IDEAS home Printed from https://ideas.repec.org/a/wsi/ijitdm/v17y2018i03ns0219622018500098.html
   My bibliography  Save this article

Integrating Spatial Analytics in Global Sourcing Decisions

Author

Listed:
  • David M. Goldberg

    (Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA)

  • Jason K. Deane

    (Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA)

  • Cliff T. Ragsdale

    (Department of Business Information Technology, Pamplin College of Business, Virginia Tech, Blacksburg, VA 24061, USA)

Abstract

The ability or inability to develop an effective, reliable supplier network can often play a major role in determining an organization’s competitive position. Especially in today’s era of a complex global economy, disruptions to an organization’s supply chain can drastically undermine its ability to compete. We analyze the interaction between density risk, or risk related to the proximal relationships between suppliers, and environmental risk, or risk arising from conditions affecting a supplier’s local business environment. We provide a powerful supply base risk mitigation strategy incorporating spatial analytics to enhance our analyses. We develop a multi-objective program to manage these factors and recommend minimal risk supply bases. We detail the interaction between objectives in an example and discuss the ramifications for managers. This work will assist managers in their efforts to build a supply base that meets the cost and efficiency demands of their organization.

Suggested Citation

  • David M. Goldberg & Jason K. Deane & Cliff T. Ragsdale, 2018. "Integrating Spatial Analytics in Global Sourcing Decisions," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 17(03), pages 709-739, May.
  • Handle: RePEc:wsi:ijitdm:v:17:y:2018:i:03:n:s0219622018500098
    DOI: 10.1142/S0219622018500098
    as

    Download full text from publisher

    File URL: http://www.worldscientific.com/doi/abs/10.1142/S0219622018500098
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1142/S0219622018500098?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. Galor, Oded & Ashraf, Quamrul, 2007. "Cultural Assimilation, Cultural Diffusion and the Origin of the Wealth of Nations," CEPR Discussion Papers 6444, C.E.P.R. Discussion Papers.
    2. Kou, Gang & Ergu, Daji & Shang, Jennifer, 2014. "Enhancing data consistency in decision matrix: Adapting Hadamard model to mitigate judgment contradiction," European Journal of Operational Research, Elsevier, vol. 236(1), pages 261-271.
    3. Tang, Christopher & Tomlin, Brian, 2008. "The power of flexibility for mitigating supply chain risks," International Journal of Production Economics, Elsevier, vol. 116(1), pages 12-27, November.
    4. Galor, Oded & Ashraf, Quamrul, 2007. "Cultural Assimilation, Cultural Diffusion and the Origin of the Wealth of Nations," CEPR Discussion Papers 6444, C.E.P.R. Discussion Papers.
    5. Azaron, A. & Brown, K.N. & Tarim, S.A. & Modarres, M., 2008. "A multi-objective stochastic programming approach for supply chain design considering risk," International Journal of Production Economics, Elsevier, vol. 116(1), pages 129-138, November.
    6. Piramuthu, Selwyn, 2005. "Knowledge-based framework for automated dynamic supply chain configuration," European Journal of Operational Research, Elsevier, vol. 165(1), pages 219-230, August.
    7. Brian Tomlin, 2006. "On the Value of Mitigation and Contingency Strategies for Managing Supply Chain Disruption Risks," Management Science, INFORMS, vol. 52(5), pages 639-657, May.
    8. Hashai, Niron & Delios, Andrew, 2012. "Balancing growth across geographic diversification and product diversification: A contingency approach," International Business Review, Elsevier, vol. 21(6), pages 1052-1064.
    9. Huang, Edward & Goetschalckx, Marc, 2014. "Strategic robust supply chain design based on the Pareto-optimal tradeoff between efficiency and risk," European Journal of Operational Research, Elsevier, vol. 237(2), pages 508-518.
    10. Wu, Desheng & Olson, David L., 2008. "Supply chain risk, simulation, and vendor selection," International Journal of Production Economics, Elsevier, vol. 114(2), pages 646-655, August.
    11. Peidro, David & Mula, Josefa & Jiménez, Mariano & del Mar Botella, Ma, 2010. "A fuzzy linear programming based approach for tactical supply chain planning in an uncertainty environment," European Journal of Operational Research, Elsevier, vol. 205(1), pages 65-80, August.
    12. Wenshuai Wu & Gang Kou, 2016. "A group consensus model for evaluating real estate investment alternatives," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-10, December.
    13. Zhang, Jianjun & Hodgson, John & Erkut, Erhan, 2000. "Using GIS to assess the risks of hazardous materials transport in networks," European Journal of Operational Research, Elsevier, vol. 121(2), pages 316-329, March.
    14. Gongming Qian & Lee Li & Ji Li & Zhengming Qian, 2008. "Regional diversification and firm performance," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(2), pages 197-214, March.
    Full references (including those not matched with items on IDEAS)

