R & Francesco Facchinelli & Edoardo Crescini & Massimo De Marchi, 2020. "Is this a Real Choice? Critical Exploration of the Social License to Operate in the Oil Extraction Context of the Ecuadorian Amazon," Sustainability, MDPI, vol. 12(20), pages 1-24, October.
    11. Ryan D. Bergstrom & Afton Clarke-Sather, 2020. "Balancing Socio-Ecological Risks, Politics, and Identity: Sustainability in Minnesota’s Copper-Nickel-Precious Metal Mining Debate," Sustainability, MDPI, vol. 12(24), pages 1-23, December.
    12. Mercer-Mapstone, Lucy & Rifkin, Will & Louis, Winnifred & Moffat, Kieren, 2017. "Meaningful dialogue outcomes contribute to laying a foundation for social licence to operate," Resources Policy, Elsevier, vol. 53(C), pages 347-355.
    13. Santiago, Ana Lúcia & Demajorovic, Jacques & Rossetto, Dennys Eduardo & Luke, Hanabeth, 2021. "Understanding the fundamentals of the Social Licence to Operate: Its evolution, current state of development and future avenues for research," Resources Policy, Elsevier, vol. 70(C).
    14. Pamela Lesser, 2021. "The road to societal trust: implementation of Towards Sustainable Mining in Finland and Spain," Mineral Economics, Springer;Raw Materials Group (RMG);Luleå University of Technology, vol. 34(2), pages 175-186, July.
    15. Suopajärvi, Leena & Poelzer, Gregory A. & Ejdemo, Thomas & Klyuchnikova, Elena & Korchak, Elena & Nygaard, Vigdis, 2016. "Social sustainability in northern mining communities: A study of the European North and Northwest Russia," Resources Policy, Elsevier, vol. 47(C), pages 61-68.
    16. Brueckner, Martin & Eabrasu, Marian, 2018. "Pinning down the social license to operate (SLO): The problem of normative complexity," Resources Policy, Elsevier, vol. 59(C), pages 217-226.
    17. Amoako, Kwame Oduro & Lord, Beverley R. & Dixon, Keith, 2021. "Narrative accounting for mining in Ghana: An old defence against a new threat?," Resources Policy, Elsevier, vol. 74(C).
    18. Bice, Sara & Brueckner, Martin & Pforr, Christof, 2017. "Putting social license to operate on the map: A social, actuarial and political risk and licensing model (SAP Model)," Resources Policy, Elsevier, vol. 53(C), pages 46-55.
    19. Badera Jarosław, 2014. "Problems of the social non-acceptance of mining projects with particular emphasis on the European Union – a literature review," Environmental & Socio-economic Studies, Sciendo, vol. 2(1), pages 27-34, March.
    20. Omotehinse, Adeyinka O. & De Tomi, Giorgio, 2020. "Managing the challenges of obtaining a social license to operate in the pre-mining phase: A focus on the oil sands communities in Ondo State, Nigeria," World Development Perspectives, Elsevier, vol. 18(C).

    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:eee:tefoso:v:117:y:2017:i:c:p:1-11. 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: Catherine Liu (email available below). General contact details of provider: http://www.sciencedirect.com/science/journal/00401625 .

    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.