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A hybrid FCM-AHP approach to predict impacts of offshore outsourcing location decisions on supply chain resilience

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  • López, Cristina
  • Ishizaka, Alessio

Abstract

The on-going offshore outsourcing processes have resulted in complex, global and more vulnerable supply chain to disruptions. However, a good supplier choice would preserve or even improve supply chain resilience. Despite this critical potential effect, this topic remains relatively underdeveloped in the literature. Accordingly, this study proposes a coupled method based on Fuzzy Cognitive Maps (FCM) and Analytic Hierarchy Process (AHP). The final model shows the impact of locational decision in offshore outsourcing process on supply chain resilience. Moreover, it allows simulating locations scenarios over time through an inference process. The simulations foresee the impacts of three alternative locations on capabilities required in a resilient supply chain. The sensitivity analysis of the findings reveals that one location would improve supply chain resilience meanwhile the others would damage it. This FCM-AHP analysis enhances the understanding of academics and practitioners about the importance of locations criteria and their influence in the supply chain resilience capabilities.

Suggested Citation

  • López, Cristina & Ishizaka, Alessio, 2019. "A hybrid FCM-AHP approach to predict impacts of offshore outsourcing location decisions on supply chain resilience," Journal of Business Research, Elsevier, vol. 103(C), pages 495-507.
  • Handle: RePEc:eee:jbrese:v:103:y:2019:i:c:p:495-507
    DOI: 10.1016/j.jbusres.2017.09.050
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    1. Zeng, Bingcong & Yen, Benjamin P.-C., 2017. "Rethinking the role of partnerships in global supply chains: A risk-based perspective," International Journal of Production Economics, Elsevier, vol. 185(C), pages 52-62.
    2. Soroosh Nalchigar & S.M.R. Nasserzadeh & Babak Akhgar, 2011. "Simulating strategic information systems planning process using fuzzy cognitive map," International Journal of Business Information Systems, Inderscience Enterprises Ltd, vol. 8(3), pages 286-306.
    3. Ishizaka, Alessio & Nemery, Philippe & Lidouh, Karim, 2013. "Location selection for the construction of a casino in the Greater London region: A triple multi-criteria approach," Tourism Management, Elsevier, vol. 34(C), pages 211-220.
    4. Benjamin R. Tukamuhabwa & Mark Stevenson & Jerry Busby & Marta Zorzini, 2015. "Supply chain resilience: definition, review and theoretical foundations for further study," International Journal of Production Research, Taylor & Francis Journals, vol. 53(18), pages 5592-5623, September.
    5. Gylling, Michael & Heikkilä, Jussi & Jussila, Kari & Saarinen, Markku, 2015. "Making decisions on offshore outsourcing and backshoring: A case study in the bicycle industry," International Journal of Production Economics, Elsevier, vol. 162(C), pages 92-100.
    6. Matsuo, Hirofumi, 2015. "Implications of the Tohoku earthquake for Toyota׳s coordination mechanism: Supply chain disruption of automotive semiconductors," International Journal of Production Economics, Elsevier, vol. 161(C), pages 217-227.
    7. Suman Gothwal & Rajeev Saha, 2015. "Plant location selection of a manufacturing industry using analytic hierarchy process approach," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 22(2), pages 235-255.
    8. Yossi Sheffi, 2005. "The Resilient Enterprise: Overcoming Vulnerability for Competitive Advantage," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262693496, December.
    9. Masoud Kamalahmadi & Mahour Mellat-Parast, 2016. "Developing a resilient supply chain through supplier flexibility and reliability assessment," International Journal of Production Research, Taylor & Francis Journals, vol. 54(1), pages 302-321, January.
    10. David Bailey & Lisa De Propris, 2014. "Editor's choice Manufacturing reshoring and its limits: the UK automotive case," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 7(3), pages 379-395.
    11. Gigović, Ljubomir & Pamučar, Dragan & Božanić, Darko & Ljubojević, Srđan, 2017. "Application of the GIS-DANP-MABAC multi-criteria model for selecting the location of wind farms: A case study of Vojvodina, Serbia," Renewable Energy, Elsevier, vol. 103(C), pages 501-521.
    12. Alessio Ishizaka & Markus Lusti, 2006. "How to derive priorities in AHP: a comparative study," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 14(4), pages 387-400, December.
    13. Choudhary, Devendra & Shankar, Ravi, 2012. "An STEEP-fuzzy AHP-TOPSIS framework for evaluation and selection of thermal power plant location: A case study from India," Energy, Elsevier, vol. 42(1), pages 510-521.
    14. Lahiri, Somnath & Kedia, Ben L., 2011. "Co-evolution of institutional and organizational factors in explaining offshore outsourcing," International Business Review, Elsevier, vol. 20(3), pages 252-263, June.
    15. 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.
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