    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. Faiza Hamdi & Ahmed Ghorbel & Faouzi Masmoudi & Lionel Dupont, 2018. "Optimization of a supply portfolio in the context of supply chain risk management: literature review," Journal of Intelligent Manufacturing, Springer, vol. 29(4), pages 763-788, April.
    2. Heckmann, Iris & Comes, Tina & Nickel, Stefan, 2015. "A critical review on supply chain risk – Definition, measure and modeling," Omega, Elsevier, vol. 52(C), pages 119-132.
    3. Pritee Ray & Mamata Jenamani, 2016. "Sourcing decision under disruption risk with supply and demand uncertainty: A newsvendor approach," Annals of Operations Research, Springer, vol. 237(1), pages 237-262, February.
    4. Chowdhury, Md Maruf H. & Quaddus, Mohammed, 2017. "Supply chain resilience: Conceptualization and scale development using dynamic capability theory," International Journal of Production Economics, Elsevier, vol. 188(C), pages 185-204.
    5. Fattahi, Mohammad & Govindan, Kannan & Keyvanshokooh, Esmaeil, 2017. "Responsive and resilient supply chain network design under operational and disruption risks with delivery lead-time sensitive customers," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 101(C), pages 176-200.
    6. Pritee Ray & Mamata Jenamani, 2016. "Sourcing decision under disruption risk with supply and demand uncertainty: A newsvendor approach," Annals of Operations Research, Springer, vol. 237(1), pages 237-262, February.
    7. Rezapour, Shabnam & Farahani, Reza Zanjirani & Pourakbar, Morteza, 2017. "Resilient supply chain network design under competition: A case study," European Journal of Operational Research, Elsevier, vol. 259(3), pages 1017-1035.
    8. Tang, Christopher S. & Davarzani, Hoda & Sarkis, Joseph, 2015. "Quantitative models for managing supply chain risks: A reviewAuthor-Name: Fahimnia, Behnam," European Journal of Operational Research, Elsevier, vol. 247(1), pages 1-15.
    9. Kraude, Richard & Narayanan, Sriram & Talluri, Srinivas, 2022. "Evaluating the performance of supply chain risk mitigation strategies using network data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 303(3), pages 1168-1182.
    10. Baudin, Thomas, 2010. "A Role For Cultural Transmission In Fertility Transitions," Macroeconomic Dynamics, Cambridge University Press, vol. 14(4), pages 454-481, September.
    11. Basu R, Jothi & Abdulrahman, Muhammad D. & Yuvaraj, M., 2023. "Improving agility and resilience of automotive spares supply chain: The additive manufacturing enabled truck model," Socio-Economic Planning Sciences, Elsevier, vol. 85(C).
    12. Anastasia Litina, 2016. "Natural land productivity, cooperation and comparative development," Journal of Economic Growth, Springer, vol. 21(4), pages 351-408, December.
    13. Gradstein, Mark & Justman, Moshe, 2019. "Immigration, Diversity and Growth," CEPR Discussion Papers 14008, C.E.P.R. Discussion Papers.
    14. Viral Gupta & P. K. Kapur & Deepak Kumar, 2019. "Prioritizing and Optimizing Disaster Recovery Solution using Analytic Network Process and Multi Attribute Utility Theory," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 171-207, January.
    15. Garofalo, Maria Rosaria, 2011. "Il volontariato può sostenere lo sviluppo? Riflessioni metodologiche per la costruzione di un frame work teorico [Can the voluntary sector sustain the development path of an economy? Suggestions fo," MPRA Paper 40008, University Library of Munich, Germany.
    16. Qian Qian & Yang Yang & Zong-Fang Zhou, 2019. "Research on Trade Credit Spreading and Credit Risk within the Supply Chain," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 18(01), pages 389-411, January.
    17. Olsson, Ola & Paik, Christopher, 2016. "Long-run cultural divergence: Evidence from the Neolithic Revolution," Journal of Development Economics, Elsevier, vol. 122(C), pages 197-213.
    18. Casey, Gregory P. & Owen, Ann L., 2014. "Inequality and Fractionalization," World Development, Elsevier, vol. 56(C), pages 32-50.
    19. Fredriksson, Per G. & Mohanty, Aatishya, 2021. "Sunlight and Culture," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 757-782.
    20. Enrico Spolaore & Romain Wacziarg, 2016. "War and Relatedness," The Review of Economics and Statistics, MIT Press, vol. 98(5), pages 925-939, December.

    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:wsi:ijitdm:v:17:y:2018:i:03:n:s0219622018500098. 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: Tai Tone Lim (email available below). General contact details of provider: http://www.worldscinet.com/ijitdm/ijitdm.shtml .

    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.